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Psychological Bulletin Copyright 2(X)1 by the American Psychological Association. Inc.
2001. Vol. 12. !o. ". "#$%0 00""$2&0&'011.00 *I+ 10.10"''(X)""$2&0&.12""#
,he -ob atis/action$-ob Per/ormance elationship+
A ualitatie an3 uantitatie eie4
,imothy A. -u3ge Carl -. ,horesen5niersity o/ Io4a ,ulane 5niersity
-oyce 6. Bono 7regory 8. Patton5niersity o/ Io4a 5niersity o/ !orth a9ota
A :ualitatie an3 :uantitatie reie4 o/ the relationship bet4een ;ob satis/action an3 ;ob per/ormance is
proi3e3. ,he :ualitatie reie4 is organi o/ in3ustrial psychologists (@an3y=
1&&). In3ee3= interest in the lin9 bet4een 4or9place attitu3es an3
pro3uctiity goes bac9 at least as /ar as the ?a4thorne stu3ies
(oethlisberger ic9son= 1&"&)= an3 the topic continues to be
4ritten about to this 3ay. Although the area has not lac9e3 /or
:ualitatie (Bray/iel3 Croc9ett= 1& ?er
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Bray/iel3 an3 Croc9ett conclu3e3 that there 4as not much o/ a
"
relationship bet4een ;ob satis/action an3 per/ormance= labeling it
as >minimal or no relationship> (p. %0). ,he Bray/iel3 an3 Croc9$
ett reie4 4as limite3 by the ery small number o/ publishe3
stu3ies aailable /or reie4 at that time (only nine stu3ies 4ere
reie4e3 that reporte3 a correlation bet4een in3ii3ual ;ob satis$
/action an3 ;ob per/ormance) an3 the general sub;ectiity o/ :ual$
itatie reie4s. In spite o/ these shortcomings= Bray/iel3 an3
Croc9etts article 4as perhaps the most /re:uently cite3 reie4 in
this area o/ research prior to 1&.
ince the Bray/iel3 an3 Croc9ett (1&) reie4= seeral other
in/luential narratie reie4s hae been publishe3 (?erreal> 4or9 setting through
some theoretically ;usti/ie3 interention= such as the use o/ contingent
ersus noncontingent re4ar3 sche3ules /or per/or$
mance (e.g.= *rpen= 1&1= 1&2a). *ther stu3ies hae inestigate3
the e//ectieness o/ organi
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these stu3ies. Gor eEample= *l3ham= Cummings= Dischel=
chmi3t9e= an3 Lhou (1&&) eEamine3 the e//ects o/ haing em$
ployees listen to music using personal stereo hea3sets on pro3uc$
tiity= satis/action= an3 a host o/ other 4or9 responses. It is unclear
/rom these stu3ies 4hether or not there 4ere unmeasure3 /actors
that coul3 hae a//ecte3 the selection o/ employees into eEperi$
mental ersus control groups (Coo9 Campbell= 1&&).
Model 1: Job Satisfaction Causes Job Performance
,his mo3el posits a causal e//ect o/ ;ob satis/action on ;ob
per/ormance. ,his is probably the ol3est speci/ication o/ the rela$
tionship an3 is o/ten attribute3 to the human relations moement.
As 7. trauss (1) commente3= >6arly human relationists
ie4e3 the morale$pro3uctiity relationship :uite simply+ higher
morale 4oul3 lea3 to improe3 pro3uctiity> (p. 2#%). ,his mo3el
is implicitly groun3e3 in the broa3er attitu3es literature in social
psychology. ,he premise that attitu3es lea3 to behaior is a prom$
inent theme in the literature= an3 most attitu3e researchers assume
that attitu3es carry 4ith them behaioral implications. Gishbein
an3 A;learne3
pre3isposition to respon3 in a consistently /aorable or un/aor$
able manner 4ith respect to a gien ob;ect> (p. #). Gishbein (1&")
also note3 that attitu3e measures >shoul3 be consistently relate3 to
the pattern o/ behaiors that the in3ii3ual engages in 4ith respect
to the attitu3e ob;ect> (p. 22). Dore recently= 6agly an3 Chai9en
(1&&") conclu3e3= >In general= people 4ho ealuate an attitu3e
ob;ect /aorably ten3 to engage in behaiors that /oster or support
it= an3 people 4ho ealuate an attitu3e ob;ect un/aorably ten3 to
engage in behaiors that hin3er or oppose it> (p. 12). Gollo4ing
this logic. attitu3es to4ar3 the ;ob shoul3 be relate3 to behaiors
on the ;ob= the most central o/ 4hich is per/ormance on the ;ob.
urprisingly= ho4eer= outsi3e o/ the causal stu3ies that hae
inestigate3 a reciprocal relationship bet4een satis/action an3per/ormance (Do3el "$see belo4)= 4e are a4are o/ only t4o
stu3ies that hae speci/ically stipulate3 a uni3irectional causal
e//ect o/ ;ob satis/action on ;ob per/ormance. 8eaeney an3 !el$
son (1&&")= in testing a compleE mo3el o/ the interrelationship
among numerous attitu3es (intrinsic motiation orientation= role
con/lict= role ambiguity= psychological 4ith3ra4al)= /oun3 a ;ob
satis/action s $;ob per/ormance path coe//icient o/ .12 (ns) in a
relatiely saturate3 mo3el inoling these attitu3es a simpler
mo3el proi3e3 a much stronger (.2&) but still nonsigni/icant
coe//icient. hore an3 Dartin (1&&) /oun3 that 4hen regressing
superisory ratings o/ ;ob per/ormance on ;ob satis/action an3
organi
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Ginally= an3 some4hat curiously= most ( o/ 10) o/ these stu3ies
4ere publishe3 in mar9eting ;ournals. ,hus= the generali
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these limitations= in a reie4 o/ this literature= Po3sa9o// an3
Filliams (1) /oun3 that the general satis/action ;ob per/or$
mance relationship 4as some4hat stronger in stu3ies in 4hich
re4ar3s 4ere lin9e3 to per/ormance (mean r M .2) than in stu3ies
4here there 4as no per/ormance$pay contingency (mean r M .1).
Another potential mo3erator o/ the ;ob satis/action ;ob per/or$
mance relationship is ;ob compleEity or intrinsic ;ob characteris$
tics. ,his mo3erator is similar to the pay$per/ormance contingencymo3erator in that both 3eal 4ith 4or9 re4ar3s. ,he 3istinction is
that ;ob compleEity is intrinsic 4hereas pay is eEtrinsic ho4eer=
the 3irection o/ the e//ect shoul3 be the same. !amely= per/orming
4ell in an interesting or stimulating ;ob shoul3 be intrinsically
satis/ying= 4hereas per/orming 4ell in a repetitie or boring ;ob
shoul3 be less re4ar3ing (Bair3= 1 ). *nly three stu3ies hae
teste3 this proposition= an3 substantial 3i//erences in the nature o/
the stu3ies ma9e the results 3i//icult to assimilate. *ne o/ the
3i//iculties is that t4o o/ the stu3ies (Ianceich= 1 &= 1&&)= in
a33ition to testing the mo3erating role o/ ;ob compleEity. also
inestigate3 the causal 3irectionality o/ the relationship. A stu3y
that posits ;oint causal e//ects= in the presence o/ a mo3erator
ariable= is a complicate3 proposition. A3ances in causal mo3el$
ing in the last 20 years might /acilitate /uture tests o/ the
relationship.
