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Cognitive Editing and Childhood Vaccination
Jessica Hample
Jenna Dunlap
Paper presented to the annual meeting of the National Communication Association, Washington
DC, November 2013
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Abstract
Research into cognitive editing of persuasive arguments has revealed that individuals
pursue multiple goals in persuasive situations. Prior research has also revealed that an
individual’s cognitive editing choices are influenced by personality variables and vary
along with the persuasive situation. This study adds to prior research by systematically
investigating the effects of two personality variables (argumentativeness and verbal
aggressiveness), two situational variables (relational intimacy and perceived power) and
individuals’ prior attitudes about childhood vaccination on their cognitive editing
choices. The results show that the personality variables significantly correlated with
individuals’ use of the harm-to-other and harm-to-relationship criteria and had interaction
effects on other criteria. Relational intimacy was significantly and positively correlated
with respondents’ use of the harm-to-other and harm-to-relationship criteria while
perceived power did not significantly correlate with any cognitive editing standards.
However, both relational intimacy and perceived power showed interaction effects on
individuals’ use of editing criteria. Vaccine attitudes correlated positively with total
number of endorsements and negatively with use of the “this is false” editing criterion.
Vaccine attitudes also demonstrated interaction effects with other variables.
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Researchers have long been interested in why people make certain arguments while
rejecting others. When individuals are in communicative situations, they often have to decide
which of many possible message strategies to use and which would be the most persuasive.
Cognitive editing is the process that individuals privately use in order to select between those
strategies. Research on this topic has identified seven different types of criteria for rejecting
strategies, categorized into efficacy, principled grounds, person-centered objections, and
discourse competence concerns (Hample, 2000).
Much of the literature on this topic involves situations that do not elicit significant
emotional responses. For this study, the topic of childhood vaccination was chosen in order to
further our understanding of cognitive editing by investigating the process in a more highly
emotionally charged situation. Individuals’ attitudes surrounding this topic can vary widely
among a population and many individuals at either extreme experience strong emotional
investment in the topic. Another area that has been understudied in prior research has been the
effects of the situation on cognitive editing. This study attempts to add to our understanding of
the situation’s effects by systematically varying two situational variables—relational intimacy
and perceived power.
Cognitive Editing
For many years now, researchers have been looking at how and why individuals make
certain arguments and why they refuse to use certain other arguments (Hample & Dallinger,
1985). When in a persuasive situation, individuals are faced with many different choices of
message strategies to use. While there will be a few strategies chosen, many of these will be
discarded. Cognitive editing can be thought of as how individuals privately process these
persuasive message strategies. Hample and Dallinger investigated the phenomenon of cognitive
editing by developing a research instrument that presents participants with multiple possible
compliance gaining strategies drawn from Marwell and Schmitt‘s (1967) typology and asks
participants to indicate whether they would or would not use each strategy. If the participant
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indicated that they would not use the strategy, they were asked to indicate why they would not
use it. Using this methodology, Hample and Dallinger were able to determine that individuals
consider multiple goals to be relevant while crafting compliance gaining messages. According to
Hample and Dallinger (1992), “these grounds, or editing criteria, represent the person’s
interactional goals and standards” (p. 109).
Many individuals have multiple goals when going into communication situations. There
has been a lot of research that looks at the use of multiple goals in interpersonal situations. One
theory that ties into this topic is politeness. Brown and Levinson’s (1987) theory of politeness
explains that individuals consider two different types of face: positive face and negative face.
According to Holtgraves (2002) negative face is “the desire for autonomy” and positive face is
“the desire for connection with others” (p.39). According to Hample and Dallinger’s (1992)
article, work by Clark and Delia (1979) claims that individuals will have instrumental, relational,
and identity objectives while interacting with individuals. Maintaining these multiple goals is
very important when choosing rejection strategies, especially when dealing with a personal
relationship.
As one would suspect, there are several different criteria for rejecting an argument.
Hample and Dallinger came up seven such criteria. These choices are: that it won’t work, that it
is too negative to use, that it would damage one’s own self image, that it would harm the other
person, that it would injure the relationship between producer and target, that it would be false, or
that it would be irrelevant (Hample, 2000). From these seven different options, much of the
literature has divided them up into four classes of criteria: effectiveness, principled grounds,
person centered, and discourse competence (Hample & Dallinger, 1986; Hample & Dallinger,
1987; Hample & Dallinger, 1992).
Effectiveness can be broken down into two different categories. If an argument is
rejected due to effectiveness, it is perceived that the argument won’t work or that it could backfire
(Hample, 2000). While each study varies in the relative percentage of each type of rejection,
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Hample and Dallinger’s (1987) article found that effectiveness resulted in 5 to 10 percent of
rejections in their previous research. The next criterion is principled grounds. This is also stated
as principled objections in some of the research (Hample and Dallinger, 1986). In this case,
people rejected messages that are seen to be too negative to use, such as threats or bribes. In
Hample and Dallinger’s (1987) article they concluded that this type of rejection was used 20
percent of the time in their first study and 10 percent of the time in their second.
