research on cognitive process and subliminal...
TRANSCRIPT
Research on Cognitive Process and
Subliminal Advertising
KAREN WONG
Supervisor: Dr. Kara Chan
School of Communication
Hong Kong Baptist University
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ACKNOWLEDMENT The dissertation and the master course can hardly be accomplished without the support and help form all of the above person, the love and endurance of my family and love ones in all these years. The work with this dissertation has been extensive and trying, but in the first place exciting, instructive, and fun. Without help, support, and encouragement from several persons, I would never have been able to finish this work. I wish to thank Professor John. H. Murphy for his valuable lessons. He opened my eyes by introducing the world of advertising. He has also enriched me with the understanding on the field, the media, and professional from the industry. With the deepest gratitude, I thank the unconditional support and kindness from the following individuals and parties: friends and colleagues from CUHK & IBM, for their tolerance and precious opinions; all my classmates from this master course who “rescue” me from all the unsolvable problems; and most importantly they made this two years fly as a blink of an eye. Also, the distinguished faculty members and lecturers of the School of Communication, for their breadth and depth of their knowledge and professional experience that enrich the classroom and allow students to discover the dynamic world of communication. Last, but not least, I thank my parents, for having me if their life in the first place, for giving me a loving family and protected environment to grow up with, for providing first class education that anyone can ever asks for. Without the love from my brothers Jackie and Stanley, my creativity and independence wouldn’t be built so flourishingly. I am thankful for begin the daughter of my parents and the little sister of my two brothers; because of them, my life is blessed with joy and happiness.
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ABSTRACT
The public uproar over subliminals began with in the late 1950s. The frenzy continued and became one of the few advertising notorious strategies. With the “birth” of subliminal advertising, advertiser and professional from the field have experience the impact dramatically. The ethnic and conducts are both being challenged by people who believes in subliminal practice existence. Without a proven evidence for the effectiveness of subliminal approach, people who learned about the practice might view the media message completely different ever after. With all the conspiratorial talk, what effect subliminal really does is not the focus of this study. Rather, this attempt is to learn the correlation of one’s adaptation and cognitive learning process after the encounter of subliminal advertising. Most foreign studies emphasize the impact and content of subliminal advertising. In Hong Kong, the understanding and awareness are relatively low; The study hopes to show a significance outcome and analyze how is the cognitive theory plays a part on the learning process and behavior changes and effect on one’s view after they learnt the knowledge of the subliminal advertising.
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TABLE OF CONTENT ACKNOWLEDGEMENT ……………………………………………….. 2 ABSTRACT ……………………………………………….. 3 TABLE OF CONTENT ……………………………………………….. 4 CHAPTER 1 INTRODUCTION 1.1 Research Motives ………………………………………………. 5 1.2 Objectives ………………………………………………. 6 1.3 Study Procedures ………………………………………………. 7 CHAPTER 2 LITERATURE REVIEW 2.1 Subliminal Perception …………………………………………. 8 2.2 Subliminal Advertising …………………………………………. 9 2.3 Social Cognitive Theory…………………………………………. 11 2.4 Cognitive Response Theory ……………………………………... 16 CHAPTER 3 RESEARCH METHOD 3.1 Research Framework …………………………………………. 22 3.2 Research Method & Design……….. …………………………… 23 CHAPTER 4 ANALYSIS AND RESULTS 4.1 Sample Summary ………………………………………………. 26 4.2 Analysis …………………………………………………………. 27 CHAPTER 5 CONCLUSION AND SUGGESTION 5.1 Research Limitations…………………………………………… 30 5.2 Suggestions ……………………………………………………. 30 5.3 Conclusion …………………………………………………….. 30 REFERENCE …………………………………………………... 33 APPENDIX 1 Pretest Questionnaire ………………………..………. 38 APPENDIX 2 Posttest Questionnaire ……………………………….. 41 APPENDIX 3 Print Ad Layouts ……………………………………… 43 APPENDIX 4 Statistical Tables ………………………………………. 47
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CHAPTER 1 INTRODUCTION
1.1 Research Motives
What is subliminal advertising? Should we be worried about its power of mind
manipulation, thoughts, attitudes and even our behaviors? For nearly half of a
century, countless of researches and investigations have been searching for its
answers. Some believe that subliminal advertising can make people behave the
way it wants them to rather than they way they want to...that it can make people
buy things that they neither want nor need…that it can make them believe things
that are not true – and all of this without being aware of what is happening to them.
Do subliminal techniques really exist? Or those “hidden” messages really deliver
the message in an “effective” way as the marketer wants. The public uproar over
subliminal took place over two key periods. In 1957, the second greatest invention
next to nuclear bomb – the subliminal advertising, has been “broken and entered”
people’s mind without one’s knowing. The incident focused on James Vicary’s
claims that he had inserted split-second, invisible ad messages into movies. While
opponent were furious about such unforgivable psychological manipulations being
“invented”; the advertising professional were vociferously claimed that neither
they nor anyone they knew had created subliminal advertising. By 1970s, Wilson
Bryan Key rekindled the frenzy with his book Subliminal Seduction, which
purported to reveal that ads for liquor and other everyday products were riddled
with the hidden skulls and nude body in ice cube.
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Two decades may have separated the subliminal scares, but the popular critique
was essentially the same: secret, hidden messages in advertising manipulate an
unwitting public into buying things they don’t need. Today, subliminal stimulation
continues to spark interest among marketers, advertisers, psychologists and the
general public. Experimental psychologists continue to develop and debate
sophisticated methodologies to examine conscious and unconscious perceptual
processing and their effects, while advertisers and academic scholars continue to
express concern about the public’s widespread belief in the phenomenon and its
alleged effects.
To assess the persuasive impact of subliminal advertising, we can use theoretical
rationales: Social Cognitive Theory, an individual’s behavior is uniquely
determined by personal, behavior, and the environment factors. Social cognition
has its roots in social psychology which attempts “to understand and explain how
the thoughts, feelings and behavior of individuals are influenced by the actual,
imagined, or implied presence of others” (Allport, 1985). It studies the individual
within a social or cultural context and focuses on how people perceive and
interpret information they generate themselves and from others (Sternberg, 1994).
This review will explain how the effect of interaction with the learning process,
results with the subliminal advertising exposures of the public; specifically, the
impact and difference for one’s views after they gain the knowledge of subliminal
advertising.