Beyon3 the pay$per/ormance contingency= the most commonly
inestigate3 mo3erator o/ the satis/action$per/ormance relation$
ship is sel/$esteem. 8ormans (1&0) sel/$consistency theory pre$
3icts that in3ii3uals 4ill be most satis/ie3 4hen engaging in those
behaiors that are consistent 4ith their sel/$image. ,hus= the
relationship bet4een satis/action an3 per/ormance shoul3 3epen3
on sel/$esteem= such that only /or an in3ii3ual 4ith high sel/$
esteem is per/ormance satis/ying (high per/ormance 4oul3 not
necessarily be satis/ying to in3ii3uals 4ith lo4 sel/$esteem be$
cause it is inconsistent 4ith their sel/$perceie3 a3e:uacy). 8or$
mans theory has been reie4e3 by ipboye (1&)= 4ho sug$
geste3 that ei3ence proi3e3 >ery 4ea9> (p. 11) support /or thisaspect o/ the theory. *ur rea3ing o/ the literature since ipboyes
reie4 suggests miEe3 support /or the theory. ome stu3ies appear
to be supportie (In9son= 1& -acobs olomon= 1 &)= others
unsupportie (8al3enberg Bec9er= 1&&1 ,harenou ?ar9er=
1 &%)= an3 still others partially supportie (ipboye= Lulto4s9i=
e4hirst= Arey= 1&& 6. D. @ope
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Barsa3e. 1&&"+ ta4 et al.= 1&&%+ Fright= Bonett. 4eeney= scores= 3rop$out rate= an3alism costs= stu3ent satis/action= teacher
1&&"+ Fright ta4. 1&&&). turnoer). In seeral other stu3ies= all o/ 4hich 4ere complete3 in
eeral researchers hae =one so /ar as to argue that ;ob satis$
/action /ails to pre3ict ;ob per/ormance because eEtant ;ob satis$
/action measures re/lect more cognitie ealuation than a//ectie
tone (Brie/ oberson= 1&&+ *rgan !ear. 1&). Brie/ an3
oberson conclu3e3 that three o/ the most 4i3ely use3 ;ob satis$
/action measures 3i//ere3 3ramatically in the 3egree to 4hich they
capture3 a//ect. In support o/ this argument= Brie/ (1&&) use3 this
stu3y to 3emonstrate that cognitions correlate more strongly (a$
erage r M .0) 4ith ;ob satis/action than 3oes a//ect (aerage r M
.%"). ?o4eer= it seems li9ely that ;ob belie/s (cognitions) are as
in/luence3 by a//ect as ;ob satis/action itsel/. In3ee3= Brie/ an3
obersons results= as 4ell as those o/ another stu3y (Feiss=
!icholas. aus= 1&&&). 3emonstrate that both cognition an3
a//ect contribute to ;ob satis/action. !eertheless. the hypothesis
that positie emotions relate to per/ormance has garnere3 consi3$
erable support in recent research (see Fright ta4. 1 &&&).
Reconceptttali0ing performance. *rgan (1&)
suggeste3 that the /ailure to /in3 a relationship bet4een ;ob
satis/action an3 per/ormance is 3ue to the narro4 means o/ten
use3 to 3e/ine ;obper/ormance. ,ypically. researchers hae e:uate3
;ob per/ormance 4ith per/ormance o/ speci/ic ;ob tas9s. ?o4eer=
some researchers (see Borman Doto4i3lo= 1 &&") hae
broa3ene3 the per/or$
mance 3omain to inclu3e citi
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ture. Deta$analytrue score>
correlation o/ .0# /or pay satis/action to .2& /or oerall ;ob satis$
/action. Gor their primary analysis= Ia//al3ano an3 Duchins9y
aerage3 the /acet$per/ormance correlations an3 reporte3 an aer$
age true score correlation o/ .1 bet4een ;ob satis/action an3 ;ob
per/ormance. In 3iscussing their /in3ings= the authors only ma3ere/erence to the 1 correlation= conclu3ing that ;ob satis/action
an3 ;ob per/ormance 4ere >only slightly relate3 to each other>
(p. 2#&).
la//al3ano an3 Duchins9y (1&) also eEamine3 nine mo3era$
tors o/ the satis/action$per/ormance relationship. Fith one eEcep$
tion (4hite$collar s. blue$collar occupational type)= the mo3era$
tors pertaine3 to the measures o/ ;ob satis/action (e.g.= composite
o/ satis/action= global= un9no4n$unspeci/ie3) an3 ;ob per/or$
mance (e.g.= :uality s. :uantity= ob;ectie s. sub;ectie). ,he
mo3erator analysis 4as not particularly success/ul$none o/ the
mo3erators correlate3 .20 or greater 4ith the satis/action$per/or$
mance correlation. ?o4eer= 4hen the mo3erators 4ere bro9en
3o4n by satis/action /acet= some signi/icant correlations 4ere
obsere3. Because all the mo3erators 4ere 3ichotomous ariables
an3 many o/ their 3istributions 4ere highly s9e4e3= the lac9 o/
signi/icant /in3ings may hae been 3ue to the 3istributional prob$
lems 4ith the mo3erators rather than truly insigni/icant mo3erator
e//ects. la//al3ano an3 Duchins9y conclu3e3 that the mo3erators
4ere >o/ little conse:uence> (p. 2#).
,he la//al3ano an3 Duchins9y (1&) stu3y proi3e3 many
a3ances. Dost important= their :uantitatie reie4 aoi3e3 the
imprecision an3 sub;ectiity o/ earlier :ualitatie reie4s an3 4as
more comprehensie than the Petty et al. (1&%) meta$analysis.
espite these contributions= in retrospect seeral limitations o/ the
stu3y are apparent. Fhereas some o/ these limitations may be o/
minor practical signi/icance= others substantially impact the accu$
racy an3 interpretation o/ the results. Girst= the authors eEclu3e3unpublishe3 stu3ies (3octoral 3issertations= 4or9ing papers= un$
publishe3 3ata= an3 technical reports)= leaing their results ulner$
able to the possibility o/ publication bias (osenthal= 1&&).
econ3= because la//al3ano an3 Duchins9y (1&) inclu3e3 in
their stu3y correlations bet4een each satis/action /acet an3 ;ob
per/ormance= they cumulate3 21 correlations across only % stu3$
ies. ,heir use o/ multiple correlations /rom a single stu3y iolates
the in3epen3ence assumption o/ meta$analysis an3= thus= biases the
results (?unter chmi3t= 1&&0). It is rare /or contemporarymeta$analyses to iolate the in3epen3ence assumption (inclu3e
multiple correlations /rom the same sample). ,his is probably 3ue
to the /act that meta$analysis eEperts (?unter chmi3t= 1&&0
osenthal= 1&&) hae cautione3 meta$analysts against inclu3ing
multiple correlations /rom the same sample in their analyses. In/airness= la//al3ano an3 Duchins9y 4ere a4are o/ this problem.
,hey note3= >,he inclusion o/ seeral correlations /rom a single
stu3y 3oes suggest a lac9 o/ in3epen3ence in the 3ata> (p. 2).
,hey 3i3 so to aoi3 losing >consi3erable amounts o/ in/ormation>
(p. 2). ?o4eer= this 3oes not ma9e iolation o/ the assumption
any less serious o/ a problem. ,he iolation is particularly prob$
lematic 4hen the sources o/ the 3i//erent correlations are relate3 to
each other (?unter chmi3t= 1&&0). Because the correlations
among 3i//erent /acets o/ ;ob satis/action are so high that they
represent a common construct (Parsons ?ulin= 1&2)= >there can
be consi3erable 3istortion> (?unter chmi3t= 1&&0= p. %2).
,hir3= Ia//al3ano an3 Duchins9y (1&) correcte3 /or unreli$
ability in ratings o/ ;ob per/ormance using internal consistency
estimates o/ reliability. It is commonly accepte3 that internal
consistency reliability oerestimates the reliability o/ superisory
ratings o/ per/ormance because it consigns ariance i3iosyncratic to
raters to the true ariance component o/ ;ob per/ormance rat$ings= resulting in 3o4n4ar3ly biase3 correcte3 correlations
(chmi3t ?unter= 1&). Gor this reason= Vis4esaran= *nes=
an3 chmi3t (1&) argue3 that researchers shoul3 use interrater
reliability to correct ;ob per/ormance /or measurement error. In$
3ee3= all recent meta$analyses inoling ;ob per/ormance hae
use3 this metho3 (e.g.= *nes= Vis4esaran= eiss= 1& oth=
BeVier= 4it
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relationship bet4een ;ob satis/action an3 ;ob per/ormance= re$
searchers hae accepte3 this conclusion= as ei3ence3 by the
/ollo4ing statements+ >,he seminal research on ;ob satis/action
an3 ;ob per/ormance suggests that there eEists only a mo3est
correlation bet4een these t4o constructs> (Cote= 1&&&= p. #) >It
is accepte3 among most researchers that there is not a substantial
relationship bet4een ;ob satis/action an3 pro3uctiity> (-u3ge=
?anisch= ran9os9i= 1&&= p. %) >Duch ei3ence in3icates
that in3ii3ual ;ob satis/action generally is not signi/icantly relate3
to in3ii3ual tas9 per/ormance> (Brie/= 1&&= p. ") an3 >,he
magnitu3e o/ correlation bet4een ;ob per/ormance an3 ;ob satis$
/action is uneEpecte3ly lo4> (pector= 1&&= p. #).
In light o/ these conclusions= it is probably sa/e to conclu3e that
Do3els 1$% are seen as archaic by most researchers. I/ there is
little relationship bet4een ;ob satis/action an3 ;ob per/ormance=
researchers hae conclu3e3 that either Do3el (relationship is
mo3erate3 by other ariables) or Do3el (alternatie /orms o/ the
relationship) is ali3. ?o4eer= because o/ the limitations o/
preious reie4s= it is also possible that 4e hae erroneously
accepte3 conclusions about the magnitu3e o/ the ;ob satis/action
an3 ;ob per/ormance relationship. At the ery least= gien theimportance o/ the topic= it seems appropriate to reeEamine this
relationship. Accor3ingly= in the neEt section o/ the article= 4e
proi3e an up3ate3= an3 more comprehensie= meta$analysis o/ the
relationship bet4een ;ob satis/action an3 ;ob per/ormance.