The third type of rejection is person-centered. This can be broken down into three
different criteria. The first is that the response could hurt the image of the person giving the
response. In this rejection, people are concerned about maintaining their positive face. The
second reason is that the response could damage the other person or hurt their feelings. The last
reason is that the response could hurt the relationship. Hample and Dallinger (1992) have found
that participants are unable to clearly distinguish between harm-to-other and the harm-to-
relationship criteria for rejection. As a result, Hample and Dallinger have not been able to identify
predictors for the harm-to-relationship criterion. They speculate that study participants use the
harm-to-other criterion in place of the harm-to-relationship criterion due to the former’s more
concrete nature (Hample & Dallinger, 1992).
The fourth and last type of rejection is discourse competence. Individuals who choose to
reject these messages do so because they see them as being false or irrelevant. Person-centered
and discourse competence have been the rejection types that are most often used in many of the
studies on cognitive editing (Hample & Dallinger, 1986; Hample & Dallinger 1987; Hample &
Dallinger, 1992). Due to past findings that person-centered and discourse competence criteria
are the most commonly used criteria for rejection of a message, the following hypothesis is
proposed:
HYPOTHESIS 1: Person-centered and discourse competence criteria will be the most
common reasons to reject a message.
Individual Difference Variables
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Argumentativeness
As one would suspect, individuals utilize different criteria for endorsing or rejecting
messages. Work by Hample (1986) suggests that individual differences such as
argumentativeness, verbal aggression, interpersonal orientation, and gender could have an impact
on the way individuals select certain arguments. Argumentativeness and verbal aggressiveness
have been investigated in relationship to cognitive editing using Infante and Rancer’s (1982) and
Infante and Wigley III (1986) scales.
Infante and Rancer (1982) conceptualized argumentativeness as “a generally stable trait
which predisposes the individual in communication situations to advocate positions on
controversial issues and to attack verbally the positions which other people take on these issues”
(p.72). Argumentativeness is best summed up by Hample and Dallinger’s (1986) article as
“willingness to argue” (p.4). According to Hample and Dallinger’s (1986) article, which
summarized research on argumentativeness, people high in argumentativeness “plan to give more
arguments in a given situation, seem more verbose, are considered to have more skill at arguing,
are perceived as relatively inflexible, but are less easily provoked, no more or less satisfied with
interpersonal relationships, and no more or less verbally aggressive” (p.5). As a result, Hample
and Dallinger (1986) tested and were able to support the hypotheses that individuals high in
argumentativeness would endorse more arguments and make more use of the person-centered
cognitive editing criteria. Therefore, the following hypotheses are proposed:
HYPOTHESIS 2a: High argumentative individuals will endorse more arguments than
low argumentative individuals.
HYPOTHESIS 2b: High argumentative individuals will use person centered criteria less
often than low argumentative individuals.
Verbal Aggression
Verbal aggression is different from argumentativeness in that the individual is attacking
another person’s self-concept. Verbally aggressive individuals typically display aggression in
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order to feel better about themselves (Infante & Wigley III, 1986). According to Hample and
Dallinger (1986) verbally aggressive individuals are less likely to use editing criteria related to
the welfare of others than their non-aggressive counterparts. Since these individuals seem to have
little concern-for-other, it would make sense that they would be less likely to use person-centered
messages than non-verbally aggressive individuals. Hample and Dallinger’s (1986) research
found that individuals who had little concern for others tended to use effectiveness as their
primary criterion for rejection. They also found that high verbally aggressive individuals
endorsed more arguments, used the effectiveness criterion more often, and used person-centered
criteria less often than low verbally aggressive individuals (Hample & Dallinger, 1986).
Therefore the following hypotheses are proposed:
HYPOTHESIS 3a: High verbally aggressive individuals will endorse more arguments
than low verbally aggressive individuals.
HYPOTHESIS 3b: High verbally aggressive individuals will reject messages due to
effectiveness criteria more often than low verbally aggressive individuals.
HYPOTHESIS 3c: High verbally aggressive individuals will reject messages due to
person-centered criterion less often than low verbally aggressive individuals.
Attitudes Toward Vaccination
Previous cognitive editing studies have focused on situation prompts that were unlikely to
elicit significant controversy, such as asking a friend to start jogging with you. However, many
compliance gaining situations deal with topics that reflect a wider range of attitudes in the general
population. One such topic is that of childhood vaccination. While distrust of vaccination began
with the first mandatory vaccination laws (Sharpe & Wolfe, 2002), such distrust has experienced
a resurgence in recent years. Controversies over the safety of childhood vaccination gained
renewed focus from the media following the 1998 study by Andrew Wakefield, et al.
Wakefield’s study suggested a possible connection between the combined measles, mumps, and
rubella (MMR) vaccine and the onset of autism. While the conclusions of that study have since
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been retracted by eleven of Wakefield’s twelve coauthors (Murch, et al., 2004) and by the
medical journal in which the study was published (The Editors of the Lancet, 2010), some parents
retain fears about the safety of the MMR and other vaccines.
Because previous research on cognitive editing has not investigated the effects of
controversial situations, there has not been an opportunity to examine the effects of individuals’
prior attitudes on their editing criteria. The childhood vaccination controversy provides a useful
opportunity to examine such effects due to the variation of vaccination-related beliefs and
attitudes in the population. It is likely that the strength of a person’s belief in the safety of
childhood vaccination will have a significant effect on their cognitive editing choices when asked
to endorse or reject vaccine-positive persuasive messages. Specifically, it is believed that
individuals who believe strongly in the safety of vaccination are likely to be more wary of the
negative consequences of not persuading the woman and will therefore be more willing to use
more persuasive strategies overall.
