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Bright Minds and Dark Attitudes : Lower Cognitive Ability Predicts Greater Prejudice Through Right-Wing
                                  Ideology and Low Intergroup Contact
                                     Gordon Hodson and Michael A. Busseri
                  Psychological Science 2012 23: 187 originally published online 5 January 2012
                                       DOI: 10.1177/0956797611421206

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Research Article
                                                                                                                       Psychological Science

Bright Minds and Dark Attitudes: Lower                                                                                 23(2) 187­–195
                                                                                                                       © The Author(s) 2012
                                                                                                                       Reprints and permission:
Cognitive Ability Predicts Greater Prejudice                                                                           sagepub.com/journalsPermissions.nav
                                                                                                                       DOI: 10.1177/0956797611421206

Through Right-Wing Ideology and Low                                                                                    http://pss.sagepub.com


Intergroup Contact

Gordon Hodson and Michael A. Busseri
Brock University


Abstract
Despite their important implications for interpersonal behaviors and relations, cognitive abilities have been largely ignored as
explanations of prejudice. We proposed and tested mediation models in which lower cognitive ability predicts greater prejudice,
an effect mediated through the endorsement of right-wing ideologies (social conservatism, right-wing authoritarianism) and
low levels of contact with out-groups. In an analysis of two large-scale, nationally representative United Kingdom data sets
(N = 15,874), we found that lower general intelligence (g) in childhood predicts greater racism in adulthood, and this effect
was largely mediated via conservative ideology. A secondary analysis of a U.S. data set confirmed a predictive effect of poor
abstract-reasoning skills on antihomosexual prejudice, a relation partially mediated by both authoritarianism and low levels of
intergroup contact. All analyses controlled for education and socioeconomic status. Our results suggest that cognitive abilities
play a critical, albeit underappreciated, role in prejudice. Consequently, we recommend a heightened focus on cognitive ability
in research on prejudice and a better integration of cognitive ability into prejudice models.

Keywords
cognitive ability, intelligence, right-wing ideology, contact, prejudice
Received 3/1/11; Revision accepted 7/25/11


Cognitive abilities have important implications for interper-                   Deary, 2010) and between abstract reasoning and prejudice
sonal behaviors and relations. Studies have shown that indi-                    toward homosexuals (Keiller, 2010). However, rather than
viduals with lower levels of general intelligence (g) are less                  addressing the implications of mental ability, research on prej-
trusting of other people, less sensitive to interpersonal cues,                 udice has focused overwhelmingly on motivational cognitive
and less accurate in deciphering other people’s behaviors and                   styles (e.g., Jost, Glaser, Kruglanski, & Sulloway, 2003),
intentions (Murphy & Hall, 2011; Sturgis, Read, & Allum,                        including intolerance of ambiguity and a preference for simple
2010). Our research builds on this emerging psychological lit-                  answers (see Van Hiel, Onraet, & De Pauw, 2010). Although
erature and concerns the socially important but surprisingly                    research has revealed that the effects of cognitive style on
underexamined relation between g and intergroup prejudice                       prejudice are mediated by right-wing ideologies (e.g., Van
(i.e., negative evaluations of out-groups). In a targeted analy-                Hiel, Pandelaere, & Duriez, 2004), empirical findings and
sis, we evaluated whether (a) g (as a generalized cognitive                     theoretical accounts of whether (or how) cognitive ability con-
ability) predicts out-group prejudice and (b) right-wing con-                   tributes to prejudice are conspicuously absent from contempo-
servative ideologies and a lack of contact with out-groups                      rary literature and textbooks on prejudice.
mediate the link between cognitive ability and prejudice.                           We propose that right-wing ideologies, which are socially
    Since the mid-20th century, researchers have posited an                     conservative and authoritarian (see Jost et al., 2003; Van Hiel
association between g and prejudice (Adorno, Frenkel-                           et al., 2010), represent a mechanism through which cognitive
Brunswik, Levinson, & Sanford, 1950; Allport, 1954), and early                  ability is linked with prejudice. According to contemporary
evidence suggested a negative correlation between intelligence
and prejudice toward out-groups (Wagner & Schönbach,
                                                                                Corresponding Author:
1984). Recent studies have similarly reported negative corre-                   Gordon Hodson, Department of Psychology, Brock University, 500
lations between scores on intelligence subscales and racism                     Glenridge Ave., St. Catharines, Ontario, Canada L2S 3A1
(Deary, Batty, & Gale, 2008; Schoon, Cheng, Gales, Batty, &                     E-mail: ghodson@brocku.ca


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188		                                                                                                                                         Hodson, Busseri


