05 executive and consumer decision processes p401_s
DESCRIPTION
Research PaperTRANSCRIPT
Executive and consumer decisionprocesses increasing usefulsensemaking by identifyingsimilarities and departuresElizabeth J WilsonAssociate Professor of Marketing The Wallace E Carroll School ofManagement Boston College Chestnut Hill Massachusetts USA
Arch G WoodsideProfessor of Marketing The Wallace E Carroll School ofManagement Boston College Chestnut Hill Massachusetts USA
Keywords Decision making Executives Consumers
Abstract Both marketing executives and consumers engage in a combination ofautomatic and strategic (ie controlled) thinking and doing processes when they becomeaware of problemsopportunities Similarities and departures in these processes amongexecutives and consumers occur through all stages of their decisions This articleincludes a paradigm describing similarities (Si) and departures (Di) in the stream ofthinking and behaviors of executives and consumers For example both executives andconsumers apply simplifying categorizing rules for defining decision contexts forrepetitive decision-making contexts categorization rules are more often formalized inwriting by executives but not by consumers The extant literature on the quality ofdecision processes offers several easy-to-apply but often unknown rules helpful for bothexecutives and consumers for improving the quality of their decisions these rules areexamined briefly within the framework of similarities and departures Formal study by allmarketers of such similarities and departures of consumerbusiness buying decisions maybe helpful for recognizing nuances critical in selling-buying processes for achievingdesired outcomes plusmn such as getting a sale or building a marketing relationship Thearticle describes ` direct researchrsquorsquo studies of decision processes implemented byexecutives and consumers direct research studies hold particular promise for uncoveringsimilarities and departures when comparing the two areas of study
Whether or not executives and consumers exhibit similarities or differences intheir decision making is useful to consider Critical nuances in conversationsthought processes and behaviors associated with individual business andconsumer case studies support the view that every decision process is unique(see Woodside 1996) Yet a compelling need to categorize and simplify exists
in both theory and management practice that results in grouping cases into amanageable number of processes Effective thinking requires building andcomparing typologies and categories for example associating unique decisionprocesses with executive versus consumer problem solving implies twoprocess categories that differ meaningfully This compelling need is to achievedeep understanding of what is happening what outcomes are likely to occur
and not occur and the reasoning (ie the implicit ` mental modelsrsquorsquo beingimplemented by the decision makers) (see Senge 1990) supporting theobserved decision processes
The purpose of this article is not to offer an in-depth review of the literature butrather to formally state empirically testable propositions of similarities and
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The authors acknowledge the helpful suggestions by two reviewers andNicole Coviello on earlier drafts of this article
Decision making
Empirical examination
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 pp 401-414 MCB UNIVERSITY PRESS 0885-8624 401
An executive summary formanagers and executivereaders can be found at theend of this article
departures between executive and consumer decision processes The creation
and empirical examination of such propositions provides useful ground for
context-based models that describe the conditions resulting in observed
similarities and departures By the end of the discussion the thesis presented
here reaches two central conclusions
(1) Noteworthy similarities in executive and consumer decision processesare useful to describe and test empirically to achieve greatersensemaking of both processes
(2) For every similarity proposition stating a relevant departure propositionmay be supportable empirically
Consequently the study of similarities and departures in such decision
processes presents multiple meanings and cues plusmn the answer most useful to the
principal issue is that both similarities and departures should be expected in
studies of thinking deciding and behaviors among executives and consumers
How can we understand similarities and differences in decision
processesUsing ` direct researchrsquorsquo (Mintzberg 1979) to examine similarities and
departures in the decision processes of executives and consumers helps fulfill
the compelling need for understanding Direct research compels explicit model
building when studying the nuances behind the similarities and differences plusmn
and how both the executive and consumer might improve their thinking
processes Direct research includes face-to-face interviews with decision
makers plusmn usually multiple interviews of the same persons in two or moresessions andor interviews with additional persons mentioned during initial
interviews Direct research on decision making attempts to capture deepknowledge of the streams of thinking and actions of ` emergent strategiesrsquorsquo
(Mintzberg 1979) Such emergent strategies include the nuances arising from
transforming planning with implementing decisionsactions including
adjustments in thinking searching for information modifications to decision
rules last minute third-party influences and unexpected contextual influences
Mintzberg (1979) provides six basic themes for direct research
(1) The research is as purely descriptive as the researcher is able to make it
(2) The research relies on simple plusmn in a sense inelegant plusmn methodologies
(3) The research is as purely inductive as possible
(4) The research is systematic in nature plusmn specific kinds of data are collectedsystematically
(5) The research in its intensive nature ensures that systematic data aresupported by anecdotal data because theory building seems to requiredescription the richness that comes from anecdote
(6) The research seeks to synthesize to integrate diverse elements intoconfigurations of ideal or pure types
Because direct research runs counter to the dominant logic of empirical
positivism (ie surveys or experiments that test deductively developed
hypotheses) it may be surprising to learn that a substantial body of literature is
available in organizational marketing and consumer research that uses direct
research methods Direct research examples in organizational marketing
include the following studies
Based on data from direct research Morgenroth (1964) and Howard andMorgenroth (1968) develop binary flow diagrams and a computerprogram that accurately predict distribution-pricing decisions by GulfOil executives
lsquolsquoDirect researchrsquorsquo
402 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Howard et al (1975) review a series of organizational marketing studiesemploying direct research plusmn which they label ` decision systemsanalysisrsquorsquo
Montgomery (1975) shows the stream of thoughts (including heuristicsand decisions) within one supermarket buying committee of executivesthrough their deliberations on whether or not to buy new groceryproducts
Woodside (1992) includes in-depth reports of ten direct-research studiesconducted in Europe and North America by a team of academicresearchers
Woodside and Wilson (2000) show what-if decision trees based on` thick descriptionsrsquorsquo of marketersrsquo and buyersrsquo decision processesinvolved in the same B2B relationships
Direct research examples in consumer research include the following studiesCox (1967) conducted face-to-face interviews with two housewives separatelyeach week for 20 weeks to gain deep understanding of their automatic andimplicit thoughts related to grocery purchases Bettmanrsquos (1970) doctoraldissertation employed direct research to learn the heuristics implemented bytwo housewives when deciding what to place in their supermarket shoppingcarts Woodside and Fleck (1979) twice interviewed two beer drinkersseparately in their homes plusmn each of the four interviews lasted three hours plusmn tolearn their thoughts feelings and actions regarding beer as a beveragecategory brand preferences productbrand purchase decisions and beerconsumption decisions Payne et al (1993) compare and contrast findings fromconsumer field and laboratory studies employing direct research methodsFournier (1998) employs direct research to learn how brands relate to howconsumers come to understand themselves
Examining similarities and departures in the decision processes amongexecutives and consumers may help to achieve more useful ` sensemakingrsquorsquo(Weick 1995) of real life decision making For example research onexecutivesrsquo and consumer decision processes include modeling the implicitthinking and deciding processes by decision makers Even when organizationalmarketers and consumers report following explicit rules for search and makingchoices thick descriptions of what happens in real life do not support theirreports (eg see Woodside 1992) Automatic thinking rather than explicit (or` strategicrsquorsquo) thinking (see Bargh 1994) appears throughout most phases ofdecision making and often the decision makers are unaware of how suchunintended thoughts are influencing their choices
Why is the direct research logic particularly valuable for studying executiveand consumer decision processes Part of the answer lies in the work byGilovich (1991) he identifies overconfidence in our individual perceptions ofreality as likely to be the single greatest shortcoming to improved knowingThe human tendency is very strong to believe we know even though what weknow ` isnrsquot sorsquorsquo (Gilovich 1991) Thus answers to closed-end questions byexecutives or consumers in a mail survey fail to account for what is reported bythese decision makers that just isnrsquot so as well as what they fail to report that isso Because direct research often combines the collection of supportingdocuments confirmation of thoughts from multiple interviewing of multiplerespondents and direct observation of some interactions of peopleparticipating in the processes direct research studies increase the quality ofdata reported compared to one-shot survey-based studies
Direct research often includes two or more face-to-face interviews with thesame respondents spaced over weeks or months The use of such a methodallows respondents to reflect over their answers given in earlier interviewsBecause reflection clarifies and deepens understanding (see Weick 1995)
Examples
Examining similarities anddepartures
Face-to-face interviews
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 403
respondents often will provide deeper insights into the reasons for theirdecisions and actions than expressed earlier Multiple interviews with the same
respondents permit these respondents to learn what they really believe and feelrelated to the topics covered in the study Weick (1979 p 5) captures this pointwell when discussing the criticality of retrospection ` How can I know what Ithink until I see what I sayrsquorsquo
Closely related to the principle of overconfidence is the ` fallacy of centralityrsquorsquo(ie experts underestimating the likelihood of an event because they would
surely know about the phenomenon if it actually were taking place) (seeWestrum 1982 Weick 1995)
This fallacy is all the more damaging in that it not only discourages curiosity on
the part of the person making it but also frequently creates in himher an
antagonistic stance toward the events in question (Westrum 1982 p 393)
Consequently thinking we know the answer to the issue of whether or notexecutives and consumers may be similar or different in their decisionprocesses is likely to be a false premise To overcome the overconfidence biasand the fallacy of centrality data and information from field studies are needed
on the decision processes enacted by executives and consumers Fortunatelyfield studies are available in the literature for both consumer and executivedecision processes (eg for reviews see Payne et al 1993 Woodside 1992)
Previous research on executive and consumer decision processesA number of field studies provide findings and conclusions about how
decisions are framed and made by consumers and executives Consequentlyrudimentary examinations of similarities and differences in the decisionsimplemented by consumers and executives can be compared Suchcomparisons are rudimentary because the studies reported were not done with
such comparisons in mind and usually different research methods were usedfor collecting data in the studies Still striking similarities and differences canbe noted when examining these studies Striking similarities include thefollowing observations
Both executives and consumers apply very limited search strategies toframe decision contexts to find solutions and to create rules fordeciding Simonrsquos (1957) principle of ` satisficingrsquorsquo rather thanmaximizing applies frequently in decision making by executives andconsumers
Both executives and consumers frequently create and implementnoncompensatory rather than compensatory heuristics for bothidentifying candidate solutions and making final choice decisions plusmn evenwhen they report using compensatory rules careful analysis of theimplemented decisions indicates that they donrsquot
Automatic mental processes (see Bargh 1994) rather than strategicthinking tends to be found in all phases of decision making by bothexecutives and consumers neither executives nor consumers frequentlyexplicitly consider alternative ways of framing and solving problems
For major decisions looping of thoughts back-and-forth to memory andthinking about external stimuli occurs frequently during decisionmaking for example in ` new taskrsquorsquo problems by executives or` extensive problem-solvingrsquorsquo situations experienced by consumers Suchfeedback loops are depicted in Figure 1 by left-to-right arrowsMintzberg (1979) in particular emphasizes that feedback loops are oftenfound in the decisions implemented by executives
Both executives and consumers frequently consult and seek approval ofothers before making a final decision (see Box 8 in Figure 1)
False premise
404 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 1 Decision processes by executives and consumers
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 405
Several differences in decision making between executives and consumers can
be identified in the cited literatures Here are some noteworthy examples
Formal written rules for searching for suppliers and evaluating vendorproposals are created for many categories of decisions withinorganizations but rarely by consumers
Formal performance audits by external audit professionals occurannually for purchasing and in many marketing organizations but rarelyare such audits done for consumer decisions
For many categories of decisions documentation of deliberations anddecision outcomes is more extensive in business organizations comparedto consumer households
Five formal propositions of similarities and departures are described in
separate sections following this introduction these five propositions are
summarized in Table I The discussion closes with implications of the
propositions for improving sensemaking to help plan and implement decisions
that achieve desired outcomes
Similarity Departure
Strategy and research
implications
S1 Thinking deciding and
actions by marketing and
purchasing executives and
household consumers often
include automatic as well as
conscious processing of
information
D1 Research evidence of
business and organizational
marketers and purchasers
engaging in meta-thinking is
more substantial compared
to household consumers
Recognizing the multiple
categories of thinking will
likely improve the quality of
decisions made by business
and industrial marketers few
may recognize the impact of
automatic thoughts
S2 Both executives and
consumers apply
simplifying categorizing
rules for defining decision
contexts
D2 For repetitive decision-
making contexts
categorization rules are more
often formalized in writing
by executives but not by
consumers
How the decision maker
frames the problem decision
has a large impact on hisher
willingness to consider new
vendors
S3 All decision makers
appear to create and use
simplifying decision rules
when faced with two or
more alternatives
D3 Formal written
evaluation and choice rules
are created and applied more
often by professional buyers
compared to household
consumers
Beware industrial buyers
may use formal written
choice rules for comparing
outcomes with informal
unwritten choice rules that
are in fact applied (see
Woodside and Wilson 2000)
S4 Decisions are often
made in groups of two or
more persons both in
industrial firms and
consumer households
D4 Formal group procedures
are enacted often within
industrial firms but not
households during meetings
to frame problems
opportunities evaluate
alternatives and make
choices
Influencing how a problem
is framed will likely affect
who is influential in the
industrial marketing group
decision-making (see Wilson
et al 1991)
S5 Post-experience
evaluations and assessments
of (dis)satisfaction occur
often among both industrial
firms and consumer
households
D5 Performance audits of
suppliers products purchased
and the professional buyers
marketers employed by the
organization are done more
frequently by industrial
firms but rarely if at all by
households
Assessment of best practices
for formal performance
audits done by business and
industrial firms will likely
improve marketing
strategies research is needed
on B2B performance
auditing behavior
Table I Executive and consumer decision processes similarities departures
and strategy implications
Differences in decisionmaking
Formal propositions
406 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Propositions for research
S1 Automatic and controlled thinking D1 Meta-thinkingBargh (1989 1994) and Bargh et al (1996) empirically support the proposition
that most thinking deciding and doing processes include combining bits and
pieces of automatic and conscious processes Consequently all decision
makers can only partly report the motivations and steps taken in their thoughts
and actions because they are only partly aware of their own decision processes
` All decision makersrsquorsquo would include marketers and buyers in organizations
and consumers in households Such a view has profound implications for
theory research and marketing practice Evidence supporting this viewpoint is
available in the field of business and industrial marketing (see Woodside
1987 Woodside and McMurrian 2000) as well as household buying behavior
(Cohen 1966 Thelen and Woodside 1997)
S1 Thinking deciding and actions by marketing and purchasing executivesand household consumers often include automatic as well as consciousprocessing of information
Meta-thinking is defined as thinking about how thinking occurs including how
thinking should occur Meta-thinking by decision makers is a higher form of
conscious thought compared to conscious thoughts directly relevant to
immediate issues Here is an example of meta-thinking versus first-level
conscious thinking
Meta-thinking What supplier performance attributes really make a difference in my
own purchasing performance
First-level conscious thinking Does our major supplier provide on-time delivery
consistently
The creation of written checklists such as safety procedures that must be
followed by a pilot before lift-off is an example of meta thinking While
written procedures on how to think and act with customers and suppliers are
often prescribed in industrial marketing and purchasing departments written
guidelines of purchasing procedures are not found in households
Written evaluation methods using weighted compensatory models are required
in some industrial purchasing departments (see Woodside and Wilson 2000)
but likely are rarely available in households In the USA the National
Association of Purchasing Managers (NAPM) offers short courses and
educational certification programs to train managers on how to think and act
effectively as buyers and purchasing managers more than 30000 professional
buyers are ` Certified Purchasing Managersrsquorsquo Similar certification programs
for training household consumers do not appear to be available
D1 Evidence of business and organizational marketers and purchasersengaging in meta-thinking is more substantial compared to householdconsumers
S2 Use of simplifying categorization rules D2 Formalizing such rulesBoth executives and consumers appear to use a few framing rules when
deciding the nature of the problem or opportunity before them Learning these
problemopportunity framing rules has important implications for influencing
the thinking and subsequent actions of both managers and consumers For
example if a buyer perceives an upcoming purchase as a standard re-order
from current suppliers a new vendor may need to influence the buyer to
reframe the purchase as a ` new task buyrsquorsquo (Howard and Sheth 1969) before
the buyer will consider the new vendorrsquos product or service This implication
follows from the related proposition that the amount of effort in searching for
alternatives and in evaluating alternatives is likely to be influenced by how
decision makers frame problems
Automatic and consciousprocesses
Written checklists
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 407
S2 Both executives and consumers apply simplifying categorizing rules fordefining decision contexts
Three problem dimensions may dominate how decision makers frame aproblemopportunity (see Wilson et al 2000) familiarity financialcommitment and technical complexity Assuming two levels are used as a wayof simplifying each of these three dimensions then eight framing categories
may be identified See Figure 2 Such problem framing thoughts are noted inboth the industrial and consumer research literatures (see Woodside 1992Payne et al 1993)
D2 For repetitive decision-making contexts categorization rules are moreoften formalized in writing by executives but not by consumers
Several rationales may be suggested for written problemopportunity framingrules occurring for executives but not for consumers The formal requirementslisted in the occupational specialty often require written order routines that
differ by product categories (ie raw materials versus MRO items) forpurchasers and buyers in firms but not in households Most householdconsumers may view the purchase of low-priced consumer goods to beperipheral actions not worth the effort of creating and following writtenguidelines Training of new professional buyers is facilitated often by detailedwritten order routines for all product categories such written order routinesmay be prepared rarely for household consumers because training in buying ismore informal and one-on-one for example parent-to-child and sibling-to-
sibling
S3 Use of simplifying evaluationchoice rules D3 Formalizing evaluation
choice rules
S3 All decision makers appear to create and use simplifying decision ruleswhen faced with two or more alternatives
For example both professional buyers and household consumers create and usesimple conjunctive rules to eliminate all but a few possible suppliers or brandswhen faced with many alternatives (ie more than seven or so) A conjunctiverule sets minimum levels of performance that must be met or surpassed in theproduct provided as well as supplier service performance Consequently a` short listrsquorsquo or ` consideration setrsquorsquo of three to five alternatives is formed formore in-depth evaluation using some other evaluation and choice rule Aweighted compensatory or lexicographic rule may be applied for evaluating thealternatives in the short list (consideration set) See Payne et al (1993) for a
discussion of these heuristics
Thus a combination of evaluation and choice rules may occur often for bothexecutives and household consumers when faced with many alternatives toevaluate even though printed forms using weighted compensatory rules forevaluating competing vendors likely are printed only among industrial firmsnot households Consequently organizational buyers and household consumersdepart from each other in the degree of formalization in creating weightedcompensatory heuristics
D3 Formal written evaluation and choice rules are created and appliedmore often by professional buyers compared to household consumers
Organizational marketers should be aware that the final evaluations fromcustomersrsquo written weighted compensatory rules often do not reflect the finalchoices and purchase agreements (see Woodside and Wilson 2000) plusmn theoutcomes of using the weighted compensatory rules may be revised to account
for seemingly idiosyncratic preferences in the organization See Woodside andSherrell (1980) for such choice behavior examples Nevertheless buyers usingweighted compensatory rules report that doing the necessary calculations is
Problem dimensions
Formal requirements
Evaluation and choice rules
408 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 2 An inductive paradigm of organizationa l buying frames
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 409
helpful because the approach forces them to consider more product and serviceattributes than they would consider without the use of such rules
S4 Meetings for evaluating alternative products and suppliers
D4 Formalizing rules of discussion and application of group choice rules
S4 Decisions are often made in groups of two or more persons both inindustrial organizations and households
Even when all members of a group name one person as the sole decisionmaker other members of the group and group discussion are likely to influencethe choices made (Wilson et al 1991)
D4 Formal group procedures are enacted often within industrial firms butnot in households for meetings to frame problemsopportunities evaluatealternatives and make choices
Written procedures of discussion and minutes of conversations and decisionoutcomes (including formal purchase agreements) often follow from cross-departmental meetings in business organizations more often than in meetingsof household members To achieve effective decisions and savings in bulkpurchases meetings for the purpose of evaluating and selecting suppliers mayextend across several manufacturing locations for an industrial firm on anannual basis for several product categories (see Woodside and Samuel 1981)Such meetings may be held rarely by adult siblings living in separatehouseholds However Sirsi et al (1996) offer an exception to this observationin their direct research report of a consumer cooperative buying organization
S5 Evaluating outcomes of buying transactions and quality-in-use
experiences D5 Formal performance audits
S5 Post-experience evaluations and assessments of (dis)satisfaction occuroften among both industrial firms and households
Some judgments influence intentions toward suppliers as well as buyingspecific products Consequently industrial and consumer marketers oftendesign marketing information systems to measure customer satisfaction withuse of products and services plusmn including service provided by salespersons