In the /ollo4ing meta$analysis= 4e /ocus on the relationship
bet4een oerall ;ob satis/action an3 oerall ;ob per/ormance.
,heoretically= there are compelling reasons to /ocus on oerall ;ob
satis/action. As note3 by Gishbein (1&&)= in or3er /or attitu3es to
pre3ict behaiors properly= the attitu3es an3 behaiors must be
congruent in terms o/ their generality or speci/icity. Because
oerall ;ob per/ormance is a general construct compose3 o/ more
speci/ic /actors (Campbell= DcCloy= *ppler= ager= 1&&")= in
or3er to achiee construct correspon3ence 4ith respect to the
satis/action$per/ormance relationship= one must consi3er oerall;ob satis/action. As ?ulin (1&&1) note3= /ailure to match constructs
in terms o/ their generality lea3s to 3o4n4ar3ly biase3 correla$
tions 4hen relating ;ob satis/action to other constructs. Gisher
(1&0) ma3e this point speci/ically 4ith re/erence to the satis$
/action$per/ormance relationship= noting= >esearchers intereste3
in the ;ob satis/action';ob per/ormance relationship ... shoul3 be
a4are o/ the nee3 to hae an appropriate R/it bet4een attitu3e
measure speci/icity an3 behaioral criteria to obtain maEimum
pre3ictability> (p. #11). In3ee3= the limite3 empirical ei3ence that
eEists suggests that 4hen ;ob satis/action is treate3 as a general
construct= a stronger correlation 4ith ;ob per/ormance emerges
than suggeste3 by la//al3ano an3 Duchins9ys (1&) results.
Accor3ingly= our /ocus here is on the relationship bet4een oerall
;ob satis/action an3 oerall ;ob per/ormance.
7uantitati/e Re/ie( of the Job Satisfaction-
Job Performance Relationship
Rules for )nclusion in the Meta-#nal$sis
Consistent 4ith the recommen3ations o/ meta$analytic research$
ers (Datt Coo9= 1&&%)= 4e 3e/ine3 the population to 4hich 4e
4ishe3 to generalinonsigni/icant> /in3ing in
our search. I/ such stu3ies eEist= /ailing to impute a alue /or these
stu3ies coul3 be argue3 to lea3 to an up4ar3ly biase3
estimate o/ the relationship (osenthal= 1&&). ?o4eer= imputa$tion 3oes intro3uce an element o/ sub;ectiity an3 imprecision into the
analysis (?unter chmi3t= 1&&0). In any eent= a sensitiity
analysis reeale3 that een i/ there 4ere 10 stu3ies that simply
2 Fe also partially searche3 issertation Abstracts International (AI). ?o4eer= early
in our search= 4e 3iscoere3 that all o/ the 3issertations uncoere3 in AI 4ere also
in3eEe3 in PsycI!G* (PsycI!G*= unli9e Psyc@I,= inclu3es 3issertations). ,hus= 4e
subse:uently con/ine3 our search to PsycI!G*.
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reporte3 a nonsigni/icant cot$relation= /ollo4ing osenthal (1&&)=
assuming a correlation o/ .00 /or these stu3ies= it 4oul3 change the
oerall results by only a triial 3egree (.00 3i//erence).
All tol3= "12 samples met our inclusion criteria. *ur search
resulte3 in a substantially larger sample o/ stu3ies than that ob$
taine3 by la//al3ano an3 Duchins9y (1&) an3 Petty et al. (1&%)=
4ho inclu3e3 only 2%S an3 %S o/ the in3epen3ent samples
inclu3e3 in this stu3y= respectiely. *ur oerall analysis o/ therelationships bet4een satis/action an3 per/ormance 4as estimate3
/rom "12 in3epen3ent samples containe3 in 2% stu3ies (total
! M %=%1). A summary o/ stu3ies inclu3e3 in the meta$analysis is
gien in the Appen3iE.
Meta-#nal$tic Procedures
Fe use3 the meta$analytic proce3ures o/ ?unter an3 chmi3t
(1&&0) to correct obsere3 correlations /or sampling error an3
unreliability in measures o/ ;ob satis/action an3 ;ob per/ormance.
Correlations 4ere correcte3 in3ii3ually. In terms o/ correcting ;ob
satis/action measures /or unreliability= 4hen authors o/ original
stu3ies reporte3 an oerall internal consistency reliability /or ;obsatis/action= 4e use3 this alue to correct the obsere3 correlation
/or attenuation. I/ correlations bet4een multiple measures o/ ;ob
satis/action 4ere reporte3 in original stu3ies= 4e use3 these alues
to compute the reliability o/ an e:ually 4eighte3 composite o/
oerall satis/action using the pearman$Bro4n prophecy /ormula
(?unter chmi3t. 1&&0). Ginally= /or single$item measures o/ ;ob
satis/action= 4e use3 meta$analytically 3erie3 estimates o/ the
reliability o/ single$item measures o/ ;ob satis/action (Fanous=
eichers= ?u3y= 1&&).
As is typical in meta$analyses inoling superisory ratings o/
;ob per/ormance (e.g.= Barric9 Dount= 1&&1)= only a han3/ul o/
stu3ies in our 3atabase (9 M %) reporte3 correlations among raters=
ma9ing it impossible to /orm an accurate estimate o/ the reliabilityo/ per/ormance ratings base3 on in/ormation containe3 in the
articles. Accor3ingly= 4e too9 meta$analytic estimates o/ the reli$
ability o/ arious sources o/ per/ormance in/ormation /rom the ;ob
per/ormance literature. ,he most /re:uently use3 source o/ per/or$
mance in/ormation in our sample o/ stu3ies inole3 superisory
ratings o/ ;ob per/ormance. In /act= more than 0S o/ the total
samples use3 superisory ratings as the per/ormance criterion.
Fhen superisory or peer ratings o/ per/ormance 4ere use3 in
original stu3ies= 4e use3 Vis4esaran et al.s (1&) estimate o/
the reliability o/ superisory an3 peer per/ormance ratings. In a
number o/ stu3ies= authors use3 ob;ectie measures (such as :ual$
ity an3 :uantity o/ output) to ealuate per/ormance. Fhen multiple
ob;ectie measures 4ere use3= 4e estimate3 the composite reli$
ability o/ these measures. In cases in 4hich the reliability o/
ob;ectie in3ices o/ per/ormance 4as not proi3e3 by authors= 4e
estimate3 reliability o/ these measures 4ith the mean reliability o/
all the stu3ies in the gien analysis. In a han3/ul o/ stu3ies (siE
samples in total)= other sources o/ per/ormance in/ormation 4ere
use3 /or 4hich meta$analytic reliability estimates 4ere unaailable
(ratings /rom subor3inates= stu3ents= clients= customers). Fhen
these rating types 4ere use3= 4e estimate3 the reliability o/ these
ratings 4ith the 3istribution that 4as 3eeme3 most similar (e.g.=
Vis4esaran et al.s estimate o/ the reliability o/ peer ratings 4as
use3 as a reliability estimate in the one stu3y using solely subor$
3inate ratings).
*/ten= stu3ies reporte3 per/ormance in/ormation /rom multiple
sources (e.g.= peer an3 superisory ratings= ob;ectie measures an3
superisory ratings). In these samples= 4e estimate3 reliability
using meta$analytic /in3ings /rom the ;ob per/ormance literature
pertaining to correlations bet4een these sources (Bommer= -ohn$
son= ich= Po3sa9o//= Dac8en
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inestigate3 seeral stu3y characteristics that may mo3erate the
magnitu3e o/ the satis/action$per/ormance correlations. Girst= be$
cause meta$analyses are commonly criticiob;ec$
tie> measures) an3 by measure o/ ;ob satis/action (e.g.= 4hether
the measure o/ ;ob satis/action 4as a composite o/ the /acets or a
global measure). Gourth= because it might be eEpecte3 that the
satis/action$per/ormance correlation 4oul3 ary accor3ing to the
basic research 3esign o/ the stu3y= 4e inestigate3 4hether the
correlation aries by longitu3inal ersus cross$sectional 3esign.
,he /i/th substantie mo3erator 4e eEamine3 4as ;ob compleEity
it is /re:uently argue3 that the satis/action$per/ormance relation$
ship shoul3 be higher in more compleE= stimulating ;obs (e.g.=
Bair3= 1 Ianceich= 1&&). Ginally= it 4as o/ interest to
3etermine the magnitu3e o/ the satis/action$per/ormance associa$
tion in arious occupational groups. ,hus= 4e report estimates o/
the satis/action$per/ormance relationship /or eight 3i//erent occu$
pational categories. ,o test /or statistically signi/icant 3i//erences as
a /unction o/ 3ichotomous mo3erating con3itions= 4e con3ucte3
pair4ise comparisons using the L test proi3e3 by uinones= Gor3=
an3 ,eachout (1&&). Gor this test= a signi/icant test statistic
in3icates the presence o/ a mo3erator e//ect /or this ariable.