theoretical approaches, such ideologies are characterized by                                                         Right-Wing
resistance to change and the promotion of intergroup inequali-                                                        Ideology
ties (Jost et al., 2003).1 A recent comprehensive meta-analysis                                                    (Conservatism,
confirmed a reliable negative relation between cognitive abil-                                                    Authoritarianism)
ity and right-wing ideologies (Van Hiel et al., 2010). For                                            a                                         b
                                                                                                             −                            +
example, research has revealed that individuals who more
strongly endorse social conservatism have greater cognitive
                                                                                       Cognitive                          −                     Prejudicial
rigidity (Rokeach, 1948), less cognitive flexibility (Sidanius,
                                                                                        Ability                         c′ (c)                   Attitudes
1985), and lower integrative complexity (Jost et al., 2003).
Socially conservative individuals also perform less well than                     Fig. 1. Hypothesized mediation model showing the relation between
liberals on standardized ability tests (Stankov, 2009). Right-                    cognitive ability and prejudicial attitudes as mediated by right-wing ideology.
wing authoritarianism (Altemeyer, 1996), a strong correlate                       Path a represents the negative effect of general intelligence (g) on right-
                                                                                  wing ideology, Path b represents the positive effect of right-wing ideology
of social conservatism (Jost et al., 2003; Van Hiel et al., 2010),                on prejudicial attitudes, Path c represents the negative direct effect of
is also negatively associated with g (McCourt, Bouchard,                          general intelligence (g) on prejudice, and Path c′ represents the effect of g on
Lykken, Tellegen, & Keyes, 1999).                                                 prejudice after controlling for the mediator.
    Given that cognitive abilities are critical in forming indi-
viduated impressions of other people and in being open-                           right-wing ideology (Path a) and greater right-wing ideology
minded (Scarr & Weinberg, 1981) and trusting of other people                      predicts more prejudicial attitudes (Path b). Furthermore,
(Sturgis et al., 2010), individuals with lower cognitive abilities                although we expected that lower g itself predicts greater preju-
may gravitate toward more socially conservative right-wing                        dice (Path c), we hypothesized that this association is facili-
ideologies that maintain the status quo and provide psycho-                       tated in large part by right-wing ideology (i.e., through Path a
logical stability and a sense of order (Jost et al., 2003). This                  and Path b). Therefore, we expected that if right-wing ideol-
rationale is consistent with findings that less intelligent chil-                 ogy (i.e., the mediator) is included in the predictive model, the
dren come to endorse more socially conservative ideologies as                     anticipated negative direct effect between g and prejudice
adults (Deary et al., 2008; Schoon et al., 2010).                                 (Path c′) will be substantially attenuated or statistically non-
    Furthermore, compared with liberals, individuals who                          significant; such a finding would support a significant nega-
endorse right-wing ideologies are more fearful and anxious that                   tive indirect effect (the product of Paths a and b; Shrout &
out-groups will cause the disintegration of societal moral stan-                  Bolger, 2002). Thus, individuals with lower cognitive ability
dards and traditions (Altemeyer, 1996; Jost et al., 2003; Sibley                  may be more attracted to right-wing ideologies that promote
& Duckitt, 2008). Consistent with this apprehension is the well-                  coherence and order, and because such ideologies emphasize
established relation between right-wing ideologies and attitudes                  the maintenance of the status quo, they may foster greater out-
toward out-groups, whereby both conservatism (Van Hiel et al.,                    group prejudice.
2004) and authoritarianism (Altemeyer, 1996; Hodson &                                Although a review of the literature reveals meta-analytic
Costello, 2007; Sibley & Duckitt, 2008) are associated with                       evidence supporting a relation between lower g and greater
heightened prejudice. Recent meta-analyses have confirmed                         endorsement of right-wing ideologies (Van Hiel et al., 2010)
that there are strong positive correlations between right-wing                    and a relation between right-wing ideology and prejudice
ideologies and prejudice (see Sibley & Duckitt, 2008). How-                       (Sibley & Duckitt, 2008), considerably less is known about the
ever, the endorsement of right-wing ideologies is not synony-                     relation between g and prejudice. No empirical tests of the
mous with prejudice against out-groups (Sniderman & Tetlock,                      indirect effect of generalized cognitive ability on prejudice
1986). According to social-dominance theory, the positive asso-                   through specific mediators have yet been conducted. Research-
ciation between right-wing ideologies and negative evaluations                    ers who have examined the links among cognitive ability, ide-
of out-groups reflects the fact that both constructs share the core               ology, and racism (Deary et al., 2008; Schoon et al., 2010)
psychological element of a desire for hierarchies among groups                    have treated racism and socially conservative ideology as
(Sidanius, Pratto, & Bobo, 1996). Socially conservative ideolo-                   manifestations of a single underlying construct (“conservative
gies have therefore been conceptualized as “legitimizing                          ideology”) and have assessed whether g predicts a latent factor
myths”: Although they are often rooted in socially acceptable                     representing the variance shared between racism and ideology.
values and traditions, such ideologies nonetheless facilitate neg-                Such an approach treats conservative ideology and racism as
ative attitudes toward out-groups (Sidanius & Pratto, 1999; see                   more equivalent than they are assumed to be by contemporary
also Jost et al., 2003; Sidanius et al., 1996; Van Hiel et al., 2010).            theorizing or have been shown to be by contemporary research
    Together, the well-established theoretical and empirical                      on intergroup relations (Sidanius et al., 1996; Sniderman &
links between lower g and greater right-wing ideology and                         Tetlock, 1986), both of which typically treat ideologies and
between greater right-wing ideology and heightened prejudice                      prejudices as separate constructs (e.g., Sibley & Duckitt, 2008;
suggest a mediating mechanism (Baron & Kenny, 1986) by                            Sidanius et al., 1996). Previous approaches have also over-
which lower g may be associated with greater prejudice. We                        looked any potential direct relation between g (as a general-
propose a model (see Fig. 1) in which lower g predicts greater                    ized measure of mental ability) and racism. In contrast, our


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Bright Minds and Dark Attitudes	                                                                                                            189