HYPOTHESIS 4a: Individuals who hold positive attitudes towards vaccination will
endorse more messages than individuals who hold negative attitudes towards vaccination.
Similarly, it is assumed that individuals who are more convinced of the safety of vaccines will
assign more importance to achieving the desired outcome and will therefore be more attuned to
the efficacy of possible arguments.
HYPOTHESIS 4b: Individuals who hold positive attitudes towards vaccination will
reject messages for effectiveness more often than individuals who hold negative attitudes
towards vaccination
It is also hypothesized that pro-vaccination individuals will be less invested in adhering to
principles regarding negative persuasive techniques and in appearing to be competent
communicators than individuals who are less convinced of the safety of vaccination and, thus, the
severity of the negative effects of not persuading the message target.
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HYPOTHESIS 4c: Individuals who hold positive attitudes towards vaccination will use
principled objection criteria less often than individuals who hold negative attitudes
towards vaccination.
HYPOTHESIS 4d: Individuals who hold positive attitudes towards vaccination will use
discourse competence criteria less often than individuals who hold negative attitudes
towards vaccination.
Finally, the scenario concerning vaccine safety is likely to present a wider range of attitudes in
the population than previous cognitive editing scenarios have demonstrated. Therefore, the
following research question is proposed:
Research Question 1: Will vaccine attitudes interact with any other individual or
situational variable to effect individuals’ use of cognitive editing criteria?
Situational Variables
The situation is something that seems to be of particular importance and seems to have an
impact on the criteria for rejection that individuals deem relevant. Many cognitive editing studies
have identified differences between the various situation prompts (e.g., Hample & Dallinger,
1985; Hample & Dallinger, 1986; Hample & Dallinger, 1987; Hample & Dallinger, 1992).
Despite these findings, no one has attempted to systematically vary situationally relevant criteria
in a cognitive editing study. This study attempts to systematically vary the relational intimacy
between the participant and the target of persuasion as well as the perceived power that the target
of persuasion has over her child.
It is assumed that participants who feel that they have a close friendship with the target of
persuasion are likely to be more interested in her face concerns. Therefore, they are more likely
than individuals who do not feel close to the target to reject messages that they feel will threaten
her face.
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HYPOTHESIS 5a: Participants who perceive a close relationship with the target of
persuasion are more likely than participants who perceive little relationship to the target
to reject messages based on person-centered criteria.
It is also hypothesized that participants who feel closer to the target will assign more importance
to the principled objections criterion; namely, that they not use threats, bribes, or other persuasive
techniques that are “too negative.”
HYPOTHESIS 5b: Participants who perceive a close relationship with the target of
persuasion are more likely than participants who perceive little relationship to the target
to reject messages based on principled objections.
It also seems likely that individual’s communication goals in persuasive contexts will be affected
by their perception of the importance of the desired outcome. If, for instance, a person thinks that
taking an exercise class with a friend will significantly improve the quality of life for both
individuals, that person is likely to be more invested in the persuasive goal and likely to use more
persuasive strategies than a person who merely thinks that the class would be a fun way to spend
an afternoon. Similarly, it is assumed that individuals who believe that a woman questioning
vaccination has the sole power to make healthcare decisions for her son are likely to be more
invested in persuading her to change her mind than will be individuals who believe that the
woman has little power to make her son’s healthcare decisions. It is therefore hypothesized that
individuals who perceive that the woman has high power will be likely to use more persuasive
strategies than those who perceive that she has little power.
HYPOTHESIS 6a: Participants who perceive that the target has significant power over
the child will be more likely than participants who perceive that the target has little power
over the child to endorse messages.
It is also believed that individuals who perceive high power will be more invested in persuading
the woman to change her mind than individuals who do not believe that she has much power.
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HYPOTHESIS 6b: Participants who perceive that the target has significant power over
the child will be more likely than participants who perceive that the target has little power
over the child will be more likely to reject messages based on the effectiveness criterion.
Finally, it is believed that individuals who believe that the woman has more power and therefore
that the consequences of her decisions are graver will be less interested in preserving their own
face or in adhering to principles proscribing excessive negativity.
HYPOTHESIS 6c: Participants who perceive that the target has significant power over
the child will be less likely than participants who perceive that the target has little power
over the child to reject messages based on the principled objections criterion.
Finally, given the importance of situation as identified in previous research, the final two research
questions are proposed concerning the effects of the manipulated situational variables:
Research Question 2: Will participants’ perceptions of relational intimacy with the target
of the persuasive messages interact with any other individual or situational variables to
effect individuals’ use of cognitive editing criteria?
Research Question 3: Will participants’ perceptions of the target’s power over the child
interact with any other individual or situational variables to effect individuals’ use of
cognitive editing criteria?
Method
Sample
Participants consisted of 239 undergraduate students enrolled in a mid-level Midwestern
university. The average reported age of participants was 20.6 and ranged from 17 to 46. The
sample was 54% male and was primarily made up of college juniors (n = 112), followed by
seniors (n = 50), sophomores (n = 42), and freshmen (n = 32). Four students did not report their
year in school, three did not report their sex, and 85 did not report their age.