Co3ing o/ the mo3erator ariables 4as straight/or4ar3 as most
o/ the mo3erators (measure o/ satis/action an3 per/ormance= re$
search 3esign= occupation) 4ere clearly in3icate3 in the stu3ies. In
t4o cases= ho4eer= co3ing o/ the stu3y characteristics 4as more
inole3. Fe classi/ie3 ;ournal articles as top tier by :uantitatiely
combining ;ournal :uality ratings /rom seen publishe3 articles
rating ;ournals in the areas o/ psychology= organi
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"# -576= ,?*66!= B*!*= A! PA,,*!
,able 2
>irect Comparison of;Present Findings ?ith &hose of )aaldano and Muchins3$
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-*B A,IGAC,I*! A! -*B P6G*DA!C6 "
oppose3 to internal consistency) estimates in correcting the
correlations.
Moderator #nal$ses
,hough the mean satis/action$per/ormance correlation in our
stu3y can be conclu3e3 to be non.P 2% 1.01 P b= c
1 .2#>h .20 2#&.# a
A# .2E 1 1 1 ".# a
1& ."1>b 1 2&&.# $
1 "0>$R 1& &1".2
1# 2# 1& 10.%
1 ."# "% 1#.#
.22 ."(1 .2 21%.01 $
1 ."0> .22 #.%2
1 .2> 1 221.0% $
1 ."1> b .21 1.201.0% a
1% .2">h 12 "#.2 b
1 .2&> .2 1&. c
1 .2&>h 1# ".02 c
.2# .2 ." 12.2R> a= b
1& .%> ."% 0.& h
1& .2AI 10 "&.2 h
.20 .""=b 1 0 1#."# h
.21 ."%>= 1& &.# h
1 .2#>b 12 1.10 $
1& ."%> .2" 0.01 P h
1# .2#> .2& 1%0.1 P
121&>.n 10 21.1 a= b= c= 3. /
i. Discellaneous$miEe3 1# "1=2 1 .2&>.h .21 #&%.%& $
Note. 3M number o/ correlations ! M total sample si
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" -576= ,?*66!= B*!*= A! PA,,*!
Ianceich= 1 &= 1&&)= results in3icate that the satis/action$per$ (1&&2) note3= >A recemeta$analytic stu3y (la//al3ano
/ormance correlation is substantially stronger in high$compleEity
;obs than lo4$compleEity ;obs. ,hough ;ob satis/action an3 ;ob
per/ormance 4ere correlate3 /or ;obs 4ith me3ium an3 lo4 com$
pleEity (p M .2&)= these alues 4ere signi/icantly lo4er than the
aerage correlation /or high compleEity ;obs (p M .2). ome
3i//erences in the satis/action$per/ormance relationship 4ere ob$sere3 across occupations. Although some o/ these 3i//erences
appear to be 3ue to ;ob compleEity (the strongest correlation 4as
obsere3 /or scientists$engineers an3 one o/ the 4ea9est /or
laborers)= this is an incomplete eEplanation (the correlation 4as
4ea9er /or nurses an3 accountants than /or clerical 4or9ers). A
/e4 o/ these 3i//erences 4ere signi/icant= all such that the corre$
lation /or nurses 4as signi/icantly lo4er than /or the comparison
groups (scientists$engineers= salespersons= teachers= managers$
superisors= an3 clerical 4or9ers$secretaries).
Fe shoul3 note that /or almost all o/ the mo3erator meta$
analyses reporte3 in ,able "= the statistic 4as statistically
signi/icant at the .01 leel. ,here 4ere a /e4 eEceptions= namely=
correlations inoling longitu3inal 3esignsmeager> (Brie/=
1&&= p. %2)= >4ea9> (Cote= 1&&&= p. #)= >uneEpecte3ly lo4>
(pector= 1&&= p. #)= >mo3est ... at best> (8at
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-*B A,IGAC,I*! A! -*B P6G*DA!C6 "&
aniel= Fhet
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"&0 -576= ,?*66!= B*!*= A! PA,,*!
Do3erators
W Per/ormance$re4ar3s
contingency
W -ob characteristics
De3iators W !ee3 /or achieement
W For9 centralityW uccess an3 W Aggregation
achieementW ,as9 speci/ic
sel/$e//icacy
W 7oal progress
-ob A W Positie moo3 , -obatis/action % De3iators Per/ormance
W Behaioral
intentions
W @o4 per/ormance
Do3erators as 4ith3ra4al
W Positie moo3W Personality'sel/$concept
W Autonomy
W !orms
W Doral obligation
W Cognitie accessibilityW Aggregation
W @eel o/ analysis
Figure !.Integratie mo3el o/ the relationship bet4een ;ob satis/action an3 ;ob per/ormance.
or per/ormance on satis/action (Do3el 2 or ")= an3 yet the rela$
tionship coul3 be mo3erate3 by other ariables (i.e.= be stronger in
some situations than others Do3el ). imilarly= there may be
causal e//ects bet4een satis/action an3 per/ormance (Do3els 1= 2=
or ") that are eEplaine3 by psychological processes (Do3el %). ,he
integratie mo3el posits a bi3irectional relationship bet4een ;ob
satis/action an3 ;ob per/ormance an3 thus incorporates Do3els1$". ?o4eer= by inclu3ing both me3iating an3 mo3erating e//ects
in both 3irections= it also incorporates Do3els % an3 . Belo4 4e
3iscuss the lin9ages containe3 in the mo3el an3 /uture research
that is nee3e3 to test the arious components o/ the mo3el.
,ests o/ the causal nature o/ the satis/action$per/ormance rela$
tionship are /ragmente3 an3 3ate3. Although there is some support
/or the per/ormance $ satis/action relationship an3 the satis/ac$
tion $ per/ormance relationship= as 4ell as /or reciprocal rela$
tions= this literature is some4hat archaic causal satis/action$per$
/ormance stu3ies appeare3 only in the 1&0s. I/ the relationship is
an important one= as our results suggest= stu3ies o/ causal in/luence
shoul3 resume. 6en i/ ;ob satis/action an3 ;ob per/ormance mu$
tually in/luence each other= it appears :uite possible that the
relationship bet4een satis/action an3 per/ormance is in3irect= me$3iate3 by other ariables. ,hough some research has in3irectly
supporte3 me3iating in/luences= 3irect tests are lac9ing. uch
causal stu3ies are particularly appropriate in light o/ a3ances in
causal mo3eling techni:ues in the past 20 years. Gurther research
also is nee3e3 in terms o/ mo3erators o/ the satis/action$per/or$
mance relationship. Fe are a4are o/ 1 speci/ic mo3erators o/ the
satis/action$per/ormance relationship that hae been propose3. yet
/e4 o/ these hae been inestigate3 in more than one stu3y. 7ien
the large ariability in correlations across stu3ies= /uture inesti$
gation into the con3itions un3er 4hich ;ob satis/action an3 per/or$
mance are relate3 is nee3e3.
Fithin the general /rame4or9 presente3 in Gigure 2= there are
many speci/ic topics that are 4orthy o/ inestigation. ,able %
proi3es a brie/ summary o/ areas /or /uture research that 4e ie4
as most promising= groupe3 accor3ing to the seen per/ormance$
satis/action mo3els 3iscusse3 earlier. Fe 3iscuss these areas inmore 3etail belo4. In terms o/ mo3erating in/luences= arious
personality traits may a//ect the satis/action $ per/ormance rela$
tionship. Dount= ?arter= Barric9= an3 Colbert (2000) argue3 that
;ob satis/action 4oul3 be more strongly relate3 to ;ob per/ormance
/or less conscientious employees because conscientious employees
4oul3 be less 4illing to respon3 to 3issatis/action 4ith re3uce3
per/ormance leels. Dount et al. /oun3 support /or this hypothesis
across three in3epen3ent samples. *ther personality traits may
eEhibit mo3erating e//ects= such as a 3oer sel/$concept= 4hich has
been /oun3 to mo3erate attitu3e$behaior relationships in general
(see 6agly= 1&&2)= or a//ectie 3isposition= 4hich has been /oun3
to mo3erate ;ob satis/action$turnoer relations in particular
(-u3ge= 1&&"). ,hough not a trait= sel/$i3entity has been sho4n to
be releant in attitu3e$behaior relationships such that attitu3es
are more li9ely to lea3 to behaiors 4hen the behaior is central to
ones sel/$concept (Charng= Piliain= Callero= 1&). In this
conteEt= ;ob satis/action 4oul3 be eEpecte3 to lea3 to ;ob per/or$
mance 4hen per/orming 4ell on the ;ob is central to an employees
i3entity. Ginally= 4e encourage /urther research on the ali3ity o/
sel/$esteem as a mo3erator. ipboye (1&) propose3 many re$
/inements to 8ormans (1&0) theory that might a3ance research in
this area= yet /e4 o/ the propositions an3 suggestions in ip$
boyes reie4 hae been inestigate3.