investigation concerned whether g is related to prejudice and                 Social conservatism. In both the NCDS and the BCS, socially
whether g might negatively influence attitudes toward out-                    conservative ideology was assessed in terms of respect for and
groups through right-wing ideologies—an influence that                        submission to authority (7 items in the NCDS and 10 items in
would be consistent with social-dominance theory (Sidanius                    the BCS; e.g., “Give law breakers stiffer sentences” and
& Pratto, 1999) and other contemporary theories of prejudice                  “Schools should teach children to obey authority”) and sup-
(e.g., Sibley & Duckitt, 2008).                                               port for conventional (i.e., unequal) sex roles (6 items in both
   We first evaluated the anticipated negative relation between               studies; e.g., “Family life suffers if mum is working full-
g and prejudice in two United Kingdom (U.K.) samples and                      time”); scale reliabilities ranged from .63 to .68 (Deary et al.,
determined whether this association was explained by socially                 2008; Schoon et al., 2010). These measures tap socially con-
conservative ideology. Next, we assessed the hypothesized                     servative values, including desire for law and order, punitive
negative relation between g and prejudice in an American                      reactions toward wrongdoers, adherence to social conventions
sample and tested whether authoritarianism and intergroup                     or traditions, and social control. Without reference to racial
contact could independently explain this relation.                            out-groups, these items reflect ideological orientations rooted
                                                                              in resistance to change and a desire to maintain existing social
                                                                              stratifications, making them ideal for our purposes.
Longitudinal Data From Two Nationally
Representative U.K. Samples                                                   Racism. Attitudes toward racial out-groups were assessed in
We first examined data from longitudinal studies measuring                    the NCDS and the BCS with the same five items (e.g., “I
intelligence in childhood and conservative ideology and gen-                  wouldn’t mind working with people from other races” and “I
eralized racism in adulthood. Because social-political attitudes              wouldn’t mind if a family of a different race moved next
typically emerge in late adolescence and early adulthood                      door”; αs = .82; Deary et al., 2008; Schoon et al., 2010). Items
(Altemeyer, 1996; Sibley & Duckitt, 2008), considering child-                 were reverse-scored; higher scores indicate a generalized
hood intelligence as a theoretical predictor of subsequent adult              antipathy toward racial out-groups, rather than antipathy
racism represents an important step in evaluating whether low                 toward a specific racial group.
g during childhood sets the stage for the development of adult
prejudice.                                                                    Covariates. Parental socioeconomic status for participants
                                                                              during childhood, as well as participants’ personal socioeco-
                                                                              nomic status and education level in adulthood, were obtained
Participants and measures                                                     in both the NCDS and the BCS. Parental and personal socio-
We used two large-scale U.K. data sets to test our hypothe-                   economic status were rated on 4-point (BCS) and 6-point
sized mediation model: the 1958 National Child Development                    (NCDS) scales based on social prestige of occupation. If a par-
Study (NCDS) and the 1970 British Cohort Study (BCS). In                      ticipant’s father was unemployed, the mother’s occupation
the NCDS, all participants (4,267 men and 4,537 women)                        was utilized; unemployed participants reported their most
were born in the same week in March 1958; in the BCS, all                     recent employment status. In both studies, participants’ level
participants (3,412 men and 3,658 women) were born in the                     of education was rated on a 6-point scale ranging from 0, no
same week in April 1970. Cognitive abilities were assessed                    education, to 5, postgraduate.
with standardized measures when NCDS participants were 11
years old and BCS participants were 10 years old, and socially
conservative ideology and racism were assessed at ages 33 and                 Data analysis
30, respectively. In both studies, thousands of men and women                 We used AMOS software (Arbuckle, 2006) to test the hypoth-
completed relevant measures; both data sets are regarded as                   esized mediation model separately for men and women in each
excellent sources of representative data (see Deary et al.,                   data set, using correlation matrices reported by Deary et al.
2008).                                                                        (2008) and Schoon et al. (2010). (Note that the means and
                                                                              standard deviations for each study are provided in these
Cognitive abilities. The NCDS included two measures of                        reports.) We modeled the measures of cognitive ability as indi-
intelligence: verbal intelligence (similarities between words;                cators of a latent g factor (see Deary et al., 2008; Schoon et al.,
40 items) and nonverbal intelligence (similarities between                    2010) and the measures of conservatism as indicators of a latent
shapes or symbols; 40 items; Douglas, 1964). The BCS                          conservative-ideology factor. Directional paths were estimated
included four measures of cognitive abilities (following Elliot,              between the latent g factor and the latent conservative-
Murray, & Pearson, 1978): matrix abilities (drawing missing                   ideology factor (Path a in Fig. 1), between the latent conserva-
aspects of shapes; 28 items), digit recall (recalling digits                  tive-ideology factor and the measure of racism (Path b), and
from number series; 34 items), word definitions (identifying                  between the latent g factor and the measure of racism (Paths
the meanings of words; 37 items), and word similarities (gen-                 c and c′). To statistically identify the latent factors, we fixed
erating words that are semantically consistent with presented                 the variance on the latent g factor and the residual variance
words; 42 items).                                                             on the latent conservative-ideology factor at 1; loadings on


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190		                                                                                                                                   Hodson, Busseri


each latent factor were freely estimated. To account for the                          These results from large, nationally representative data sets
potentially confounding effects of socioeconomic status, we                        provide converging evidence that lower g in childhood pre-
specified all three covariates both as correlates of the latent g                  dicts greater prejudice in adulthood and, furthermore, that
factor and as predictors of latent ideology and racism. Param-                     socially conservative ideology mediates much of this effect.
eter estimates and significance tests were based on bias-                          Our model tests are particularly compelling because in both
corrected estimates derived from 1,000 bootstrap samples (see                      the NCDS and the BCS, the measurement of childhood intel-
Shrout & Bolger, 2002).                                                            ligence preceded the assessment of adulthood prejudice by at
                                                                                   least two decades. Moreover, all predictive effects were inde-
Results and discussion                                                             pendent of socioeconomic status and education.
Results from both the NCDS and the BCS supported each
component of the hypothesized mediation model (see                                 Laboratory Evidence From a U.S. Sample
Table 1). For both men and women, the NCDS data demon-
strated significant negative paths from the latent g factor in                     Does the pattern observed in the two U.K. samples general-
childhood to the latent conservative-ideology factor in adult-                     ize to other cultures with their own distinct political values?
hood (Path a) and significant positive paths from the latent                       In a report of a recent American study, Keiller (2010) argued
conservative-ideology factor to generalized racism in adult-                       that the capacity for abstract (as opposed to concrete) think-
hood (Path b). As predicted, without the hypothesized media-                       ing should facilitate comprehension of other people and the
tor in the model, the direct effect of the latent g factor in                      complex mental processing required for the interpretation of
childhood on adult racism (Path c) was negative and signifi-                       relatively novel information (i.e., the type of information
cant, but this effect was attenuated in magnitude and reduced                      encountered during intergroup contact). For instance, adopt-
to nonsignificance (Path c′) when the latent conservative-                         ing another person’s perspective requires advanced cognitive
ideology factor was included. Of the total predictive effect of                    processing, abstraction, and interpretation, particularly when
childhood cognitive ability on adult racism, between 92% and                       the target is an out-group member (and thus “different”).
100% was indirect, mediated via conservative ideology (see                         Given that perspective taking reduces prejudice (Hodson,
Table 2).                                                                          Choma, & Costello, 2009), stronger mental capabilities may
   The BCS data set revealed a virtually identical pattern for                     facilitate smoother intergroup interactions. Consistent with
men: Conservative ideology fully mediated the negative effect                      this rationale is Keiller’s finding that abstract reasoning neg-
of childhood cognitive ability on adult racism. Among women,                       atively predicted prejudice against homosexuals. Although
conservative ideology mediated the effect of childhood cogni-                      his objective did not involve explaining why lower cognitive
tive ability on adult racism significantly but only partially,                     ability predicts greater prejudice, Keiller’s report provides
with the direct effect of childhood cognitive ability on adult                     all the necessary data, collected in a controlled laboratory
racism remaining significant (see Table 1). For longitudinal                       setting from an American sample, with which to test such
path models showing all estimated parameters, see the Supple-                      possibilities. The participants in this U.S. sample had equiva-
mental Material available online.                                                  lent levels of education; potential differences in cognitive