D5 Performance audits of suppliers products purchased and the profes-sional buyersmarketers employed by the organization are done morefrequently by industrial firms and rarely if ever done by households
Written guidelines are available on how to evaluate the performance ofmarketers professional buyers and the strategy of the organization forindustrial firms much of the popular business literature is devoted to reports ofsuch performance audits (see Woodside and Sakai 2001) Compared to thebusiness-to-business literature the written reports on the effectiveness andefficiency of buying decisions by households are less extensive
Implications for business and industrial marketing strategyOf course the five sets of identified similarities and departures are not intendedto be exhaustive Many additional sets may be described For example manykey relationships among variables involved in decision processes may gounrecognized by participants when making decisions (eg see Senge 1990Hall 1984) However in many industrial contexts systems analyses (egmathematical modeling and simulations) have been applied for identifying keyleverage points affecting outcomes desired by executives (eg see Hall 1984)such work does not appear to be available in the consumer research literatureTaking the time and making the effort to study feedback loops may be criticalfor achieving deep sensemaking of how our decisionsactions result in desiredand undesired outcomes (see Senge 1990) Also many executives in industrial
Meetings
Additional sets
410 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
firms and household consumers resist adoption of productsservices built on
new technology platforms proven to be superior to installed productsservices(see Ram 1987 Woodside 2000a) However such resistance may lead to
decline and death of business organizations (see Christensen 1997) but rarely
among household consumers
The main benefit from studying and comparing both the industrial andconsumer research literatures may be gaining deep understanding of the
subtleties and unexpected interdependencies in thinking deciding talking and
actions of decision makers Most likely sensemaking skills are improved fromlearning the similarities and departures in the processes of both categories of
decision making Thus the issue of what similarities and departures in
decisions and actions occur among business executives and household
consumers may be more useful than advocating that the study of decisionmaking by executives is distinct from the study of decision making by
consumers
Business and industrial strategists are likely to increase their skills in making
effective decisions from studying both the industrial marketing and theconsumer research literature Too often the thought is expressed ` My
company situation is unique plusmn it would not be useful to consider the behavior
of other firms let alone household consumers in similar situations because the
situation is really unique to my companyrsquorsquo Expressing such a mental modeloften indicates an inability to create and learn from analogies Better to start by
casting a wider net let us admit that important similarities in decisions and
behaviors do exist between business firms and household consumers whilerecognizing that success lies also in studying the nuances occurring in the
unique combinations of events in each case study (seeRagin (1987) for a complete development of this point)
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perception and cognitionrsquorsquo in Uleman JS and Bargh JA (Eds) Unintended Thought
Guilford Press New York NY pp 3-51
Bargh JA (1994) ` The four horsemen of automaticityrsquorsquo in Wyer RS and Srull TK (Eds)
Handbook of Social Cognition Erlbaum Hillsdale NJ pp 1-40
Bargh JA Chen M and Burrows L (1996) ` Automaticity of social behavior direct effects
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Bettman JR (1970) ` Information processing models of consumer behaviorrsquorsquo Journal of
Marketing Research Vol 7 No 3 pp 370-6
Christensen CM (1997) The Innovatorrsquos Dilemma Harvard Business School Press
Cambridge MA
Cohen L (1966) ` The level of consciousness a dynamic approach to the recall techniquersquorsquo
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Cox DF (1967) ` Risk handling in consumer behavior plusmn an intensive study of two casesrsquorsquo in
Cox DF (Ed) Risk Taking and Information Handling in Consumer Behavior Harvard
University Graduate School of Business Administration Boston MA pp 18-57
Fournier S (1998) ` Consumers and their brands developing relationship theory in consumer
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Gilovich T (1991) How We Know What Isnrsquot So Free Press New York NY
Hall RI (1984) ` The natural logic of management policy making its implications for the
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Howard JA and Morgenroth WM (1968) ` Information processing model of executive
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Howard JA and Sheth JN (1969) The Theory of Buyer Behavior Wiley New York NY
Howard JA Hulbert J and Farley JU (1975) ` Organizationa l analysis and information-
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No 2 pp 133-48
Learning from analogies
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Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
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Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
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Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
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Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
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Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
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Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
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Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
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pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
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amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
departures between executive and consumer decision processes The creation
and empirical examination of such propositions provides useful ground for
context-based models that describe the conditions resulting in observed
similarities and departures By the end of the discussion the thesis presented
here reaches two central conclusions
(1) Noteworthy similarities in executive and consumer decision processesare useful to describe and test empirically to achieve greatersensemaking of both processes
(2) For every similarity proposition stating a relevant departure propositionmay be supportable empirically
Consequently the study of similarities and departures in such decision
processes presents multiple meanings and cues plusmn the answer most useful to the
principal issue is that both similarities and departures should be expected in
studies of thinking deciding and behaviors among executives and consumers
How can we understand similarities and differences in decision
processesUsing ` direct researchrsquorsquo (Mintzberg 1979) to examine similarities and
departures in the decision processes of executives and consumers helps fulfill
the compelling need for understanding Direct research compels explicit model
building when studying the nuances behind the similarities and differences plusmn
and how both the executive and consumer might improve their thinking
processes Direct research includes face-to-face interviews with decision
makers plusmn usually multiple interviews of the same persons in two or moresessions andor interviews with additional persons mentioned during initial
interviews Direct research on decision making attempts to capture deepknowledge of the streams of thinking and actions of ` emergent strategiesrsquorsquo
(Mintzberg 1979) Such emergent strategies include the nuances arising from
transforming planning with implementing decisionsactions including
adjustments in thinking searching for information modifications to decision
rules last minute third-party influences and unexpected contextual influences
Mintzberg (1979) provides six basic themes for direct research
(1) The research is as purely descriptive as the researcher is able to make it
(2) The research relies on simple plusmn in a sense inelegant plusmn methodologies
(3) The research is as purely inductive as possible
(4) The research is systematic in nature plusmn specific kinds of data are collectedsystematically
(5) The research in its intensive nature ensures that systematic data aresupported by anecdotal data because theory building seems to requiredescription the richness that comes from anecdote
(6) The research seeks to synthesize to integrate diverse elements intoconfigurations of ideal or pure types
Because direct research runs counter to the dominant logic of empirical
positivism (ie surveys or experiments that test deductively developed
hypotheses) it may be surprising to learn that a substantial body of literature is
available in organizational marketing and consumer research that uses direct
research methods Direct research examples in organizational marketing
include the following studies
Based on data from direct research Morgenroth (1964) and Howard andMorgenroth (1968) develop binary flow diagrams and a computerprogram that accurately predict distribution-pricing decisions by GulfOil executives
lsquolsquoDirect researchrsquorsquo
402 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Howard et al (1975) review a series of organizational marketing studiesemploying direct research plusmn which they label ` decision systemsanalysisrsquorsquo
Montgomery (1975) shows the stream of thoughts (including heuristicsand decisions) within one supermarket buying committee of executivesthrough their deliberations on whether or not to buy new groceryproducts
Woodside (1992) includes in-depth reports of ten direct-research studiesconducted in Europe and North America by a team of academicresearchers
Woodside and Wilson (2000) show what-if decision trees based on` thick descriptionsrsquorsquo of marketersrsquo and buyersrsquo decision processesinvolved in the same B2B relationships
Direct research examples in consumer research include the following studiesCox (1967) conducted face-to-face interviews with two housewives separatelyeach week for 20 weeks to gain deep understanding of their automatic andimplicit thoughts related to grocery purchases Bettmanrsquos (1970) doctoraldissertation employed direct research to learn the heuristics implemented bytwo housewives when deciding what to place in their supermarket shoppingcarts Woodside and Fleck (1979) twice interviewed two beer drinkersseparately in their homes plusmn each of the four interviews lasted three hours plusmn tolearn their thoughts feelings and actions regarding beer as a beveragecategory brand preferences productbrand purchase decisions and beerconsumption decisions Payne et al (1993) compare and contrast findings fromconsumer field and laboratory studies employing direct research methodsFournier (1998) employs direct research to learn how brands relate to howconsumers come to understand themselves
Examining similarities and departures in the decision processes amongexecutives and consumers may help to achieve more useful ` sensemakingrsquorsquo(Weick 1995) of real life decision making For example research onexecutivesrsquo and consumer decision processes include modeling the implicitthinking and deciding processes by decision makers Even when organizationalmarketers and consumers report following explicit rules for search and makingchoices thick descriptions of what happens in real life do not support theirreports (eg see Woodside 1992) Automatic thinking rather than explicit (or` strategicrsquorsquo) thinking (see Bargh 1994) appears throughout most phases ofdecision making and often the decision makers are unaware of how suchunintended thoughts are influencing their choices
Why is the direct research logic particularly valuable for studying executiveand consumer decision processes Part of the answer lies in the work byGilovich (1991) he identifies overconfidence in our individual perceptions ofreality as likely to be the single greatest shortcoming to improved knowingThe human tendency is very strong to believe we know even though what weknow ` isnrsquot sorsquorsquo (Gilovich 1991) Thus answers to closed-end questions byexecutives or consumers in a mail survey fail to account for what is reported bythese decision makers that just isnrsquot so as well as what they fail to report that isso Because direct research often combines the collection of supportingdocuments confirmation of thoughts from multiple interviewing of multiplerespondents and direct observation of some interactions of peopleparticipating in the processes direct research studies increase the quality ofdata reported compared to one-shot survey-based studies
Direct research often includes two or more face-to-face interviews with thesame respondents spaced over weeks or months The use of such a methodallows respondents to reflect over their answers given in earlier interviewsBecause reflection clarifies and deepens understanding (see Weick 1995)
Examples
Examining similarities anddepartures
Face-to-face interviews
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 403
respondents often will provide deeper insights into the reasons for theirdecisions and actions than expressed earlier Multiple interviews with the same
respondents permit these respondents to learn what they really believe and feelrelated to the topics covered in the study Weick (1979 p 5) captures this pointwell when discussing the criticality of retrospection ` How can I know what Ithink until I see what I sayrsquorsquo
Closely related to the principle of overconfidence is the ` fallacy of centralityrsquorsquo(ie experts underestimating the likelihood of an event because they would
surely know about the phenomenon if it actually were taking place) (seeWestrum 1982 Weick 1995)
This fallacy is all the more damaging in that it not only discourages curiosity on
the part of the person making it but also frequently creates in himher an
antagonistic stance toward the events in question (Westrum 1982 p 393)
Consequently thinking we know the answer to the issue of whether or notexecutives and consumers may be similar or different in their decisionprocesses is likely to be a false premise To overcome the overconfidence biasand the fallacy of centrality data and information from field studies are needed
on the decision processes enacted by executives and consumers Fortunatelyfield studies are available in the literature for both consumer and executivedecision processes (eg for reviews see Payne et al 1993 Woodside 1992)
Previous research on executive and consumer decision processesA number of field studies provide findings and conclusions about how
decisions are framed and made by consumers and executives Consequentlyrudimentary examinations of similarities and differences in the decisionsimplemented by consumers and executives can be compared Suchcomparisons are rudimentary because the studies reported were not done with
such comparisons in mind and usually different research methods were usedfor collecting data in the studies Still striking similarities and differences canbe noted when examining these studies Striking similarities include thefollowing observations
Both executives and consumers apply very limited search strategies toframe decision contexts to find solutions and to create rules fordeciding Simonrsquos (1957) principle of ` satisficingrsquorsquo rather thanmaximizing applies frequently in decision making by executives andconsumers
Both executives and consumers frequently create and implementnoncompensatory rather than compensatory heuristics for bothidentifying candidate solutions and making final choice decisions plusmn evenwhen they report using compensatory rules careful analysis of theimplemented decisions indicates that they donrsquot
Automatic mental processes (see Bargh 1994) rather than strategicthinking tends to be found in all phases of decision making by bothexecutives and consumers neither executives nor consumers frequentlyexplicitly consider alternative ways of framing and solving problems
For major decisions looping of thoughts back-and-forth to memory andthinking about external stimuli occurs frequently during decisionmaking for example in ` new taskrsquorsquo problems by executives or` extensive problem-solvingrsquorsquo situations experienced by consumers Suchfeedback loops are depicted in Figure 1 by left-to-right arrowsMintzberg (1979) in particular emphasizes that feedback loops are oftenfound in the decisions implemented by executives
Both executives and consumers frequently consult and seek approval ofothers before making a final decision (see Box 8 in Figure 1)
False premise
404 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 1 Decision processes by executives and consumers
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 405
Several differences in decision making between executives and consumers can
be identified in the cited literatures Here are some noteworthy examples
Formal written rules for searching for suppliers and evaluating vendorproposals are created for many categories of decisions withinorganizations but rarely by consumers
Formal performance audits by external audit professionals occurannually for purchasing and in many marketing organizations but rarelyare such audits done for consumer decisions
For many categories of decisions documentation of deliberations anddecision outcomes is more extensive in business organizations comparedto consumer households
Five formal propositions of similarities and departures are described in
separate sections following this introduction these five propositions are
summarized in Table I The discussion closes with implications of the
propositions for improving sensemaking to help plan and implement decisions
that achieve desired outcomes
Similarity Departure
Strategy and research
implications
S1 Thinking deciding and
actions by marketing and
purchasing executives and
household consumers often
include automatic as well as
conscious processing of
information
D1 Research evidence of
business and organizational
marketers and purchasers
engaging in meta-thinking is
more substantial compared
to household consumers
Recognizing the multiple
categories of thinking will
likely improve the quality of
decisions made by business
and industrial marketers few
may recognize the impact of
automatic thoughts
S2 Both executives and
consumers apply
simplifying categorizing
rules for defining decision
contexts
D2 For repetitive decision-
making contexts
categorization rules are more
often formalized in writing
by executives but not by
consumers
How the decision maker
frames the problem decision
has a large impact on hisher
willingness to consider new
vendors
S3 All decision makers
appear to create and use
simplifying decision rules
when faced with two or
more alternatives
D3 Formal written
evaluation and choice rules
are created and applied more
often by professional buyers
compared to household
consumers
Beware industrial buyers
may use formal written
choice rules for comparing
outcomes with informal
unwritten choice rules that
are in fact applied (see
Woodside and Wilson 2000)
S4 Decisions are often
made in groups of two or
more persons both in
industrial firms and
consumer households
D4 Formal group procedures
are enacted often within
industrial firms but not
households during meetings
to frame problems
opportunities evaluate
alternatives and make
choices
Influencing how a problem
is framed will likely affect
who is influential in the
industrial marketing group
decision-making (see Wilson
et al 1991)
S5 Post-experience
evaluations and assessments
of (dis)satisfaction occur
often among both industrial
firms and consumer
households
D5 Performance audits of
suppliers products purchased
and the professional buyers
marketers employed by the
organization are done more
frequently by industrial
firms but rarely if at all by
households
Assessment of best practices
for formal performance
audits done by business and
industrial firms will likely
improve marketing
strategies research is needed
on B2B performance
auditing behavior
Table I Executive and consumer decision processes similarities departures
and strategy implications
Differences in decisionmaking
Formal propositions
406 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Propositions for research
S1 Automatic and controlled thinking D1 Meta-thinkingBargh (1989 1994) and Bargh et al (1996) empirically support the proposition
that most thinking deciding and doing processes include combining bits and
pieces of automatic and conscious processes Consequently all decision
makers can only partly report the motivations and steps taken in their thoughts
and actions because they are only partly aware of their own decision processes
` All decision makersrsquorsquo would include marketers and buyers in organizations
and consumers in households Such a view has profound implications for
theory research and marketing practice Evidence supporting this viewpoint is
available in the field of business and industrial marketing (see Woodside
1987 Woodside and McMurrian 2000) as well as household buying behavior
(Cohen 1966 Thelen and Woodside 1997)
S1 Thinking deciding and actions by marketing and purchasing executivesand household consumers often include automatic as well as consciousprocessing of information
Meta-thinking is defined as thinking about how thinking occurs including how
thinking should occur Meta-thinking by decision makers is a higher form of
conscious thought compared to conscious thoughts directly relevant to
immediate issues Here is an example of meta-thinking versus first-level
conscious thinking
Meta-thinking What supplier performance attributes really make a difference in my
own purchasing performance
First-level conscious thinking Does our major supplier provide on-time delivery
consistently
The creation of written checklists such as safety procedures that must be
followed by a pilot before lift-off is an example of meta thinking While
written procedures on how to think and act with customers and suppliers are
often prescribed in industrial marketing and purchasing departments written
guidelines of purchasing procedures are not found in households
Written evaluation methods using weighted compensatory models are required
in some industrial purchasing departments (see Woodside and Wilson 2000)
but likely are rarely available in households In the USA the National
Association of Purchasing Managers (NAPM) offers short courses and
educational certification programs to train managers on how to think and act
effectively as buyers and purchasing managers more than 30000 professional
buyers are ` Certified Purchasing Managersrsquorsquo Similar certification programs
for training household consumers do not appear to be available
D1 Evidence of business and organizational marketers and purchasersengaging in meta-thinking is more substantial compared to householdconsumers
S2 Use of simplifying categorization rules D2 Formalizing such rulesBoth executives and consumers appear to use a few framing rules when
deciding the nature of the problem or opportunity before them Learning these
problemopportunity framing rules has important implications for influencing
the thinking and subsequent actions of both managers and consumers For
example if a buyer perceives an upcoming purchase as a standard re-order
from current suppliers a new vendor may need to influence the buyer to
reframe the purchase as a ` new task buyrsquorsquo (Howard and Sheth 1969) before
the buyer will consider the new vendorrsquos product or service This implication
follows from the related proposition that the amount of effort in searching for
alternatives and in evaluating alternatives is likely to be influenced by how
decision makers frame problems
Automatic and consciousprocesses
Written checklists
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 407
S2 Both executives and consumers apply simplifying categorizing rules fordefining decision contexts
Three problem dimensions may dominate how decision makers frame aproblemopportunity (see Wilson et al 2000) familiarity financialcommitment and technical complexity Assuming two levels are used as a wayof simplifying each of these three dimensions then eight framing categories
may be identified See Figure 2 Such problem framing thoughts are noted inboth the industrial and consumer research literatures (see Woodside 1992Payne et al 1993)
D2 For repetitive decision-making contexts categorization rules are moreoften formalized in writing by executives but not by consumers
Several rationales may be suggested for written problemopportunity framingrules occurring for executives but not for consumers The formal requirementslisted in the occupational specialty often require written order routines that
differ by product categories (ie raw materials versus MRO items) forpurchasers and buyers in firms but not in households Most householdconsumers may view the purchase of low-priced consumer goods to beperipheral actions not worth the effort of creating and following writtenguidelines Training of new professional buyers is facilitated often by detailedwritten order routines for all product categories such written order routinesmay be prepared rarely for household consumers because training in buying ismore informal and one-on-one for example parent-to-child and sibling-to-
sibling
S3 Use of simplifying evaluationchoice rules D3 Formalizing evaluation
choice rules
S3 All decision makers appear to create and use simplifying decision ruleswhen faced with two or more alternatives
For example both professional buyers and household consumers create and usesimple conjunctive rules to eliminate all but a few possible suppliers or brandswhen faced with many alternatives (ie more than seven or so) A conjunctiverule sets minimum levels of performance that must be met or surpassed in theproduct provided as well as supplier service performance Consequently a` short listrsquorsquo or ` consideration setrsquorsquo of three to five alternatives is formed formore in-depth evaluation using some other evaluation and choice rule Aweighted compensatory or lexicographic rule may be applied for evaluating thealternatives in the short list (consideration set) See Payne et al (1993) for a
discussion of these heuristics
Thus a combination of evaluation and choice rules may occur often for bothexecutives and household consumers when faced with many alternatives toevaluate even though printed forms using weighted compensatory rules forevaluating competing vendors likely are printed only among industrial firmsnot households Consequently organizational buyers and household consumersdepart from each other in the degree of formalization in creating weightedcompensatory heuristics