1.2 Objectives
Regarding the motivation of this research, the study will discuss the difference of
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the effect of one’s perception before and after the learning of subliminal
advertising practices. The objectives of this study are shown as follows:
a. Compare the difference between audiences’ view before and after they
learn about the practices of subliminal advertising
b. Whether or not subliminal advertising education will influence their
attitude and perception toward advertisement after the learning
c. Whether or not audience believe in the usage of subliminal advertising
d. Exploring the impact of reactions and response to subliminal advertising
e. Evaluate persuasiveness of and response to such advertising
1.3 Study Procedure
After research motives and objectives of this study being identified, literature is
collected about subliminal advertising, subliminal perception, subliminal
persuasion and Social Cognitive Theory etc. Then questionnaires are designed,
followed by analysis of the results and finally conclusions are made. The
procedure of this study is shown below:
1. Collection of Information and Literature
2. Build the Structure of the Study
3. Design Questionnaire and Sampling
4. Collect Questionnaires and Adjustment
5. Analyze Information and Explain
6. Conclusion and Suggestion
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CHAPTER 2 LITERATURE REVIEW
2.1 Subliminal Perception
Perception is the natural, normal way you receive impression from your
environment conscious awareness. “Subliminal perception” means that the
stimulation is so weak that individual almost can’t feel the existence of it. The
concept of subliminal perception is close to “seeing without looking at and with
being aware that seeing has take place. “Subliminal” means “below threshold”. An
individual’s perceptual threshold is usually defined as stimulus value that is
correctly detected 50% of the time. The threshold is therefore, a statistical
abstraction. This threshold may vary from second to second, and differ rather
widely between individuals. (Moore, 1982)
How can one show that a stimulus has had and influence if a person claims to be
unaware of its exact nature or even existence? This paradox has traditionally been
resolved using indirect methods showing that stimuli can influence a person’s
thoughts or judgments even when they are unable to identify or recognize the
stimulus. For a truly subliminal stimulus, scientists predict a null effect for
measures of conscious awareness, but significant effects on some other judgment,
attitude, preference, or behavioral measure.
According to Moore, we may use the term subliminal perception to the following
situations:
1. The subject responds to stimulation that falls below he ever reported
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awareness of the stimulus in some previous threshold determination.
2. Individual responds to a stimulus of which he pleads total unawareness
3. Individual reports that he is being stimulated but denies any awareness of
what the stimulus was.
Cognitive and social psychologists are now learning that stimuli presented
subliminal can not only be perceived, but can have a considerable influence over a
variety of cognitive process (possibly even behavior). The next section will show
there are different kinds of advertising use subliminal perception in our daily life.
2.2 Subliminal Advertising
The idea of subliminal advertising first came to the public’s attention in 1957,
when Jim Vicary, a motivational researcher, conducted a subliminal advertising
strategy in the movie theatre. He allegedly flashed the messages Eat Popcorn and
Drink Coke so fast that the audience couldn’t consciously see the words. Vicary
claimed Coke sales jumped 18.1% and popcorn sales leaped 57.7%. The
subliminal advertising was officially born on that day. It is widely agreed that
Vicary is the originator of the subliminal advertising. However, his study on the
other hand has been largely disregarded in the scholarly community due to lack of
scientific documentation of methodology and failure to replicate.
In 1972, subliminal advertising was once again invented by a Canadian university
professor Wilson Bryan Key. His extensive studies on subliminal advertising have
done a profound impact in the professional field. According to his books
Subliminal Seduction, Media Sexploitation, and The Clam-Plate Orgy, the
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subliminal techniques are in widespread use by media, advertising, and public
relations agencies, industrial and commercial corporations and by the government.
With the acknowledgment that the advertising industry disagrees with his views,
Key documents numerous examples of the letters SEX, nude bodies, genitalia, the
animals appearing in a variety of magazine advertisements. Key maintains that
these messages do not appear by accident, coincidence, or as the work of and
individual artist. His allegations, however, have not been favorably received by the
scientific community.
The definition of subliminal advertising is embedding materials in print, audio, or
video messages so faintly that they are not consciously perceived (Martha & Kirk,
1993). Subliminal advertising uses stimuli that operate below the threshold of
consciousness but that can be perceived subconsciously. It is believed by some
researchers to influence people’s behavior without their being aware that any
communication has taken place.
Moore defined subliminal stimulation into three types of format:
(a) stimuli that presented at a rapid speed in visuals such as movies and
commercials,
(b) accelerated speech in low volume auditory messages, and
(c) stimuli such as words and sexual images that are embedded in printed
matter
Based on the Social Cognitive Theory, we can predict their reaction after the
audiences learned about Subliminal Advertising. The conscious level should be
higher when they perceive the advertising message. Their attitude and perception
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should have changed toward the media and advertisement content. The learning
process is described and explains in detail with the following section.
2.3 Social Cognitive Theory
(A.) Background
Albert Bandura, the originator of the Social Cognitive Theory. The Social Cognitive
Theory stemmed from the Social Learning Theory. It evolved under the umbrella of
behaviorism, which is a cluster of psychological theories intended to explain why
people and animal behave the way that they do. Bandura has led the efforts on
cognitive Social Learning Theory development (Bandura and Walters, 1963).
Bandura’s Social Learning Theory places a heavy focus on cognitive concepts. His
theory focuses on how children and adults operate cognitively on their social
experiences and how these cognitions then influence behavior and development.
His theory was the first to incorporate the notion of modeling, or vicarious learning,
as a form of social learning. In addition, Bandura also introduced several other
important concepts, including reciprocal determinism, self-efficacy, and the idea that
there can be a significant temporal variation in time lapse between cause and effect. In
1986, Bandura renamed his Social Learning Theory, Social Cognitive Theory, as a
better description of what he had been avocation since the 1960’s (Bandura, 1986).
This name change was also likely the result of an effort to further distant himself and
his theory from the behaviorist approach.
The Social Learning Theory has its origins in the discipline of psychology, with its
early foundation being laid by behavioral and social psychologist. Behaviorism,
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introduced by John Watson in 1913, too an extremely mechanistic approach to
understanding human behavior. According to Watson, behavior could be explained in
terms of observable acts that could be described by stimulus-response sequences
(Crosbie-Brunett and Lewis, 1993; Thomas, 1990).
Graph 1-1 Social Cognitive Theory
Source: Pajares (2002).
(B) Definition
Social Cognitive Theory defines human behavior as triadic, dynamic, and reciprocal
interaction of personal factors, behavior, and the environment. According to this
theory, and individual’s behavior is uniquely determined by each of these three
factors. While Social Cognitive Theory upholds the behaviorist notion that response
consequences mediate behavior, it contends that behavior is largely regulated
antecedently through cognitive processes. The theory has a strong emphasis on one’s
cognition suggests that the mind is an active forces that constructs one’s reality,
selectively encodes information, performs behavior on the basis of value and
expectations, and imposes structure on its own action (Jones, 1989).
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According to Bandura’s Social Cognitive Theory, there are two major purposes of
theory:
• To understand and predict individual and group behavior
• To identify methods in which behavior can be modified or changed
This theory implies that people will have different expectations or values after they
encode the subliminal knowledge. Social Cognitive Theory explains psychosocial
functioning in terms of triadic reciprocal causation in which the three determinants:
1. Behavior, 2. Internal personal factors (cognitive, biological factors) and 3.
Environment, interact and influence each other bi-directionally and their respective
influence may be of different strength and not occur simultaneously. To sum up,
people are both products and producers of their environment (Bandura, 1977).