                       Table 1.  Results of the Mediation Model of the Effects of Childhood Cognitive Ability on
                       Prejudice in Adulthood as Mediated by Right-Wing Ideology

                                                                                                Mediation-model path

                       Analysis                                                Path a              Path b           Path c    Path c′
                       National Child Development                            −0.15***             0.69***          −0.11**    −0.01
                         Study—men (n = 4,267)
                       National Child Development                            −0.18***             0.51***          −0.07**     0.02
                         Study—women (n = 4,537)
                       1970 British Cohort Study—men                         −0.40***             0.41***          −0.17***   −0.01
                         (n = 3,412)
                       1970 British Cohort Study—women                       −0.33***             0.31***          −0.25***   −0.15*
                         (n = 3,658)
                       Note: Standardized regression coefficients are shown. Path a represents the relation between gen-
                       eral intelligence (g) and right-wing ideology; Path b represents the relation between right-wing ideol-
                       ogy and prejudice; Path c represents the direct path between g and prejudice; and Path c′ represents
                       the relation between g and prejudice as mediated by right-wing ideology. All analyses controlled for
                       education and socioeconomic status.
                       *p < .05. **p < .01. ***p < .001.


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Bright Minds and Dark Attitudes	                                                                                                                   191


      Table 2.  Decomposition of the Effects in the Mediation Model in Table 1

                                          Correlation (r)                                                       Indirect    Percentage of effect
      Analysis and predictor              with prejudice        Total effect (β)           Direct effect (β)   effect (β)     that is indirect
      National Child Development
       Study—men (n = 4,267)
       Latent g                              −.19***                 −0.11**                     −0.01         −0.11**              92
        Latent conservatism                   .65***                  0.69**                      0.69**         —                  —
      National Child Development
       Study—women (n = 4,537)
       Latent g                              −.17***                 −0.07**                       0.02        −0.09***            100
        Latent conservatism                   .51***                  0.51**                       0.51**        —                  —
      1970 British Cohort Study—men
       (n = 3,412)
       Latent g                              −.24***                 −0.17**                     −0.01         −0.16**              92
        Latent conservatism                   .43***                  0.41**                      0.41**         —                  —
      1970 British Cohort Study—
       women (n = 3,658)
       Latent g                              −.29***                 −0.25**                     −0.15**       −0.10**              41
        Latent conservatism                   .39***                  0.31**                      0.31**         —                  —

      **p < .01. ***p < .001.




ability or prejudice due to education were thus empirically                    Participants and measures
controlled for.
    Our analysis of Keiller’s (2010) data set allowed us to                    Undergraduates (172 women, 82 men) from an American uni-
extend our model in several important ways. Specifically,                      versity completed a 21-item scale assessing prejudice against
Keiller’s study tapped a different cognitive ability (abstract                 homosexuals (Kite & Deaux, 1986), indicated the number of
reasoning), a different but related measure of right-wing ideol-               homosexuals they knew personally, and completed a 20-item
ogy (right-wing authoritarianism), and attitudes toward a spe-                 right-wing-authoritarianism scale that tapped submission to
cific out-group (homosexuals) rather than generalized racist                   authority, conventionality, and aggression against deviants
attitudes. Furthermore, the study measured an additional                       (Altemeyer, 1996). Abstract reasoning was measured with 12
potential mediator of the relation between cognitive ability                   of the most cognitively challenging items from the Inventory
and prejudice: intergroup contact. Both experimental and lon-                  of Piaget’s Developmental Tasks (Furth, 1970).
gitudinal studies have demonstrated that greater contact with
out-groups predicts lower prejudice (Pettigrew & Tropp,
2006); these findings have distinguished such contact as a par-                Data analysis
ticularly valuable prejudice-reduction tool (Hodson, 2011).                    We undertook a secondary analysis of Keiller’s (2010) data
However, because intergroup contact is cognitively demand-                     using his reported correlation matrix and descriptive statistics.
ing (Richeson & Shelton, 2003), it may be avoided by indi-                     Path analysis was employed to test a mediation model in which
viduals with lower cognitive abilities and approached by                       greater abstract reasoning predicted antihomosexual prejudice
individuals with stronger cognitive abilities. Furthermore, given              and in which both right-wing authoritarianism and intergroup
that intergroup contact predicts favorable attitudes toward out-               contact were specified as correlated mediators (see Fig. 2). We
groups independently of personal ideology (Hodson, Harry, &                    hypothesized that lower cognitive ability would predict greater
Mitchell, 2009), it is possible that such contact uniquely medi-               antihomosexual prejudice, greater right-wing authoritarian-
ates the relation between cognitive ability and prejudice and                  ism, and less intergroup contact, and that these latter two vari-
that this relation is independent of mediation effects through                 ables, respectively, would be positively and negatively related
right-wing ideology. We therefore undertook a secondary                        to antihomosexual prejudice. Because people who endorse
analysis of Keiller’s (2010) findings to test the generalizability             right-wing authoritarianism avoid intergroup contact, and
of our hypothesized mediation model with respect to different                  because such avoidance promotes authoritarianism (Hodson,
measurements of cognitive ability, right-wing ideology, and                    2011), the mediators were set to covary. Predictive effects and
prejudice in the context of a different political culture, and to              associated p values were bias-corrected estimates derived
explore an additional mediating mechanism.                                     from 1,000 bootstrap samples (see Shrout & Bolger, 2002).