Procedure
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Two-hundred and thirty-nine undergraduates were recruited from basic communication
courses. Participants were offered extra credit by their instructors for participating in the study.
The study design was a 2 (relational intimacy: high and low) x 2 (perceived power: high and
low) design. Participants were randomly assigned to one experimental condition.
Participants were told that research was being conducted into “what a person would or
would not say to a woman who had decided not to vaccinate her child.” They were instructed to
read the prompt and the explanation of the cognitive editing response codes on the first page.
They were also instructed, both orally and in writing, to choose only the single best answer from
the cognitive editing responses. Finally, participants were provided with a debriefing statement
thanking them for their participation and explaining the nature of the experimental design. They
were also given contact information for the investigators.
Each participant read a prompt stating that they were speaking to a woman named Teresa
with a 3 month-old son named David. The participants were told that the woman had said “I’m
really not sure that vaccines are safe. I don’t think that I’ll let David get any vaccinations. Good
nutrition and natural immunity are all that David needs.” Participants were briefed that they
“disagree with Teresa and think that her decision not to vaccinate will put David in danger.”
Independent Variables
Each participant was placed into one of four experimental conditions. Conditions one
and two represented high relational intimacy. In the high intimacy conditions, the prompt
scenario included the following sentence in bold text at the beginning of the prompt: “You are
speaking to your BEST FRIEND Teresa.” In the low relational intimacy condition (conditions
three and four), the bolded first line of the prompt read “You are speaking to a WOMAN YOU
HAVE JUST MET named Teresa.” A manipulation check consisting of two survey items
revealed that the experimental condition was successful, with a significant difference between the
means for perceived relational intimacy showing a significant difference between the high
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intimacy condition (M = 4.11, SD = 1.90) and low intimacy condition (M = 3.3, SD = 2.01), t(233
)= -3.236, p < .001.
Participants in conditions one and three were placed in the high perceived power
condition. These participants read the following sentence, in bold, at the end of the prompt:
“You know that Teresa is a SINGLE MOTHER who has COMPLETE CONTROL over David’s
healthcare decisions.” In the low perceived power condition (conditions two and four), the final
text of the prompt read: “You know that Teresa is DIVORCED and that David lives with his
father. Teresa does not have much interaction with her son and ex-husband. You believe that
Teresa has LITTLE TO NO CONTROL over David’s healthcare decisions.” A manipulation
check consisting of two survey items revealed a successful manipulation, with the high power
condition showing a significantly higher average perceived power (M = 6.03, SD = 1.38) than the
low power condition (M = 3.48, SD = 1.88), t(235) = -11.909, p < .001.
Each participant was also asked to complete the argumentativeness scale developed by
Infante and Rancer (1982) and the verbal aggressiveness scale developed by Infante and Wigley
III (1986). Finally, each participant completed a short scale designed to assess their pre-existing
attitudes towards vaccination. The original six-item scale had a Cronbach’s alpha of .70, but the
deletion of one item raised the value to .78. The resulting measure for vaccine attitudes ranged
from 1.8 (vaccine-critical) to 7.0 (vaccine-positive) on a 7-item scale (M = 5.24, SD = 1.09; See
Figure 1).
Dependent Variables
The dependent variable methodology was taken from Hample and Dallinger’s research
into cognitive editing. Three variations of each of Marwell and Schmitt’s (1967) typology of 16
compliance-seeking strategies were written. Participants were asked to indicate for each of the 48
strategies either that they would use the strategy or the reason that best represents why they would
not use the strategy. The possible reasons for rejection included efficacy (“This would not
work”), principled objections (“This is too negative to use”), three person-centered reasons (“I
13
must treat myself positively”, “I must treat the other positively”, and “I must treat our relationship
positively”), two discourse-competence reasons (“This is false” and “This is irrelevant”) and an
“Other” category.
Results
Hypotheses
As can be seen in Figure 1, the first hypothesis was not supported. In fact, the most
common reasons to reject a message were efficacy (M = 7.81, SD = 7.6) and principled objections
(M = 6.72, SD = 4.91).
In order to test Hypothesis 2a, a correlation between argumentativeness and total number
of endorsements was conducted. The results were not significant, r(234) = .071, p > .276. In
order to test Hypothesis 2b, a correlation between argumentativeness and total number of person-
centered criteria uses was conducted. The result was significant and negative, r(234) = -.136, p =
.037. Of the three person-centered criteria, argumentativeness was only significantly correlated
with the harm-to-other criterion, r(234) = -.184, p = .005. Thus, hypothesis 2b was supported.
A correlation between verbal aggressiveness and total endorsements was run to test
Hypothesis 3a. The correlation was not significant, r(235) = .09, p = .168. In order to test
Hypothesis 3b, a correlation was run between verbal aggressiveness and total use of the
effectiveness criteria. This correlation was also not significant, r(235) = .104, p = .112.
Hypotheses 3a and 3b were not supported. Hypothesis 3c was examined through a correlation
between verbal aggressiveness and total use of person-centered criteria. This correlation was
significant and negative, r(235) = -.175, p = .007. Of the three person-centered criteria, two were
significantly correlated with verbal aggressiveness. The harm-to-other criterion was significantly
and negatively correlated with verbal aggressiveness, r(235) = -.188, p = .004. The harm-to-
relationship criterion was also significantly and negatively correlated with verbal aggressiveness,
r(235) = -.203, p = .002. Thus, Hypothesis 3c was supported.