Within this social cognitive theory perspective, humans are characterized in terms of
five basic and unique capabilities:
Symbolizing Capability: This is the most external influences effect behavior through
cognitive process (Bandura 1989). Bandura suggests that it is symbols that serve as
the mechanism for thought. Through the formation of symbols, such as images (or
embedded subliminal images) or words, humans are able to give meaning, form, and
contiguity to their experiences and knowledge. It provides humans with a powerful
tool for comprehending their environment and for creating and regulating
environmental events that touch virtually every aspect of their lives.
Vicarious Capability: This capability enables people to expand their knowledge and
skills on the basis of information conveyed by modeling influences; learning can
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result from observing the actual behaviors of others and their consequences.
Observational Learning is regarded as the modeling aspect of social cognitive theory.
Symbolic modeling is important to understand the effects of mass communication.
Observational learning is governed by:
1. Attention Span: Determines what is selectively observed in the modeling
influence and what information is extracted. Determinants include (i)
modeled events (salience, attractiveness and functional value),
(ii)observer characteristics (cognitive skills, preconceptions and value
preference) and (iii) structural arrangements of human interactions and
associational networks (complexity, prevalence and accessibility).
2. Retention Processes: Involves active transformation and restructuring of
information about events for memory representation in the form of rules
and conceptions. Influential factors include symbolic coding, cognitive
organization and symbolic rehearsal. In short, to remember what you
have paid attention to. This is where imagery and language come in: we
store what we have seen the model doing in the form of metal images or
verbal descriptions. When stored, it can be “brought up” later as an image
or description, so that one can reproduce it with one’s own behavior.
3. Motor Reproduction Processes means symbolic conceptions are
translated into appropriate courses of action. Influential factors include
physical capabilities, self-observation of reproduction and accuracy of
feedback (corrective adjustments during behavior production).
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4. Motivational Processes: People do not perform everything they have
learned. It is influenced by three types of incentive motivators. Influential
factors include external, vicarious and self-produced.
The third one is Forethought Capability: it is a person’s capability to motivate
themselves and guide their actions anticipatorily (Banduran, 1989). While the Social
Cognitive Theory hold that stimuli influences that likelihood of a behavior through
the predictive function of an outcome, the stimuli is not automatically linked to the
response by contiguity. Instead, previous experiences create expectations of the
outcome that will occur as a result of performing a behavior, before the behavior is
performed. This point is significantly important the learning process of the Subliminal
Advertising. Expectations of behavioral outcomes, more so than actual outcomes.
There will be an Expectancies refer to a person’s evaluation of the anticipated
outcome. The capacity to regulate one’s behavior based on expectations and
expectancies provide the mechanism for foresightful behavior.
Self-regulatory Capability: It provides humans with internal standards and
evaluative reactions to one’s own behavior, people try to reduce discrepancy between
one’s perceived performance and reference standard and people also motivate and
guide their actions through proactive control by setting themselves higher valued
goals. Bandura proposes that self-regulatory systems mediate external influences and
provide a basis for the purposeful action, allowing people to have personal control
over their own thoughts, feelings, motivations, and actions (Bandura, 1989).
Self-reflective Capability: It concerns one’s own thinking and personal efficacy,
people monitor their ideas and act on them or predict occurrences from them, they
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judge from the results the adequacy of their thoughts and change them accordingly.
It enables people to analyze their experiences, think about their own thought
processes, and alter their thinking accordingly. One of the most important types of
self-reflection is self-efficacy. A person’s self-efficacy develops as a result of their
history of achievement in a particular area, from observations of others successes
and failures, from the persuasion of others, and from one’s own physiological state
while performing a behavior (Bandura, 1977b).
Accordingly to the five capabilities, the audiences’ behavior shall change
according to their learning of the subliminal advertising practices. Their behavior
and perception will be alerted and become conscious. After the learning stage, they
might find themselves being altered or presume that subliminal advertising is
being used, even when they are present with normal advertisement.
2.4 Cognitive Response Theory
(A) Background
Consumer response to advertising has been researched extensively since
advertising became recognized as a significant part of our culture. In the 1960s,
Lavidge and Steiner explored the hierarchy of effects theory; a theory based on the
idea that when making purchases, people go through certain decision levels from
awareness to purchase, and proposed a new model. This new model involved
three steps: cognitions (reactions), affect (attitudes), and conation (behavior).
Shortly after this model was formed, a number of tests conducted in hopes of
discovering a correlation between the recall of ads and cognition and emotions
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(Smith and Swinyard, 1988). Subsequently, Greenwald took all the previous
research on theories of attitude and combined them into what he termed Cognitive
Response Theory.
Greenwald defined cognitive response as “thoughts generated in response to
persuasive communication that trigger an attitude change (Nixon 2000, General
Information section)”. The theory attempted to find a connection between the
initial response to a persuasive message and the attitude change that occurred after
receiving the message. Greenwald believed that once a person received a
communication of any kind, they were expected to accept or reject the
communication. After a persuasive message is communicated, a person relates it
back to already existing attitudes, behavior, knowledge, and feelings. Because of
this, the response to the persuasive message is shaped not only by the message
itself, but by the “extracommunication” shaped by the individual’s “attempt to
relate the new information to his existing attitudes, knowledge, feelings, etc.
(Greenwald 1968, p. 149)”.
Greenwald’s cognitive response expanded on previous theories that had examined
the role of learning on attitude change (Eagly and Chaiken, 1993). The cognitive
response model emphasized the distinctive thoughts (cognitive responses) that
people generate rather than the reception process that was emphasized in previous
learning theories (Greenwald, 1968).
Peter Wright examined Greenwald’s psychological theory in the 1960s and began
to apply it to marketing and advertising with the hope of discovering insights about
persuasion. Wright organized the cognitive response model into three categories:
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counterargument, support argument, and source derogation. Counterargument is
defined as “statements against the idea or the use of the products in the
advertisement” (Nixon 2000, Application section). Support arguments are “in
favor of the idea or product in an advertisement” (Nixon 2000, Application
section). Source derogation is “a statement expressing lack of trust in the
advertiser or product” (Nixon 2000, Application section).
Wright determined that support arguments are what advertisers’ desire in response
to their ads because they want people to have a positive attitude towards the
persuasive message (Nixon, 2000). Wright also found that a person that sees an
ad is relying “heavily on her evaluative mental responses to message content,
rather than on the content itself, to arrive at an attitudinal position after exposure
(Wright 1973, p. 60).” This is precisely the view touted in Greenwald’s theory
and suggests that a person’s previous attitudes and experiences play an important
part in how they perceive advertising messages. Wright labeled this existing
knowledge as “primary thoughts”, and believed that for researchers to truly
understand consumer response, both cognitive structure (attitudes, beliefs, and
behavior) and primary thoughts needed to be studied (Smith and Swinyard, 1988).