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192		                                                                                                                                         Hodson, Busseri


                                                                      Right-Wing
                                                                    Authoritarianism
                                         β = −0.28***                                                          β = 0.57***


                                                                           β = −0.17***                                  Prejudice Against
                      Abstract
                     Reasoning                                            (β = −0.36***)                                   Homosexuals



                                             β = 0.15*                                                           β = −0.23***
                                                                        Contact With
                                                                        Homosexuals

                Fig. 2.  Mediation model showing the relation between abstract reasoning and antihomosexual prejudice as mediated
                through right-wing authoritarianism and out-group contact (data from Keiller, 2010). Standardized path coefficients
                are shown; the parenthetical value represents the zero-order effect. Asterisks indicate significant coefficients (*p < .05;
                ***p < .001). The correlation between the mediators was −.28, p < .001.



Results and discussion                                                               accounts of intergroup evaluations. Our synthesis demon-
                                                                                     strates that cognitive ability plays a substantial role not only in
Our results confirmed each component of the predicted model                          predicting prejudice, but also in predicting its potential precur-
(see Fig. 2). Abstract reasoning negatively predicted preju-                         sors: right-wing ideologies and authoritarian value systems,
dice, but this effect was significantly reduced when we                              which can perpetuate social inequality by emphasizing the
included the mediators in the model. Lower levels of abstract                        maintenance of the status quo, and a lack of contact and
reasoning also predicted greater right-wing authoritarianism,                        experience with out-groups. Our analysis of two large-scale
which in turn predicted elevated prejudice against homosexu-                         U.K. data sets established a predictive relation between child-
als. Independent of these effects, there was a simultaneous                          hood g (a latent factor of generalized intelligence) and adult
indirect effect through increased intergroup contact: Individu-                      prejudice, as well as an indirect effect of g on prejudice via
als who had a greater capacity for abstract reasoning experi-                        conservative ideology; this indirect effect explained more than
enced more contact with out-groups, and more contact                                 90% of the relation between g and racism in three of the four
predicted less prejudice. The standardized total effect of                           analyses (see Table 2). Thus, conservative ideology represents
abstract reasoning on prejudice was −.36. The standardized                           a critical pathway through which childhood intelligence pre-
indirect effect (−.20; not shown in the figure) through the                          dicts racism in adulthood. In psychological terms, the relation
simultaneously examined mediators was significant (p < .01),                         between g and prejudice may stem from the propensity of indi-
and accounted for 55% of the relation between abstract-                              viduals with lower cognitive ability to endorse more right-
reasoning ability and negative evaluations of homosexuals                            wing conservative ideologies because such ideologies offer a
(44% via right-wing authoritarianism, 11% via intergroup                             psychological sense of stability and order. By emphasizing
contact).                                                                            resistance to change and inequality among groups, these ide-
    Results from our analysis were consistent with results                           ologies legitimize and promote negative evaluations of
from our analysis of the NCDS and the BCS: The hypothesized                          out-groups.
mediation of the effect of cognitive abilities on prejudice                             Our findings contribute to the literature in several ways.
was supported by data from a sample in a different country,                          Whereas other research has emphasized how education
in a study tapping alternative indicators of cognitive ability and                   influences prejudice through cognitive ability (Wagner &
right-wing ideology—abstract reasoning and right-wing author-                        Schönbach, 1984), or whether links between conservative ide-
itarianism, respectively—and examining prejudice toward a                            ology and prejudice are stronger in samples of more educated
specific out-group rather than prejudice against out-groups in                       people than they are in samples of less educated people (Sida-
general. Furthermore, our analysis of this U.S. sample uncov-                        nius et al., 1996), our longitudinal analyses refine the under-
ered an additional, previously unexamined mediator of the rela-                      standing of these processes by demonstrating that childhood g
tion between intelligence and prejudice: intergroup contact.                         predicts racism in adulthood independently of education and
                                                                                     socioeconomic status. In our study, we diverged from previous
                                                                                     approaches by addressing the novel question of why lower g
General Discussion                                                                   predicts more negative evaluations of out-groups and by pro-
The link between intelligence and prejudice has been little                          viding evidence of multiple, simultaneous mediators (ideol-
researched and scarcely features in theoretical or empirical                         ogy and intergroup contact). By controlling for participants’


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Bright Minds and Dark Attitudes	                                                                                                              193