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The fourth set of hypotheses concerned vaccine attitudes. In order to test Hypothesis 4a,
vaccine attitude was correlated with total endorsements. The correlation was significant and
positive, r(236) = .278, p < .001. Hypothesis 4a was supported. In order to test Hypothesis 4b, a
correlation was run between vaccine attitude and total use of the effectiveness criterion for
rejection. The correlation was not significant, r(236) = .039, p = .549. Hypothesis 4c concerned
the relationship between vaccine attitudes and use of the principled objection criterion. The
correlation was not significant, r(236) = .004, p = .955. Hypotheses 4b and 4c were not
supported. Finally, Hypothesis 4d was tested by correlating vaccine attitudes and use of
discourse competence criteria. The overall correlation was significant and negative, r(236) = -
.217, p = .001. Of the two discourse-competence criteria, only the “this is false” criterion was
significant, r(236) = -.262, p < .001. Hypothesis 4d was supported.
Hypotheses 5a and 5b concerned the relational intimacy variable. In order to test
Hypothesis 5a, relational intimacy was correlated with overall use of the person-centered criteria
for rejection. The correlation was significant and positive, r(233) = .225, p = .001. Of the three
person-centered criteria, both harm-to-other, r(233) = .169, p = .009, and harm-to-relationship,
r(233) = .195, p = .003, were significantly and positively correlated with relational intimacy.
Relational intimacy and use of the principled objections criterion were correlated in order to test
Hypothesis 5b. The correlation was significant and positive, r(233) = .176, p = .007. Both
Hypotheses 5a and 5b were supported.
The final set of hypotheses concerned the effects of the perceived power of the woman
over her son’s healthcare decisions. Hypothesis 6a was tested by correlating perceived power and
total number of endorsed messages. The correlation was not significant, r(235) = -.026, p = .687.
Hypothesis 6b was tested by correlating perceived power and use of the effectiveness criterion.
This correlation was also not significant, r(235) = -.108, p = .096. Hypothesis 6c was tested with
a correlation between perceived power and use of the principled objections criterion. This
15
correlation was not significant, r(235) = .000, p = .995. Thus, Hypotheses 6a, 6b, and 6c were
not supported.
Research Questions
The research questions concerned the possibility of interaction effects between individual
or situational variables. In order to answer the research questions, the measures for vaccine
attitude, relational intimacy, perceived power, argumentativeness, and verbal aggressiveness were
mean centered in order to reduce multicolinearity between the variables when constructing the
product term. Multiple regressions were then conducted on the mean centered variables.
Research Question 1
Research Question 1 concerned possible interactions between vaccine attitudes and any
other variables. The regressions showed a number of significant interaction effects between
vaccine attitude and other variables on the “this is false” criterion. There was a significant
interaction effect between vaccine attitude (VaxAtt) and relational intimacy (RelInt) on the use of
the “This is false” discourse-competence criterion, such that “this is false” = 6.02 -1.39 VaxAtt -
.33 RelInt + .46(VaxAtt x RelInt). The entire model is significant (R =.34, p < .001 ). The
model shows a non-significant main effect for relational intimacy (p = .072) and a significant
main effect for vaccine attitudes at p < .001, such that individuals who demonstrated more
negative than average vaccine attitudes were more likely to use the “false” criterion (M = 7.2, SD
= .53) than were individuals who demonstrated more positive than average vaccine attitudes (M =
4.9, SD = .56). The interaction effect was also significant (p = .005) such that individuals
displaying more-positive-than-average vaccine attitudes were unlikely to use the “false” criterion
when they perceived little relational intimacy (M = 4.7, SD = .85) and slightly more likely to use
the criterion when they perceive higher intimacy (M = 5.1, SD = .72), whereas individuals who
display less-positive-than-average vaccine attitudes were significantly more likely to use the
“false” criterion when they perceived little relational intimacy (M =8.3 , SD = .77) but much less
likely to use when they did perceive relational intimacy (M = 6.0, SD = .72) (see Figure 2).
16
There was also a significant interaction effect between vaccine attitude and
argumentativeness (Argu) on the “False” criterion. The overall model, “False” = 6.02 – 1.32
VaxAtt + .53 Argu - .57 (VaxAtt x Argu), was significant (R = .32, p < .001). While the main
effect for argumentativeness was not significant (p = .069), the main effect for vaccine attitude (p
< .001) and the interaction effect (p = .016) were both significant. Individuals who demonstrated
more negative than average vaccine attitudes were more likely to use the “false” criterion (M =
7.1, SD = .54) than were individuals who demonstrated more positive than average vaccine
attitudes (M =4.9 , SD = .55). Individuals who demonstrate below average vaccine attitudes
showed more difference in use of the “false” criterion between below average argumentativeness
(M =6.9 , SD = .73) and above average argumentativeness (M = 7.3, SD = .79) than did
individuals reporting above average vaccine attitudes (Low Argu: M = 4.8, SD = .77; High Argu:
M = 5.1, SD = .77) (see Figure 3).