A cognitive response is a thought generated in response to persuasive
communication (Petty, 1981) and therefore, triggers an attitude change. The way in
which a cognitive response effects attitude, after being exposed to persuasive
communication, has to do with the way the recipient of the communication
manipulates, elaborates and integrates the information (Greenwald, 1968). When
people are exposed to information, they relate it to pre-existing thoughts that they
already have on the subject. People are of course more likely to be persuaded by
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messages to which they have previously thought optimistically.
The cognitive response theory attempts to understand the link between the initial
response to communication and the attitude change that results. The theory says
that a cognitive response influences final attitude and therefore may effect
behavior.
(B) Cognitive Learning
It has been inferred that the success of an advertisement correlates with the
consumer learning curve of the persuasive message. It is still uncertain whether
there is a connection between positive feedback and consumer preservation of the
advertisement. Many psychologists believe that consumer learning leads to
acceptance of the advertising message, but “the persuasion as a function of
retention hypothesis” is not highly supported in studies. (Insko, 1964; Miller &
Campbell, 1959; Watts & McGuire, 1964). From the studies it can be assumed that
“either learning of attitude relevant cognition (i.e., persuasive arguments) is
unrelated to attitude formation and change or persuasive communications can
induce attitude change without necessarily providing the cognitive content on
which the attitude is based.” (Greenwald, 1968)
(C) Cognitive Response
A cognitive response is the attitude a consumer depicts after seeing and
advertisement. The consumer will either agree or disagree with the message and
may transmit the message to previous beliefs about the particular product. Hovland
says: When exposed to a persuasive communication, a member of the audience is
assumed t o react with at least two distinct response. He thinks of hi s own opinion,
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and also of the opinion suggested by the communicator. Merely thinking about the
new opinion along with the old would not, in itself lead to an opinion change. The
individual could memorize the content of the new opinion while his opinion
remained unchanged. Practice, which is so important for memorizing verbal
materials in educational or training situations, in not sufficient for bringing about
the acceptance of a new opinion (Hovland, 1953).
The idea of persuasion means that someone can be influenced by something.
Cognitive response is based on the same idea meaning that a consumers mind can
by swayed through knowledge. The theory proposes that persuasion produced by
an act of communication is in fact self-persuasion which is produced by the
receiver while reading, listening to, or watching the communication. These
thoughts may be about the content of the communication or other aspects of the
communication process, such as reflection on the credibility of the source. If, by
and large, the communication act evokes feelings supportive of the position being
advocated, the receiver will move towards that position.
(D) Cognitive Model
The cognitive response model follows the belief that “people activity relate
information contained in persuasive messages to their existing feelings and beliefs
about the message topic (Petty, Ostrom, & Brock 1981).” Pre-existing thoughts
generated by the consumer may be positive, negative or neutral to the message. It
is more likely that people agree with persuasions that already follow their own
beliefs and disagree with persuasions that are not consistent to their preconceived
opinions.
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The model is still accepted today due to its acceptance of different attitudes in the
persuasion process. The participant is an active subject and is allowed to openly
express attitudes and feelings during experimentation. The down side to the theory
is the complexity of the theory itself. The cognitive response model encompasses
many different components and classifications. The theory, however, does not take
into account that some people change their mind for no reason or don’t know why
they do.
Graph 2-1 Cognitive Response Model
Source: Lutz and Swasy 1977, p. 367
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CHAPTER 3 RESEARCH METHOD
3.1 Research Framework
Even though numerous literature reviews and extensive studies have addressed the
topic of subliminal advertising, there is still no consensus on the effectiveness of
subliminal advertising in affecting consumer choice. For the social cognitive
theory, it was a theory about a view of human functioning that accords a central
role to cognitive, vicarious, self-regulatory, and self-reflective process in human
adaptation and change. From this theoretical perspective, human functioning is
viewed as the product of a dynamic interplay of personal, behavioral, and
environmental influences.
It is to believe that the respondents will view and perceive the advertisement
differently after the learning process of the subliminal advertising subject; with the
cognitive theory support, their cognitions (reactions), affect (attitudes), and
conation (behavior) toward the advertisement content, message and the industry
practices may have certain degree of changes/bias compare to their previous
knowledge of advertising.
Hypotheses
Will there be any difference made between two groups in a presentation of the
subliminal stimuli during a cover experiment which had the stated purpose of
establishing recognition thresholds for various messages? For the group who
doesn’t has prior knowledge of subliminal message, will their perception and
behavior change toward the same message after the subliminal messages being
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taught? For those who know about the subliminal, will they have different view or
change of perspective toward the advertising message and professional practices
from the view?
According to the objective and previous literature described, we can have set some
hypothesis as follows:
H1. Respondent’s behavior, attitudes and perception may be affected upon the
learning on the subject of subliminal advertising.
H2. Respondent with no previous exposure on the subject of subliminal
advertising may have negative feelings toward media message.
3.2 Research Method & Design
The purpose of this section is to examine the focus of the study: they are
perception and attitude change toward the print ad and media. A survey
implementation will start with a pretest, briefing and posttest. The result of both
the pretest and posttest will be compared. The features of this research design are:
1. The shift of perception is measured at pre-to-post exposure of the
advertisements.
2. The impression and the effect of the ad are assessed at post exposure of the
advertisements.
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3.2.1 Respondents & Sampling Description
The data of 60 respondents were collected for the research. Screening is conducted
to ensure none of the respondents has prior knowledge of subliminal advertising.
The sampling for the research consists of the followings:
Ex-colleagues in CUHK
Colleagues from current work
Church friends
3.2.2 Design of the Questionnaire
In order to produce a comparable result of pretest to compare to post-test, the first
half(pretest) of the questionnaire was designed as a general survey on advertising,
while the second half focuses on the perception and attitude changes of respondents.
A 15 minutes briefing on the subject of subliminal advertising will be introduced after
the pretest. Respondents will be given a treatment - a subliminal advertising
introduction including the websites, articles and previous scholarly research on the
topic. In order to propose a neutralize position and avoid bias opinion intervention ,
both pro and con for the subject will be included. A general understanding of the
subject is ensured. After the treatment, respondents will be given a post-test. The
post-test will be asked to go over the same questionnaire but this time just for the
‘impression’ portion. In this way, we hope to ascertain to the extent, if any, result of
the pretest and posttest differentiated in terms of their attitudes and perception toward
the message presented. The study result should provide conceptual understanding of
public opinion about the studied phenomenon. With the experiment result, we hope to
see the impact of subliminal persuasion.
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Questionnaire Structure:
Q1: Pre-exposure to advertisements;
Q2: Post-exposure to advertisements;
Q5-8: Impression of the ads;
Q9-12: Demographic information on the respondents: sex, age, educational level
3.2.3 Data Analysis
The process of the data collection was as follows:
The data had been collected in person
The collected data were imported to SPSS for the analysis.