D3 Formal written evaluation and choice rules are created and appliedmore often by professional buyers compared to household consumers
Organizational marketers should be aware that the final evaluations fromcustomersrsquo written weighted compensatory rules often do not reflect the finalchoices and purchase agreements (see Woodside and Wilson 2000) plusmn theoutcomes of using the weighted compensatory rules may be revised to account
for seemingly idiosyncratic preferences in the organization See Woodside andSherrell (1980) for such choice behavior examples Nevertheless buyers usingweighted compensatory rules report that doing the necessary calculations is
Problem dimensions
Formal requirements
Evaluation and choice rules
408 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 2 An inductive paradigm of organizationa l buying frames
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 409
helpful because the approach forces them to consider more product and serviceattributes than they would consider without the use of such rules
S4 Meetings for evaluating alternative products and suppliers
D4 Formalizing rules of discussion and application of group choice rules
S4 Decisions are often made in groups of two or more persons both inindustrial organizations and households
Even when all members of a group name one person as the sole decisionmaker other members of the group and group discussion are likely to influencethe choices made (Wilson et al 1991)
D4 Formal group procedures are enacted often within industrial firms butnot in households for meetings to frame problemsopportunities evaluatealternatives and make choices
Written procedures of discussion and minutes of conversations and decisionoutcomes (including formal purchase agreements) often follow from cross-departmental meetings in business organizations more often than in meetingsof household members To achieve effective decisions and savings in bulkpurchases meetings for the purpose of evaluating and selecting suppliers mayextend across several manufacturing locations for an industrial firm on anannual basis for several product categories (see Woodside and Samuel 1981)Such meetings may be held rarely by adult siblings living in separatehouseholds However Sirsi et al (1996) offer an exception to this observationin their direct research report of a consumer cooperative buying organization
S5 Evaluating outcomes of buying transactions and quality-in-use
experiences D5 Formal performance audits
S5 Post-experience evaluations and assessments of (dis)satisfaction occuroften among both industrial firms and households
Some judgments influence intentions toward suppliers as well as buyingspecific products Consequently industrial and consumer marketers oftendesign marketing information systems to measure customer satisfaction withuse of products and services plusmn including service provided by salespersons
D5 Performance audits of suppliers products purchased and the profes-sional buyersmarketers employed by the organization are done morefrequently by industrial firms and rarely if ever done by households
Written guidelines are available on how to evaluate the performance ofmarketers professional buyers and the strategy of the organization forindustrial firms much of the popular business literature is devoted to reports ofsuch performance audits (see Woodside and Sakai 2001) Compared to thebusiness-to-business literature the written reports on the effectiveness andefficiency of buying decisions by households are less extensive
Implications for business and industrial marketing strategyOf course the five sets of identified similarities and departures are not intendedto be exhaustive Many additional sets may be described For example manykey relationships among variables involved in decision processes may gounrecognized by participants when making decisions (eg see Senge 1990Hall 1984) However in many industrial contexts systems analyses (egmathematical modeling and simulations) have been applied for identifying keyleverage points affecting outcomes desired by executives (eg see Hall 1984)such work does not appear to be available in the consumer research literatureTaking the time and making the effort to study feedback loops may be criticalfor achieving deep sensemaking of how our decisionsactions result in desiredand undesired outcomes (see Senge 1990) Also many executives in industrial
Meetings
Additional sets
410 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
firms and household consumers resist adoption of productsservices built on
new technology platforms proven to be superior to installed productsservices(see Ram 1987 Woodside 2000a) However such resistance may lead to
decline and death of business organizations (see Christensen 1997) but rarely
among household consumers
The main benefit from studying and comparing both the industrial andconsumer research literatures may be gaining deep understanding of the
subtleties and unexpected interdependencies in thinking deciding talking and
actions of decision makers Most likely sensemaking skills are improved fromlearning the similarities and departures in the processes of both categories of
decision making Thus the issue of what similarities and departures in
decisions and actions occur among business executives and household
consumers may be more useful than advocating that the study of decisionmaking by executives is distinct from the study of decision making by
consumers
Business and industrial strategists are likely to increase their skills in making
effective decisions from studying both the industrial marketing and theconsumer research literature Too often the thought is expressed ` My
company situation is unique plusmn it would not be useful to consider the behavior
of other firms let alone household consumers in similar situations because the
situation is really unique to my companyrsquorsquo Expressing such a mental modeloften indicates an inability to create and learn from analogies Better to start by
casting a wider net let us admit that important similarities in decisions and
behaviors do exist between business firms and household consumers whilerecognizing that success lies also in studying the nuances occurring in the
unique combinations of events in each case study (seeRagin (1987) for a complete development of this point)
References
Bargh JA (1989) ` Conditiona l automaticity varieties of automatic influence in social
perception and cognitionrsquorsquo in Uleman JS and Bargh JA (Eds) Unintended Thought
Guilford Press New York NY pp 3-51
Bargh JA (1994) ` The four horsemen of automaticityrsquorsquo in Wyer RS and Srull TK (Eds)
Handbook of Social Cognition Erlbaum Hillsdale NJ pp 1-40
Bargh JA Chen M and Burrows L (1996) ` Automaticity of social behavior direct effects
of trait construct and stereotype activation on actionrsquorsquo Journal of Personality and Social
Psychology Vol 71 No 2 pp 230-44
Bettman JR (1970) ` Information processing models of consumer behaviorrsquorsquo Journal of
Marketing Research Vol 7 No 3 pp 370-6
Christensen CM (1997) The Innovatorrsquos Dilemma Harvard Business School Press
Cambridge MA
Cohen L (1966) ` The level of consciousness a dynamic approach to the recall techniquersquorsquo
Journal of Marketing Research Vol 3 No 2 pp 142-8
Cox DF (1967) ` Risk handling in consumer behavior plusmn an intensive study of two casesrsquorsquo in
Cox DF (Ed) Risk Taking and Information Handling in Consumer Behavior Harvard
University Graduate School of Business Administration Boston MA pp 18-57
Fournier S (1998) ` Consumers and their brands developing relationship theory in consumer
researchrsquorsquo Journal of Consumer Research Vol 24 No 4 pp 343-74
Gilovich T (1991) How We Know What Isnrsquot So Free Press New York NY
Hall RI (1984) ` The natural logic of management policy making its implications for the
survival of an organization rsquorsquo Management Science Vol 30 pp 905-27
Howard JA and Morgenroth WM (1968) ` Information processing model of executive
decisionrsquorsquo Management Science Vol 14 March pp 416-28
Howard JA and Sheth JN (1969) The Theory of Buyer Behavior Wiley New York NY
Howard JA Hulbert J and Farley JU (1975) ` Organizationa l analysis and information-
systems design a decision-proces s perspectiversquorsquo Journal of Business Research Vol 3
No 2 pp 133-48
Learning from analogies
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 411
Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
Marketing Research Vol 1 No 3 pp 17-26
Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
Quarterly Vol 24 December pp 582-9
Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
Provo UT pp 193-7
Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
Journal of Research in Marketing Vol 14 November pp 125-43
Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
Westrum R (1982) ` Social intelligence about hidden eventsrsquorsquo Knowledge Vol 3 No 3
pp 381-400
Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
paradigm of group choice in organizationa l buyingrsquorsquo Journal of Marketing Research
Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
frame problems and the influence of value-added customer services (VACS) on supplier
choicersquorsquo in Arch GW (Ed) Designing Winning Products Elsevier Science Amsterdam
pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
Woodside AG (Ed) (1996) Case Studies for Industrial and Business Marketing JAI Press
Stamford CT
Woodside AG (2000a) ` When superior new technologie s are rejectedrsquorsquo in Woodside AG
(Ed) Designing Winning Products Elsevier Science Amsterdam
Woodside AG and Fleck RA Jr (1979) ` The case approach to understanding brand
choicersquorsquo Journal of Advertising Research Vol 19 No 2 pp 23-30
Woodside AG and McMurrian RC (2000) ` Automatic cognitive processing and choice of
suppliers by business-to-business customersrsquorsquo in Woodside AG (Ed) Designing
Winning Products Elsevier Science Amsterdam pp 245-54
Woodside AG and Sakai M (2001) Meta-Evaluation Sagamore Publishing Champaign
IL
Woodside AG and Samuel DM (1981) ` Observation s of corporate procurementrsquorsquo
Industrial Marketing Management Vol 10 pp 191-205
Woodside AG and Sherrell DC (1980) ` New replacement part buyingrsquorsquo Industrial
Marketing Management Vol 9 pp 123-32
Woodside AG and Wilson EJ (2000) ` Constructing thick descriptions of marketersrsquo and
buyersrsquo decision processes in business-to-busines s relationshipsrsquorsquo Journal of Business amp
Industrial Marketing Vol 15 No 5 pp 354-69
amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Howard et al (1975) review a series of organizational marketing studiesemploying direct research plusmn which they label ` decision systemsanalysisrsquorsquo
Montgomery (1975) shows the stream of thoughts (including heuristicsand decisions) within one supermarket buying committee of executivesthrough their deliberations on whether or not to buy new groceryproducts
Woodside (1992) includes in-depth reports of ten direct-research studiesconducted in Europe and North America by a team of academicresearchers
Woodside and Wilson (2000) show what-if decision trees based on` thick descriptionsrsquorsquo of marketersrsquo and buyersrsquo decision processesinvolved in the same B2B relationships
Direct research examples in consumer research include the following studiesCox (1967) conducted face-to-face interviews with two housewives separatelyeach week for 20 weeks to gain deep understanding of their automatic andimplicit thoughts related to grocery purchases Bettmanrsquos (1970) doctoraldissertation employed direct research to learn the heuristics implemented bytwo housewives when deciding what to place in their supermarket shoppingcarts Woodside and Fleck (1979) twice interviewed two beer drinkersseparately in their homes plusmn each of the four interviews lasted three hours plusmn tolearn their thoughts feelings and actions regarding beer as a beveragecategory brand preferences productbrand purchase decisions and beerconsumption decisions Payne et al (1993) compare and contrast findings fromconsumer field and laboratory studies employing direct research methodsFournier (1998) employs direct research to learn how brands relate to howconsumers come to understand themselves
Examining similarities and departures in the decision processes amongexecutives and consumers may help to achieve more useful ` sensemakingrsquorsquo(Weick 1995) of real life decision making For example research onexecutivesrsquo and consumer decision processes include modeling the implicitthinking and deciding processes by decision makers Even when organizationalmarketers and consumers report following explicit rules for search and makingchoices thick descriptions of what happens in real life do not support theirreports (eg see Woodside 1992) Automatic thinking rather than explicit (or` strategicrsquorsquo) thinking (see Bargh 1994) appears throughout most phases ofdecision making and often the decision makers are unaware of how suchunintended thoughts are influencing their choices
Why is the direct research logic particularly valuable for studying executiveand consumer decision processes Part of the answer lies in the work byGilovich (1991) he identifies overconfidence in our individual perceptions ofreality as likely to be the single greatest shortcoming to improved knowingThe human tendency is very strong to believe we know even though what weknow ` isnrsquot sorsquorsquo (Gilovich 1991) Thus answers to closed-end questions byexecutives or consumers in a mail survey fail to account for what is reported bythese decision makers that just isnrsquot so as well as what they fail to report that isso Because direct research often combines the collection of supportingdocuments confirmation of thoughts from multiple interviewing of multiplerespondents and direct observation of some interactions of peopleparticipating in the processes direct research studies increase the quality ofdata reported compared to one-shot survey-based studies
Direct research often includes two or more face-to-face interviews with thesame respondents spaced over weeks or months The use of such a methodallows respondents to reflect over their answers given in earlier interviewsBecause reflection clarifies and deepens understanding (see Weick 1995)
Examples
Examining similarities anddepartures
Face-to-face interviews
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 403
respondents often will provide deeper insights into the reasons for theirdecisions and actions than expressed earlier Multiple interviews with the same
respondents permit these respondents to learn what they really believe and feelrelated to the topics covered in the study Weick (1979 p 5) captures this pointwell when discussing the criticality of retrospection ` How can I know what Ithink until I see what I sayrsquorsquo
Closely related to the principle of overconfidence is the ` fallacy of centralityrsquorsquo(ie experts underestimating the likelihood of an event because they would
surely know about the phenomenon if it actually were taking place) (seeWestrum 1982 Weick 1995)
This fallacy is all the more damaging in that it not only discourages curiosity on
the part of the person making it but also frequently creates in himher an
antagonistic stance toward the events in question (Westrum 1982 p 393)
Consequently thinking we know the answer to the issue of whether or notexecutives and consumers may be similar or different in their decisionprocesses is likely to be a false premise To overcome the overconfidence biasand the fallacy of centrality data and information from field studies are needed
on the decision processes enacted by executives and consumers Fortunatelyfield studies are available in the literature for both consumer and executivedecision processes (eg for reviews see Payne et al 1993 Woodside 1992)
Previous research on executive and consumer decision processesA number of field studies provide findings and conclusions about how
decisions are framed and made by consumers and executives Consequentlyrudimentary examinations of similarities and differences in the decisionsimplemented by consumers and executives can be compared Suchcomparisons are rudimentary because the studies reported were not done with
such comparisons in mind and usually different research methods were usedfor collecting data in the studies Still striking similarities and differences canbe noted when examining these studies Striking similarities include thefollowing observations
Both executives and consumers apply very limited search strategies toframe decision contexts to find solutions and to create rules fordeciding Simonrsquos (1957) principle of ` satisficingrsquorsquo rather thanmaximizing applies frequently in decision making by executives andconsumers
Both executives and consumers frequently create and implementnoncompensatory rather than compensatory heuristics for bothidentifying candidate solutions and making final choice decisions plusmn evenwhen they report using compensatory rules careful analysis of theimplemented decisions indicates that they donrsquot
Automatic mental processes (see Bargh 1994) rather than strategicthinking tends to be found in all phases of decision making by bothexecutives and consumers neither executives nor consumers frequentlyexplicitly consider alternative ways of framing and solving problems
For major decisions looping of thoughts back-and-forth to memory andthinking about external stimuli occurs frequently during decisionmaking for example in ` new taskrsquorsquo problems by executives or` extensive problem-solvingrsquorsquo situations experienced by consumers Suchfeedback loops are depicted in Figure 1 by left-to-right arrowsMintzberg (1979) in particular emphasizes that feedback loops are oftenfound in the decisions implemented by executives
Both executives and consumers frequently consult and seek approval ofothers before making a final decision (see Box 8 in Figure 1)
False premise
404 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 1 Decision processes by executives and consumers
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 405
Several differences in decision making between executives and consumers can
be identified in the cited literatures Here are some noteworthy examples
Formal written rules for searching for suppliers and evaluating vendorproposals are created for many categories of decisions withinorganizations but rarely by consumers
Formal performance audits by external audit professionals occurannually for purchasing and in many marketing organizations but rarelyare such audits done for consumer decisions
For many categories of decisions documentation of deliberations anddecision outcomes is more extensive in business organizations comparedto consumer households
Five formal propositions of similarities and departures are described in
separate sections following this introduction these five propositions are
summarized in Table I The discussion closes with implications of the
propositions for improving sensemaking to help plan and implement decisions
that achieve desired outcomes
Similarity Departure
Strategy and research
implications
S1 Thinking deciding and
actions by marketing and
purchasing executives and
household consumers often
include automatic as well as
conscious processing of
information
D1 Research evidence of
business and organizational
marketers and purchasers
engaging in meta-thinking is
more substantial compared
to household consumers
Recognizing the multiple
categories of thinking will
likely improve the quality of
decisions made by business
and industrial marketers few
may recognize the impact of
automatic thoughts
S2 Both executives and
consumers apply
simplifying categorizing
rules for defining decision
contexts
D2 For repetitive decision-
making contexts
categorization rules are more
often formalized in writing
by executives but not by
consumers
How the decision maker
frames the problem decision
has a large impact on hisher
willingness to consider new
vendors
S3 All decision makers
appear to create and use
simplifying decision rules
when faced with two or
more alternatives
D3 Formal written
evaluation and choice rules
are created and applied more
often by professional buyers
compared to household
consumers
Beware industrial buyers
may use formal written
choice rules for comparing
outcomes with informal
unwritten choice rules that
are in fact applied (see
Woodside and Wilson 2000)
S4 Decisions are often
made in groups of two or
more persons both in
industrial firms and
consumer households
D4 Formal group procedures
are enacted often within
industrial firms but not
households during meetings
to frame problems
opportunities evaluate
alternatives and make
choices
Influencing how a problem
is framed will likely affect
who is influential in the
industrial marketing group
decision-making (see Wilson
et al 1991)
S5 Post-experience
evaluations and assessments
of (dis)satisfaction occur
often among both industrial
firms and consumer
households
D5 Performance audits of
suppliers products purchased
and the professional buyers
marketers employed by the
organization are done more
frequently by industrial
firms but rarely if at all by
households
Assessment of best practices
for formal performance
audits done by business and
industrial firms will likely
improve marketing
strategies research is needed
on B2B performance
auditing behavior
Table I Executive and consumer decision processes similarities departures
and strategy implications
Differences in decisionmaking
Formal propositions
406 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Propositions for research
S1 Automatic and controlled thinking D1 Meta-thinkingBargh (1989 1994) and Bargh et al (1996) empirically support the proposition
that most thinking deciding and doing processes include combining bits and
pieces of automatic and conscious processes Consequently all decision
makers can only partly report the motivations and steps taken in their thoughts
and actions because they are only partly aware of their own decision processes
` All decision makersrsquorsquo would include marketers and buyers in organizations
and consumers in households Such a view has profound implications for
theory research and marketing practice Evidence supporting this viewpoint is
available in the field of business and industrial marketing (see Woodside
1987 Woodside and McMurrian 2000) as well as household buying behavior
(Cohen 1966 Thelen and Woodside 1997)
S1 Thinking deciding and actions by marketing and purchasing executivesand household consumers often include automatic as well as consciousprocessing of information
Meta-thinking is defined as thinking about how thinking occurs including how
thinking should occur Meta-thinking by decision makers is a higher form of
conscious thought compared to conscious thoughts directly relevant to
immediate issues Here is an example of meta-thinking versus first-level
conscious thinking
Meta-thinking What supplier performance attributes really make a difference in my
own purchasing performance
First-level conscious thinking Does our major supplier provide on-time delivery
consistently
The creation of written checklists such as safety procedures that must be
followed by a pilot before lift-off is an example of meta thinking While
written procedures on how to think and act with customers and suppliers are
often prescribed in industrial marketing and purchasing departments written
guidelines of purchasing procedures are not found in households
Written evaluation methods using weighted compensatory models are required
in some industrial purchasing departments (see Woodside and Wilson 2000)
but likely are rarely available in households In the USA the National
Association of Purchasing Managers (NAPM) offers short courses and
educational certification programs to train managers on how to think and act
effectively as buyers and purchasing managers more than 30000 professional
buyers are ` Certified Purchasing Managersrsquorsquo Similar certification programs
for training household consumers do not appear to be available
D1 Evidence of business and organizational marketers and purchasersengaging in meta-thinking is more substantial compared to householdconsumers
S2 Use of simplifying categorization rules D2 Formalizing such rulesBoth executives and consumers appear to use a few framing rules when
deciding the nature of the problem or opportunity before them Learning these
problemopportunity framing rules has important implications for influencing
the thinking and subsequent actions of both managers and consumers For
example if a buyer perceives an upcoming purchase as a standard re-order
from current suppliers a new vendor may need to influence the buyer to
reframe the purchase as a ` new task buyrsquorsquo (Howard and Sheth 1969) before
the buyer will consider the new vendorrsquos product or service This implication
follows from the related proposition that the amount of effort in searching for
alternatives and in evaluating alternatives is likely to be influenced by how
decision makers frame problems
Automatic and consciousprocesses
Written checklists
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 407
S2 Both executives and consumers apply simplifying categorizing rules fordefining decision contexts
Three problem dimensions may dominate how decision makers frame aproblemopportunity (see Wilson et al 2000) familiarity financialcommitment and technical complexity Assuming two levels are used as a wayof simplifying each of these three dimensions then eight framing categories
may be identified See Figure 2 Such problem framing thoughts are noted inboth the industrial and consumer research literatures (see Woodside 1992Payne et al 1993)
D2 For repetitive decision-making contexts categorization rules are moreoften formalized in writing by executives but not by consumers
Several rationales may be suggested for written problemopportunity framingrules occurring for executives but not for consumers The formal requirementslisted in the occupational specialty often require written order routines that
differ by product categories (ie raw materials versus MRO items) forpurchasers and buyers in firms but not in households Most householdconsumers may view the purchase of low-priced consumer goods to beperipheral actions not worth the effort of creating and following writtenguidelines Training of new professional buyers is facilitated often by detailedwritten order routines for all product categories such written order routinesmay be prepared rarely for household consumers because training in buying ismore informal and one-on-one for example parent-to-child and sibling-to-
sibling
S3 Use of simplifying evaluationchoice rules D3 Formalizing evaluation
choice rules
S3 All decision makers appear to create and use simplifying decision ruleswhen faced with two or more alternatives
For example both professional buyers and household consumers create and usesimple conjunctive rules to eliminate all but a few possible suppliers or brandswhen faced with many alternatives (ie more than seven or so) A conjunctiverule sets minimum levels of performance that must be met or surpassed in theproduct provided as well as supplier service performance Consequently a` short listrsquorsquo or ` consideration setrsquorsquo of three to five alternatives is formed formore in-depth evaluation using some other evaluation and choice rule Aweighted compensatory or lexicographic rule may be applied for evaluating thealternatives in the short list (consideration set) See Payne et al (1993) for a