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-*B A,IGAC,I*! A! -*B P6G*DA!C6 "&1
,able %
&opics for Future Research on the Job Satisfaction-Job Performance Relationship
Do3el ,opic
" Is the satis/action$per/ormance relationship reciprocal 4hen teste3 using contemporary causal mo3eling techni:uesQ
oes personality mo3erate the ;ob satis/action$;ob per/ormance relationshipQ
1 Is ;ob satis/action more li9ely to result in per/ormance 4hen ;ob per/ormance is central to ones sel/$conceptQ
1 oes autonomy mo3erate the satis/action$$$sper/ormance relationship such that the e//ect o/ ;ob satis/action on per/ormance isstronger /or ;obs high in autonomyQ
I. o sub;ectie norms mo3erate the satis/action $O per/ormance relationshipQ
1 oes moral obligation mo3erate the satis/action $s per/ormance relationship such that the relationship is 4ea9er /or employees4ho /eel an obligation to per/orm a ;ob 4ell irrespectie o/ their attitu3es to4ar3 itQ
1 Is the satis/action $ per/ormance relationship stronger /or in3ii3uals 4hose ;ob attitu3es are easily accesse3Q= ?o4 3oes temporal an3 behaioral aggregation a//ect the satis/action$per/ormance relationshipQ
Is the satis/action$per/ormance relationship stronger at the group or organi
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"&2 -576= ,?*66!= B*!*= A! PA,,*!
;obs in /orming intentions regar3ing their prospectie behaiors on
the ;ob (many o/ 4hich are presumably per/ormance relate3)Q
?ulin (1&&1) suggeste3 that ;ob 3issatis/action lea3s to a general
4ith3ra4al construct that is mani/este3 in arious behaiors such
as absence= turnoer= an3 the li9e. Gor some employees= re3uce3
per/ormance o/ ;ob 3uties may be a mani/estation o/ 4ith3ra4al.
Ginally= research has suggeste3 that moo3 in the /orm o/ positie
a//ect is relate3 to both satis/action (Brie/= Butcher= oberson=
1&&) an3 per/ormance (ta4 Barsa3e= 1&&"). ,hus= one reason
4hy ;ob satis/action might lea3 to ;ob per/ormance is because
in3ii3uals 4ho li9e their ;obs are more li9ely to be in goo3 moo3s
at 4or9= 4hich in turn /acilitates ;ob per/ormance in arious 4ays=
inclu3ing creatie problem soling= motiation= an3 other pro$
cesses (Isen Baron. 1&&1).
,urning to the per/ormance $ satis/action lin9age= research has
suggeste3 that the contingency bet4een pay an3 per/ormance
(Po3sa9o// Filliams= 1) an3 intrinsic re4ar3s (e.g.= Iance$
ich= 1&&) mo3erate the per/ormance$satis/action relationship=
such that ;obs in 4hich re4ar3s are contingent on per/ormance are
more satis/ying than ;obs 4ith a 4ea9er per/ormance$re4ar3s
contingency. It stri9es us that many o/ these re4ar3$oriente3mo3erator ariables propose3 in past research 4oul3 /ruit/ully be
inestigate3 un3er @oc9es (1&0) alue theory. Gor eEample. ;ob
compleEity may mo3erate the ;ob per/ormance ;ob satis/action
correlation because e//ectie per/ormance in compleE ;obs may
satis/y many in3ii3uals alues /or intrinsic /ul/illment in their
4or9. @oc9es (1&0) theory 4oul3 /urther a3ance this hypoth$
esis by proposing that the re4ar3s that are pro3uce3 4ill 3i//er$
entially satis/y in3ii3uals 3epen3ing on their alues. ,hus= in
a33ition to the positie general e//ect o/ the per/ormance$re4ar3s
lin9 on satis/action= those re4ar3s alue3 most by an in3ii3ual
4ill hae the greatest potential to satis/y. Although 3irect tests o/
@oc9es (1&0) theory are lac9ing= it has en;oye3 support in the
stu3ies that hae teste3 it (?och4arter et al.= 1&&& !athanson
Bec9er= 1&"). esearch testing the ali3ity o/ these mo3erators
un3er @oc9es (1&0) theory 4oul3 hol3 the promise o/ proi3ing
some nee3e3 integration to this area.
esearch on achieement motiation reeals that in3ii3uals
4ith high nee3 /or achieement (!ach) pre/er mo3erately chal$
lenging tas9s because tas9s that are too challenging carry 4ith
them a higher ris9 /or /ailure= 4hich is unacceptable to high$!ach
in3ii3uals (DcClellan3= 1&). It 4oul3 then stan3 to reason that
per/orming a ;ob 4ell is li9ely to be more satis/ying (an3 per/orm$
ing a ;ob poorly more 3issatis/ying) to high$!ach in3ii3uals
because success is their primary motiation (DcClellan3 Gransuccesses buil3 a robust belie/ in ones
personal e//icacy> (p. 0). It seems plausible that in3ii3uals 4ho
beliee in their abilities an3 competence to per/orm a ;ob 4ill be
more satis/ie3 in it. 5n3er this eEplanation= sel/$e//icacy shoul3
me3iate the per/ormance$satis/action relationship.
iener= ub= @ucas= an3 miths (1&&&) reie4 sho4s that
progress to4ar3 ones goals is pre3ictie o/ sub;ectie 4ell$being
(though the type o/ goal an3 the reasons /or pursuing it also
matter). ,hus= i/ e//ectie ;ob per/ormance promotes achieement
o/ ma;or goals in 4or9 an3 li/e= in3ii3uals shoul3 be more
satis/ie3 4ith their ;obs as a result. ,his eEplanation is relate3 to=
but 3istinct /rom= the success an3 achieement eEplanation as the
latter may be satis/ying irrespectie o/ the eEplicit or conscious
goals o/ the in3ii3ual. In reality= achieement an3 goal progres$
sion are li9ely to be intert4ine3 in that success 4ill be most
satis/ying 4hen it is tie3 to progress to4ar3 important personal
goals (@oc9e= 1&&).
Ginally= although there is a great 3eal o/ research on the e//ect o/
moo3 on per/ormance= it surprises us that research on the e//ects o/
per/ormance on moo3 is lac9ing. Dost in3ii3uals 4oul3 rather 3osomething 4ell than poorly= an3 thus 3oing something 4ell is li9ely
to eleate moo3. Doo3= in turn= is relate3 to ;ob satis/action (Feiss et
al.= 1&&&). ,hus= in a33ition to me3iating the satis/ac$
tion $ per/ormance relationship= positie moo3 also might me3i$
ate the per/ormance $ satis/action relationship.
Although it 4as not possible to inclu3e Do3el in the integra$
tie mo3el in Gigure 2= this is not to suggest that the mo3el is
un3esering o/ /uture research. esearch in the past 3eca3e has
proi3e3 strong in3ications that inestigations into the attitu3e$
behaior relationship nee3 not be con/ine3 to the satis/action$per$
/ormance relationship. It has been suggeste3 that replacing ;ob
satis/action 4ith a//ect an3 per/ormance 4ith organi
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-*B A,IGAC,I*! A! -*B P6G*DA!C6 "&"
tion (ta4 Barsa3e= 1&&")= an3 mental health (Fright et al.=
1&&"). imilarly= 4ithin the broa3 realm o/ per/ormance= arious
constructs hae been promulgate3= inclu3ing prosocial organi
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racteristics and organi0ational climate across eight &an0anian
ni0ations.5npublishe3 3octoral 3issertation= Dichigan tate 5nier$
6ast @ansing.
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"&% -576= ,?*66!= B*!*= A! PA,$,*!
Ban3ura= A. (1&&).Self-eGcac$: &he eEercise of control. !e4 or9+ Brass= . -. (1&1). tructural relationships= ;ob characteristics= an3
Greeman. 4or9er satis/action an3 per/ormance.#dministrati/ecience7uar-
Barric9= D. .= Dount= D. 8. (1&&1). ,he Big Gie personality 3imen$
sions an3 ;ob per/ormance+ A meta$analysis.Personnel Ps$cholog$9
%%9
1$2#.
Barric9= D. .. Dount. D. 8. (1&&"). Autonomy as a mo3erator o/ the
relationship bet4een the Big Gie personality 3imensions an3 ;ob per$
/ormance.Journal of #pplied Ps$cholog$9 29 1 11$11.
Bateman= ,. . (1&0). A longitudinal in/estigation of role
o/erload and
its relationships (ith (or3 beha/iors and Aob satisfaction.
5npublishe3
3octoral 3issertation= In3iana 5niersity= Bloomington.