In SPSS, data were recoded to make the greater number mean the more
positive aspect
Between groups t-test will be used to examine differences between two
groups measured on dependent variable.
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CHAPTER 4 ANALYSIS AND RESULTS
4.1 Sample Summary
The data collected would be analyzed in this chapter. To examine the significance
of hypotheses, with valid questionnaire as a goal, this study listed distribution of
respondents according to sex, age, marital status and education level. The
respondent demographics summary is shown in appendix 4.1. The research was
surveyed with 30 males and 30 females.
Age Group
The biggest group of respondents is from the group of age 23 – 30. Total of 19
respondents belong to the second largest age group of 22 and below. The third
group is 31 – 38 which includes 10 respondents. The last group is also the least
group which contains 4 respondents from the age group of 39 – 45.
Martial Status
73% and a total of a44 respondents are single. Less then 1/3 of the respondent, a
total of 16 of them are married.
Education Level
Concerning educational level, 8(13.4%) respondents attained matriculation level or
below, while 52(86.6%) respondents attained university or above.
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4.2 Analysis
According to the some previous studies done by others, the general conclusion
found that the unethical perceptions of the subliminal advertisement shown
significantly and negatively affected all advertising response variables examined in
the study. For this reason, we provided a total of 10 descriptions in the listed order
as follows:
1. Confusing
2. Important
3. Hard to believe
4. Interesting
5. Memorable
6. Relevant to me
7. Persuasive
8. Deceived
9. Sex Appealing
10. Ethical.
To examine the perception toward the subliminal from the respondents, we have
chosen the last four descriptions to study the hypotheses. Studies show these
wordings ere most used and describe on the perception of subliminal.
As we want to know whether if there’s any an attitude change or perception
changes after the learning of the subject, these four set are chosen for comparison
of the pre and posttest result. It is presumed that the respondents will have higher
response rate toward these wordings. During the survey, a set of 4 ad layouts
28
(appendix 3) are shown respectively as in the sequence of: Ad#1 – Stella Artois;
Ad#2 – Camel; Ad#3 – Vodka; Ad#4 – Marlboro.
Significant Findings
Ad#1 – Stella Artois: (see appendix 4.2)
Out of the response, impression#4 (M=-30, SD=.67, t(59)=-3.46, p<.05);
impression #7 (M=-.28, SD=1.04, t(59)=-2.1, p<.05); impression#8 (M=-.38,
SD=1.15, t(59)=-2.58, p<.05); impression#10 (M=.50, SD=1.13, t(59)=3.44,
p<.05). were found significantly more then the rest of the group.
Ad#2 – Carmel (see appendix 4.3)
There are significant difference findings between the pre and post test of the
questionnaire. All 10 impressions detected a significant effect of this ad.
Ad#3 – Vodka (see appendix 4.4)
Other then Impression#6, the rest of the group are detected a strong significance.
The comparison of the pre and post test indicated a major difference. All of the
p-value is under .05.
Ad#4 – Marlboro (see appendix 4.5)
Among the 4 ad layouts, the findings detected significance on the last 4 set of
impression. Impression#7 (M=.50, SD=1.08, t(59)=.78, p<.05); Impression#8
(M=-.40, SD=1.27, t(59)=-2.44, p<.05); Impression#9 (M=.52, SD=1.38,
t(59)=2.89, p<.05); Impression#10 (M=.25, SD=.12, t(59)=2.21, p<.05).
29
Hypothesis
H1. Respondent’s perception may be affected upon the learning on the subject of
subliminal advertising.
Base on the 4 major sets finding that over the 4 ad layouts show overall significant
difference in between the pre and post test result. Frequencies on the impression of
‘persuasive’, ‘deceived’, ‘sex appealing’ and ‘ethical’ appeared more after the
treatment and reflected on the post test.
H2. Respondent with no previous exposure on the subject of subliminal advertising
may have negative feelings toward media message.
Base on the frequency among the 10 impression, the last 4 set of impression
perception changes appear significantly toward the negative descriptions. After the
treatment, respondents tend to have more negative feeling toward the ad shown to
them during the questionnaire. The result was reflected on the post test
questionnaire result finding.
30
CHAPTER 5 CONCLUSION AND SUGGESTION
5.1 Research Limitations
Internal Validity:
The maturation effect is concerned since the participants change over the duration
of the study. During the study, a pre and post tests were given, the same test is
given at two different times to the same group. Due to too little time given in
between 2 tests, memory effect may produce inappropriately high correlation.
Eternal Validity:
The concept and understanding is not widely expected in the environment of Hong
Kong. Most people do not have any general knowledge about the advertising
practice. The acceptance and minimal understanding of the subliminal may be
varied as each individual take the matter differently. Some may react dramatically
toward the introduction of subliminal from the respondents.
5.2 Suggestions
Due to limit of the length of questionnaire, open questions were not used; detailed
comments on perception of the subject were thus unavailable. If more comments
could be collected, more detailed analysis could be done. It was suggested to carry
out a detailed survey research through an open questionnaire if a similar study
would be carried out.
31
In addition, a limitation of information on the subliminal subject was observed.
Although the briefing – treatment gave detailed info on the subject, it was a
secondary source of information, which might be biased by the viewpoints and
interests of the author. This factor might have affected the accuracy of the
information and analysis included in this study. It was suggested to give a more
thorough information on the subject; most importantly, a long digest period is
suggested as well if a similar study would be carried out.
5.3 Conclusion
According to Gould & Gupta’s study (2000), the fact that 75 to 85 percent of
American adults are familiar with the concept of subliminal advertising and 75 to
85 percent of those familiar with the concept think advertiser use it at least
sometimes, it suggested that subliminal advertising has become a recognizable part
of the culture. Between 70 percent and 80 percent of those who are familiar with it
believe that the technique “works” in the sense that it can influence people’s
behavior.
The existence of a subconscious mind and subliminal perception is still a
controversy today. There is vast evidence for the existence of both, but the
evidence is based on a methodology that is by nature not pure scientific. Despite
the lack of conventional scientific evidence, I believe the quest for the search on
the area has risen. With the study, it shows that respondents tend to change their
views on the same media presented after they’ve learnt on the subject of
subliminal. It appears that people show the negative feeling toward the message,
without knowing the proof of subliminal stimuli existence. The same result could
32
be assumed and predicted for anyone who does not have knowledge of such.
In Hong Kong, both the concept and the practice of subliminal advertising are
relatively low. With the study done here, the result finding is astonishing,
enormous and expected. Subliminal may not be known by everyone; however, the
impact and its influence affect one’s perception and attitude. It is always been my
strong belief that once one learned the subliminal subject, he/she will view the
media, advertising and the professional in a completely way. Without knowing the
existence, accuracy and the whole truth about the subliminal usage, the viewer
tends to have a bias view toward the media messages or advertising he/she will
later on come across. This particular human will go through an extra mile on their
thinking whether the subliminal approach is being used. He is likely to be
concerned whether their minds are being “manipulated” from the message he
perceives.