discussion of these heuristics
Thus a combination of evaluation and choice rules may occur often for bothexecutives and household consumers when faced with many alternatives toevaluate even though printed forms using weighted compensatory rules forevaluating competing vendors likely are printed only among industrial firmsnot households Consequently organizational buyers and household consumersdepart from each other in the degree of formalization in creating weightedcompensatory heuristics
D3 Formal written evaluation and choice rules are created and appliedmore often by professional buyers compared to household consumers
Organizational marketers should be aware that the final evaluations fromcustomersrsquo written weighted compensatory rules often do not reflect the finalchoices and purchase agreements (see Woodside and Wilson 2000) plusmn theoutcomes of using the weighted compensatory rules may be revised to account
for seemingly idiosyncratic preferences in the organization See Woodside andSherrell (1980) for such choice behavior examples Nevertheless buyers usingweighted compensatory rules report that doing the necessary calculations is
Problem dimensions
Formal requirements
Evaluation and choice rules
408 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 2 An inductive paradigm of organizationa l buying frames
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 409
helpful because the approach forces them to consider more product and serviceattributes than they would consider without the use of such rules
S4 Meetings for evaluating alternative products and suppliers
D4 Formalizing rules of discussion and application of group choice rules
S4 Decisions are often made in groups of two or more persons both inindustrial organizations and households
Even when all members of a group name one person as the sole decisionmaker other members of the group and group discussion are likely to influencethe choices made (Wilson et al 1991)
D4 Formal group procedures are enacted often within industrial firms butnot in households for meetings to frame problemsopportunities evaluatealternatives and make choices
Written procedures of discussion and minutes of conversations and decisionoutcomes (including formal purchase agreements) often follow from cross-departmental meetings in business organizations more often than in meetingsof household members To achieve effective decisions and savings in bulkpurchases meetings for the purpose of evaluating and selecting suppliers mayextend across several manufacturing locations for an industrial firm on anannual basis for several product categories (see Woodside and Samuel 1981)Such meetings may be held rarely by adult siblings living in separatehouseholds However Sirsi et al (1996) offer an exception to this observationin their direct research report of a consumer cooperative buying organization
S5 Evaluating outcomes of buying transactions and quality-in-use
experiences D5 Formal performance audits
S5 Post-experience evaluations and assessments of (dis)satisfaction occuroften among both industrial firms and households
Some judgments influence intentions toward suppliers as well as buyingspecific products Consequently industrial and consumer marketers oftendesign marketing information systems to measure customer satisfaction withuse of products and services plusmn including service provided by salespersons
D5 Performance audits of suppliers products purchased and the profes-sional buyersmarketers employed by the organization are done morefrequently by industrial firms and rarely if ever done by households
Written guidelines are available on how to evaluate the performance ofmarketers professional buyers and the strategy of the organization forindustrial firms much of the popular business literature is devoted to reports ofsuch performance audits (see Woodside and Sakai 2001) Compared to thebusiness-to-business literature the written reports on the effectiveness andefficiency of buying decisions by households are less extensive
Implications for business and industrial marketing strategyOf course the five sets of identified similarities and departures are not intendedto be exhaustive Many additional sets may be described For example manykey relationships among variables involved in decision processes may gounrecognized by participants when making decisions (eg see Senge 1990Hall 1984) However in many industrial contexts systems analyses (egmathematical modeling and simulations) have been applied for identifying keyleverage points affecting outcomes desired by executives (eg see Hall 1984)such work does not appear to be available in the consumer research literatureTaking the time and making the effort to study feedback loops may be criticalfor achieving deep sensemaking of how our decisionsactions result in desiredand undesired outcomes (see Senge 1990) Also many executives in industrial
Meetings
Additional sets
410 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
firms and household consumers resist adoption of productsservices built on
new technology platforms proven to be superior to installed productsservices(see Ram 1987 Woodside 2000a) However such resistance may lead to
decline and death of business organizations (see Christensen 1997) but rarely
among household consumers
The main benefit from studying and comparing both the industrial andconsumer research literatures may be gaining deep understanding of the
subtleties and unexpected interdependencies in thinking deciding talking and
actions of decision makers Most likely sensemaking skills are improved fromlearning the similarities and departures in the processes of both categories of
decision making Thus the issue of what similarities and departures in
decisions and actions occur among business executives and household
consumers may be more useful than advocating that the study of decisionmaking by executives is distinct from the study of decision making by
consumers
Business and industrial strategists are likely to increase their skills in making
effective decisions from studying both the industrial marketing and theconsumer research literature Too often the thought is expressed ` My
company situation is unique plusmn it would not be useful to consider the behavior
of other firms let alone household consumers in similar situations because the
situation is really unique to my companyrsquorsquo Expressing such a mental modeloften indicates an inability to create and learn from analogies Better to start by
casting a wider net let us admit that important similarities in decisions and
behaviors do exist between business firms and household consumers whilerecognizing that success lies also in studying the nuances occurring in the
unique combinations of events in each case study (seeRagin (1987) for a complete development of this point)
References
Bargh JA (1989) ` Conditiona l automaticity varieties of automatic influence in social
perception and cognitionrsquorsquo in Uleman JS and Bargh JA (Eds) Unintended Thought
Guilford Press New York NY pp 3-51
Bargh JA (1994) ` The four horsemen of automaticityrsquorsquo in Wyer RS and Srull TK (Eds)
Handbook of Social Cognition Erlbaum Hillsdale NJ pp 1-40
Bargh JA Chen M and Burrows L (1996) ` Automaticity of social behavior direct effects
of trait construct and stereotype activation on actionrsquorsquo Journal of Personality and Social
Psychology Vol 71 No 2 pp 230-44
Bettman JR (1970) ` Information processing models of consumer behaviorrsquorsquo Journal of
Marketing Research Vol 7 No 3 pp 370-6
Christensen CM (1997) The Innovatorrsquos Dilemma Harvard Business School Press
Cambridge MA
Cohen L (1966) ` The level of consciousness a dynamic approach to the recall techniquersquorsquo
Journal of Marketing Research Vol 3 No 2 pp 142-8
Cox DF (1967) ` Risk handling in consumer behavior plusmn an intensive study of two casesrsquorsquo in
Cox DF (Ed) Risk Taking and Information Handling in Consumer Behavior Harvard
University Graduate School of Business Administration Boston MA pp 18-57
Fournier S (1998) ` Consumers and their brands developing relationship theory in consumer
researchrsquorsquo Journal of Consumer Research Vol 24 No 4 pp 343-74
Gilovich T (1991) How We Know What Isnrsquot So Free Press New York NY
Hall RI (1984) ` The natural logic of management policy making its implications for the
survival of an organization rsquorsquo Management Science Vol 30 pp 905-27
Howard JA and Morgenroth WM (1968) ` Information processing model of executive
decisionrsquorsquo Management Science Vol 14 March pp 416-28
Howard JA and Sheth JN (1969) The Theory of Buyer Behavior Wiley New York NY
Howard JA Hulbert J and Farley JU (1975) ` Organizationa l analysis and information-
systems design a decision-proces s perspectiversquorsquo Journal of Business Research Vol 3
No 2 pp 133-48
Learning from analogies
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 411
Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
Marketing Research Vol 1 No 3 pp 17-26
Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
Quarterly Vol 24 December pp 582-9
Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
Provo UT pp 193-7
Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
Journal of Research in Marketing Vol 14 November pp 125-43
Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
Westrum R (1982) ` Social intelligence about hidden eventsrsquorsquo Knowledge Vol 3 No 3
pp 381-400
Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
paradigm of group choice in organizationa l buyingrsquorsquo Journal of Marketing Research
Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
frame problems and the influence of value-added customer services (VACS) on supplier
choicersquorsquo in Arch GW (Ed) Designing Winning Products Elsevier Science Amsterdam
pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
Woodside AG (Ed) (1996) Case Studies for Industrial and Business Marketing JAI Press
Stamford CT
Woodside AG (2000a) ` When superior new technologie s are rejectedrsquorsquo in Woodside AG
(Ed) Designing Winning Products Elsevier Science Amsterdam
Woodside AG and Fleck RA Jr (1979) ` The case approach to understanding brand
choicersquorsquo Journal of Advertising Research Vol 19 No 2 pp 23-30
Woodside AG and McMurrian RC (2000) ` Automatic cognitive processing and choice of
suppliers by business-to-business customersrsquorsquo in Woodside AG (Ed) Designing
Winning Products Elsevier Science Amsterdam pp 245-54
Woodside AG and Sakai M (2001) Meta-Evaluation Sagamore Publishing Champaign
IL
Woodside AG and Samuel DM (1981) ` Observation s of corporate procurementrsquorsquo
Industrial Marketing Management Vol 10 pp 191-205
Woodside AG and Sherrell DC (1980) ` New replacement part buyingrsquorsquo Industrial
Marketing Management Vol 9 pp 123-32
Woodside AG and Wilson EJ (2000) ` Constructing thick descriptions of marketersrsquo and
buyersrsquo decision processes in business-to-busines s relationshipsrsquorsquo Journal of Business amp
Industrial Marketing Vol 15 No 5 pp 354-69
amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
respondents often will provide deeper insights into the reasons for theirdecisions and actions than expressed earlier Multiple interviews with the same
respondents permit these respondents to learn what they really believe and feelrelated to the topics covered in the study Weick (1979 p 5) captures this pointwell when discussing the criticality of retrospection ` How can I know what Ithink until I see what I sayrsquorsquo
Closely related to the principle of overconfidence is the ` fallacy of centralityrsquorsquo(ie experts underestimating the likelihood of an event because they would
surely know about the phenomenon if it actually were taking place) (seeWestrum 1982 Weick 1995)
This fallacy is all the more damaging in that it not only discourages curiosity on
the part of the person making it but also frequently creates in himher an
antagonistic stance toward the events in question (Westrum 1982 p 393)
Consequently thinking we know the answer to the issue of whether or notexecutives and consumers may be similar or different in their decisionprocesses is likely to be a false premise To overcome the overconfidence biasand the fallacy of centrality data and information from field studies are needed
on the decision processes enacted by executives and consumers Fortunatelyfield studies are available in the literature for both consumer and executivedecision processes (eg for reviews see Payne et al 1993 Woodside 1992)
Previous research on executive and consumer decision processesA number of field studies provide findings and conclusions about how
decisions are framed and made by consumers and executives Consequentlyrudimentary examinations of similarities and differences in the decisionsimplemented by consumers and executives can be compared Suchcomparisons are rudimentary because the studies reported were not done with
such comparisons in mind and usually different research methods were usedfor collecting data in the studies Still striking similarities and differences canbe noted when examining these studies Striking similarities include thefollowing observations
Both executives and consumers apply very limited search strategies toframe decision contexts to find solutions and to create rules fordeciding Simonrsquos (1957) principle of ` satisficingrsquorsquo rather thanmaximizing applies frequently in decision making by executives andconsumers
Both executives and consumers frequently create and implementnoncompensatory rather than compensatory heuristics for bothidentifying candidate solutions and making final choice decisions plusmn evenwhen they report using compensatory rules careful analysis of theimplemented decisions indicates that they donrsquot
Automatic mental processes (see Bargh 1994) rather than strategicthinking tends to be found in all phases of decision making by bothexecutives and consumers neither executives nor consumers frequentlyexplicitly consider alternative ways of framing and solving problems
For major decisions looping of thoughts back-and-forth to memory andthinking about external stimuli occurs frequently during decisionmaking for example in ` new taskrsquorsquo problems by executives or` extensive problem-solvingrsquorsquo situations experienced by consumers Suchfeedback loops are depicted in Figure 1 by left-to-right arrowsMintzberg (1979) in particular emphasizes that feedback loops are oftenfound in the decisions implemented by executives
Both executives and consumers frequently consult and seek approval ofothers before making a final decision (see Box 8 in Figure 1)
False premise
404 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 1 Decision processes by executives and consumers
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 405
Several differences in decision making between executives and consumers can
be identified in the cited literatures Here are some noteworthy examples
Formal written rules for searching for suppliers and evaluating vendorproposals are created for many categories of decisions withinorganizations but rarely by consumers
Formal performance audits by external audit professionals occurannually for purchasing and in many marketing organizations but rarelyare such audits done for consumer decisions
For many categories of decisions documentation of deliberations anddecision outcomes is more extensive in business organizations comparedto consumer households
Five formal propositions of similarities and departures are described in
separate sections following this introduction these five propositions are
summarized in Table I The discussion closes with implications of the
propositions for improving sensemaking to help plan and implement decisions
that achieve desired outcomes
Similarity Departure
Strategy and research
implications
S1 Thinking deciding and
actions by marketing and
purchasing executives and
household consumers often
include automatic as well as
conscious processing of
information
D1 Research evidence of
business and organizational
marketers and purchasers
engaging in meta-thinking is
more substantial compared
to household consumers
Recognizing the multiple
categories of thinking will
likely improve the quality of
decisions made by business
and industrial marketers few
may recognize the impact of
automatic thoughts
S2 Both executives and
consumers apply
simplifying categorizing
rules for defining decision
contexts
D2 For repetitive decision-
making contexts
categorization rules are more
often formalized in writing
by executives but not by
consumers
How the decision maker
frames the problem decision
has a large impact on hisher
willingness to consider new
vendors
S3 All decision makers
appear to create and use
simplifying decision rules
when faced with two or
more alternatives
D3 Formal written
evaluation and choice rules
are created and applied more
often by professional buyers
compared to household
consumers
Beware industrial buyers
may use formal written
choice rules for comparing
outcomes with informal
unwritten choice rules that
are in fact applied (see
Woodside and Wilson 2000)
S4 Decisions are often
made in groups of two or
more persons both in
industrial firms and
consumer households
D4 Formal group procedures
are enacted often within
industrial firms but not
households during meetings
to frame problems
opportunities evaluate
alternatives and make
choices
Influencing how a problem
is framed will likely affect
who is influential in the
industrial marketing group
decision-making (see Wilson
et al 1991)
S5 Post-experience
evaluations and assessments
of (dis)satisfaction occur
often among both industrial
firms and consumer
households
D5 Performance audits of
suppliers products purchased
and the professional buyers
marketers employed by the
organization are done more
frequently by industrial
firms but rarely if at all by
households
Assessment of best practices
for formal performance
audits done by business and
industrial firms will likely
improve marketing
strategies research is needed
on B2B performance
auditing behavior
Table I Executive and consumer decision processes similarities departures
and strategy implications
Differences in decisionmaking
Formal propositions
406 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Propositions for research
S1 Automatic and controlled thinking D1 Meta-thinkingBargh (1989 1994) and Bargh et al (1996) empirically support the proposition
that most thinking deciding and doing processes include combining bits and
pieces of automatic and conscious processes Consequently all decision
makers can only partly report the motivations and steps taken in their thoughts
and actions because they are only partly aware of their own decision processes
` All decision makersrsquorsquo would include marketers and buyers in organizations
and consumers in households Such a view has profound implications for
theory research and marketing practice Evidence supporting this viewpoint is
available in the field of business and industrial marketing (see Woodside
1987 Woodside and McMurrian 2000) as well as household buying behavior
(Cohen 1966 Thelen and Woodside 1997)
S1 Thinking deciding and actions by marketing and purchasing executivesand household consumers often include automatic as well as consciousprocessing of information
Meta-thinking is defined as thinking about how thinking occurs including how
thinking should occur Meta-thinking by decision makers is a higher form of
conscious thought compared to conscious thoughts directly relevant to
immediate issues Here is an example of meta-thinking versus first-level
conscious thinking
Meta-thinking What supplier performance attributes really make a difference in my
own purchasing performance
First-level conscious thinking Does our major supplier provide on-time delivery
consistently
The creation of written checklists such as safety procedures that must be
followed by a pilot before lift-off is an example of meta thinking While
written procedures on how to think and act with customers and suppliers are
often prescribed in industrial marketing and purchasing departments written
guidelines of purchasing procedures are not found in households
Written evaluation methods using weighted compensatory models are required
in some industrial purchasing departments (see Woodside and Wilson 2000)
but likely are rarely available in households In the USA the National
Association of Purchasing Managers (NAPM) offers short courses and
educational certification programs to train managers on how to think and act
effectively as buyers and purchasing managers more than 30000 professional
buyers are ` Certified Purchasing Managersrsquorsquo Similar certification programs
for training household consumers do not appear to be available
D1 Evidence of business and organizational marketers and purchasersengaging in meta-thinking is more substantial compared to householdconsumers
S2 Use of simplifying categorization rules D2 Formalizing such rulesBoth executives and consumers appear to use a few framing rules when
deciding the nature of the problem or opportunity before them Learning these
problemopportunity framing rules has important implications for influencing
the thinking and subsequent actions of both managers and consumers For
example if a buyer perceives an upcoming purchase as a standard re-order
from current suppliers a new vendor may need to influence the buyer to
reframe the purchase as a ` new task buyrsquorsquo (Howard and Sheth 1969) before
the buyer will consider the new vendorrsquos product or service This implication
follows from the related proposition that the amount of effort in searching for
alternatives and in evaluating alternatives is likely to be influenced by how
decision makers frame problems
Automatic and consciousprocesses
Written checklists
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 407
S2 Both executives and consumers apply simplifying categorizing rules fordefining decision contexts
Three problem dimensions may dominate how decision makers frame aproblemopportunity (see Wilson et al 2000) familiarity financialcommitment and technical complexity Assuming two levels are used as a wayof simplifying each of these three dimensions then eight framing categories
may be identified See Figure 2 Such problem framing thoughts are noted inboth the industrial and consumer research literatures (see Woodside 1992Payne et al 1993)
D2 For repetitive decision-making contexts categorization rules are moreoften formalized in writing by executives but not by consumers
Several rationales may be suggested for written problemopportunity framingrules occurring for executives but not for consumers The formal requirementslisted in the occupational specialty often require written order routines that
differ by product categories (ie raw materials versus MRO items) forpurchasers and buyers in firms but not in households Most householdconsumers may view the purchase of low-priced consumer goods to beperipheral actions not worth the effort of creating and following writtenguidelines Training of new professional buyers is facilitated often by detailedwritten order routines for all product categories such written order routinesmay be prepared rarely for household consumers because training in buying ismore informal and one-on-one for example parent-to-child and sibling-to-
sibling
S3 Use of simplifying evaluationchoice rules D3 Formalizing evaluation
choice rules
S3 All decision makers appear to create and use simplifying decision ruleswhen faced with two or more alternatives
For example both professional buyers and household consumers create and usesimple conjunctive rules to eliminate all but a few possible suppliers or brandswhen faced with many alternatives (ie more than seven or so) A conjunctiverule sets minimum levels of performance that must be met or surpassed in theproduct provided as well as supplier service performance Consequently a` short listrsquorsquo or ` consideration setrsquorsquo of three to five alternatives is formed formore in-depth evaluation using some other evaluation and choice rule Aweighted compensatory or lexicographic rule may be applied for evaluating thealternatives in the short list (consideration set) See Payne et al (1993) for a
discussion of these heuristics
Thus a combination of evaluation and choice rules may occur often for bothexecutives and household consumers when faced with many alternatives toevaluate even though printed forms using weighted compensatory rules forevaluating competing vendors likely are printed only among industrial firmsnot households Consequently organizational buyers and household consumersdepart from each other in the degree of formalization in creating weightedcompensatory heuristics
D3 Formal written evaluation and choice rules are created and appliedmore often by professional buyers compared to household consumers
Organizational marketers should be aware that the final evaluations fromcustomersrsquo written weighted compensatory rules often do not reflect the finalchoices and purchase agreements (see Woodside and Wilson 2000) plusmn theoutcomes of using the weighted compensatory rules may be revised to account
for seemingly idiosyncratic preferences in the organization See Woodside andSherrell (1980) for such choice behavior examples Nevertheless buyers usingweighted compensatory rules report that doing the necessary calculations is
Problem dimensions
Formal requirements
Evaluation and choice rules
408 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 2 An inductive paradigm of organizationa l buying frames
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 409
helpful because the approach forces them to consider more product and serviceattributes than they would consider without the use of such rules
S4 Meetings for evaluating alternative products and suppliers
D4 Formalizing rules of discussion and application of group choice rules
S4 Decisions are often made in groups of two or more persons both inindustrial organizations and households
Even when all members of a group name one person as the sole decisionmaker other members of the group and group discussion are likely to influencethe choices made (Wilson et al 1991)
D4 Formal group procedures are enacted often within industrial firms butnot in households for meetings to frame problemsopportunities evaluatealternatives and make choices
Written procedures of discussion and minutes of conversations and decisionoutcomes (including formal purchase agreements) often follow from cross-departmental meetings in business organizations more often than in meetingsof household members To achieve effective decisions and savings in bulkpurchases meetings for the purpose of evaluating and selecting suppliers mayextend across several manufacturing locations for an industrial firm on anannual basis for several product categories (see Woodside and Samuel 1981)Such meetings may be held rarely by adult siblings living in separatehouseholds However Sirsi et al (1996) offer an exception to this observationin their direct research report of a consumer cooperative buying organization