There was a significant interaction effect between vaccine attitude and verbal
aggressiveness (VerbAgg) on the “False” criterion. The overall model, “False” = 5.92 – 1.33
VaxAtt + .10 VerbAgg - .60 (VaxAtt x VerbAgg), was significant (R = .30, p < .001). The main
effect for verbal aggressiveness was not significant (p = .74) while the main effect for vaccine
attitude was (p < .001) such that individuals who demonstrated more negative than average
vaccine attitudes were more likely to use the “false” criterion (M = 7.0, SD = .54) than were
individuals who demonstrated more positive than average vaccine attitudes (M = 4.9, SD = .55).
The interaction effect was significant at p = .028, such that participants with below average
vaccine attitudes were less likely to use the “false” criterion when they also displayed lower-than-
average verbal aggressiveness (M =6.9 , SD = .80) than when the displayed higher-than-average
verbal aggressiveness (M = 7.1, SD = .72); whereas, participants with above average vaccine
attitudes were more likely to use the “false” criterion when they displayed lower-than-average
verbal aggressiveness (M = 5.1, SD = .76) than when they displayed higher-than-average verbal
aggressiveness (M = 4.8, SD = .78) (see Figure 4).
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Research Question 2
The second research question concerned interaction effects involving relational intimacy.
In addition to the interaction between relational intimacy and vaccine attitudes on respondents’
use of the “false” criterion, relational intimacy showed interaction effects on a number of other
cognitive editing criteria. First, there was a significant interaction effect between relational
intimacy and perceived power (PPower) on the use of the efficacy criterion. The overall model,
Efficacy = 7.74 – 051 RelInt - .40 PPower + .23 (RelInt x PPower), was significant (R = .20, p =
.022). The main effect for perceived power was not significant (p = .09) while the main effect for
relational intimacy was significant (p = .04) such that individuals who perceived lower-than-
average relational intimacy were more likely to use the efficacy criterion (M = 9.1, SD = .74) than
were individuals who perceived higher than average relational intimacy (M = 6.9, SD = .66). The
interaction effect was significant (p = .05) such that individuals perceiving below average
relational intimacy were much more likely to use the efficacy criterion if they perceived that their
message target had little power (M = 10.8, SD = 1.12) than if they perceived that the message
target had more power (M = 7.4, SD = .98). However, individuals who perceived above average
relational intimacy showed less difference in use of the efficacy criterion, using it only slightly
more with message targets perceived to have little power (M = 7.1, SD = .95) than with those
perceived to have high power (M = 6.7, SD = .90) (see Figure 5).
Relational intimacy and perceived power also showed a significant interaction effect on
the use of the harm-to-relationship criterion. The overall model, Harm-to-Relationship = 3.98 +
.32 RelInt + .09 PPower + .12 (RelInt x PPower), is significant (R = .25, p = .002). The main
effect for perceived power is again not significant (p = .40) while the main effect for relational
intimacy was significant (p = .008) such that individuals who perceived lower than average
relational intimacy were less likely to use the harm-to-relationship criterion (M = 3.4, SD = .36)
than were individuals who perceived higher-than-average relational intimacy (M = 4.4, SD = .32).
The interaction effect was significant (p = .03) such that individuals who perceive lower than
18
average relational intimacy showed little difference in their use of the harm-to-relationship
criterion between message target’s high (M = 3.5, SD = .47) and low perceived power (M = 3.4,
SD = .54) conditions. However, individuals who perceived higher-than-average relational
intimacy with the message target were much more likely to use the harm-to-relationship criterion
when they perceived that the message target had high power (M = 5.0, SD = .44) than when they
perceived that she had low power (M = 3.8, SD = .46) (see Figure 6).
Finally, a significant interaction effect was also found between relational intimacy and
argumentativeness on the use of the principled objections criterion. The overall model,
Principled Objections = 6.8 + .47 RelInt + .09 Argu + .32 (RelInt x Argu), was significant (R =
.26, p = .001). The main effect for argumentativeness was not significant (p = .71), but the main
effect for relational intimacy was significant (p = .004) such that individuals who perceived
lower-than-average relational intimacy were less likely to use the principled objection criterion
(M = 5.6, SD = .48) than were individuals who perceived higher-than-average relational intimacy
(M =7.6, SD = .42). The interaction effect was also significant (p = .006) such that individuals
who perceived less than average relational intimacy were more likely to use principled objections
when they were less argumentative than average (M = 5.7, SD = .67) than when they were more
argumentative than average (M =5.5 , SD = .68). However, individuals who perceived higher-
than-average relational intimacy were less likely to use principled objections if they were less
argumentative (M =7.3 , SD = .58) than if they were more argumentative (M = 7.8, SD = .62) (see
Figure 7).
Research Question 3
The final research question concerned the possible interaction effects between perceived
power and other variables on cognitive editing. In addition to interactions with perceived
relational intimacy, there was a significant interaction effect between perceived power and
aggressiveness on two cognitive editing criteria. First, a significant interaction between
perceived power and verbal aggressiveness appeared with the efficacy criterion. The overall
19
model, Efficacy = 7.78 - .43 PPower + .75 VerbAgg - .44 (PPower x VerbAgg), was significant
(R = .21, p = .02). The main effects for perceived power (p = .07) and verbal aggressiveness (p =
.06) were not significant, but the interaction effect between perceived power and verbal
aggressiveness was significant (p = .028). Individuals who demonstrated less-than-average
verbal aggressiveness were not likely to use the efficacy criterion regardless of the amount of
power that the message target was perceived to have over her son (high: M = 6.5, SD = .92; low:
M = 6.7, SD = 1.1), while individuals who demonstrated above average verbal aggressiveness
were much more likely to reject messages due to efficacy if they perceived that the message
target had little power over her child (M = 10.1, SD = .96) than if they perceived her to have more
power over her son (M =7.6 , SD = .95) (see Figure 8).