These changes are not necessary a good impact to the industry or profession from
the field. Audience or viewer shifts their view from positive to negative. An
assumption of malpractice may be created by them. Bias opinions on the hard
works create by the hearty designers, etc. All these reaction could only do harm
to the industry reputation and lower the credibility of the professional. In this
research, the highlights may be not the cognitive process, or the social cognitive
theory, nor the advertising layouts; but the knowing of such is and see the view
difference is what made the research so interesting.
33
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APPENDIX 1 Pretest Questionnaire Dear respondents, Currently completing my Master in Communication at Hong Kong Baptist University, in the course of my thesis, which is about ‘Perception of Advertising', I have decided to implement a survey based on the people who exposed to the typical advertisement, ie you. Indeed, for once, a questionnaire will enable you to give your opinion about this topic. If you feel uncomfortable answering any questions, you can withdraw from the survey at any point. It is very important for me to learn your opinions. Your survey responses will be strictly confidential and data from this research will be reported only in the aggregate. Your information will be coded and will remain confidential. Thank you very much for your time and help. Karen Wong Have you heard of the following brands? 1. Stella Artois Yes No 2. Camel Cigarette Yes No 3. Vodka Yes No 4 Marlboro Yes No Please think about what was said of the products in the ads then click the buttons which you feel describes the brand. For the following statements, please indicate whether you 5=strongly agree; 4=agree; 3=neither agree nor disagree; 2=disagree; 1=strongly disagree 5. What was said about the product in the "Stella Artois" ad was: 1 Confusing 1 2 3 4 5 2 Important 1 2 3 4 5 3 Hard to believe 1 2 3 4 5 4 Interesting 1 2 3 4 5 5 Memorable 1 2 3 4 5 6 Relevant to me 1 2 3 4 5 7 Persuasive 1 2 3 4 5
39
8 Deceived 1 2 3 4 5 9 Sex Appealing 1 2 3 4 5 10 Ethical 1 2 3 4 5 6. What was said about the product in the "Carmel" ad was: 1 Confusing 1 2 3 4 5 2 Important 1 2 3 4 5 3 Hard to believe 1 2 3 4 5 4 Interesting 1 2 3 4 5 5 Memorable 1 2 3 4 5 6 Relevant to me 1 2 3 4 5 7 Persuasive 1 2 3 4 5 8 Deceived 1 2 3 4 5 9 Sex Appealing 1 2 3 4 5 10 Ethical 1 2 3 4 5 7. What was said about the product in the "Vodka" ad was: 1 Confusing 1 2 3 4 5 2 Important 1 2 3 4 5 3 Hard to believe 1 2 3 4 5 4 Interesting 1 2 3 4 5 5 Memorable 1 2 3 4 5 6 Relevant to me 1 2 3 4 5 7 Persuasive 1 2 3 4 5 8 Deceived 1 2 3 4 5 9 Sex Appealing 1 2 3 4 5 10 Ethical 1 2 3 4 5 8. What was said about the product in the "Marlboro" ad was: 1 Confusing 1 2 3 4 5 2 Important 1 2 3 4 5 3 Hard to believe 1 2 3 4 5 4 Interesting 1 2 3 4 5 5 Memorable 1 2 3 4 5 6 Relevant to me 1 2 3 4 5
40
7 Persuasive 1 2 3 4 5 8 Deceived 1 2 3 4 5 9 Sex Appealing 1 2 3 4 5 10 Ethical 1 2 3 4 5 The last section of the questionnaire contains a series of questions about your demographic characteristics such as age and income. We are asking these questions in order to determine if various groups have different opinions and attitudes about hospital care. Please answer these personal questions. No one will ever associate these responses with your name. 9. Sex of person completing this questionnaire: __ Male __ Female 10. What is your age group __ 22 and below __ 23 - 30 __ 31 - 38 __ 39 – 45 __ 46 + 11. Marital status of person completing this questionnaire: __ Married __ Single 12. What is your education level? __ Primary __ Secondary __ University __ Graduate Thank you for your assistance.
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APPENDIX 2 Posttest Questionnaire Please think about what was said of the products in the ads then click the buttons which you feel describes the brand. Please note: 5=strongly agree; 4=agree; 3=neither agree nor disagree; 2=disagree; 1=strongly disagree 1. What was said about the product in the "Stella Artois" ad was: 1 Confusing 1 2 3 4 5 2 Important 1 2 3 4 5 3 Hard to believe 1 2 3 4 5 4 Interesting 1 2 3 4 5 5 Memorable 1 2 3 4 5 6 Relevant to me 1 2 3 4 5 7 Persuasive 1 2 3 4 5 8 Deceived 1 2 3 4 5 9 Sex Appealing 1 2 3 4 5 10 Ethical 1 2 3 4 5 2. What was said about the product in the "Carmel" ad was: 1 Confusing 1 2 3 4 5 2 Important 1 2 3 4 5 3 Hard to believe 1 2 3 4 5 4 Interesting 1 2 3 4 5 5 Memorable 1 2 3 4 5 6 Relevant to me 1 2 3 4 5 7 Persuasive 1 2 3 4 5 8 Deceived 1 2 3 4 5 9 Sex Appealing 1 2 3 4 5 10 Ethical 1 2 3 4 5
42
3. What was said about the product in the "Vodka" ad was: 1 Confusing 1 2 3 4 5 2 Important 1 2 3 4 5 3 Hard to believe 1 2 3 4 5 4 Interesting 1 2 3 4 5 5 Memorable 1 2 3 4 5 6 Relevant to me 1 2 3 4 5 7 Persuasive 1 2 3 4 5 8 Deceived 1 2 3 4 5 9 Sex Appealing 1 2 3 4 5 10 Ethical 1 2 3 4 5 4. What was said about the product in the "Marlboro" ad was: 1 Confusing 1 2 3 4 5 2 Important 1 2 3 4 5 3 Hard to believe 1 2 3 4 5 4 Interesting 1 2 3 4 5 5 Memorable 1 2 3 4 5 6 Relevant to me 1 2 3 4 5 7 Persuasive 1 2 3 4 5 8 Deceived 1 2 3 4 5 9 Sex Appealing 1 2 3 4 5 10 Ethical 1 2 3 4 5
43
APPENDIX 3
Ad #1 – Stella Artois
44
Ad #2 - Camel
45
Ad#3 - Vodka
46
Ad#4 - Marlboro
47
APPENDIX 4.1
Gender
Frequency Percent Valid Percent
Cumulative
Percent
Male 30 50.0 50.0 50.0
Female 30 50.0 50.0 100.0
Valid
Total 60 100.0 100.0
Age Group
Frequency Percent Valid Percent
Cumulative
Percent
22 and below 19 31.7 31.7 31.7
23 - 30 27 45.0 45.0 76.7
31 - 38 10 16.7 16.7 93.3
39 - 45 4 6.7 6.7 100.0
Valid
Total 60 100.0 100.0
Marital Status
Frequency Percent Valid Percent
Cumulative
Percent
Married 16 26.7 26.7 26.7
Single 44 73.3 73.3 100.0
Valid
Total 60 100.0 100.0
Ed Level
Frequency Percent Valid Percent
Cumulative
Percent
Elementary 1 1.7 1.7 1.7
Secondary 7 11.7 11.7 13.3
University 36 60.0 60.0 73.3
Graduate 16 26.7 26.7 100.0
Valid
Total 60 100.0 100.0
48
APPENDIX 4.2 Paired Samples Statistics
Mean N Std. Deviation Std. Error Mean
1Stella 2.83 60 .886 .114Pair 1
1POSTSTALL 2.98 60 .833 .108
2Stella 2.90 60 .817 .105Pair 2
2POSTSTALL 3.08 60 .743 .096
3Stella 3.05 60 .811 .105Pair 3
3POSTSTALL 3.15 60 .732 .095
4Stella 3.03 60 .882 .114Pair 4
4POSTSTALL 3.33 60 .774 .100
5Stella 2.85 60 1.005 .130Pair 5
5POSTSTALL 2.97 60 .920 .119
6Stella 2.88 60 .904 .117Pair 6
6POSTSTALL 2.98 60 .792 .102
7Stella 2.72 60 .885 .114Pair 7
7POSTSTALL 3.00 60 .781 .101
8Stella 2.93 60 1.039 .134Pair 8
8POSTSTALL 3.32 60 1.127 .146
9Stella 2.72 60 1.367 .176Pair 9
0POSTSTALL 3.20 60 1.147 .148
10Stella 2.98 60 1.127 .146Pair 10
10POSTSTALL 2.48 60 .854 .110
Paired Samples Correlations
N Correlation Sig.