S5 Evaluating outcomes of buying transactions and quality-in-use
experiences D5 Formal performance audits
S5 Post-experience evaluations and assessments of (dis)satisfaction occuroften among both industrial firms and households
Some judgments influence intentions toward suppliers as well as buyingspecific products Consequently industrial and consumer marketers oftendesign marketing information systems to measure customer satisfaction withuse of products and services plusmn including service provided by salespersons
D5 Performance audits of suppliers products purchased and the profes-sional buyersmarketers employed by the organization are done morefrequently by industrial firms and rarely if ever done by households
Written guidelines are available on how to evaluate the performance ofmarketers professional buyers and the strategy of the organization forindustrial firms much of the popular business literature is devoted to reports ofsuch performance audits (see Woodside and Sakai 2001) Compared to thebusiness-to-business literature the written reports on the effectiveness andefficiency of buying decisions by households are less extensive
Implications for business and industrial marketing strategyOf course the five sets of identified similarities and departures are not intendedto be exhaustive Many additional sets may be described For example manykey relationships among variables involved in decision processes may gounrecognized by participants when making decisions (eg see Senge 1990Hall 1984) However in many industrial contexts systems analyses (egmathematical modeling and simulations) have been applied for identifying keyleverage points affecting outcomes desired by executives (eg see Hall 1984)such work does not appear to be available in the consumer research literatureTaking the time and making the effort to study feedback loops may be criticalfor achieving deep sensemaking of how our decisionsactions result in desiredand undesired outcomes (see Senge 1990) Also many executives in industrial
Meetings
Additional sets
410 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
firms and household consumers resist adoption of productsservices built on
new technology platforms proven to be superior to installed productsservices(see Ram 1987 Woodside 2000a) However such resistance may lead to
decline and death of business organizations (see Christensen 1997) but rarely
among household consumers
The main benefit from studying and comparing both the industrial andconsumer research literatures may be gaining deep understanding of the
subtleties and unexpected interdependencies in thinking deciding talking and
actions of decision makers Most likely sensemaking skills are improved fromlearning the similarities and departures in the processes of both categories of
decision making Thus the issue of what similarities and departures in
decisions and actions occur among business executives and household
consumers may be more useful than advocating that the study of decisionmaking by executives is distinct from the study of decision making by
consumers
Business and industrial strategists are likely to increase their skills in making
effective decisions from studying both the industrial marketing and theconsumer research literature Too often the thought is expressed ` My
company situation is unique plusmn it would not be useful to consider the behavior
of other firms let alone household consumers in similar situations because the
situation is really unique to my companyrsquorsquo Expressing such a mental modeloften indicates an inability to create and learn from analogies Better to start by
casting a wider net let us admit that important similarities in decisions and
behaviors do exist between business firms and household consumers whilerecognizing that success lies also in studying the nuances occurring in the
unique combinations of events in each case study (seeRagin (1987) for a complete development of this point)
References
Bargh JA (1989) ` Conditiona l automaticity varieties of automatic influence in social
perception and cognitionrsquorsquo in Uleman JS and Bargh JA (Eds) Unintended Thought
Guilford Press New York NY pp 3-51
Bargh JA (1994) ` The four horsemen of automaticityrsquorsquo in Wyer RS and Srull TK (Eds)
Handbook of Social Cognition Erlbaum Hillsdale NJ pp 1-40
Bargh JA Chen M and Burrows L (1996) ` Automaticity of social behavior direct effects
of trait construct and stereotype activation on actionrsquorsquo Journal of Personality and Social
Psychology Vol 71 No 2 pp 230-44
Bettman JR (1970) ` Information processing models of consumer behaviorrsquorsquo Journal of
Marketing Research Vol 7 No 3 pp 370-6
Christensen CM (1997) The Innovatorrsquos Dilemma Harvard Business School Press
Cambridge MA
Cohen L (1966) ` The level of consciousness a dynamic approach to the recall techniquersquorsquo
Journal of Marketing Research Vol 3 No 2 pp 142-8
Cox DF (1967) ` Risk handling in consumer behavior plusmn an intensive study of two casesrsquorsquo in
Cox DF (Ed) Risk Taking and Information Handling in Consumer Behavior Harvard
University Graduate School of Business Administration Boston MA pp 18-57
Fournier S (1998) ` Consumers and their brands developing relationship theory in consumer
researchrsquorsquo Journal of Consumer Research Vol 24 No 4 pp 343-74
Gilovich T (1991) How We Know What Isnrsquot So Free Press New York NY
Hall RI (1984) ` The natural logic of management policy making its implications for the
survival of an organization rsquorsquo Management Science Vol 30 pp 905-27
Howard JA and Morgenroth WM (1968) ` Information processing model of executive
decisionrsquorsquo Management Science Vol 14 March pp 416-28
Howard JA and Sheth JN (1969) The Theory of Buyer Behavior Wiley New York NY
Howard JA Hulbert J and Farley JU (1975) ` Organizationa l analysis and information-
systems design a decision-proces s perspectiversquorsquo Journal of Business Research Vol 3
No 2 pp 133-48
Learning from analogies
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 411
Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
Marketing Research Vol 1 No 3 pp 17-26
Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
Quarterly Vol 24 December pp 582-9
Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
Provo UT pp 193-7
Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
Journal of Research in Marketing Vol 14 November pp 125-43
Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
Westrum R (1982) ` Social intelligence about hidden eventsrsquorsquo Knowledge Vol 3 No 3
pp 381-400
Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
paradigm of group choice in organizationa l buyingrsquorsquo Journal of Marketing Research
Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
frame problems and the influence of value-added customer services (VACS) on supplier
choicersquorsquo in Arch GW (Ed) Designing Winning Products Elsevier Science Amsterdam
pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
Woodside AG (Ed) (1996) Case Studies for Industrial and Business Marketing JAI Press
Stamford CT
Woodside AG (2000a) ` When superior new technologie s are rejectedrsquorsquo in Woodside AG
(Ed) Designing Winning Products Elsevier Science Amsterdam
Woodside AG and Fleck RA Jr (1979) ` The case approach to understanding brand
choicersquorsquo Journal of Advertising Research Vol 19 No 2 pp 23-30
Woodside AG and McMurrian RC (2000) ` Automatic cognitive processing and choice of
suppliers by business-to-business customersrsquorsquo in Woodside AG (Ed) Designing
Winning Products Elsevier Science Amsterdam pp 245-54
Woodside AG and Sakai M (2001) Meta-Evaluation Sagamore Publishing Champaign
IL
Woodside AG and Samuel DM (1981) ` Observation s of corporate procurementrsquorsquo
Industrial Marketing Management Vol 10 pp 191-205
Woodside AG and Sherrell DC (1980) ` New replacement part buyingrsquorsquo Industrial
Marketing Management Vol 9 pp 123-32
Woodside AG and Wilson EJ (2000) ` Constructing thick descriptions of marketersrsquo and
buyersrsquo decision processes in business-to-busines s relationshipsrsquorsquo Journal of Business amp
Industrial Marketing Vol 15 No 5 pp 354-69
amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 1 Decision processes by executives and consumers
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 405
Several differences in decision making between executives and consumers can
be identified in the cited literatures Here are some noteworthy examples
Formal written rules for searching for suppliers and evaluating vendorproposals are created for many categories of decisions withinorganizations but rarely by consumers
Formal performance audits by external audit professionals occurannually for purchasing and in many marketing organizations but rarelyare such audits done for consumer decisions
For many categories of decisions documentation of deliberations anddecision outcomes is more extensive in business organizations comparedto consumer households
Five formal propositions of similarities and departures are described in
separate sections following this introduction these five propositions are
summarized in Table I The discussion closes with implications of the
propositions for improving sensemaking to help plan and implement decisions
that achieve desired outcomes
Similarity Departure
Strategy and research
implications
S1 Thinking deciding and
actions by marketing and
purchasing executives and
household consumers often
include automatic as well as
conscious processing of
information
D1 Research evidence of
business and organizational
marketers and purchasers
engaging in meta-thinking is
more substantial compared
to household consumers
Recognizing the multiple
categories of thinking will
likely improve the quality of
decisions made by business
and industrial marketers few
may recognize the impact of
automatic thoughts
S2 Both executives and
consumers apply
simplifying categorizing
rules for defining decision
contexts
D2 For repetitive decision-
making contexts
categorization rules are more
often formalized in writing
by executives but not by
consumers
How the decision maker
frames the problem decision
has a large impact on hisher
willingness to consider new
vendors
S3 All decision makers
appear to create and use
simplifying decision rules
when faced with two or
more alternatives
D3 Formal written
evaluation and choice rules
are created and applied more
often by professional buyers
compared to household
consumers
Beware industrial buyers
may use formal written
choice rules for comparing
outcomes with informal
unwritten choice rules that
are in fact applied (see
Woodside and Wilson 2000)
S4 Decisions are often
made in groups of two or
more persons both in
industrial firms and
consumer households
D4 Formal group procedures
are enacted often within
industrial firms but not
households during meetings
to frame problems
opportunities evaluate
alternatives and make
choices
Influencing how a problem
is framed will likely affect
who is influential in the
industrial marketing group
decision-making (see Wilson
et al 1991)
S5 Post-experience
evaluations and assessments
of (dis)satisfaction occur
often among both industrial
firms and consumer
households
D5 Performance audits of
suppliers products purchased
and the professional buyers
marketers employed by the
organization are done more
frequently by industrial
firms but rarely if at all by
households
Assessment of best practices
for formal performance
audits done by business and
industrial firms will likely
improve marketing
strategies research is needed
on B2B performance
auditing behavior
Table I Executive and consumer decision processes similarities departures
and strategy implications
Differences in decisionmaking
Formal propositions
406 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Propositions for research
S1 Automatic and controlled thinking D1 Meta-thinkingBargh (1989 1994) and Bargh et al (1996) empirically support the proposition
that most thinking deciding and doing processes include combining bits and
pieces of automatic and conscious processes Consequently all decision
makers can only partly report the motivations and steps taken in their thoughts
and actions because they are only partly aware of their own decision processes
` All decision makersrsquorsquo would include marketers and buyers in organizations
and consumers in households Such a view has profound implications for
theory research and marketing practice Evidence supporting this viewpoint is
available in the field of business and industrial marketing (see Woodside
1987 Woodside and McMurrian 2000) as well as household buying behavior
(Cohen 1966 Thelen and Woodside 1997)
S1 Thinking deciding and actions by marketing and purchasing executivesand household consumers often include automatic as well as consciousprocessing of information
Meta-thinking is defined as thinking about how thinking occurs including how
thinking should occur Meta-thinking by decision makers is a higher form of
conscious thought compared to conscious thoughts directly relevant to
immediate issues Here is an example of meta-thinking versus first-level
conscious thinking
Meta-thinking What supplier performance attributes really make a difference in my
own purchasing performance
First-level conscious thinking Does our major supplier provide on-time delivery
consistently
The creation of written checklists such as safety procedures that must be
followed by a pilot before lift-off is an example of meta thinking While
written procedures on how to think and act with customers and suppliers are
often prescribed in industrial marketing and purchasing departments written
guidelines of purchasing procedures are not found in households
Written evaluation methods using weighted compensatory models are required
in some industrial purchasing departments (see Woodside and Wilson 2000)
but likely are rarely available in households In the USA the National
Association of Purchasing Managers (NAPM) offers short courses and
educational certification programs to train managers on how to think and act
effectively as buyers and purchasing managers more than 30000 professional
buyers are ` Certified Purchasing Managersrsquorsquo Similar certification programs
for training household consumers do not appear to be available
D1 Evidence of business and organizational marketers and purchasersengaging in meta-thinking is more substantial compared to householdconsumers
S2 Use of simplifying categorization rules D2 Formalizing such rulesBoth executives and consumers appear to use a few framing rules when
deciding the nature of the problem or opportunity before them Learning these
problemopportunity framing rules has important implications for influencing
the thinking and subsequent actions of both managers and consumers For
example if a buyer perceives an upcoming purchase as a standard re-order
from current suppliers a new vendor may need to influence the buyer to
reframe the purchase as a ` new task buyrsquorsquo (Howard and Sheth 1969) before
the buyer will consider the new vendorrsquos product or service This implication
follows from the related proposition that the amount of effort in searching for
alternatives and in evaluating alternatives is likely to be influenced by how
decision makers frame problems
Automatic and consciousprocesses
Written checklists
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 407
S2 Both executives and consumers apply simplifying categorizing rules fordefining decision contexts
Three problem dimensions may dominate how decision makers frame aproblemopportunity (see Wilson et al 2000) familiarity financialcommitment and technical complexity Assuming two levels are used as a wayof simplifying each of these three dimensions then eight framing categories
may be identified See Figure 2 Such problem framing thoughts are noted inboth the industrial and consumer research literatures (see Woodside 1992Payne et al 1993)
D2 For repetitive decision-making contexts categorization rules are moreoften formalized in writing by executives but not by consumers
Several rationales may be suggested for written problemopportunity framingrules occurring for executives but not for consumers The formal requirementslisted in the occupational specialty often require written order routines that
differ by product categories (ie raw materials versus MRO items) forpurchasers and buyers in firms but not in households Most householdconsumers may view the purchase of low-priced consumer goods to beperipheral actions not worth the effort of creating and following writtenguidelines Training of new professional buyers is facilitated often by detailedwritten order routines for all product categories such written order routinesmay be prepared rarely for household consumers because training in buying ismore informal and one-on-one for example parent-to-child and sibling-to-
sibling
S3 Use of simplifying evaluationchoice rules D3 Formalizing evaluation
choice rules
S3 All decision makers appear to create and use simplifying decision ruleswhen faced with two or more alternatives
For example both professional buyers and household consumers create and usesimple conjunctive rules to eliminate all but a few possible suppliers or brandswhen faced with many alternatives (ie more than seven or so) A conjunctiverule sets minimum levels of performance that must be met or surpassed in theproduct provided as well as supplier service performance Consequently a` short listrsquorsquo or ` consideration setrsquorsquo of three to five alternatives is formed formore in-depth evaluation using some other evaluation and choice rule Aweighted compensatory or lexicographic rule may be applied for evaluating thealternatives in the short list (consideration set) See Payne et al (1993) for a
discussion of these heuristics
Thus a combination of evaluation and choice rules may occur often for bothexecutives and household consumers when faced with many alternatives toevaluate even though printed forms using weighted compensatory rules forevaluating competing vendors likely are printed only among industrial firmsnot households Consequently organizational buyers and household consumersdepart from each other in the degree of formalization in creating weightedcompensatory heuristics
D3 Formal written evaluation and choice rules are created and appliedmore often by professional buyers compared to household consumers
Organizational marketers should be aware that the final evaluations fromcustomersrsquo written weighted compensatory rules often do not reflect the finalchoices and purchase agreements (see Woodside and Wilson 2000) plusmn theoutcomes of using the weighted compensatory rules may be revised to account
for seemingly idiosyncratic preferences in the organization See Woodside andSherrell (1980) for such choice behavior examples Nevertheless buyers usingweighted compensatory rules report that doing the necessary calculations is
Problem dimensions
Formal requirements
Evaluation and choice rules
408 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 2 An inductive paradigm of organizationa l buying frames
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 409
helpful because the approach forces them to consider more product and serviceattributes than they would consider without the use of such rules
S4 Meetings for evaluating alternative products and suppliers
D4 Formalizing rules of discussion and application of group choice rules
S4 Decisions are often made in groups of two or more persons both inindustrial organizations and households
Even when all members of a group name one person as the sole decisionmaker other members of the group and group discussion are likely to influencethe choices made (Wilson et al 1991)
D4 Formal group procedures are enacted often within industrial firms butnot in households for meetings to frame problemsopportunities evaluatealternatives and make choices
Written procedures of discussion and minutes of conversations and decisionoutcomes (including formal purchase agreements) often follow from cross-departmental meetings in business organizations more often than in meetingsof household members To achieve effective decisions and savings in bulkpurchases meetings for the purpose of evaluating and selecting suppliers mayextend across several manufacturing locations for an industrial firm on anannual basis for several product categories (see Woodside and Samuel 1981)Such meetings may be held rarely by adult siblings living in separatehouseholds However Sirsi et al (1996) offer an exception to this observationin their direct research report of a consumer cooperative buying organization
S5 Evaluating outcomes of buying transactions and quality-in-use
experiences D5 Formal performance audits
S5 Post-experience evaluations and assessments of (dis)satisfaction occuroften among both industrial firms and households
Some judgments influence intentions toward suppliers as well as buyingspecific products Consequently industrial and consumer marketers oftendesign marketing information systems to measure customer satisfaction withuse of products and services plusmn including service provided by salespersons
D5 Performance audits of suppliers products purchased and the profes-sional buyersmarketers employed by the organization are done morefrequently by industrial firms and rarely if ever done by households
Written guidelines are available on how to evaluate the performance ofmarketers professional buyers and the strategy of the organization forindustrial firms much of the popular business literature is devoted to reports ofsuch performance audits (see Woodside and Sakai 2001) Compared to thebusiness-to-business literature the written reports on the effectiveness andefficiency of buying decisions by households are less extensive
Implications for business and industrial marketing strategyOf course the five sets of identified similarities and departures are not intendedto be exhaustive Many additional sets may be described For example manykey relationships among variables involved in decision processes may gounrecognized by participants when making decisions (eg see Senge 1990Hall 1984) However in many industrial contexts systems analyses (egmathematical modeling and simulations) have been applied for identifying keyleverage points affecting outcomes desired by executives (eg see Hall 1984)such work does not appear to be available in the consumer research literatureTaking the time and making the effort to study feedback loops may be criticalfor achieving deep sensemaking of how our decisionsactions result in desiredand undesired outcomes (see Senge 1990) Also many executives in industrial
Meetings
Additional sets
410 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
firms and household consumers resist adoption of productsservices built on
new technology platforms proven to be superior to installed productsservices(see Ram 1987 Woodside 2000a) However such resistance may lead to
decline and death of business organizations (see Christensen 1997) but rarely
among household consumers
The main benefit from studying and comparing both the industrial andconsumer research literatures may be gaining deep understanding of the
subtleties and unexpected interdependencies in thinking deciding talking and
actions of decision makers Most likely sensemaking skills are improved fromlearning the similarities and departures in the processes of both categories of
decision making Thus the issue of what similarities and departures in
decisions and actions occur among business executives and household
consumers may be more useful than advocating that the study of decisionmaking by executives is distinct from the study of decision making by
consumers
Business and industrial strategists are likely to increase their skills in making
effective decisions from studying both the industrial marketing and theconsumer research literature Too often the thought is expressed ` My
company situation is unique plusmn it would not be useful to consider the behavior
of other firms let alone household consumers in similar situations because the
situation is really unique to my companyrsquorsquo Expressing such a mental modeloften indicates an inability to create and learn from analogies Better to start by
casting a wider net let us admit that important similarities in decisions and
behaviors do exist between business firms and household consumers whilerecognizing that success lies also in studying the nuances occurring in the
unique combinations of events in each case study (seeRagin (1987) for a complete development of this point)
References
Bargh JA (1989) ` Conditiona l automaticity varieties of automatic influence in social
perception and cognitionrsquorsquo in Uleman JS and Bargh JA (Eds) Unintended Thought
Guilford Press New York NY pp 3-51
Bargh JA (1994) ` The four horsemen of automaticityrsquorsquo in Wyer RS and Srull TK (Eds)
Handbook of Social Cognition Erlbaum Hillsdale NJ pp 1-40
Bargh JA Chen M and Burrows L (1996) ` Automaticity of social behavior direct effects
of trait construct and stereotype activation on actionrsquorsquo Journal of Personality and Social
Psychology Vol 71 No 2 pp 230-44
Bettman JR (1970) ` Information processing models of consumer behaviorrsquorsquo Journal of
Marketing Research Vol 7 No 3 pp 370-6
Christensen CM (1997) The Innovatorrsquos Dilemma Harvard Business School Press
Cambridge MA
Cohen L (1966) ` The level of consciousness a dynamic approach to the recall techniquersquorsquo
Journal of Marketing Research Vol 3 No 2 pp 142-8
Cox DF (1967) ` Risk handling in consumer behavior plusmn an intensive study of two casesrsquorsquo in
Cox DF (Ed) Risk Taking and Information Handling in Consumer Behavior Harvard
University Graduate School of Business Administration Boston MA pp 18-57
Fournier S (1998) ` Consumers and their brands developing relationship theory in consumer
researchrsquorsquo Journal of Consumer Research Vol 24 No 4 pp 343-74
Gilovich T (1991) How We Know What Isnrsquot So Free Press New York NY
Hall RI (1984) ` The natural logic of management policy making its implications for the
survival of an organization rsquorsquo Management Science Vol 30 pp 905-27
Howard JA and Morgenroth WM (1968) ` Information processing model of executive
decisionrsquorsquo Management Science Vol 14 March pp 416-28
Howard JA and Sheth JN (1969) The Theory of Buyer Behavior Wiley New York NY
Howard JA Hulbert J and Farley JU (1975) ` Organizationa l analysis and information-
systems design a decision-proces s perspectiversquorsquo Journal of Business Research Vol 3
No 2 pp 133-48
Learning from analogies
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 411
Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
Marketing Research Vol 1 No 3 pp 17-26
Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
Quarterly Vol 24 December pp 582-9
Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
Provo UT pp 193-7
Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
Journal of Research in Marketing Vol 14 November pp 125-43
Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
Westrum R (1982) ` Social intelligence about hidden eventsrsquorsquo Knowledge Vol 3 No 3
pp 381-400
Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
paradigm of group choice in organizationa l buyingrsquorsquo Journal of Marketing Research
Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
frame problems and the influence of value-added customer services (VACS) on supplier
choicersquorsquo in Arch GW (Ed) Designing Winning Products Elsevier Science Amsterdam
pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
Woodside AG (Ed) (1996) Case Studies for Industrial and Business Marketing JAI Press
Stamford CT
Woodside AG (2000a) ` When superior new technologie s are rejectedrsquorsquo in Woodside AG
(Ed) Designing Winning Products Elsevier Science Amsterdam
Woodside AG and Fleck RA Jr (1979) ` The case approach to understanding brand
choicersquorsquo Journal of Advertising Research Vol 19 No 2 pp 23-30
Woodside AG and McMurrian RC (2000) ` Automatic cognitive processing and choice of
suppliers by business-to-business customersrsquorsquo in Woodside AG (Ed) Designing
Winning Products Elsevier Science Amsterdam pp 245-54
Woodside AG and Sakai M (2001) Meta-Evaluation Sagamore Publishing Champaign
IL
Woodside AG and Samuel DM (1981) ` Observation s of corporate procurementrsquorsquo
Industrial Marketing Management Vol 10 pp 191-205
Woodside AG and Sherrell DC (1980) ` New replacement part buyingrsquorsquo Industrial
Marketing Management Vol 9 pp 123-32
Woodside AG and Wilson EJ (2000) ` Constructing thick descriptions of marketersrsquo and
buyersrsquo decision processes in business-to-busines s relationshipsrsquorsquo Journal of Business amp
Industrial Marketing Vol 15 No 5 pp 354-69
amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Several differences in decision making between executives and consumers can
be identified in the cited literatures Here are some noteworthy examples
Formal written rules for searching for suppliers and evaluating vendorproposals are created for many categories of decisions withinorganizations but rarely by consumers
Formal performance audits by external audit professionals occurannually for purchasing and in many marketing organizations but rarelyare such audits done for consumer decisions
For many categories of decisions documentation of deliberations anddecision outcomes is more extensive in business organizations comparedto consumer households
Five formal propositions of similarities and departures are described in
separate sections following this introduction these five propositions are
summarized in Table I The discussion closes with implications of the
propositions for improving sensemaking to help plan and implement decisions
that achieve desired outcomes
Similarity Departure
Strategy and research
implications
S1 Thinking deciding and
actions by marketing and
purchasing executives and
household consumers often
include automatic as well as
conscious processing of
information
D1 Research evidence of
business and organizational
marketers and purchasers
engaging in meta-thinking is
more substantial compared
to household consumers
Recognizing the multiple
categories of thinking will
likely improve the quality of
decisions made by business
and industrial marketers few
may recognize the impact of
automatic thoughts
S2 Both executives and
consumers apply
simplifying categorizing
rules for defining decision
contexts
D2 For repetitive decision-
making contexts
categorization rules are more
often formalized in writing
by executives but not by
consumers
How the decision maker
frames the problem decision
has a large impact on hisher
willingness to consider new
vendors
S3 All decision makers
appear to create and use
simplifying decision rules
when faced with two or
more alternatives
D3 Formal written
evaluation and choice rules
are created and applied more
often by professional buyers
compared to household
consumers
Beware industrial buyers
may use formal written
choice rules for comparing
outcomes with informal
unwritten choice rules that
are in fact applied (see
Woodside and Wilson 2000)
S4 Decisions are often
made in groups of two or
more persons both in
industrial firms and
consumer households
D4 Formal group procedures
are enacted often within
industrial firms but not
households during meetings
to frame problems
opportunities evaluate
alternatives and make
choices
Influencing how a problem
is framed will likely affect
who is influential in the
industrial marketing group
decision-making (see Wilson
et al 1991)
S5 Post-experience
evaluations and assessments
of (dis)satisfaction occur
often among both industrial
firms and consumer
households
D5 Performance audits of
suppliers products purchased
and the professional buyers
marketers employed by the
organization are done more
frequently by industrial
firms but rarely if at all by
households
Assessment of best practices
for formal performance
audits done by business and
industrial firms will likely
improve marketing
strategies research is needed
on B2B performance
auditing behavior
Table I Executive and consumer decision processes similarities departures
and strategy implications
Differences in decisionmaking
Formal propositions
406 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Propositions for research
S1 Automatic and controlled thinking D1 Meta-thinkingBargh (1989 1994) and Bargh et al (1996) empirically support the proposition
that most thinking deciding and doing processes include combining bits and
pieces of automatic and conscious processes Consequently all decision
makers can only partly report the motivations and steps taken in their thoughts
and actions because they are only partly aware of their own decision processes
` All decision makersrsquorsquo would include marketers and buyers in organizations
and consumers in households Such a view has profound implications for
theory research and marketing practice Evidence supporting this viewpoint is
available in the field of business and industrial marketing (see Woodside
1987 Woodside and McMurrian 2000) as well as household buying behavior
(Cohen 1966 Thelen and Woodside 1997)
S1 Thinking deciding and actions by marketing and purchasing executivesand household consumers often include automatic as well as consciousprocessing of information
Meta-thinking is defined as thinking about how thinking occurs including how
thinking should occur Meta-thinking by decision makers is a higher form of
conscious thought compared to conscious thoughts directly relevant to
immediate issues Here is an example of meta-thinking versus first-level
conscious thinking
Meta-thinking What supplier performance attributes really make a difference in my
own purchasing performance
First-level conscious thinking Does our major supplier provide on-time delivery
consistently
The creation of written checklists such as safety procedures that must be
followed by a pilot before lift-off is an example of meta thinking While
written procedures on how to think and act with customers and suppliers are
often prescribed in industrial marketing and purchasing departments written
guidelines of purchasing procedures are not found in households
Written evaluation methods using weighted compensatory models are required
in some industrial purchasing departments (see Woodside and Wilson 2000)
but likely are rarely available in households In the USA the National
Association of Purchasing Managers (NAPM) offers short courses and
educational certification programs to train managers on how to think and act
effectively as buyers and purchasing managers more than 30000 professional
buyers are ` Certified Purchasing Managersrsquorsquo Similar certification programs
for training household consumers do not appear to be available
D1 Evidence of business and organizational marketers and purchasersengaging in meta-thinking is more substantial compared to householdconsumers
S2 Use of simplifying categorization rules D2 Formalizing such rulesBoth executives and consumers appear to use a few framing rules when
deciding the nature of the problem or opportunity before them Learning these
problemopportunity framing rules has important implications for influencing
the thinking and subsequent actions of both managers and consumers For
example if a buyer perceives an upcoming purchase as a standard re-order
from current suppliers a new vendor may need to influence the buyer to
reframe the purchase as a ` new task buyrsquorsquo (Howard and Sheth 1969) before
the buyer will consider the new vendorrsquos product or service This implication
follows from the related proposition that the amount of effort in searching for
alternatives and in evaluating alternatives is likely to be influenced by how
decision makers frame problems
Automatic and consciousprocesses
Written checklists
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 407
S2 Both executives and consumers apply simplifying categorizing rules fordefining decision contexts
Three problem dimensions may dominate how decision makers frame aproblemopportunity (see Wilson et al 2000) familiarity financialcommitment and technical complexity Assuming two levels are used as a wayof simplifying each of these three dimensions then eight framing categories
may be identified See Figure 2 Such problem framing thoughts are noted inboth the industrial and consumer research literatures (see Woodside 1992Payne et al 1993)
D2 For repetitive decision-making contexts categorization rules are moreoften formalized in writing by executives but not by consumers
Several rationales may be suggested for written problemopportunity framingrules occurring for executives but not for consumers The formal requirementslisted in the occupational specialty often require written order routines that
differ by product categories (ie raw materials versus MRO items) forpurchasers and buyers in firms but not in households Most householdconsumers may view the purchase of low-priced consumer goods to beperipheral actions not worth the effort of creating and following writtenguidelines Training of new professional buyers is facilitated often by detailedwritten order routines for all product categories such written order routinesmay be prepared rarely for household consumers because training in buying ismore informal and one-on-one for example parent-to-child and sibling-to-
sibling
S3 Use of simplifying evaluationchoice rules D3 Formalizing evaluation
choice rules
S3 All decision makers appear to create and use simplifying decision ruleswhen faced with two or more alternatives
For example both professional buyers and household consumers create and usesimple conjunctive rules to eliminate all but a few possible suppliers or brandswhen faced with many alternatives (ie more than seven or so) A conjunctiverule sets minimum levels of performance that must be met or surpassed in theproduct provided as well as supplier service performance Consequently a` short listrsquorsquo or ` consideration setrsquorsquo of three to five alternatives is formed formore in-depth evaluation using some other evaluation and choice rule Aweighted compensatory or lexicographic rule may be applied for evaluating thealternatives in the short list (consideration set) See Payne et al (1993) for a
discussion of these heuristics
Thus a combination of evaluation and choice rules may occur often for bothexecutives and household consumers when faced with many alternatives toevaluate even though printed forms using weighted compensatory rules forevaluating competing vendors likely are printed only among industrial firmsnot households Consequently organizational buyers and household consumersdepart from each other in the degree of formalization in creating weightedcompensatory heuristics
D3 Formal written evaluation and choice rules are created and appliedmore often by professional buyers compared to household consumers
Organizational marketers should be aware that the final evaluations fromcustomersrsquo written weighted compensatory rules often do not reflect the finalchoices and purchase agreements (see Woodside and Wilson 2000) plusmn theoutcomes of using the weighted compensatory rules may be revised to account
for seemingly idiosyncratic preferences in the organization See Woodside andSherrell (1980) for such choice behavior examples Nevertheless buyers usingweighted compensatory rules report that doing the necessary calculations is
Problem dimensions
Formal requirements
Evaluation and choice rules
408 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 2 An inductive paradigm of organizationa l buying frames
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 409
helpful because the approach forces them to consider more product and serviceattributes than they would consider without the use of such rules
S4 Meetings for evaluating alternative products and suppliers
D4 Formalizing rules of discussion and application of group choice rules
S4 Decisions are often made in groups of two or more persons both inindustrial organizations and households
Even when all members of a group name one person as the sole decisionmaker other members of the group and group discussion are likely to influencethe choices made (Wilson et al 1991)
D4 Formal group procedures are enacted often within industrial firms butnot in households for meetings to frame problemsopportunities evaluatealternatives and make choices
Written procedures of discussion and minutes of conversations and decisionoutcomes (including formal purchase agreements) often follow from cross-departmental meetings in business organizations more often than in meetingsof household members To achieve effective decisions and savings in bulkpurchases meetings for the purpose of evaluating and selecting suppliers mayextend across several manufacturing locations for an industrial firm on anannual basis for several product categories (see Woodside and Samuel 1981)Such meetings may be held rarely by adult siblings living in separatehouseholds However Sirsi et al (1996) offer an exception to this observationin their direct research report of a consumer cooperative buying organization
S5 Evaluating outcomes of buying transactions and quality-in-use
experiences D5 Formal performance audits
S5 Post-experience evaluations and assessments of (dis)satisfaction occuroften among both industrial firms and households
Some judgments influence intentions toward suppliers as well as buyingspecific products Consequently industrial and consumer marketers oftendesign marketing information systems to measure customer satisfaction withuse of products and services plusmn including service provided by salespersons
D5 Performance audits of suppliers products purchased and the profes-sional buyersmarketers employed by the organization are done morefrequently by industrial firms and rarely if ever done by households
Written guidelines are available on how to evaluate the performance ofmarketers professional buyers and the strategy of the organization forindustrial firms much of the popular business literature is devoted to reports ofsuch performance audits (see Woodside and Sakai 2001) Compared to thebusiness-to-business literature the written reports on the effectiveness andefficiency of buying decisions by households are less extensive
Implications for business and industrial marketing strategyOf course the five sets of identified similarities and departures are not intendedto be exhaustive Many additional sets may be described For example manykey relationships among variables involved in decision processes may gounrecognized by participants when making decisions (eg see Senge 1990Hall 1984) However in many industrial contexts systems analyses (egmathematical modeling and simulations) have been applied for identifying keyleverage points affecting outcomes desired by executives (eg see Hall 1984)such work does not appear to be available in the consumer research literatureTaking the time and making the effort to study feedback loops may be criticalfor achieving deep sensemaking of how our decisionsactions result in desiredand undesired outcomes (see Senge 1990) Also many executives in industrial
Meetings
Additional sets
410 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
firms and household consumers resist adoption of productsservices built on
new technology platforms proven to be superior to installed productsservices(see Ram 1987 Woodside 2000a) However such resistance may lead to
decline and death of business organizations (see Christensen 1997) but rarely
among household consumers
The main benefit from studying and comparing both the industrial andconsumer research literatures may be gaining deep understanding of the
subtleties and unexpected interdependencies in thinking deciding talking and
actions of decision makers Most likely sensemaking skills are improved fromlearning the similarities and departures in the processes of both categories of
decision making Thus the issue of what similarities and departures in
decisions and actions occur among business executives and household
consumers may be more useful than advocating that the study of decisionmaking by executives is distinct from the study of decision making by
consumers
Business and industrial strategists are likely to increase their skills in making
effective decisions from studying both the industrial marketing and theconsumer research literature Too often the thought is expressed ` My
company situation is unique plusmn it would not be useful to consider the behavior
of other firms let alone household consumers in similar situations because the
situation is really unique to my companyrsquorsquo Expressing such a mental modeloften indicates an inability to create and learn from analogies Better to start by
casting a wider net let us admit that important similarities in decisions and
behaviors do exist between business firms and household consumers whilerecognizing that success lies also in studying the nuances occurring in the
unique combinations of events in each case study (seeRagin (1987) for a complete development of this point)
References
Bargh JA (1989) ` Conditiona l automaticity varieties of automatic influence in social
perception and cognitionrsquorsquo in Uleman JS and Bargh JA (Eds) Unintended Thought
Guilford Press New York NY pp 3-51
Bargh JA (1994) ` The four horsemen of automaticityrsquorsquo in Wyer RS and Srull TK (Eds)
Handbook of Social Cognition Erlbaum Hillsdale NJ pp 1-40
Bargh JA Chen M and Burrows L (1996) ` Automaticity of social behavior direct effects
of trait construct and stereotype activation on actionrsquorsquo Journal of Personality and Social
Psychology Vol 71 No 2 pp 230-44
Bettman JR (1970) ` Information processing models of consumer behaviorrsquorsquo Journal of
Marketing Research Vol 7 No 3 pp 370-6
Christensen CM (1997) The Innovatorrsquos Dilemma Harvard Business School Press
Cambridge MA
Cohen L (1966) ` The level of consciousness a dynamic approach to the recall techniquersquorsquo
Journal of Marketing Research Vol 3 No 2 pp 142-8
Cox DF (1967) ` Risk handling in consumer behavior plusmn an intensive study of two casesrsquorsquo in
Cox DF (Ed) Risk Taking and Information Handling in Consumer Behavior Harvard
University Graduate School of Business Administration Boston MA pp 18-57
Fournier S (1998) ` Consumers and their brands developing relationship theory in consumer
researchrsquorsquo Journal of Consumer Research Vol 24 No 4 pp 343-74
Gilovich T (1991) How We Know What Isnrsquot So Free Press New York NY
Hall RI (1984) ` The natural logic of management policy making its implications for the
survival of an organization rsquorsquo Management Science Vol 30 pp 905-27
Howard JA and Morgenroth WM (1968) ` Information processing model of executive
decisionrsquorsquo Management Science Vol 14 March pp 416-28
Howard JA and Sheth JN (1969) The Theory of Buyer Behavior Wiley New York NY
Howard JA Hulbert J and Farley JU (1975) ` Organizationa l analysis and information-
systems design a decision-proces s perspectiversquorsquo Journal of Business Research Vol 3
No 2 pp 133-48
Learning from analogies
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 411
Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
Marketing Research Vol 1 No 3 pp 17-26
Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
Quarterly Vol 24 December pp 582-9
Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
Provo UT pp 193-7
Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
Journal of Research in Marketing Vol 14 November pp 125-43
Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
Westrum R (1982) ` Social intelligence about hidden eventsrsquorsquo Knowledge Vol 3 No 3
pp 381-400
Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
paradigm of group choice in organizationa l buyingrsquorsquo Journal of Marketing Research
Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
frame problems and the influence of value-added customer services (VACS) on supplier
choicersquorsquo in Arch GW (Ed) Designing Winning Products Elsevier Science Amsterdam
pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
Woodside AG (Ed) (1996) Case Studies for Industrial and Business Marketing JAI Press
Stamford CT
Woodside AG (2000a) ` When superior new technologie s are rejectedrsquorsquo in Woodside AG
(Ed) Designing Winning Products Elsevier Science Amsterdam
Woodside AG and Fleck RA Jr (1979) ` The case approach to understanding brand
choicersquorsquo Journal of Advertising Research Vol 19 No 2 pp 23-30
Woodside AG and McMurrian RC (2000) ` Automatic cognitive processing and choice of
suppliers by business-to-business customersrsquorsquo in Woodside AG (Ed) Designing
Winning Products Elsevier Science Amsterdam pp 245-54
Woodside AG and Sakai M (2001) Meta-Evaluation Sagamore Publishing Champaign
IL
Woodside AG and Samuel DM (1981) ` Observation s of corporate procurementrsquorsquo
Industrial Marketing Management Vol 10 pp 191-205
Woodside AG and Sherrell DC (1980) ` New replacement part buyingrsquorsquo Industrial
Marketing Management Vol 9 pp 123-32
Woodside AG and Wilson EJ (2000) ` Constructing thick descriptions of marketersrsquo and
buyersrsquo decision processes in business-to-busines s relationshipsrsquorsquo Journal of Business amp
Industrial Marketing Vol 15 No 5 pp 354-69
amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Propositions for research
S1 Automatic and controlled thinking D1 Meta-thinkingBargh (1989 1994) and Bargh et al (1996) empirically support the proposition
that most thinking deciding and doing processes include combining bits and
pieces of automatic and conscious processes Consequently all decision
makers can only partly report the motivations and steps taken in their thoughts
and actions because they are only partly aware of their own decision processes
` All decision makersrsquorsquo would include marketers and buyers in organizations
and consumers in households Such a view has profound implications for
theory research and marketing practice Evidence supporting this viewpoint is
available in the field of business and industrial marketing (see Woodside
1987 Woodside and McMurrian 2000) as well as household buying behavior
(Cohen 1966 Thelen and Woodside 1997)
S1 Thinking deciding and actions by marketing and purchasing executivesand household consumers often include automatic as well as consciousprocessing of information
Meta-thinking is defined as thinking about how thinking occurs including how
thinking should occur Meta-thinking by decision makers is a higher form of
conscious thought compared to conscious thoughts directly relevant to
immediate issues Here is an example of meta-thinking versus first-level
conscious thinking
Meta-thinking What supplier performance attributes really make a difference in my
own purchasing performance
First-level conscious thinking Does our major supplier provide on-time delivery
consistently
The creation of written checklists such as safety procedures that must be
followed by a pilot before lift-off is an example of meta thinking While
written procedures on how to think and act with customers and suppliers are
often prescribed in industrial marketing and purchasing departments written
guidelines of purchasing procedures are not found in households
Written evaluation methods using weighted compensatory models are required
in some industrial purchasing departments (see Woodside and Wilson 2000)
but likely are rarely available in households In the USA the National
Association of Purchasing Managers (NAPM) offers short courses and
educational certification programs to train managers on how to think and act
effectively as buyers and purchasing managers more than 30000 professional
buyers are ` Certified Purchasing Managersrsquorsquo Similar certification programs
for training household consumers do not appear to be available
D1 Evidence of business and organizational marketers and purchasersengaging in meta-thinking is more substantial compared to householdconsumers
S2 Use of simplifying categorization rules D2 Formalizing such rulesBoth executives and consumers appear to use a few framing rules when
deciding the nature of the problem or opportunity before them Learning these
problemopportunity framing rules has important implications for influencing
the thinking and subsequent actions of both managers and consumers For
example if a buyer perceives an upcoming purchase as a standard re-order
from current suppliers a new vendor may need to influence the buyer to
reframe the purchase as a ` new task buyrsquorsquo (Howard and Sheth 1969) before
the buyer will consider the new vendorrsquos product or service This implication
follows from the related proposition that the amount of effort in searching for
alternatives and in evaluating alternatives is likely to be influenced by how
decision makers frame problems
Automatic and consciousprocesses
Written checklists
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 407
S2 Both executives and consumers apply simplifying categorizing rules fordefining decision contexts
Three problem dimensions may dominate how decision makers frame aproblemopportunity (see Wilson et al 2000) familiarity financialcommitment and technical complexity Assuming two levels are used as a wayof simplifying each of these three dimensions then eight framing categories
may be identified See Figure 2 Such problem framing thoughts are noted inboth the industrial and consumer research literatures (see Woodside 1992Payne et al 1993)
D2 For repetitive decision-making contexts categorization rules are moreoften formalized in writing by executives but not by consumers
Several rationales may be suggested for written problemopportunity framingrules occurring for executives but not for consumers The formal requirementslisted in the occupational specialty often require written order routines that
differ by product categories (ie raw materials versus MRO items) forpurchasers and buyers in firms but not in households Most householdconsumers may view the purchase of low-priced consumer goods to beperipheral actions not worth the effort of creating and following writtenguidelines Training of new professional buyers is facilitated often by detailedwritten order routines for all product categories such written order routinesmay be prepared rarely for household consumers because training in buying ismore informal and one-on-one for example parent-to-child and sibling-to-
sibling