Finally, perceived power and verbal aggressiveness had a significant interaction effect on
the use of the harm-to-self criterion. The overall model, Harm-to-Self = 1.20 - .05 PPower + .20
VerbAgg + .14 (PPower x VerbAgg), was significant (R = .21, p = .02). The main effects for
perceived power (p = .47) and verbal aggressiveness (p = .09) were not significant while the
interaction effect was significant (p = .02). Individuals who were less verbally aggressive than
average were more likely to use the harm-to-self criterion if they perceived that the message
target had little power over her son (M = 1.6, SD = .32) than if they perceived her to have more
power over her son (M = .4, SD = .26). On the other hand, individuals who demonstrated higher-
than-average verbal aggressiveness were less likely to use the harm-to-self criterion if they
perceived that the message source had little power over her son (M = 1.3, SD = .27) and more
likely to use the criterion if they perceived that she had more power over her son (M = 1.7, SD =
.27) (see Figure 9).
Discussion
The first hypotheses was drawn from Hample and Dallinger’s previous research into
cognitive editing and predicted that person-centered and discourse competence criteria would be
the most common reasons for rejecting a possible message. The fact that this hypothesis was not
20
supported (and that, in fact, person-centered and discourse competence criteria were the least
likely to be used) is of particular interest. In prior research, person-centered and discourse
competence criteria have been respondents’ most common reasons for rejecting a message,
indicating that the secondary goals of face threat management and appearing to be competent
communicators were more important to the respondents than the goals of achieving a desired
outcome or adhering to principles dictating the amount of negativity that is appropriate in
conversation. The discrepancy between previous research and the results of this study is most
likely due to the nature of the prompt scenario. In previous research, the prompt scenarios have
focused on a desired outcome (such as spending a vacation together) that is likely to be seen as
less important than that of making a safe healthcare decision for a young child. When presented
with a scenario in which the desired outcome is seen as important, achieving the desired outcome
(represented by use of the efficacy criterion) is likely to become more important to the
communicator.
The increased use of the principled grounds criterion is also likely due to the nature of the
prompt scenario. In previous research, the respondent was instructed to obtain some favor that
the message target would do for the respondent. However, in this scenario, the respondent is
asked to convince the message target to make a healthcare decision for the target’s child. It is
likely that participants did not feel that they had the same right to make this request as they would
have to make a request that only affected the message target and the respondent. This is
supported by the finding that the use of principled objection and perceived relational intimacy
(Hypothesis 4b) are positively correlated. That is, the closer the relationship with the message
target, the more important it was to the respondent not to say anything too negative. Perhaps
respondents who did not feel as close to the message target were less worried about interjecting
into the woman’s parenting decisions. Overall, the lack of support for Hypothesis 1 provides
evidence that people’s cognitive editing choices (and, thus, the goals that they consider important
in a conversation) vary greatly depending on the situation.
21
The second and third sets of hypotheses concerned the individual personality variables of
argumentativeness and verbal aggressiveness. Hypotheses 2a and 3a were not supported,
indicating that there is no significant correlation between the number of arguments endorsed and
either argumentativeness or verbal aggressiveness. The lack of support for Hypothesis 3b also
indicates that verbal aggressiveness is not significantly related to the use of the efficacy criterion.
The results of this study indicate that argumentativeness and verbal aggressiveness are primarily
correlated only with criteria concerning the other or the relationship, in that individuals high in
argumentativeness or verbal aggressiveness are less likely to use the harm-to-other criterion and
individuals high in verbal aggressiveness are also less likely to use the harm-to-relationship
criterion. This indicates that protecting the other person’s face is not a particularly important
secondary goal to individuals high in either area. It is interesting to note, however, that both
argumentativeness and verbal aggressiveness displayed significant interactions with other
variables on a number of cognitive editing criteria. Thus, argumentativeness and verbal
aggressiveness are not themselves predictive of the interaction goals that a person will consider
relevant in a given conversation, but they do influence the strength of the importance of other
variables.
The fourth set of hypotheses dealt with the predicted effects of vaccine attitudes on
individuals’ communication goals. As was alluded to earlier, this study presents a very different
scenario than prior cognitive research studies have. It is unlikely that there was significant
variation of relevant attitudes or beliefs in prior studies’ samples. One study asked respondents to
convince a friend to take up an exercise class with them. While the sample’s interest in actually
taking an exercise class may have varied, it is not likely that a significant proportion felt that they
were being asked to try to persuade a friend to do something unsafe. The use of the vaccination
scenario allows for a variety of possible attitudes towards the topic of conversation (see Figure 1).