Pair 1 1Stella & 1POSTSTALL 60 .593 .000
Pair 2 2Stella & 2POSTSTALL 60 .544 .000
Pair 3 3Stella & 3POSTSTALL 60 .558 .000
Pair 4 4Stella & 4POSTSTALL 60 .678 .000
Pair 5 5Stella & 5POSTSTALL 60 .508 .000
Pair 6 6Stella & 6POSTSTALL 60 .661 .000
Pair 7 7Stella & 7POSTSTALL 60 .221 .090
Pair 8 8Stella & 8POSTSTALL 60 .438 .000
Pair 9 9Stella & 0POSTSTALL 60 -.190 .145
Pair 10 10Stella & 10POSTSTALL 60 .378 .003
Paired Samples Test
Paired Differences t df
Sig.
(2-tailed)
Mean
Std.
Deviation
Std. Error
Mean
95% Confidence Interval of
the Difference
Lower Upper
Pair 1 1Stella - 1POSTSTALL -.150 .777 .100 -.351 .051 -1.495 59 .140
Pair 2 2Stella - 2POSTSTALL -.183 .748 .097 -.376 .010 -1.899 59 .062
Pair 3 3Stella - 3POSTSTALL -.100 .730 .094 -.288 .088 -1.062 59 .293
Pair 4 4Stella - 4POSTSTALL -.300 .671 .087 -.473 -.127 -3.461 59 .001
Pair 5 5Stella - 5POSTSTALL -.117 .958 .124 -.364 .131 -.943 59 .350
Pair 6 6Stella - 6POSTSTALL -.100 .706 .091 -.282 .082 -1.097 59 .277
Pair 7 7Stella - 7POSTSTALL -.283 1.043 .135 -.553 -.014 -2.104 59 .040
Pair 8 8Stella - 8POSTSTALL -.383 1.151 .149 -.681 -.086 -2.579 59 .012
Pair 9 9Stella - 0POSTSTALL -.483 1.944 .251 -.986 .019 -1.926 59 .059
Pair 10 10Stella -
10POSTSTALL .500 1.127 .146 .209 .791 3.435 59 .001
49
APPENDIX 4.3 Paired Samples Statistics
Mean N Std. Deviation Std. Error Mean
1camel 3.08 60 .869 .112Pair 1
1POSTCAM 3.32 60 .701 .090
2camel 3.02 60 .892 .115Pair 2
2POSTCAM 3.40 60 .807 .104
3camel 3.05 60 .675 .087Pair 3
3POSTCAM 3.47 60 .724 .093
4camel 3.10 60 .933 .120Pair 4
4POSTCAM 3.65 60 .685 .088
5camel 3.13 60 .700 .090Pair 5
5POSTCAM 3.57 60 .621 .080
6camel 2.92 60 .944 .122Pair 6
6POSTCAM 3.30 60 .889 .115
7camel 2.98 60 .854 .110Pair 7
7POSTCAM 2.65 60 .755 .097
8camel 3.07 60 .989 .128Pair 8
8POSTCAM 2.42 60 .809 .104
9camel 2.67 60 .877 .113Pair 9
9POSTCAM 3.15 60 1.273 .164
10camel 3.10 60 .933 .120Pair 10
10POSTCAM 2.58 60 .869 .112
Paired Samples Correlations
N Correlation Sig.
Pair 1 1camel & 1POSTCAM 60 .679 .000
Pair 2 2camel & 2POSTCAM 60 .603 .000
Pair 3 3camel & 3POSTCAM 60 .611 .000
Pair 4 4camel & 4POSTCAM 60 .586 .000
Pair 5 5camel & 5POSTCAM 60 .603 .000
Pair 6 6camel & 6POSTCAM 60 .717 .000
Pair 7 7camel & 7POSTCAM 60 .412 .001
Pair 8 8camel & 8POSTCAM 60 .007 .957
Pair 9 9camel & 9POSTCAM 60 .516 .000
Pair 10 10camel & 10POSTCAM 60 .031 .812
Paired Samples Test
Paired Differences t df
Sig.
(2-tailed)
Mean
Std.