Bauer= ,. !.. 7reen= . 7. (1&&). ,esting the combine3 e//ects o/
ne4comer in/ormation see9ing an3 manager behaior on sociali7reat eEpectations+> A no$con/lict
eEplanation o/ role con/lict. Journal of #pplied Ps$cholog$9 -=9
2#1$
21.
Bernar3in= ?. -. (1&&). ,he pre3ictability o/ 3iscrepancy measures o/
role constructs.Personnel Ps$cholog$9 "!9 1"&$1".
Bhagat= . . (1&2). Con3itions un3er 4hich stronger ;ob per/ormance$
;ob satis/action relationships may be obsere3+ A closer loo9 at t4o
situational contingencies.#cadem$ of Management Journal9 2=
2$
&.
Bhagat= . .= Allie= . D. (1&&). *rgani
-
8/10/2019 Research paper in word
21/41
$9 !-9""1$"%.
el3= A. ?.= Croc9ett= F. ?. (1&). 6mployee attitu3es an3
loyee per/ormance.Ps$chological 'ulletin9 *!9"$%2%. Bray/iel3=
Darsh= D. D. (1&). Aptitu3es= interests= an3
onality characteristics o/ /armers. Journal of #pplied Ps$chol-
$9 %19&$10".
ugh= -. A. (1&1). elationships bet4een recruiting sources an3
loyee per/ormance= absenteeism= an3 4or9 attitu3es. #cadem$ of
nagement Journal9 !%9 1%2$1%.
A. P. (1&&).#ttitudes in and around organi0ations.,housan3 *a9s=
age.
/= A. P.= Al3ag= . -. (1). Correlates o/ role in3ices. Journal of
plied Ps$cholog$9 19%#$%2.
A. P.= Butcher= A.= oberson= @. (1&&). Coo9ies= 3isposition= an3attitu3es+ ,he e//ects o/ positie moo3 in3ucing eents an3 negatie
ctiity on ;ob satis/action in a /iel3 eEperiment.+rgani0ational
ha/ior and Duman >ecision Processes9#2= $#2.
A. P.= Doto4i3lo= . -. (1). Prosocial organi
-
8/10/2019 Research paper in word
22/41
-*B A,IGAC,I*! A! -*B P6G*DA!C6 "&
Coo9= ,. .= Campbell= . ,. (1&&).7uasi-eEperimentation:>esign
an3 analysis issuesfor 8eld settings.Boston+ ?oughton Di//lin.
Cote= . (1&&&). A//ect an3 per/ormance in organiirections in Ps$chological Science9= #$#.
Crisera= . A. (1). Astud$ of Aob satisfaction and itsrelationship to
performance in the Aob situation. 5npublishe3 3octoral
3issertation= Fashington 5niersity= t. @ouis= Dissouri.
Cronbach= @. -.. 7leser= 7. C.= !an3a= ?.= a;aratnam= !. (1&2). &he
dependabilit$ of beha/ioral measurements: &heor$ of
generali0abilit$
for scores and pro8les.!e4 or9+ Filey.
Cropanecision Processes9 129 10$12#.ipboye= . @.= Lulto4s9i. F. ?.= e4hirst= ?. .= Arey= . .
(1&&). el/$esteem as a mo3erator o/ per/ormance$satis/action relation$
ships.Journal of ,ocational 'eha/ior9 1*9 1&"$20#.oll. @. . (1&"). Amultidimensional stud$ of Aobsatisfaction and
performance. 5npublishe3 3octoral 3issertation. Fashington
5nier$
sity. t. @ouis= Dissouri.
oll= . 6.= 7un3erson= 6. 8. 6. (1&). *ccupational group as a
mo3erator o/ the ;ob satis/action ;ob per/ormance relationship.Journal
of #pplied Ps$cholog$9 *"9"&$"#1.
or/man= P. F.. tephan= F. 7.. @oelan3= -. (1). Per/ormance
appraisal behaiors+ uperisor perceptions an3 subor3inate reactions.
Personnel Ps$cholog$9 "=9&$&.
ougherty. ,. F. (1&1). Role-based stressors: #nin/estigation of re-
lationships to personal and organi0ational outcomes.
5npublishe3 3oc$
toral 3issertation. 5niersity o/ ?ouston= ?ouston= ,eEas.
reher= 7. G. ( 1&1). Pre3icting the salary satis/action o/ eEempt e
ployees.Personnel Ps$cholog$9 "%9&$&.
ubins9y= A. -.= ?artley= . F. (1). A path$analytic stu3y o
mo3el o/ salesperson per/ormance. Journal of the #cadem$
Mar3eting
Science9 1%9 "#$%#.
ubins9y. A. -.= 9inner= . -. (1&%). Impact o/;ob characteristic
-
8/10/2019 Research paper in word
23/41
il salespeoples reactions to their ;obs.Journal of Retailing9 -@9
#2.
A. ?. (1&&2). 5neen progress+ ocial psychology an3 the stu3y o/
u3es.Journal of Personalit$ and Social Ps$cholog$9 "9 #&"$
A. ?.= Chai9en= . (1&&").&he ps$cholog$ of attitudes.Gort
th= ,X+ ?arcourt Brace -oanoich.
A. ?.. Foo3= F. (1&&%). 5sing research syntheses to plan /uture
arch. In ?. Cooper @. V. ?e3ges (63s.)= &he handboo3 of research
thesis(pp. %$00). !e4 or9+ ussell age Goun3ation.
y= .= irgy= D. -. (1&&0). ,he e//ects o/ :uality o/ 4or9ing li/e
F@) on employee behaioral responses.Social )ndicators Re-
rch9 !!9 "1$%.
y= .= Fol/e= . D. (1&). ,he e//ect o/ organi
-
8/10/2019 Research paper in word
24/41
" -576= ,?*66!= B*!*= A! PA,,*!
per/ormance = an3 ;ob satis/action o/ IBD operators. Personnel Ps$chol-
og$9= 20$21".
7ar3ner= . 7.= unham= . B.= Cummings= @. @.= Pierce= -. @. (1&).
Gocus o/ attention at 4or9 an3 lea3er$/ollo4er relationships. Journal of
+ccupational 'eha/ior9= 2$2&%.
7ar3ner= . 7.= Pierce= -. @. (1&&). el/$esteem an3 sel/$e//icacy
4ithin the organiierences9 12= 221$2"1.
7eorge= -. D.= Bettenhausen= 8. (1&&0). 5n3erstan3ing prosocial be$haior= sales per/ormance= an3 turnoer+ A group$leel analysis in a
serice conteEt.Journal of #pplied Ps$cholog$9 = #&$0&.
7eorge= -. D.. Brie/= A. P. (1&&2). Geeling goo3$3oing goo3+ A
conceptual analysis o/ the moo3 at 4or9$organi
-
8/10/2019 Research paper in word
25/41
ationship for research scientists.5npublishe3 3octoral 3issertation=
ersity o/ ,ennessee.
a/son= . B.= Dum/or3= D. . (1&&). Personal style an3 person$
ironment /it+ A pattern approach.Journal of ,ocational 'eha/-
%-9 1#"$1.
man= . -.= @a4ler= 6. 6.= III. (1&1). 6mployee reactions to ;ob
acteristics.Journal of #pplied Ps$cholog$9 **92&$2#.
3 53$in= D. (1&").&he relationship bet(een Aob satisfaction
performance.5npublishe3 3octoral 3issertation= Columbia 5nier$
!e4 or9.
on. .= ubins9y= A. -.= 9inner= . -. (1). A mo3el o/ sales
erisor lea3ership an3 retail salespeoples ;ob$relate3 outcomes.
rnal of the #cadem$ of Mar3eting Science9 1%9""$%".
ing= G. .= Bottenberg= . A. (1). 6//ect o/ personal charac$
tics on relationships bet4een attitu3es an3 ;ob per/ormance.Journal
#pplied Ps$cholog$9 %*9%2$%"0.
s= D. D.= chaubroec9= -. (1&). A meta$analysis o/ sel/$
erisor= sel/$peer= an3 peer$superisor ratings. Personnel Psychol$
9 %19 %"$#2.
= -. 8.= Creglo4= A. (1&&). # meta-anal$sis and utilit$ anal$sis
relationship bet(een core ?# perceptions and business
mes
or9ing Paper 2.0). @incoln= !6+ 7allup *rgani
-
8/10/2019 Research paper in word
26/41
-*B A,IGAC,I*! A! -*B P6G*DA!C6
among apparel specialt$ store managers.5npublishe3 3octoral 3isser$ -u3ge= ,. A.= ,horesen= C. -.. Puci9= V.= Felbourne= ,. D.
"&
(1&&&).
tation= ,eEas Fomans 5niersity. enton.