level of education, we avoided a potential confound that trou-                lack of empathy (Pettigrew & Tropp, 2008), and social factors,
bled researchers who initially posed this intriguing question                 such as resource competition and intergroup hierarchies (Sida-
(Adorno et al., 1950; Allport, 1954).                                         nius & Pratto, 1999). Yet some factors, such as the ability to
    The importance of our findings is best illustrated by                     adopt alternative perspectives, might be driven by mental
considering them within a broader context. Our longitudinal                   capacity, given that contact with out-groups is mentally
analyses revealed a modest but reliable relation between g and                demanding (Richeson & Shelton, 2003). If so, the efficacy of
prejudice, even when we controlled for covariates. The magni-                 innovative interventions against prejudice, such as imagined
tude of this relation is comparable to relations found between                intergroup contact (Crisp & Turner, 2009), may have unreal-
stereotype endorsement (e.g., characterizing groups as “lazy”                 ized boundary conditions imposed by cognitive ability. Thus,
or “aggressive”) and prejudice (r = .25; Dovidio, Brigham,                    to complement the tremendous progress made by exploring
Johnson, & Gaertner, 1996) and between intergroup contact                     motivational factors and cognitive styles (Jost et al., 2003),
and prejudice (r = −.21, Pettigrew & Tropp, 2006), and the                    researchers studying prejudice should begin directing serious
g-prejudice relation appears to be independent of this latter                 attention toward cognitive abilities (Van Hiel et al., 2010).
effect. When the effects are expressed as a binomial effect size                  Although the study of individual differences that contribute
display, the implications are compelling: In the BCS, 62% of                  to prejudice is currently enjoying a renaissance, this renewed
boys and 65% of girls whose level of intelligence was below the               interest is unfolding at a time when cognitive factors have taken
median at age 10 expressed above-median levels of racism dur-                 a backseat to emotion-based predictors of prejudice (Pettigrew
ing adulthood. Conversely, only 35% to 38% of the children                    & Tropp, 2008). However, basic categorization processes and
with above-median levels of intelligence exhibited racist atti-               the subsequent mental activation and application of stereotypes
tudes as adults. Keiller’s (2010) cross-sectional data revealed a             remain undeniably important cognitive factors in determining
similarly impressive binomial effect: Sixty-eight percent of                  outcomes in intergroup contexts. Therefore, cognitive abilities,
individuals whose abstract-reasoning scores were below the                    particularly in relation to ideology, need to become increasingly
median scored above the median on measures of antihomosex-                    focal to and integrated into existing literatures. The joint exami-
ual bias. The magnitudes of these effects strongly suggest that               nation of mental abilities, emotions, and motivations would
cognitive ability plays a meaningful role in the expression of                provide a rich framework for understanding how prejudice
prejudice.                                                                    and social-cultural ideologies develop in individuals. Models
    A reliable explanation of this effect of g on prejudice con-              explaining the relations among g, cognitive styles (e.g., need for
tributes considerably to the understanding of prejudice.2 Our                 closure), ideology, and prejudicial attitudes, ideally across mul-
research is the first to demonstrate that intelligence may exert              tiple time points, are particularly needed to fully identify the
a considerable influence on prejudice through right-wing ide-                 processes by which ideology and prejudice develop and the
ologies, which promote the maintenance of the status quo and                  temporal ordering of such processes.
hierarchies among groups, and also through low levels of con-                     In conclusion, our investigation establishes that cognitive
tact with out-groups. Clearly, however, all socially conserva-                ability is a reliable predictor of prejudice. Understanding the
tive people are not prejudiced, and all prejudiced persons are                causes of intergroup bias is the first step toward ultimately
not conservative. We therefore differentiated our approach                    addressing social inequalities and negativity toward out-
from that of earlier researchers who treated prejudicial atti-                groups. Exposing right-wing conservative ideology and inter-
tudes and ideology as manifestations of conservatism (Deary                   group contact as mechanisms through which personal
et al., 2008; Schoon et al., 2010). By contrast, in keeping with              intelligence may influence prejudice represents a fundamental
contemporary intergroup theories, such as social-dominance                    advance in developing such an understanding.
theory, we deliberately disentangled conservative ideology
from prejudice. We recognize that although conservative ide-                  Declaration of Conflicting Interests
ologies often contribute to negative attitudes or behavior                    The authors declared that they had no conflicts of interest with
toward out-groups (Altemeyer, 1996; Sidanius & Pratto,                        respect to their authorship or the publication of this article.
1999), conservative ideologies or value systems are not neces-
sarily characterized by prejudice, and social conservatives do                Supplemental Material
not “value” negative evaluations of out-groups. Instead, con-                 Additional supporting information may be found at http://pss.sagepub
servative ideologies contribute to negative out-group evalua-                 .com/content/by/supplemental-data
tions. Not only do cognitive abilities predict each of these
constructs, but our analyses reveal that right-wing ideologies                Notes
and contact with out-groups go a long way in explaining the                   1.  We focused on social-cultural conservatism rather than economic
relation between mental ability and prejudice.                                conservatism, given that the former is more clearly related to preju-
    Of course, prejudice cannot be explained solely by intelli-               dice (Jost et al., 2003; Van Hiel et al., 2010).
gence, ideology, or intergroup contact. Prejudice has complex                 2. Although Jackman (1973) has reasoned that mentally sophisti-
origins, including personal factors, such as ignorance and a                  cated people might be better able to avoid appearing prejudiced,



                                              Downloaded from pss.sagepub.com by guest on February 11, 2012
194		                                                                                                                                        Hodson, Busseri


research does not support this position (e.g., Ostapczuk, Musch, &                  Jackman, M. (1973). Education and prejudice or education and
Moshagen, 2009; Wagner & Zick, 1995). Moreover, this supposition                        response-set? American Sociological Review, 38, 327–339.
hinges on the unsupported assumption that understanding and com-                    Jost, J. T., Glaser, J., Kruglanski, A. W., & Sulloway, F. J. (2003).
plying with contemporary social norms against prejudice when                            Political conservatism as motivated social cognition. Psychologi-
responding to straightforward questions about racial preferences                        cal Bulletin, 129, 339–375.
requires elaborate cognitive skills of the sort that differentiate people           Keiller, S. W. (2010). Abstract reasoning as a predictor of attitudes
with lower mental abilities from people with higher mental abilities.                   toward gay men. Journal of Homosexuality, 57, 914–927.
This alternative explanation seems unlikely, particularly in samples                Kite, M. E., & Deaux, K. (1986). Attitudes toward homosexuality:
of university students (e.g., Keiller, 2010).                                           Assessment and behavioral consequences. Basic and Applied
                                                                                        Social Psychology, 7, 137–162.
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prueba psicologia