S3 Use of simplifying evaluationchoice rules D3 Formalizing evaluation
choice rules
S3 All decision makers appear to create and use simplifying decision ruleswhen faced with two or more alternatives
For example both professional buyers and household consumers create and usesimple conjunctive rules to eliminate all but a few possible suppliers or brandswhen faced with many alternatives (ie more than seven or so) A conjunctiverule sets minimum levels of performance that must be met or surpassed in theproduct provided as well as supplier service performance Consequently a` short listrsquorsquo or ` consideration setrsquorsquo of three to five alternatives is formed formore in-depth evaluation using some other evaluation and choice rule Aweighted compensatory or lexicographic rule may be applied for evaluating thealternatives in the short list (consideration set) See Payne et al (1993) for a
discussion of these heuristics
Thus a combination of evaluation and choice rules may occur often for bothexecutives and household consumers when faced with many alternatives toevaluate even though printed forms using weighted compensatory rules forevaluating competing vendors likely are printed only among industrial firmsnot households Consequently organizational buyers and household consumersdepart from each other in the degree of formalization in creating weightedcompensatory heuristics
D3 Formal written evaluation and choice rules are created and appliedmore often by professional buyers compared to household consumers
Organizational marketers should be aware that the final evaluations fromcustomersrsquo written weighted compensatory rules often do not reflect the finalchoices and purchase agreements (see Woodside and Wilson 2000) plusmn theoutcomes of using the weighted compensatory rules may be revised to account
for seemingly idiosyncratic preferences in the organization See Woodside andSherrell (1980) for such choice behavior examples Nevertheless buyers usingweighted compensatory rules report that doing the necessary calculations is
Problem dimensions
Formal requirements
Evaluation and choice rules
408 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 2 An inductive paradigm of organizationa l buying frames
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 409
helpful because the approach forces them to consider more product and serviceattributes than they would consider without the use of such rules
S4 Meetings for evaluating alternative products and suppliers
D4 Formalizing rules of discussion and application of group choice rules
S4 Decisions are often made in groups of two or more persons both inindustrial organizations and households
Even when all members of a group name one person as the sole decisionmaker other members of the group and group discussion are likely to influencethe choices made (Wilson et al 1991)
D4 Formal group procedures are enacted often within industrial firms butnot in households for meetings to frame problemsopportunities evaluatealternatives and make choices
Written procedures of discussion and minutes of conversations and decisionoutcomes (including formal purchase agreements) often follow from cross-departmental meetings in business organizations more often than in meetingsof household members To achieve effective decisions and savings in bulkpurchases meetings for the purpose of evaluating and selecting suppliers mayextend across several manufacturing locations for an industrial firm on anannual basis for several product categories (see Woodside and Samuel 1981)Such meetings may be held rarely by adult siblings living in separatehouseholds However Sirsi et al (1996) offer an exception to this observationin their direct research report of a consumer cooperative buying organization
S5 Evaluating outcomes of buying transactions and quality-in-use
experiences D5 Formal performance audits
S5 Post-experience evaluations and assessments of (dis)satisfaction occuroften among both industrial firms and households
Some judgments influence intentions toward suppliers as well as buyingspecific products Consequently industrial and consumer marketers oftendesign marketing information systems to measure customer satisfaction withuse of products and services plusmn including service provided by salespersons
D5 Performance audits of suppliers products purchased and the profes-sional buyersmarketers employed by the organization are done morefrequently by industrial firms and rarely if ever done by households
Written guidelines are available on how to evaluate the performance ofmarketers professional buyers and the strategy of the organization forindustrial firms much of the popular business literature is devoted to reports ofsuch performance audits (see Woodside and Sakai 2001) Compared to thebusiness-to-business literature the written reports on the effectiveness andefficiency of buying decisions by households are less extensive
Implications for business and industrial marketing strategyOf course the five sets of identified similarities and departures are not intendedto be exhaustive Many additional sets may be described For example manykey relationships among variables involved in decision processes may gounrecognized by participants when making decisions (eg see Senge 1990Hall 1984) However in many industrial contexts systems analyses (egmathematical modeling and simulations) have been applied for identifying keyleverage points affecting outcomes desired by executives (eg see Hall 1984)such work does not appear to be available in the consumer research literatureTaking the time and making the effort to study feedback loops may be criticalfor achieving deep sensemaking of how our decisionsactions result in desiredand undesired outcomes (see Senge 1990) Also many executives in industrial
Meetings
Additional sets
410 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
firms and household consumers resist adoption of productsservices built on
new technology platforms proven to be superior to installed productsservices(see Ram 1987 Woodside 2000a) However such resistance may lead to
decline and death of business organizations (see Christensen 1997) but rarely
among household consumers
The main benefit from studying and comparing both the industrial andconsumer research literatures may be gaining deep understanding of the
subtleties and unexpected interdependencies in thinking deciding talking and
actions of decision makers Most likely sensemaking skills are improved fromlearning the similarities and departures in the processes of both categories of
decision making Thus the issue of what similarities and departures in
decisions and actions occur among business executives and household
consumers may be more useful than advocating that the study of decisionmaking by executives is distinct from the study of decision making by
consumers
Business and industrial strategists are likely to increase their skills in making
effective decisions from studying both the industrial marketing and theconsumer research literature Too often the thought is expressed ` My
company situation is unique plusmn it would not be useful to consider the behavior
of other firms let alone household consumers in similar situations because the
situation is really unique to my companyrsquorsquo Expressing such a mental modeloften indicates an inability to create and learn from analogies Better to start by
casting a wider net let us admit that important similarities in decisions and
behaviors do exist between business firms and household consumers whilerecognizing that success lies also in studying the nuances occurring in the
unique combinations of events in each case study (seeRagin (1987) for a complete development of this point)
References
Bargh JA (1989) ` Conditiona l automaticity varieties of automatic influence in social
perception and cognitionrsquorsquo in Uleman JS and Bargh JA (Eds) Unintended Thought
Guilford Press New York NY pp 3-51
Bargh JA (1994) ` The four horsemen of automaticityrsquorsquo in Wyer RS and Srull TK (Eds)
Handbook of Social Cognition Erlbaum Hillsdale NJ pp 1-40
Bargh JA Chen M and Burrows L (1996) ` Automaticity of social behavior direct effects
of trait construct and stereotype activation on actionrsquorsquo Journal of Personality and Social
Psychology Vol 71 No 2 pp 230-44
Bettman JR (1970) ` Information processing models of consumer behaviorrsquorsquo Journal of
Marketing Research Vol 7 No 3 pp 370-6
Christensen CM (1997) The Innovatorrsquos Dilemma Harvard Business School Press
Cambridge MA
Cohen L (1966) ` The level of consciousness a dynamic approach to the recall techniquersquorsquo
Journal of Marketing Research Vol 3 No 2 pp 142-8
Cox DF (1967) ` Risk handling in consumer behavior plusmn an intensive study of two casesrsquorsquo in
Cox DF (Ed) Risk Taking and Information Handling in Consumer Behavior Harvard
University Graduate School of Business Administration Boston MA pp 18-57
Fournier S (1998) ` Consumers and their brands developing relationship theory in consumer
researchrsquorsquo Journal of Consumer Research Vol 24 No 4 pp 343-74
Gilovich T (1991) How We Know What Isnrsquot So Free Press New York NY
Hall RI (1984) ` The natural logic of management policy making its implications for the
survival of an organization rsquorsquo Management Science Vol 30 pp 905-27
Howard JA and Morgenroth WM (1968) ` Information processing model of executive
decisionrsquorsquo Management Science Vol 14 March pp 416-28
Howard JA and Sheth JN (1969) The Theory of Buyer Behavior Wiley New York NY
Howard JA Hulbert J and Farley JU (1975) ` Organizationa l analysis and information-
systems design a decision-proces s perspectiversquorsquo Journal of Business Research Vol 3
No 2 pp 133-48
Learning from analogies
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 411
Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
Marketing Research Vol 1 No 3 pp 17-26
Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
Quarterly Vol 24 December pp 582-9
Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
Provo UT pp 193-7
Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
Journal of Research in Marketing Vol 14 November pp 125-43
Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
Westrum R (1982) ` Social intelligence about hidden eventsrsquorsquo Knowledge Vol 3 No 3
pp 381-400
Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
paradigm of group choice in organizationa l buyingrsquorsquo Journal of Marketing Research
Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
frame problems and the influence of value-added customer services (VACS) on supplier
choicersquorsquo in Arch GW (Ed) Designing Winning Products Elsevier Science Amsterdam
pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
Woodside AG (Ed) (1996) Case Studies for Industrial and Business Marketing JAI Press
Stamford CT
Woodside AG (2000a) ` When superior new technologie s are rejectedrsquorsquo in Woodside AG
(Ed) Designing Winning Products Elsevier Science Amsterdam
Woodside AG and Fleck RA Jr (1979) ` The case approach to understanding brand
choicersquorsquo Journal of Advertising Research Vol 19 No 2 pp 23-30
Woodside AG and McMurrian RC (2000) ` Automatic cognitive processing and choice of
suppliers by business-to-business customersrsquorsquo in Woodside AG (Ed) Designing
Winning Products Elsevier Science Amsterdam pp 245-54
Woodside AG and Sakai M (2001) Meta-Evaluation Sagamore Publishing Champaign
IL
Woodside AG and Samuel DM (1981) ` Observation s of corporate procurementrsquorsquo
Industrial Marketing Management Vol 10 pp 191-205
Woodside AG and Sherrell DC (1980) ` New replacement part buyingrsquorsquo Industrial
Marketing Management Vol 9 pp 123-32
Woodside AG and Wilson EJ (2000) ` Constructing thick descriptions of marketersrsquo and
buyersrsquo decision processes in business-to-busines s relationshipsrsquorsquo Journal of Business amp
Industrial Marketing Vol 15 No 5 pp 354-69
amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
S2 Both executives and consumers apply simplifying categorizing rules fordefining decision contexts
Three problem dimensions may dominate how decision makers frame aproblemopportunity (see Wilson et al 2000) familiarity financialcommitment and technical complexity Assuming two levels are used as a wayof simplifying each of these three dimensions then eight framing categories
may be identified See Figure 2 Such problem framing thoughts are noted inboth the industrial and consumer research literatures (see Woodside 1992Payne et al 1993)
D2 For repetitive decision-making contexts categorization rules are moreoften formalized in writing by executives but not by consumers
Several rationales may be suggested for written problemopportunity framingrules occurring for executives but not for consumers The formal requirementslisted in the occupational specialty often require written order routines that
differ by product categories (ie raw materials versus MRO items) forpurchasers and buyers in firms but not in households Most householdconsumers may view the purchase of low-priced consumer goods to beperipheral actions not worth the effort of creating and following writtenguidelines Training of new professional buyers is facilitated often by detailedwritten order routines for all product categories such written order routinesmay be prepared rarely for household consumers because training in buying ismore informal and one-on-one for example parent-to-child and sibling-to-
sibling
S3 Use of simplifying evaluationchoice rules D3 Formalizing evaluation
choice rules
S3 All decision makers appear to create and use simplifying decision ruleswhen faced with two or more alternatives
For example both professional buyers and household consumers create and usesimple conjunctive rules to eliminate all but a few possible suppliers or brandswhen faced with many alternatives (ie more than seven or so) A conjunctiverule sets minimum levels of performance that must be met or surpassed in theproduct provided as well as supplier service performance Consequently a` short listrsquorsquo or ` consideration setrsquorsquo of three to five alternatives is formed formore in-depth evaluation using some other evaluation and choice rule Aweighted compensatory or lexicographic rule may be applied for evaluating thealternatives in the short list (consideration set) See Payne et al (1993) for a
discussion of these heuristics
Thus a combination of evaluation and choice rules may occur often for bothexecutives and household consumers when faced with many alternatives toevaluate even though printed forms using weighted compensatory rules forevaluating competing vendors likely are printed only among industrial firmsnot households Consequently organizational buyers and household consumersdepart from each other in the degree of formalization in creating weightedcompensatory heuristics
D3 Formal written evaluation and choice rules are created and appliedmore often by professional buyers compared to household consumers
Organizational marketers should be aware that the final evaluations fromcustomersrsquo written weighted compensatory rules often do not reflect the finalchoices and purchase agreements (see Woodside and Wilson 2000) plusmn theoutcomes of using the weighted compensatory rules may be revised to account
for seemingly idiosyncratic preferences in the organization See Woodside andSherrell (1980) for such choice behavior examples Nevertheless buyers usingweighted compensatory rules report that doing the necessary calculations is
Problem dimensions
Formal requirements
Evaluation and choice rules
408 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 2 An inductive paradigm of organizationa l buying frames
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 409
helpful because the approach forces them to consider more product and serviceattributes than they would consider without the use of such rules
S4 Meetings for evaluating alternative products and suppliers
D4 Formalizing rules of discussion and application of group choice rules
S4 Decisions are often made in groups of two or more persons both inindustrial organizations and households
Even when all members of a group name one person as the sole decisionmaker other members of the group and group discussion are likely to influencethe choices made (Wilson et al 1991)
D4 Formal group procedures are enacted often within industrial firms butnot in households for meetings to frame problemsopportunities evaluatealternatives and make choices
Written procedures of discussion and minutes of conversations and decisionoutcomes (including formal purchase agreements) often follow from cross-departmental meetings in business organizations more often than in meetingsof household members To achieve effective decisions and savings in bulkpurchases meetings for the purpose of evaluating and selecting suppliers mayextend across several manufacturing locations for an industrial firm on anannual basis for several product categories (see Woodside and Samuel 1981)Such meetings may be held rarely by adult siblings living in separatehouseholds However Sirsi et al (1996) offer an exception to this observationin their direct research report of a consumer cooperative buying organization
S5 Evaluating outcomes of buying transactions and quality-in-use
experiences D5 Formal performance audits
S5 Post-experience evaluations and assessments of (dis)satisfaction occuroften among both industrial firms and households
Some judgments influence intentions toward suppliers as well as buyingspecific products Consequently industrial and consumer marketers oftendesign marketing information systems to measure customer satisfaction withuse of products and services plusmn including service provided by salespersons
D5 Performance audits of suppliers products purchased and the profes-sional buyersmarketers employed by the organization are done morefrequently by industrial firms and rarely if ever done by households
Written guidelines are available on how to evaluate the performance ofmarketers professional buyers and the strategy of the organization forindustrial firms much of the popular business literature is devoted to reports ofsuch performance audits (see Woodside and Sakai 2001) Compared to thebusiness-to-business literature the written reports on the effectiveness andefficiency of buying decisions by households are less extensive
Implications for business and industrial marketing strategyOf course the five sets of identified similarities and departures are not intendedto be exhaustive Many additional sets may be described For example manykey relationships among variables involved in decision processes may gounrecognized by participants when making decisions (eg see Senge 1990Hall 1984) However in many industrial contexts systems analyses (egmathematical modeling and simulations) have been applied for identifying keyleverage points affecting outcomes desired by executives (eg see Hall 1984)such work does not appear to be available in the consumer research literatureTaking the time and making the effort to study feedback loops may be criticalfor achieving deep sensemaking of how our decisionsactions result in desiredand undesired outcomes (see Senge 1990) Also many executives in industrial
Meetings
Additional sets
410 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
firms and household consumers resist adoption of productsservices built on
new technology platforms proven to be superior to installed productsservices(see Ram 1987 Woodside 2000a) However such resistance may lead to
decline and death of business organizations (see Christensen 1997) but rarely
among household consumers
The main benefit from studying and comparing both the industrial andconsumer research literatures may be gaining deep understanding of the
subtleties and unexpected interdependencies in thinking deciding talking and
actions of decision makers Most likely sensemaking skills are improved fromlearning the similarities and departures in the processes of both categories of
decision making Thus the issue of what similarities and departures in
decisions and actions occur among business executives and household
consumers may be more useful than advocating that the study of decisionmaking by executives is distinct from the study of decision making by
consumers
Business and industrial strategists are likely to increase their skills in making
effective decisions from studying both the industrial marketing and theconsumer research literature Too often the thought is expressed ` My
company situation is unique plusmn it would not be useful to consider the behavior
of other firms let alone household consumers in similar situations because the
situation is really unique to my companyrsquorsquo Expressing such a mental modeloften indicates an inability to create and learn from analogies Better to start by
casting a wider net let us admit that important similarities in decisions and
behaviors do exist between business firms and household consumers whilerecognizing that success lies also in studying the nuances occurring in the
unique combinations of events in each case study (seeRagin (1987) for a complete development of this point)
References
Bargh JA (1989) ` Conditiona l automaticity varieties of automatic influence in social
perception and cognitionrsquorsquo in Uleman JS and Bargh JA (Eds) Unintended Thought
Guilford Press New York NY pp 3-51
Bargh JA (1994) ` The four horsemen of automaticityrsquorsquo in Wyer RS and Srull TK (Eds)
Handbook of Social Cognition Erlbaum Hillsdale NJ pp 1-40
Bargh JA Chen M and Burrows L (1996) ` Automaticity of social behavior direct effects
of trait construct and stereotype activation on actionrsquorsquo Journal of Personality and Social
Psychology Vol 71 No 2 pp 230-44
Bettman JR (1970) ` Information processing models of consumer behaviorrsquorsquo Journal of
Marketing Research Vol 7 No 3 pp 370-6
Christensen CM (1997) The Innovatorrsquos Dilemma Harvard Business School Press
Cambridge MA
Cohen L (1966) ` The level of consciousness a dynamic approach to the recall techniquersquorsquo
Journal of Marketing Research Vol 3 No 2 pp 142-8
Cox DF (1967) ` Risk handling in consumer behavior plusmn an intensive study of two casesrsquorsquo in
Cox DF (Ed) Risk Taking and Information Handling in Consumer Behavior Harvard
University Graduate School of Business Administration Boston MA pp 18-57
Fournier S (1998) ` Consumers and their brands developing relationship theory in consumer
researchrsquorsquo Journal of Consumer Research Vol 24 No 4 pp 343-74
Gilovich T (1991) How We Know What Isnrsquot So Free Press New York NY
Hall RI (1984) ` The natural logic of management policy making its implications for the
survival of an organization rsquorsquo Management Science Vol 30 pp 905-27
Howard JA and Morgenroth WM (1968) ` Information processing model of executive
decisionrsquorsquo Management Science Vol 14 March pp 416-28
Howard JA and Sheth JN (1969) The Theory of Buyer Behavior Wiley New York NY
Howard JA Hulbert J and Farley JU (1975) ` Organizationa l analysis and information-
systems design a decision-proces s perspectiversquorsquo Journal of Business Research Vol 3
No 2 pp 133-48
Learning from analogies
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 411
Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
Marketing Research Vol 1 No 3 pp 17-26
Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
Quarterly Vol 24 December pp 582-9
Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
Provo UT pp 193-7
Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
Journal of Research in Marketing Vol 14 November pp 125-43
Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
Westrum R (1982) ` Social intelligence about hidden eventsrsquorsquo Knowledge Vol 3 No 3
pp 381-400
Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
paradigm of group choice in organizationa l buyingrsquorsquo Journal of Marketing Research
Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
frame problems and the influence of value-added customer services (VACS) on supplier
choicersquorsquo in Arch GW (Ed) Designing Winning Products Elsevier Science Amsterdam
pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
Woodside AG (Ed) (1996) Case Studies for Industrial and Business Marketing JAI Press
Stamford CT
Woodside AG (2000a) ` When superior new technologie s are rejectedrsquorsquo in Woodside AG
(Ed) Designing Winning Products Elsevier Science Amsterdam
Woodside AG and Fleck RA Jr (1979) ` The case approach to understanding brand
choicersquorsquo Journal of Advertising Research Vol 19 No 2 pp 23-30
Woodside AG and McMurrian RC (2000) ` Automatic cognitive processing and choice of
suppliers by business-to-business customersrsquorsquo in Woodside AG (Ed) Designing
Winning Products Elsevier Science Amsterdam pp 245-54
Woodside AG and Sakai M (2001) Meta-Evaluation Sagamore Publishing Champaign
IL
Woodside AG and Samuel DM (1981) ` Observation s of corporate procurementrsquorsquo
Industrial Marketing Management Vol 10 pp 191-205
Woodside AG and Sherrell DC (1980) ` New replacement part buyingrsquorsquo Industrial
Marketing Management Vol 9 pp 123-32
Woodside AG and Wilson EJ (2000) ` Constructing thick descriptions of marketersrsquo and
buyersrsquo decision processes in business-to-busines s relationshipsrsquorsquo Journal of Business amp
Industrial Marketing Vol 15 No 5 pp 354-69
amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Figure 2 An inductive paradigm of organizationa l buying frames
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 409
helpful because the approach forces them to consider more product and serviceattributes than they would consider without the use of such rules
S4 Meetings for evaluating alternative products and suppliers
D4 Formalizing rules of discussion and application of group choice rules
S4 Decisions are often made in groups of two or more persons both inindustrial organizations and households
Even when all members of a group name one person as the sole decisionmaker other members of the group and group discussion are likely to influencethe choices made (Wilson et al 1991)
D4 Formal group procedures are enacted often within industrial firms butnot in households for meetings to frame problemsopportunities evaluatealternatives and make choices
Written procedures of discussion and minutes of conversations and decisionoutcomes (including formal purchase agreements) often follow from cross-departmental meetings in business organizations more often than in meetingsof household members To achieve effective decisions and savings in bulkpurchases meetings for the purpose of evaluating and selecting suppliers mayextend across several manufacturing locations for an industrial firm on anannual basis for several product categories (see Woodside and Samuel 1981)Such meetings may be held rarely by adult siblings living in separatehouseholds However Sirsi et al (1996) offer an exception to this observationin their direct research report of a consumer cooperative buying organization
S5 Evaluating outcomes of buying transactions and quality-in-use
experiences D5 Formal performance audits
S5 Post-experience evaluations and assessments of (dis)satisfaction occuroften among both industrial firms and households