In9son= -. ?. 8. (1&). el/$esteem as a mo3erator o/ the relationship
bet4een ;ob per/ormance an3 ;ob satis/action. Journal of #pplied
Psp-
cholog/9#"= 2%"$2%.
Isen= A. D.. Baron= . A. (1&&1). Positie a//ect as a /actor in organi$
-
8/10/2019 Research paper in word
27/41
agerial coping 4ith organi
-
8/10/2019 Research paper in word
28/41
"& -576= ,?*66!= B*!*= A! PA,,*!
tion+ An empirical inestigation o/ teers an3 Do43ays mo3el o/
turnoer.#cadem$ of Management Journal9 "@921$%".
@eeto= 7. A. (1&%).Self-esteem as a moderator of the
satisfactionper-
formance relationship: # multi/ariate approach.5npublishe3
3octoral
3issertation= 7eorgia tate 5niersity= Atlanta.
@ey= P. 6.= Filliams= -. . (1&&). ,he role o/ perceie3 system
9no4le3ge in pre3icting appraisal reactions= ;ob satis/action= an3 orga$
ni
-
8/10/2019 Research paper in word
29/41
llan3= . C.= Gran
-
8/10/2019 Research paper in word
30/41
-*B A,IGAC,I*! A! -*B P6G*DA!C6 "&&
!aylor= -. C.= Pritchar3= . .= Ilgen= . . (1&0). Atheor$ ofbeha/ior
in organi0ations.!e4 or9+ Aca3emic Press.
!hun3u= ,. -. (1&&2). -ob per/ormance= role clarity= an3 satis/action
among teacher interns in the 63monton public school system.#lberta
Journal of ducational Research9 "29""$"%.
!ice= .= tephen= . .= teele= ,. P. (1&).>eterminants and
outcomes of collecti/e organi0ational climate among
shipboard inde-
pendent dut$ hospital corpsmen (eport !o. $%). an
iego= CA+
!aal ?ealth esearch Center= ?ealth erices esearch epartment.
!orris. . .= !iebuhr= . 6. (1&%). *rganiecision
Processes9 "29
2$%.
*l3ham= 7. .= 8uli9= C. ,.= tepina= @. P. (1&&1). Physical eniron$
ments an3 employee reactions+ 6//ects o/ stimulus$screening s9ills an3
;ob compleEity. Aca3emyof Management Journal9 "%9&2&$&".
*lson= -. D.= Lanna= D. P. (1&&"). Attitu3es an3 attitu3e change. #nnual
Re/ie( of Ps$cholog$9 %%9 1 1$1%.
*nes= . .= Vis4esaran= C.= eiss= A. . (1&). ole o/ social
3esirability in personality testing /or personnel selection+ ,he re3 her$
ring.Journal of #pplied Ps$cholog$9 219##0$#&.
*ppenheimer= . -. (1&1). &esting three-(a$ interactions
among leader
beha/iors9 tas3 structure and personal characteristics of
subordinates as
indicated b$ the path-goal theor$ of leadership.
5npublishe3 3octoral
3issertation= 5niersity o/ ,oronto= ,oronto= *ntario= Cana3a. *eilly=
C. A.= III= oberts= 8. ?. (1&). uperisor in/luence an3
subor3inate mobility aspirations as mo3erators o/ consi3eration an3
structure.Journal of #pplied Ps$cholog$9 "9$102.
*rgan= . F. (1&). A restatement o/ the satis/action$per/ormance hy$
pothesis.Journal of Management9 1%9 %$.
*rgan= . F.= !ear= -. P. (1&). Cognition s. a//ect in measures o/ ;obsatis/action.)nternational Journal of Ps$cholog$9 !@9 2%1$2".
*rgan= . F.= yan= 8. (1&&). A meta$analytic reie4 o/ attitu3inal
an3 3ispositional pre3ictors o/ organi
-
8/10/2019 Research paper in word
31/41
iguity an3 con/lict.Journal of Cross Cultural Ps$cholog$9 1"9
"%.
n= C. (1&%). Danagerial stress= relaEation an3 per/ormance. Journal
Management >e/elopment9"= 2%$%.
n= C. (1&). ,he e//ects o/ nee3 /or achieement an3 nee3 /or
pen3ence on the relationship bet4een perceie3 ;ob attributes an3
agerial satis/action an3 per/ormance.)nternational Journal of Ps$-
log$920= 20$21&.
n= C. (1). ,he e//ect o/ ;ob per/ormance on the relationship
4een ;ob satis/action an3 turnoer.Journal of Social Ps$cholog$9
2$2.
n= C.= Bernath= -. (1&). ,he e//ect o/ role con/lict an3 role
biguity on employee satis/action an3 per/ormance. Ps$chological
dies9 "2= 2$2.
/= C. (1&&2). ,he relationship bet4een satis/action= attitu3es= an3
ormance+ An organiierences bet(een ne( and established
strial
r3ers: #n interactional model. 5npublishe3 3octoral
tation=
as Christian 5niersity.
on= -. D. (1&1).+rgani0ational entr$ in a hospital setting:
9
blems9 and outcomes. 5npublishe3 3octoral 3issertation=
rsity
Dinnesota.
ey= @. 6.= ?a49ins= B. @. (1&0). *rgani
-
8/10/2019 Research paper in word
32/41
%00 -576= ,?*66!= B*!*= A! PA,,*!
mo3el.+rgani0ational 'eha/ior and Duman >ecisionProcesses9 *%9
1$%%.
Po3sa9o//= P. D.= ,u3or= F. .= 9o= . (1&2). 6//ects o/ lea3er
contingent an3 noncontingent re4ar3 an3 punishment behaiors on
subor3inate per/ormance an3 satis/action. #cadem$ of
Management
-ournal= 2= 10$21.
Po3sa9o//= P. D.. Filliams= @. -. (1). ,he relationship bet4een ;ob
per/ormance an3 ;ob satis/action. In 6. A. @oc9e (63.).enerali0ing
from laborator$ to 8eld settings(pp. 20$2"). @eEington= DA+
@eE$
ington Press.
Prest4ich= ,. @. (1&0). &he causal relationship bet(een Aob
satisfaction
and Aob performance. 5npublishe3 3octoral 3issertation.
5niersity o/
!orth Carolina. Chapel ?ill.
uinones. D. A.. Gor3. -. 8.= ,eachout= D. . (1&&). ,he relationship
bet4een 4or9 eEperience an3 ;ob per/ormance+ A conceptual an3 meta$
analytic reie4.Personnel Ps$cholog$9 %29 $&10.
amser. C. . (1&2). Per/ormance= satis/action= e//ort.Personnel #d-
ministration and Public Personnel Re/ie(9 19%$.
an3all. D.. cott= F. A. (1&). Burnout= ;ob satis/action= an3 ;ob
per/ormance.#ustralian Ps$chologist9 !"9 ""$"%.
an3all= D. @.. Cropan
-
8/10/2019 Research paper in word
33/41
o Cooperati/e Etension count$ agents. 5npublishe3 3octoral 3is$
ation= *hio tate 5niersity= Columbus.
P. @.. BeVier= C. A.= 4it
-
8/10/2019 Research paper in word
34/41
-*B A,IGAC,I*! A! -*B P6G*DA!C6 %01
ch4ab= . P.= Cummings= @. @. (1&0). ,heories o/ per/ormance an3
satis/action+ A reie4.)ndustrial Relations9 &= %0$%"0.
ch4art
-
8/10/2019 Research paper in word
35/41
ob satis/action$turnoer relationship.Journal of #pplied Ps$chol-
##= 11$1%.
c9. B.= De
-
8/10/2019 Research paper in word
36/41
%02 -576= ,?*66!= B*!*= A! PA,,*!
,ypes= e//ects= an3 mechanisms.Journal of #pplied Ps$cholog$9"9
22$2"%.
Varca= P. 6.= -ames$Valutis= D. (1&&"). ,he relationship o/ ability an3
satis/action to ;ob per/ormance. #pplied Ps$cholog$: #n
)nternational
eie4= %2= 2#$2.
Vecchio= . P.= 7ob3el= B. C. (1&%). ,he ertical 3ya3 lin9age mo3el
o/ lea3ership+ Problems an3 prospects.+rgani0ational 'eha/ior
and
Duman Performance9 "%9$20.
Vinchur= A. -.= chippmann= -. .= 4itecision Processes9 29 1$2%.
Feslan3er= . @. (1&1).,ocational interest patterns of socialstudies
teachers and rated performance.5npublishe3 3octoral 3issertation= 5ni$
ersity o/ ela4are= !e4ar9.
FeEley= 8. !.= AleEan3er= . A.= 7reen4alt= -. P.= Couch= D. A.
(1&0). Attitu3inal congruence an3 similarity as relate3 to interpersonal
ealuations in manager$subor3inate 3ya3s. #cadem$ of
Management
Journal92"= "20$""0.