  • 1. Psychological Science http://pss.sagepub.com/ Bright Minds and Dark Attitudes : Lower Cognitive Ability Predicts Greater Prejudice Through Right-Wing Ideology and Low Intergroup Contact Gordon Hodson and Michael A. Busseri Psychological Science 2012 23: 187 originally published online 5 January 2012 DOI: 10.1177/0956797611421206 The online version of this article can be found at: http://pss.sagepub.com/content/23/2/187 Published by: http://www.sagepublications.com On behalf of: Association for Psychological Science Additional services and information for Psychological Science can be found at: Email Alerts: http://pss.sagepub.com/cgi/alerts Subscriptions: http://pss.sagepub.com/subscriptions Reprints: http://www.sagepub.com/journalsReprints.nav Permissions: http://www.sagepub.com/journalsPermissions.nav >> Version of Record - Feb 2, 2012 OnlineFirst Version of Record - Jan 5, 2012 What is This? Downloaded from pss.sagepub.com by guest on February 11, 2012
  • 2. Research Article Psychological Science Bright Minds and Dark Attitudes: Lower 23(2) 187­–195 © The Author(s) 2012 Reprints and permission: Cognitive Ability Predicts Greater Prejudice sagepub.com/journalsPermissions.nav DOI: 10.1177/0956797611421206 Through Right-Wing Ideology and Low http://pss.sagepub.com Intergroup Contact Gordon Hodson and Michael A. Busseri Brock University Abstract Despite their important implications for interpersonal behaviors and relations, cognitive abilities have been largely ignored as explanations of prejudice. We proposed and tested mediation models in which lower cognitive ability predicts greater prejudice, an effect mediated through the endorsement of right-wing ideologies (social conservatism, right-wing authoritarianism) and low levels of contact with out-groups. In an analysis of two large-scale, nationally representative United Kingdom data sets (N = 15,874), we found that lower general intelligence (g) in childhood predicts greater racism in adulthood, and this effect was largely mediated via conservative ideology. A secondary analysis of a U.S. data set confirmed a predictive effect of poor abstract-reasoning skills on antihomosexual prejudice, a relation partially mediated by both authoritarianism and low levels of intergroup contact. All analyses controlled for education and socioeconomic status. Our results suggest that cognitive abilities play a critical, albeit underappreciated, role in prejudice. Consequently, we recommend a heightened focus on cognitive ability in research on prejudice and a better integration of cognitive ability into prejudice models. Keywords cognitive ability, intelligence, right-wing ideology, contact, prejudice Received 3/1/11; Revision accepted 7/25/11 Cognitive abilities have important implications for interper- Deary, 2010) and between abstract reasoning and prejudice sonal behaviors and relations. Studies have shown that indi- toward homosexuals (Keiller, 2010). However, rather than viduals with lower levels of general intelligence (g) are less addressing the implications of mental ability, research on prej- trusting of other people, less sensitive to interpersonal cues, udice has focused overwhelmingly on motivational cognitive and less accurate in deciphering other people’s behaviors and styles (e.g., Jost, Glaser, Kruglanski, & Sulloway, 2003), intentions (Murphy & Hall, 2011; Sturgis, Read, & Allum, including intolerance of ambiguity and a preference for simple 2010). Our research builds on this emerging psychological lit- answers (see Van Hiel, Onraet, & De Pauw, 2010). Although erature and concerns the socially important but surprisingly research has revealed that the effects of cognitive style on underexamined relation between g and intergroup prejudice prejudice are mediated by right-wing ideologies (e.g., Van (i.e., negative evaluations of out-groups). In a targeted analy- Hiel, Pandelaere, & Duriez, 2004), empirical findings and sis, we evaluated whether (a) g (as a generalized cognitive theoretical accounts of whether (or how) cognitive ability con- ability) predicts out-group prejudice and (b) right-wing con- tributes to prejudice are conspicuously absent from contempo- servative ideologies and a lack of contact with out-groups rary literature and textbooks on prejudice. mediate the link between cognitive ability and prejudice. We propose that right-wing ideologies, which are socially Since the mid-20th century, researchers have posited an conservative and authoritarian (see Jost et al., 2003; Van Hiel association between g and prejudice (Adorno, Frenkel- et al., 2010), represent a mechanism through which cognitive Brunswik, Levinson, & Sanford, 1950; Allport, 1954), and early ability is linked with prejudice. According to contemporary evidence suggested a negative correlation between intelligence and prejudice toward out-groups (Wagner & Schönbach, Corresponding Author: 1984). Recent studies have similarly reported negative corre- Gordon Hodson, Department of Psychology, Brock University, 500 lations between scores on intelligence subscales and racism Glenridge Ave., St. Catharines, Ontario, Canada L2S 3A1 (Deary, Batty, & Gale, 2008; Schoon, Cheng, Gales, Batty, & E-mail: ghodson@brocku.ca Downloaded from pss.sagepub.com by guest on February 11, 2012
  • 3. 188 Hodson, Busseri theoretical approaches, such ideologies are characterized by Right-Wing resistance to change and the promotion of intergroup inequali- Ideology ties (Jost et al., 2003).1 A recent comprehensive meta-analysis (Conservatism, confirmed a reliable negative relation between cognitive abil- Authoritarianism) ity and right-wing ideologies (Van Hiel et al., 2010). For a b − + example, research has revealed that individuals who more strongly endorse social conservatism have greater cognitive Cognitive − Prejudicial rigidity (Rokeach, 1948), less cognitive flexibility (Sidanius, Ability c′ (c) Attitudes 1985), and lower integrative complexity (Jost et al., 2003). Socially conservative individuals also perform less well than Fig. 1. Hypothesized mediation model showing the relation between liberals on standardized ability tests (Stankov, 2009). Right- cognitive ability and prejudicial attitudes as mediated by right-wing ideology. wing authoritarianism (Altemeyer, 1996), a strong correlate Path a represents the negative effect of general intelligence (g) on right- wing ideology, Path b represents the positive effect of right-wing ideology of social conservatism (Jost et al., 2003; Van Hiel et al., 2010), on prejudicial attitudes, Path c represents the negative direct effect of is also negatively associated with g (McCourt, Bouchard, general intelligence (g) on prejudice, and Path c′ represents the effect of g on Lykken, Tellegen, & Keyes, 1999). prejudice after controlling for the mediator. Given that cognitive abilities are critical in forming indi- viduated impressions of other people and in being open- right-wing ideology (Path a) and greater right-wing ideology minded (Scarr & Weinberg, 1981) and trusting of other people predicts more prejudicial attitudes (Path b). Furthermore, (Sturgis et al., 2010), individuals with lower cognitive abilities although we expected that lower g itself predicts greater preju- may gravitate toward more socially conservative right-wing dice (Path c), we hypothesized that this association is facili- ideologies that maintain the status quo and provide psycho- tated in large part by right-wing ideology (i.e., through Path a logical stability and a sense of order (Jost et al., 2003). This and Path b). Therefore, we expected that if right-wing ideol- rationale is consistent with findings that less intelligent chil- ogy (i.e., the mediator) is included in the predictive model, the dren come to endorse more socially conservative ideologies as anticipated negative direct effect between g and prejudice adults (Deary et al., 2008; Schoon et al., 2010). (Path c′) will be substantially attenuated or statistically non- Furthermore, compared with liberals, individuals who significant; such a finding would support a significant nega- endorse right-wing ideologies are more fearful and anxious that tive indirect effect (the product of Paths a and b; Shrout & out-groups will cause the disintegration of societal moral stan- Bolger, 2002). Thus, individuals with lower cognitive ability dards and traditions (Altemeyer, 1996; Jost et al., 2003; Sibley may be more attracted to right-wing ideologies that promote & Duckitt, 2008). Consistent with this apprehension is the well- coherence and order, and because such ideologies emphasize established relation between right-wing ideologies and attitudes the maintenance of the status quo, they may foster greater out- toward out-groups, whereby both conservatism (Van Hiel et al., group prejudice. 