Unlike argumentativeness and verbal aggressiveness, prior vaccine attitudes are
significantly correlated with the number of arguments endorsed (Hypothesis 4a). Specifically, the
22
more certain a person was of the safety of vaccination, the more arguments they were willing to
use. Conversely, the more unsure a person was of the safety of vaccination, the more often they
would reject a message for being false (Hypothesis 4d). Hypotheses 4b and 4c, however, were
not supported by the data. It appears that there is no relationship between vaccine attitudes and
the importance of achieving a desired goal or adhering to principle. The results from the first
hypothesis indicate that efficacy and principle are important to respondents regardless of their
prior attitudes towards the subject.
The results of the multiple regressions used to investigate Research Question 1 indicate
that prior attitudes do interact with argumentativeness and verbal aggressiveness to affect the use
of the “false” criterion. The prior vaccine attitudes variable also interacts with perceived
relational intimacy to affect use of the “false” criterion. It appears that, in addition to the
predicted main effect, the effect of prior attitudes can be altered by certain personality and
situational variables.
The fifth and sixth set of hypotheses concerned the effects of the manipulated situational
variables on individuals’ use of cognitive editing standards. Relational intimacy was shown to be
important in determining the various conversational goals that are made salient in a given
situation. Individuals who perceived higher relational intimacy were more likely to use both the
harm-to-other and the harm-to-relationship criteria. This indicates that the closer a person feels to
the target of persuasion, the more important concern for the other’s face becomes to them. The
regressions used to investigate Research Question 2 also indicate that relational intimacy interacts
with a number of other factors to affect the salience of certain communication goals.
Finally, Hypotheses 6a, 6b, and 6c concerned the importance of the power that
respondents felt that the woman had over her son’s healthcare decisions. It was expected that this
perception would be a significant factor in deciding which communication goals were most
salient to the respondents. However, the hypotheses were not supported. In fact, perceived
power was not significantly correlated with any of the cognitive editing criteria. It is unlikely,
23
then, that perceived power has any direct relationship with the importance of any particular
communication goal. However, the results of Research Question 3 did indicate that perceived
power interacts with both relational intimacy and verbal aggressiveness to affect the importance
of efficacy, with relational intimacy to affect the importance of protecting the relationship, and
with verbal aggressiveness to affect the importance of protecting one’s own face.
Overall, the results of this study support the findings of previous research that indicate
that the specifics of the communicative situation are important in deciding which communication
goals are most or least important. The reversing of the order of cognitive editing criteria usage in
this study is particularly interesting because it indicates that the order of secondary goals in a
conversation can be completely changed rather than just the relative importance of those goals.
In other words, it could not be concluded from previous research whether or not person-centered
and discourse competence concerns were always the most important conversational goals and that
only the relative importance, but not the order of importance, could change. The results of this
study demonstrate that people’s communication goals vary widely from one situation to the next.
Limitations and Further Research
Future research into individuals’ communication surrounding vaccine resistance also
needs to be conducted. Continuing research should attempt to move beyond the easily available
college-student sample. While the results of this study indicate a variety of prior vaccine attitudes
among college students, many other characteristics of this study’s sample are fairly homogenous.
The mean age of this sample was 20.6 years. While the investigators neglected to ask participants
whether they themselves had young children, it is not likely that many of them did. A replication
of this study design among young parents may produce different results, given the increased
importance of childhood vaccination to such a sample. Furthermore, by virtue of collecting data
from undergraduate classes, the sample is limited only to those individuals who have some
university education but no specialized post-graduate knowledge of medicine. Samples that
24
included individuals who did not attend college or that focus on medical professionals are also
likely to yield different results.
Given the apparent variability of conversational goals due to situational context, it is
important that future research continue to identify the various situational variables that affect such
goals. It would also be useful ask participants to recall an actual conversation and to report on
whether they would have used certain messages. This is likely to have more real-world validity
than asking them to imagine speaking to a hypothetical woman.
While previous research has investigated the impact of relatively stable personality traits
on communication goals, this study demonstrates the importance widening the range of prompt
scenarios in order to more fully understand the impact of prior knowledge and attitudes. In order
to further investigate the impact of prior attitudes, further scenarios should be used that are more
controversial and thus present a broader range of attitudes in a given population.
25
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Figure 1: Histogram of participants’ vaccine attitudes
Figure 2: Interaction between vaccine attitudes and relational intimacy on “False” criterion
27
Figure 3: Interaction between vaccine attitudes and argumentativeness on “False” criterion
Figure 4: Interaction between vaccine attitudes and verbal aggressiveness on “False” criterion
28
Figure 5: Interaction between relational intimacy and perceived power on efficacy criterion
Figure 6: Interaction between relational intimacy and perceived power on harm-to-relationship
criterion
29
Figure 7: Interaction between relational intimacy and argumentativeness on principled objections
criterion
Figure 8: Interaction between perceived power and verbal aggressiveness on efficacy criterion
30
Figure 9: Interaction between perceived power and verbal aggressiveness on harm-to-self
criterion
Table 1: Participants’ use of cognitive editing criteria
Cognitive Editing Criteria Mean
Standard
Deviation Minimum Maximum
Efficacy 7.81 7.60 0 42
Principled Objections 6.72 4.91 0 27
Discourse-Competency
This is False 6.03 5.91 0 44
This is Irrelevant 5.90 4.98 0 25
Person-Centered Reasons
Harm-to-Relationship 3.97 3.66 0 20
Harm-to-Other 3.81 3.72 0 22
Harm-to-Self 1.19 2.18 0 12
Other Reason 1.71 3.76 0 33