Deviation
Std. Error
Mean
95% Confidence Interval of
the Difference
Lower Upper
Pair 1 1camel - 1POSTCAM -.233 .647 .084 -.401 -.066 -2.791 59 .007
Pair 2 2camel - 2POSTCAM -.383 .761 .098 -.580 -.187 -3.901 59 .000
Pair 3 3camel - 3POSTCAM -.417 .619 .080 -.576 -.257 -5.217 59 .000
Pair 4 4camel - 4POSTCAM -.550 .769 .099 -.749 -.351 -5.543 59 .000
Pair 5 5camel - 5POSTCAM -.433 .593 .077 -.586 -.280 -5.662 59 .000
Pair 6 6camel - 6POSTCAM -.383 .691 .089 -.562 -.205 -4.296 59 .000
Pair 7 7camel - 7POSTCAM .333 .877 .113 .107 .560 2.946 59 .005
Pair 8 8camel - 8POSTCAM .650 1.273 .164 .321 .979 3.954 59 .000
Pair 9 9camel - 9POSTCAM -.483 1.112 .144 -.771 -.196 -3.366 59 .001
Pair 10 10camel - 10POSTCAM .517 1.255 .162 .192 .841 3.188 59 .002
50
APPENDIX 4.4 Paired Samples Statistics
Mean N Std. Deviation Std. Error Mean
1vodka 3.02 60 .833 .108Pair 1
1POSTVOD 3.30 60 .809 .104
2vodka 2.98 60 .833 .108Pair 2
2POSTVOD 3.25 60 .816 .105
3vodka 3.05 60 .852 .110Pair 3
3POSTVOD 3.27 60 .841 .109
4vodka 2.90 59 1.012 .132Pair 4
4POSTVOD 3.14 59 .973 .127
5vodka 2.92 60 .671 .087Pair 5
5POSTVOD 3.05 60 .622 .080
6vodka 3.20 60 .898 .116Pair 6
6POSTVOD 3.28 60 .825 .107
7vodka 3.00 60 .823 .106Pair 7
7POSTVOD 2.72 60 .761 .098
8vodka 2.67 60 .655 .085Pair 8
8POSTVOD 3.05 60 .769 .099
9vodka 2.83 60 .763 .098Pair 9
9POSTVOD 3.28 60 .885 .114
10vodka 2.90 60 .796 .103Pair 10
10POSTVOD 3.55 60 .675 .087
Paired Samples Correlations
N Correlation Sig.
Pair 1 1vodka & 1POSTVOD 60 .772 .000
Pair 2 2vodka & 2POSTVOD 60 .679 .000
Pair 3 3vodka & 3POSTVOD 60 .761 .000
Pair 4 4vodka & 4POSTVOD 59 .820 .000
Pair 5 5vodka & 5POSTVOD 60 .700 .000
Pair 6 6vodka & 6POSTVOD 60 .745 .000
Pair 7 7vodka & 7POSTVOD 60 .081 .538
Pair 8 8vodka & 8POSTVOD 60 .269 .038
Pair 9 9vodka & 9POSTVOD 60 .046 .727
Pair 10 10vodka & 10POSTVOD 60 -.211 .105
Paired Samples Test
Paired Differences t df
Sig.
(2-tailed)
Mean
Std.
Deviation
Std. Error
Mean
95% Confidence Interval of
the Difference
Lower Upper
Pair 1 1vodka - 1POSTVOD -.283 .555 .072 -.427 -.140 -3.953 59 .000
Pair 2 2vodka - 2POSTVOD -.267 .660 .085 -.437 -.096 -3.128 59 .003
Pair 3 3vodka - 3POSTVOD -.217 .585 .076 -.368 -.066 -2.869 59 .006
Pair 4 4vodka - 4POSTVOD -.237 .597 .078 -.393 -.082 -3.053 58 .003
Pair 5 5vodka - 5POSTVOD -.133 .503 .065 -.263 -.003 -2.053 59 .045
Pair 6 6vodka - 6POSTVOD -.083 .619 .080 -.243 .076 -1.043 59 .301
Pair 7 7vodka - 7POSTVOD .283 1.075 .139 .006 .561 2.042 59 .046
Pair 8 8vodka - 8POSTVOD -.383 .865 .112 -.607 -.160 -3.431 59 .001
Pair 9 9vodka - 9POSTVOD -.450 1.141 .147 -.745 -.155 -3.054 59 .003
Pair 10 10vodka - 10POSTVOD -.650 1.147 .148 -.946 -.354 -4.389 59 .000
51
APPENDIX 4.5 Paired Samples Statistics
Mean N Std. Deviation Std. Error Mean
1mar 2.88 60 .865 .112Pair 1
1POSTMAR 2.87 60 .873 .113
2mar 3.00 60 .991 .128Pair 2
2POSTMAR 3.17 60 .977 .126
3mar 2.93 60 .634 .082Pair 3
3POSTMAR 3.03 60 .663 .086
4mar 3.00 60 .974 .126Pair 4
4POSTMAR 3.08 60 .869 .112
5mar 3.05 60 .811 .105Pair 5
5POSTMAR 3.08 60 .766 .099
6mar 2.97 60 .901 .116Pair 6
6POSTMAR 3.10 60 .986 .127
7mar 2.93 60 .880 .114Pair 7
7POSTMAR 2.43 60 .673 .087
8mar 2.88 60 .922 .119Pair 8
8POSTMAR 3.28 60 .825 .107
9mar 3.00 60 1.150 .148Pair 9
9POSTMAR 2.48 60 .748 .097
10mar 2.88 60 1.136 .147Pair 10
10POSTMAR 2.63 60 1.089 .141
Paired Samples Correlations
N Correlation Sig.
Pair 1 1mar & 1POSTMAR 60 .405 .001
Pair 2 2mar & 2POSTMAR 60 .525 .000
Pair 3 3mar & 3POSTMAR 60 .207 .113
Pair 4 4mar & 4POSTMAR 60 .480 .000
Pair 5 5mar & 5POSTMAR 60 .512 .000
Pair 6 6mar & 6POSTMAR 60 .366 .004
Pair 7 7mar & 7POSTMAR 60 .050 .707
Pair 8 8mar & 8POSTMAR 60 -.045 .733
Pair 9 9mar & 9POSTMAR 60 -.020 .881
Pair 10 10mar & 10POSTMAR 60 .664 .000
Paired Samples Test
Paired Differences t df
Sig.
(2-tailed)
Mean
Std.
Deviation
Std. Error
Mean
95% Confidence Interval of
the Difference
Lower Upper
Pair 1 1mar - 1POSTMAR .017 .948 .122 -.228 .261 .136 59 .892
Pair 2 2mar - 2POSTMAR -.167 .960 .124 -.415 .081 -1.345 59 .184
Pair 3 3mar - 3POSTMAR -.100 .817 .105 -.311 .111 -.948 59 .347
Pair 4 4mar - 4POSTMAR -.083 .944 .122 -.327 .161 -.684 59 .497
Pair 5 5mar - 5POSTMAR -.033 .780 .101 -.235 .168 -.331 59 .742
Pair 6 6mar - 6POSTMAR -.133 1.065 .138 -.408 .142 -.970 59 .336
Pair 7 7mar - 7POSTMAR .500 1.081 .140 .221 .779 3.581 59 .001
Pair 8 8mar - 8POSTMAR -.400 1.265 .163 -.727 -.073 -2.449 59 .017
Pair 9 9mar - 9POSTMAR .517 1.384 .179 .159 .874 2.892 59 .005
Pair 10 10mar - 10POSTMAR .250 .914 .118 .014 .486 2.120 59 .038