Fic9er= A. F. (1&). Attitu3e ersus actions+ ,he relationship o/ erbal
an3 oert behaioral responses to attitu3e ob;ects.Journal of Social
)ssues92= %1$.
Figgins= -. .= Doo3y= A. (1&"). I3enti/ying e//ectie counselors
through client$superisor ratings an3 personality$ enironmental ari$
ables.,ocational uidance 7uarterl$9 "19 2&$2#&.
Figgins= -. .= Feslan3er= . @. (1&&). Personality characteristics o/
counselors rate3 as e//ectie or ine//ectie. Journal of ,ocational
'e-
ha/ior9 1*9 1$1.
Figgins= -. .= Feslan3er= . @. (1). 6//ectieness relate3 to
personali ty an3 3emographic characteristics o/ secon3ary school coun$
selors.Counselor ducation and Super/ision92#= 2#$".
FilcoE= 8. 6. (1&&).Moti/ation9 central life interests9
/oluntarism9 and
demographic /ariables as predictors of Aob satisfaction and
percei/ed
performance of teachers.5npublishe3 3octoral 3issertation=
5niersity
o/ 8ansas= @a4rence.
Filey= -. F. (1&). @in9ing surey results to customer satis/action an3
business per/ormance. In A. I. 8raut (63.)=+rgani0ationalsureys (pp.
""0$"&). an Grancisco+ -ossey$Bass.
Filson= A. A. (1&&0). Participating in a participati/e
management sys$
tem: &he role of acti/e participation9 organi0ational
3no(ledge9 and
indi/idual moti/ation in emplo$ee satisfaction and
performance.5n$
publishe3 3octoral 3issertation= Pur3ue 5niersity= Fest @a/ayette=
In3iana.
Fright= ,. A.= Bonett= . 7. (1&&). ,he role o/ pleasantness an3
actiation$base3 4ell$being in per/ormance pre3iction.Journal of +c-
cupational Dealth Ps$cholog$92= 212$21&.
Fright= ,. A.= Bonett= . 7.= 4eeney= . A. (1&&"). Dental health an3
4or9 per/ormance+ esults o/ a longitu3inal /iel3 stu3y.Journal of
+ccupational and +rgani0ational Ps$cholog$9 92$2%.
Fright= ,. A.= Cropan
-
8/10/2019 Research paper in word
37/41
-*B A,IGAC,I*! A! -*B P6G*DA!C6
Appen3iE
ummary o/ tu3ies Inclu3e3 in Deta$Analysis
%0"
tu3y N r r p r p ource Deasure -P Deasure -esignCompleEity*ccupation
Ab3el$?alim (1&0) 12" .22 .2U .# ." ,, GC C D
Abramis (1&) 112 1" .%2U .%3 .2" 5$ P$$* 5 C D$D
Abramis (1&&%) 21 10 .2U .%3 1# * P$$* 5 @ D$D
A39ins (1&&) 11 .00 .2U . .00 ,, GC C D$D
A39ins et al. (1&) & 10 .2U .#> 1& 5 GC @ @ @
AleEan3er et al. (1&&) 1"0 .2" .% . ."& * * GC C ? D$D
Allen (1&&2) 1 ."" .2U .2e .#" 5$ * GC C D D$D
Anan3 ohal (1&1) 22 .2 .2U .%3 .% 5 5 C D $6
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An3erson *eilly (1&1) ## 11 .2U .# .20 * * GC C D D$D
Apasu$7botsu (1&2) 1" .2# .2U .#"> .% 5$ 5 C D C
Araghi (1&1) 1# .00 ."# .00 5$ * 5 C ? D$D
Ayman (1&") 1 .2 .2U .%> .% 5$ GC C D D$
Bago .## 5$ GC C D$D
Bauer 7reen (1&&) 20 ." .2U .&2 . ,, GC C D$D
Be3eian et al. (1&") 1&" .0 .2U .# .0 * 5 C D !
Berger$7ross 8raut (1&%) .22 .2U . ." ,, 5 C D D$
Bernar3in (1&&) " .2& .#2> .> .% ,, = P$$* GC C D D$DBhagat (1&2) 10% ." .2> .&% .0 ,, GC C D D$
Bhagat Allie (1&&) 1" $.0# .2U .#n $.10 * GC C D D$D
Birnbaum omers (1&&") 1%2 $.0" .2U . $.0 * 7 C D !
Bittle (1&&1) 1" 1& .2U .&n ."0 5$ GC C D$DBi .2% * GC C D$DBlanchar3 (1&&1) "%& .20 .2> .&" .2& 5$ GC C D$D
Bluen et al. (1&&0) 110 .20 .2U ."0 ,, * 5 C D
Boyles (1) 1# .0% ."& .%3 .0 5$ = * 5 C D D$D
Brass (1&1) 1%0 .%0 .2U .2> .# ,, GC C D$DBray/iel3 Darsh (1&) 0 12 .2> .#0 .21 ,, 7 C D D$DBreaugh (1&1) 112 1# .2> .2> .2# ,, GC C D $6
Brie/ Al3ag (1) .01 .2U ."> .02 ,, GC C @ D$DBro3y (1&%) %0 .# .2U .%3 1 10 5$ * 5 C @ @!. -. Bro4n (1&&) 22 1 .2U .0> .2 5$ GC C D !
. P. Bro4n et al. (1&&") %## 1" .2U .&1> 1& 5 GC C D . P. Bro4n Peterson (1&&%) "0 ."1 .2> .# .2 ,, 5 C D Burns (1&) "0 .0& .2U .%3 1 5$ GC C @ @Burns (1&) 11 $.0 .2> .%3 $.1 I 5$ GC C @ @
Carlson (1&) 22 1" .2U .%3 .21 ,, 7 C D$DCarlson (1&) 2% 1 .2 .%3 .2 ,, 7 C @ @
Clayton (1&1) 222 1% .2> .&> .22 5$ GC C D$D
Cleelan3 hore (1&&2) %10 12 .2> .# .20 ,, 5 C D$D
Colarelli et al. (1&) 20 1 .2U .2& ,, GC C D A
Crisera (1) $.0" .2> b $.0 5$ GC C D$
Crisera (1) 1#0 .0# .2U .> 10 5$ GC C @ @
Cropan . 1" * 5 C D !e Grain (1&&) 1"1 ."% .2> .%3 . 5$ 5 C ? D$Deis (1&2) %0 1# .2> .#0> .2& 5$ GC C D$Denton (1) " $.01 .2U .%3 $.02 5$ GC C D$Dipboye et al. (1&&) " ."0 .2> .%3 .% * GC C D D$Dipboye et al. (1&&) 2#% ."2 .2> .%3 .2 * GC C D C@. . oll (1&") 1# ."# .2U .%3 . 5$ 7 C D D$@. . oll (1&") 0 ."& .2> .%3 .#" 5$ 7 C @ @. 6. oll 7un3erson (1&) ## .%% .#2> .%3 .# ,, = P$$* 5 C ? $6. 6. oll 7un3erson (1&) 12& .0% .#2h .%3 .0# ,, = P$$* 5 C D$D
or/man et al. (1) 121 .%1 .2U ." .#2 , , 5 C D$Dougherty (1&1) .% .2> .& .# 5$ GC C ? D$Dreher (1&1) #&2 1& .2U .2 ."1 ,, 5 C D$Dubins9i ?artley (1) 120 1 .2U " .2 5 * GC C D ubins9i 9inner (1&%) 11# .00 .2R %3 .00 5 * GC C D
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Appen3iE .2 .2 * * 5 C ? D$D
8al3enberg Bec9er (1&&1) 1## 1# .2> .2 .2 * * 5 C ? D$D
8anta9 (1&&) 1# 1& .2R .&" .2 5$ * GC C D
8eller (1&%) "2 .0 "& . 12 ,, = * GC C $6
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8esselman et al. (1&%) # .% .2> .> .# ,, GC C D$D
8hale:ue et al. (1&&2) 100 .& .2> .%> .& 5 7 C @ @
8inic9i et al. (1&&0) "12 12 .2> .&% 1 ,, 5 C D !
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@a Gollette (1&") # .2 .2> .> .%" 5$ GC C D$D
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@ey Filliams (1&&) %# $.0# .2> .2 $.10 * GC C D$D
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@iingstone et al. (1&&) 1%" ."1 .2> . .%& * GC C D$D
@on3on 8limos9i (1&) "% $.0 .#2> .#0> $.11 * = P$$* GC C D !
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%0#
tu3y
*rpen (1&)
*rpen (1&2a)
*rpen (1&2a)
*r$pen (1&2a)
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*rpen (1&%)
*rpen (1&%)
*rpen (1&)
*rpen (1)
*rpen Bernath (1&)
Pac9ar3 Doto4i3lo (1&)
Papper(1&")
Parasuraman Alutto (1&%)
Paia (1&)
Paia (1&)
Pearson (1&1)
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