Some judgments influence intentions toward suppliers as well as buyingspecific products Consequently industrial and consumer marketers oftendesign marketing information systems to measure customer satisfaction withuse of products and services plusmn including service provided by salespersons
D5 Performance audits of suppliers products purchased and the profes-sional buyersmarketers employed by the organization are done morefrequently by industrial firms and rarely if ever done by households
Written guidelines are available on how to evaluate the performance ofmarketers professional buyers and the strategy of the organization forindustrial firms much of the popular business literature is devoted to reports ofsuch performance audits (see Woodside and Sakai 2001) Compared to thebusiness-to-business literature the written reports on the effectiveness andefficiency of buying decisions by households are less extensive
Implications for business and industrial marketing strategyOf course the five sets of identified similarities and departures are not intendedto be exhaustive Many additional sets may be described For example manykey relationships among variables involved in decision processes may gounrecognized by participants when making decisions (eg see Senge 1990Hall 1984) However in many industrial contexts systems analyses (egmathematical modeling and simulations) have been applied for identifying keyleverage points affecting outcomes desired by executives (eg see Hall 1984)such work does not appear to be available in the consumer research literatureTaking the time and making the effort to study feedback loops may be criticalfor achieving deep sensemaking of how our decisionsactions result in desiredand undesired outcomes (see Senge 1990) Also many executives in industrial
Meetings
Additional sets
410 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
firms and household consumers resist adoption of productsservices built on
new technology platforms proven to be superior to installed productsservices(see Ram 1987 Woodside 2000a) However such resistance may lead to
decline and death of business organizations (see Christensen 1997) but rarely
among household consumers
The main benefit from studying and comparing both the industrial andconsumer research literatures may be gaining deep understanding of the
subtleties and unexpected interdependencies in thinking deciding talking and
actions of decision makers Most likely sensemaking skills are improved fromlearning the similarities and departures in the processes of both categories of
decision making Thus the issue of what similarities and departures in
decisions and actions occur among business executives and household
consumers may be more useful than advocating that the study of decisionmaking by executives is distinct from the study of decision making by
consumers
Business and industrial strategists are likely to increase their skills in making
effective decisions from studying both the industrial marketing and theconsumer research literature Too often the thought is expressed ` My
company situation is unique plusmn it would not be useful to consider the behavior
of other firms let alone household consumers in similar situations because the
situation is really unique to my companyrsquorsquo Expressing such a mental modeloften indicates an inability to create and learn from analogies Better to start by
casting a wider net let us admit that important similarities in decisions and
behaviors do exist between business firms and household consumers whilerecognizing that success lies also in studying the nuances occurring in the
unique combinations of events in each case study (seeRagin (1987) for a complete development of this point)
References
Bargh JA (1989) ` Conditiona l automaticity varieties of automatic influence in social
perception and cognitionrsquorsquo in Uleman JS and Bargh JA (Eds) Unintended Thought
Guilford Press New York NY pp 3-51
Bargh JA (1994) ` The four horsemen of automaticityrsquorsquo in Wyer RS and Srull TK (Eds)
Handbook of Social Cognition Erlbaum Hillsdale NJ pp 1-40
Bargh JA Chen M and Burrows L (1996) ` Automaticity of social behavior direct effects
of trait construct and stereotype activation on actionrsquorsquo Journal of Personality and Social
Psychology Vol 71 No 2 pp 230-44
Bettman JR (1970) ` Information processing models of consumer behaviorrsquorsquo Journal of
Marketing Research Vol 7 No 3 pp 370-6
Christensen CM (1997) The Innovatorrsquos Dilemma Harvard Business School Press
Cambridge MA
Cohen L (1966) ` The level of consciousness a dynamic approach to the recall techniquersquorsquo
Journal of Marketing Research Vol 3 No 2 pp 142-8
Cox DF (1967) ` Risk handling in consumer behavior plusmn an intensive study of two casesrsquorsquo in
Cox DF (Ed) Risk Taking and Information Handling in Consumer Behavior Harvard
University Graduate School of Business Administration Boston MA pp 18-57
Fournier S (1998) ` Consumers and their brands developing relationship theory in consumer
researchrsquorsquo Journal of Consumer Research Vol 24 No 4 pp 343-74
Gilovich T (1991) How We Know What Isnrsquot So Free Press New York NY
Hall RI (1984) ` The natural logic of management policy making its implications for the
survival of an organization rsquorsquo Management Science Vol 30 pp 905-27
Howard JA and Morgenroth WM (1968) ` Information processing model of executive
decisionrsquorsquo Management Science Vol 14 March pp 416-28
Howard JA and Sheth JN (1969) The Theory of Buyer Behavior Wiley New York NY
Howard JA Hulbert J and Farley JU (1975) ` Organizationa l analysis and information-
systems design a decision-proces s perspectiversquorsquo Journal of Business Research Vol 3
No 2 pp 133-48
Learning from analogies
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 411
Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
Marketing Research Vol 1 No 3 pp 17-26
Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
Quarterly Vol 24 December pp 582-9
Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
Provo UT pp 193-7
Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
Journal of Research in Marketing Vol 14 November pp 125-43
Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
Westrum R (1982) ` Social intelligence about hidden eventsrsquorsquo Knowledge Vol 3 No 3
pp 381-400
Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
paradigm of group choice in organizationa l buyingrsquorsquo Journal of Marketing Research
Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
frame problems and the influence of value-added customer services (VACS) on supplier
choicersquorsquo in Arch GW (Ed) Designing Winning Products Elsevier Science Amsterdam
pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
Woodside AG (Ed) (1996) Case Studies for Industrial and Business Marketing JAI Press
Stamford CT
Woodside AG (2000a) ` When superior new technologie s are rejectedrsquorsquo in Woodside AG
(Ed) Designing Winning Products Elsevier Science Amsterdam
Woodside AG and Fleck RA Jr (1979) ` The case approach to understanding brand
choicersquorsquo Journal of Advertising Research Vol 19 No 2 pp 23-30
Woodside AG and McMurrian RC (2000) ` Automatic cognitive processing and choice of
suppliers by business-to-business customersrsquorsquo in Woodside AG (Ed) Designing
Winning Products Elsevier Science Amsterdam pp 245-54
Woodside AG and Sakai M (2001) Meta-Evaluation Sagamore Publishing Champaign
IL
Woodside AG and Samuel DM (1981) ` Observation s of corporate procurementrsquorsquo
Industrial Marketing Management Vol 10 pp 191-205
Woodside AG and Sherrell DC (1980) ` New replacement part buyingrsquorsquo Industrial
Marketing Management Vol 9 pp 123-32
Woodside AG and Wilson EJ (2000) ` Constructing thick descriptions of marketersrsquo and
buyersrsquo decision processes in business-to-busines s relationshipsrsquorsquo Journal of Business amp
Industrial Marketing Vol 15 No 5 pp 354-69
amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
helpful because the approach forces them to consider more product and serviceattributes than they would consider without the use of such rules
S4 Meetings for evaluating alternative products and suppliers
D4 Formalizing rules of discussion and application of group choice rules
S4 Decisions are often made in groups of two or more persons both inindustrial organizations and households
Even when all members of a group name one person as the sole decisionmaker other members of the group and group discussion are likely to influencethe choices made (Wilson et al 1991)
D4 Formal group procedures are enacted often within industrial firms butnot in households for meetings to frame problemsopportunities evaluatealternatives and make choices
Written procedures of discussion and minutes of conversations and decisionoutcomes (including formal purchase agreements) often follow from cross-departmental meetings in business organizations more often than in meetingsof household members To achieve effective decisions and savings in bulkpurchases meetings for the purpose of evaluating and selecting suppliers mayextend across several manufacturing locations for an industrial firm on anannual basis for several product categories (see Woodside and Samuel 1981)Such meetings may be held rarely by adult siblings living in separatehouseholds However Sirsi et al (1996) offer an exception to this observationin their direct research report of a consumer cooperative buying organization
S5 Evaluating outcomes of buying transactions and quality-in-use
experiences D5 Formal performance audits
S5 Post-experience evaluations and assessments of (dis)satisfaction occuroften among both industrial firms and households
Some judgments influence intentions toward suppliers as well as buyingspecific products Consequently industrial and consumer marketers oftendesign marketing information systems to measure customer satisfaction withuse of products and services plusmn including service provided by salespersons
D5 Performance audits of suppliers products purchased and the profes-sional buyersmarketers employed by the organization are done morefrequently by industrial firms and rarely if ever done by households
Written guidelines are available on how to evaluate the performance ofmarketers professional buyers and the strategy of the organization forindustrial firms much of the popular business literature is devoted to reports ofsuch performance audits (see Woodside and Sakai 2001) Compared to thebusiness-to-business literature the written reports on the effectiveness andefficiency of buying decisions by households are less extensive
Implications for business and industrial marketing strategyOf course the five sets of identified similarities and departures are not intendedto be exhaustive Many additional sets may be described For example manykey relationships among variables involved in decision processes may gounrecognized by participants when making decisions (eg see Senge 1990Hall 1984) However in many industrial contexts systems analyses (egmathematical modeling and simulations) have been applied for identifying keyleverage points affecting outcomes desired by executives (eg see Hall 1984)such work does not appear to be available in the consumer research literatureTaking the time and making the effort to study feedback loops may be criticalfor achieving deep sensemaking of how our decisionsactions result in desiredand undesired outcomes (see Senge 1990) Also many executives in industrial
Meetings
Additional sets
410 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
firms and household consumers resist adoption of productsservices built on
new technology platforms proven to be superior to installed productsservices(see Ram 1987 Woodside 2000a) However such resistance may lead to
decline and death of business organizations (see Christensen 1997) but rarely
among household consumers
The main benefit from studying and comparing both the industrial andconsumer research literatures may be gaining deep understanding of the
subtleties and unexpected interdependencies in thinking deciding talking and
actions of decision makers Most likely sensemaking skills are improved fromlearning the similarities and departures in the processes of both categories of
decision making Thus the issue of what similarities and departures in
decisions and actions occur among business executives and household
consumers may be more useful than advocating that the study of decisionmaking by executives is distinct from the study of decision making by
consumers
Business and industrial strategists are likely to increase their skills in making
effective decisions from studying both the industrial marketing and theconsumer research literature Too often the thought is expressed ` My
company situation is unique plusmn it would not be useful to consider the behavior
of other firms let alone household consumers in similar situations because the
situation is really unique to my companyrsquorsquo Expressing such a mental modeloften indicates an inability to create and learn from analogies Better to start by
casting a wider net let us admit that important similarities in decisions and
behaviors do exist between business firms and household consumers whilerecognizing that success lies also in studying the nuances occurring in the
unique combinations of events in each case study (seeRagin (1987) for a complete development of this point)
References
Bargh JA (1989) ` Conditiona l automaticity varieties of automatic influence in social
perception and cognitionrsquorsquo in Uleman JS and Bargh JA (Eds) Unintended Thought
Guilford Press New York NY pp 3-51
Bargh JA (1994) ` The four horsemen of automaticityrsquorsquo in Wyer RS and Srull TK (Eds)
Handbook of Social Cognition Erlbaum Hillsdale NJ pp 1-40
Bargh JA Chen M and Burrows L (1996) ` Automaticity of social behavior direct effects
of trait construct and stereotype activation on actionrsquorsquo Journal of Personality and Social
Psychology Vol 71 No 2 pp 230-44
Bettman JR (1970) ` Information processing models of consumer behaviorrsquorsquo Journal of
Marketing Research Vol 7 No 3 pp 370-6
Christensen CM (1997) The Innovatorrsquos Dilemma Harvard Business School Press
Cambridge MA
Cohen L (1966) ` The level of consciousness a dynamic approach to the recall techniquersquorsquo
Journal of Marketing Research Vol 3 No 2 pp 142-8
Cox DF (1967) ` Risk handling in consumer behavior plusmn an intensive study of two casesrsquorsquo in
Cox DF (Ed) Risk Taking and Information Handling in Consumer Behavior Harvard
University Graduate School of Business Administration Boston MA pp 18-57
Fournier S (1998) ` Consumers and their brands developing relationship theory in consumer
researchrsquorsquo Journal of Consumer Research Vol 24 No 4 pp 343-74
Gilovich T (1991) How We Know What Isnrsquot So Free Press New York NY
Hall RI (1984) ` The natural logic of management policy making its implications for the
survival of an organization rsquorsquo Management Science Vol 30 pp 905-27
Howard JA and Morgenroth WM (1968) ` Information processing model of executive
decisionrsquorsquo Management Science Vol 14 March pp 416-28
Howard JA and Sheth JN (1969) The Theory of Buyer Behavior Wiley New York NY
Howard JA Hulbert J and Farley JU (1975) ` Organizationa l analysis and information-
systems design a decision-proces s perspectiversquorsquo Journal of Business Research Vol 3
No 2 pp 133-48
Learning from analogies
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 411
Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
Marketing Research Vol 1 No 3 pp 17-26
Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
Quarterly Vol 24 December pp 582-9
Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
Provo UT pp 193-7
Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
Journal of Research in Marketing Vol 14 November pp 125-43
Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
Westrum R (1982) ` Social intelligence about hidden eventsrsquorsquo Knowledge Vol 3 No 3
pp 381-400
Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
paradigm of group choice in organizationa l buyingrsquorsquo Journal of Marketing Research
Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
frame problems and the influence of value-added customer services (VACS) on supplier
choicersquorsquo in Arch GW (Ed) Designing Winning Products Elsevier Science Amsterdam
pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
Woodside AG (Ed) (1996) Case Studies for Industrial and Business Marketing JAI Press
Stamford CT
Woodside AG (2000a) ` When superior new technologie s are rejectedrsquorsquo in Woodside AG
(Ed) Designing Winning Products Elsevier Science Amsterdam
Woodside AG and Fleck RA Jr (1979) ` The case approach to understanding brand
choicersquorsquo Journal of Advertising Research Vol 19 No 2 pp 23-30
Woodside AG and McMurrian RC (2000) ` Automatic cognitive processing and choice of
suppliers by business-to-business customersrsquorsquo in Woodside AG (Ed) Designing
Winning Products Elsevier Science Amsterdam pp 245-54
Woodside AG and Sakai M (2001) Meta-Evaluation Sagamore Publishing Champaign
IL
Woodside AG and Samuel DM (1981) ` Observation s of corporate procurementrsquorsquo
Industrial Marketing Management Vol 10 pp 191-205
Woodside AG and Sherrell DC (1980) ` New replacement part buyingrsquorsquo Industrial
Marketing Management Vol 9 pp 123-32
Woodside AG and Wilson EJ (2000) ` Constructing thick descriptions of marketersrsquo and
buyersrsquo decision processes in business-to-busines s relationshipsrsquorsquo Journal of Business amp
Industrial Marketing Vol 15 No 5 pp 354-69
amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
firms and household consumers resist adoption of productsservices built on
new technology platforms proven to be superior to installed productsservices(see Ram 1987 Woodside 2000a) However such resistance may lead to
decline and death of business organizations (see Christensen 1997) but rarely
among household consumers
The main benefit from studying and comparing both the industrial andconsumer research literatures may be gaining deep understanding of the
subtleties and unexpected interdependencies in thinking deciding talking and
actions of decision makers Most likely sensemaking skills are improved fromlearning the similarities and departures in the processes of both categories of
decision making Thus the issue of what similarities and departures in
decisions and actions occur among business executives and household
consumers may be more useful than advocating that the study of decisionmaking by executives is distinct from the study of decision making by
consumers
Business and industrial strategists are likely to increase their skills in making
effective decisions from studying both the industrial marketing and theconsumer research literature Too often the thought is expressed ` My
company situation is unique plusmn it would not be useful to consider the behavior
of other firms let alone household consumers in similar situations because the
situation is really unique to my companyrsquorsquo Expressing such a mental modeloften indicates an inability to create and learn from analogies Better to start by
casting a wider net let us admit that important similarities in decisions and
behaviors do exist between business firms and household consumers whilerecognizing that success lies also in studying the nuances occurring in the
unique combinations of events in each case study (seeRagin (1987) for a complete development of this point)
References
Bargh JA (1989) ` Conditiona l automaticity varieties of automatic influence in social
perception and cognitionrsquorsquo in Uleman JS and Bargh JA (Eds) Unintended Thought
Guilford Press New York NY pp 3-51
Bargh JA (1994) ` The four horsemen of automaticityrsquorsquo in Wyer RS and Srull TK (Eds)
Handbook of Social Cognition Erlbaum Hillsdale NJ pp 1-40
Bargh JA Chen M and Burrows L (1996) ` Automaticity of social behavior direct effects
of trait construct and stereotype activation on actionrsquorsquo Journal of Personality and Social
Psychology Vol 71 No 2 pp 230-44
Bettman JR (1970) ` Information processing models of consumer behaviorrsquorsquo Journal of
Marketing Research Vol 7 No 3 pp 370-6
Christensen CM (1997) The Innovatorrsquos Dilemma Harvard Business School Press
Cambridge MA
Cohen L (1966) ` The level of consciousness a dynamic approach to the recall techniquersquorsquo
Journal of Marketing Research Vol 3 No 2 pp 142-8
Cox DF (1967) ` Risk handling in consumer behavior plusmn an intensive study of two casesrsquorsquo in
Cox DF (Ed) Risk Taking and Information Handling in Consumer Behavior Harvard
University Graduate School of Business Administration Boston MA pp 18-57
Fournier S (1998) ` Consumers and their brands developing relationship theory in consumer
researchrsquorsquo Journal of Consumer Research Vol 24 No 4 pp 343-74
Gilovich T (1991) How We Know What Isnrsquot So Free Press New York NY
Hall RI (1984) ` The natural logic of management policy making its implications for the
survival of an organization rsquorsquo Management Science Vol 30 pp 905-27
Howard JA and Morgenroth WM (1968) ` Information processing model of executive
decisionrsquorsquo Management Science Vol 14 March pp 416-28
Howard JA and Sheth JN (1969) The Theory of Buyer Behavior Wiley New York NY
Howard JA Hulbert J and Farley JU (1975) ` Organizationa l analysis and information-
systems design a decision-proces s perspectiversquorsquo Journal of Business Research Vol 3
No 2 pp 133-48
Learning from analogies
JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001 411
Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
Marketing Research Vol 1 No 3 pp 17-26
Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
Quarterly Vol 24 December pp 582-9
Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
Provo UT pp 193-7
Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
Journal of Research in Marketing Vol 14 November pp 125-43
Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
Westrum R (1982) ` Social intelligence about hidden eventsrsquorsquo Knowledge Vol 3 No 3
pp 381-400
Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
paradigm of group choice in organizationa l buyingrsquorsquo Journal of Marketing Research
Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
frame problems and the influence of value-added customer services (VACS) on supplier
choicersquorsquo in Arch GW (Ed) Designing Winning Products Elsevier Science Amsterdam
pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
Woodside AG (Ed) (1996) Case Studies for Industrial and Business Marketing JAI Press
Stamford CT
Woodside AG (2000a) ` When superior new technologie s are rejectedrsquorsquo in Woodside AG
(Ed) Designing Winning Products Elsevier Science Amsterdam
Woodside AG and Fleck RA Jr (1979) ` The case approach to understanding brand
choicersquorsquo Journal of Advertising Research Vol 19 No 2 pp 23-30
Woodside AG and McMurrian RC (2000) ` Automatic cognitive processing and choice of
suppliers by business-to-business customersrsquorsquo in Woodside AG (Ed) Designing
Winning Products Elsevier Science Amsterdam pp 245-54
Woodside AG and Sakai M (2001) Meta-Evaluation Sagamore Publishing Champaign
IL
Woodside AG and Samuel DM (1981) ` Observation s of corporate procurementrsquorsquo
Industrial Marketing Management Vol 10 pp 191-205
Woodside AG and Sherrell DC (1980) ` New replacement part buyingrsquorsquo Industrial
Marketing Management Vol 9 pp 123-32
Woodside AG and Wilson EJ (2000) ` Constructing thick descriptions of marketersrsquo and
buyersrsquo decision processes in business-to-busines s relationshipsrsquorsquo Journal of Business amp
Industrial Marketing Vol 15 No 5 pp 354-69
amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001
Montgomery DF (1975) ` New product distribution an analysis of supermarket buyer
decisionsrsquorsquo Journal of Marketing Research Vol 12 August pp 255-64
Morgenroth WM (1964) ` A method for understanding price determinants rsquorsquo Journal of
Marketing Research Vol 1 No 3 pp 17-26
Mintzberg H (1979) ` An emerging strategy of `directrsquo researchrsquorsquo Administrative Science
Quarterly Vol 24 December pp 582-9
Payne JW Bettman J and Johnston E (1993) The Adaptive Decision-maker Cambridge
Press New York NY
Ragin CC (1987) The Comparative Method University of California Press Berkeley CA
Ram S (1987) ` A model of innovation resistancersquorsquo in Wallendorf M and Anderson P
(Eds) Advances in Consumer Research Vol 14 Association for Consumer Research
Provo UT pp 193-7
Senge PM (1990) The Fifth Discipline Doubleday New York NY
Simon HA (1957) Administrative Behavior Macmillan New York NY
Simon HA (1990) ` Invariant s of human behaviorrsquorsquo Annual Review of Psychology Vol 41
pp 1-19
Sirsi AK Ward JC and Reingen PH (1996) ` Microcultura l analysis of variation in
sharing of causal reasoning about behaviorrsquorsquo Journal of Consumer Research Vol 22
No 4 pp 345-72
Thelen EM and Woodside AG (1997) ` What evokes the brand or storersquorsquo International
Journal of Research in Marketing Vol 14 November pp 125-43
Weick KE (1979) The Social Psychology of Organizing McGraw Hill New York NY
Weick KE (1995) Sensemaking in Organizations Sage Thousand Oaks CA
Westrum R (1982) ` Social intelligence about hidden eventsrsquorsquo Knowledge Vol 3 No 3
pp 381-400
Wilson EJ Lilien GL and Wilson DT (1991) ` Developing and testing a contingency
paradigm of group choice in organizationa l buyingrsquorsquo Journal of Marketing Research
Vol 28 November pp 452-66
Wilson EJ McMurrian RC and Woodside AG (2000) ` How business-to-business buyers
frame problems and the influence of value-added customer services (VACS) on supplier
choicersquorsquo in Arch GW (Ed) Designing Winning Products Elsevier Science Amsterdam
pp 245-54
Woodside AG (1987) ` Customer awareness and choice of industrial distributors rsquorsquo
Industrial Marketing amp Purchasing Vol 2 No 2 pp 47-68
Woodside AG (Ed) (1992) Mapping How Industry Buys JAI Press Stamford CT
Woodside AG (Ed) (1996) Case Studies for Industrial and Business Marketing JAI Press
Stamford CT
Woodside AG (2000a) ` When superior new technologie s are rejectedrsquorsquo in Woodside AG
(Ed) Designing Winning Products Elsevier Science Amsterdam
Woodside AG and Fleck RA Jr (1979) ` The case approach to understanding brand
choicersquorsquo Journal of Advertising Research Vol 19 No 2 pp 23-30
Woodside AG and McMurrian RC (2000) ` Automatic cognitive processing and choice of
suppliers by business-to-business customersrsquorsquo in Woodside AG (Ed) Designing
Winning Products Elsevier Science Amsterdam pp 245-54
Woodside AG and Sakai M (2001) Meta-Evaluation Sagamore Publishing Champaign
IL
Woodside AG and Samuel DM (1981) ` Observation s of corporate procurementrsquorsquo
Industrial Marketing Management Vol 10 pp 191-205
Woodside AG and Sherrell DC (1980) ` New replacement part buyingrsquorsquo Industrial
Marketing Management Vol 9 pp 123-32
Woodside AG and Wilson EJ (2000) ` Constructing thick descriptions of marketersrsquo and
buyersrsquo decision processes in business-to-busines s relationshipsrsquorsquo Journal of Business amp
Industrial Marketing Vol 15 No 5 pp 354-69
amp
412 JOURNAL OF BUSINESS amp INDUSTRIAL MARKETING VOL 16 NO 5 2001