2004) and authoritarianism (Altemeyer, 1996; Hodson & Although a review of the literature reveals meta-analytic Costello, 2007; Sibley & Duckitt, 2008) are associated with evidence supporting a relation between lower g and greater heightened prejudice. Recent meta-analyses have confirmed endorsement of right-wing ideologies (Van Hiel et al., 2010) that there are strong positive correlations between right-wing and a relation between right-wing ideology and prejudice ideologies and prejudice (see Sibley & Duckitt, 2008). How- (Sibley & Duckitt, 2008), considerably less is known about the ever, the endorsement of right-wing ideologies is not synony- relation between g and prejudice. No empirical tests of the mous with prejudice against out-groups (Sniderman & Tetlock, indirect effect of generalized cognitive ability on prejudice 1986). According to social-dominance theory, the positive asso- through specific mediators have yet been conducted. Research- ciation between right-wing ideologies and negative evaluations ers who have examined the links among cognitive ability, ide- of out-groups reflects the fact that both constructs share the core ology, and racism (Deary et al., 2008; Schoon et al., 2010) psychological element of a desire for hierarchies among groups have treated racism and socially conservative ideology as (Sidanius, Pratto, & Bobo, 1996). Socially conservative ideolo- manifestations of a single underlying construct (“conservative gies have therefore been conceptualized as “legitimizing ideology”) and have assessed whether g predicts a latent factor myths”: Although they are often rooted in socially acceptable representing the variance shared between racism and ideology. values and traditions, such ideologies nonetheless facilitate neg- Such an approach treats conservative ideology and racism as ative attitudes toward out-groups (Sidanius & Pratto, 1999; see more equivalent than they are assumed to be by contemporary also Jost et al., 2003; Sidanius et al., 1996; Van Hiel et al., 2010). theorizing or have been shown to be by contemporary research Together, the well-established theoretical and empirical on intergroup relations (Sidanius et al., 1996; Sniderman & links between lower g and greater right-wing ideology and Tetlock, 1986), both of which typically treat ideologies and between greater right-wing ideology and heightened prejudice prejudices as separate constructs (e.g., Sibley & Duckitt, 2008; suggest a mediating mechanism (Baron & Kenny, 1986) by Sidanius et al., 1996). Previous approaches have also over- which lower g may be associated with greater prejudice. We looked any potential direct relation between g (as a general- propose a model (see Fig. 1) in which lower g predicts greater ized measure of mental ability) and racism. In contrast, our Downloaded from pss.sagepub.com by guest on February 11, 2012
  • 4. Bright Minds and Dark Attitudes 189 investigation concerned whether g is related to prejudice and Social conservatism. In both the NCDS and the BCS, socially whether g might negatively influence attitudes toward out- conservative ideology was assessed in terms of respect for and groups through right-wing ideologies—an influence that submission to authority (7 items in the NCDS and 10 items in would be consistent with social-dominance theory (Sidanius the BCS; e.g., “Give law breakers stiffer sentences” and & Pratto, 1999) and other contemporary theories of prejudice “Schools should teach children to obey authority”) and sup- (e.g., Sibley & Duckitt, 2008). port for conventional (i.e., unequal) sex roles (6 items in both We first evaluated the anticipated negative relation between studies; e.g., “Family life suffers if mum is working full- g and prejudice in two United Kingdom (U.K.) samples and time”); scale reliabilities ranged from .63 to .68 (Deary et al., determined whether this association was explained by socially 2008; Schoon et al., 2010). These measures tap socially con- conservative ideology. Next, we assessed the hypothesized servative values, including desire for law and order, punitive negative relation between g and prejudice in an American reactions toward wrongdoers, adherence to social conventions sample and tested whether authoritarianism and intergroup or traditions, and social control. Without reference to racial contact could independently explain this relation. out-groups, these items reflect ideological orientations rooted in resistance to change and a desire to maintain existing social stratifications, making them ideal for our purposes. Longitudinal Data From Two Nationally Representative U.K. Samples Racism. Attitudes toward racial out-groups were assessed in We first examined data from longitudinal studies measuring the NCDS and the BCS with the same five items (e.g., “I intelligence in childhood and conservative ideology and gen- wouldn’t mind working with people from other races” and “I eralized racism in adulthood. Because social-political attitudes wouldn’t mind if a family of a different race moved next typically emerge in late adolescence and early adulthood door”; αs = .82; Deary et al., 2008; Schoon et al., 2010). Items (Altemeyer, 1996; Sibley & Duckitt, 2008), considering child- were reverse-scored; higher scores indicate a generalized hood intelligence as a theoretical predictor of subsequent adult antipathy toward racial out-groups, rather than antipathy racism represents an important step in evaluating whether low toward a specific racial group. g during childhood sets the stage for the development of adult prejudice. Covariates. Parental socioeconomic status for participants during childhood, as well as participants’ personal socioeco- nomic status and education level in adulthood, were obtained Participants and measures in both the NCDS and the BCS. Parental and personal socio- We used two large-scale U.K. data sets to test our hypothe- economic status were rated on 4-point (BCS) and 6-point sized mediation model: the 1958 National Child Development (NCDS) scales based on social prestige of occupation. If a par- Study (NCDS) and the 1970 British Cohort Study (BCS). In ticipant’s father was unemployed, the mother’s occupation the NCDS, all participants (4,267 men and 4,537 women) was utilized; unemployed participants reported their most were born in the same week in March 1958; in the BCS, all recent employment status. In both studies, participants’ level participants (3,412 men and 3,658 women) were born in the of education was rated on a 6-point scale ranging from 0, no same week in April 1970. Cognitive abilities were assessed education, to 5, postgraduate. with standardized measures when NCDS participants were 11 years old and BCS participants were 10 years old, and socially conservative ideology and racism were assessed at ages 33 and Data analysis 30, respectively. In both studies, thousands of men and women We used AMOS software (Arbuckle, 2006) to test the hypoth- completed relevant measures; both data sets are regarded as esized mediation model separately for men and women in each excellent sources of representative data (see Deary et al., data set, using correlation matrices reported by Deary et al. 2008). (2008) and Schoon et al. (2010). (Note that the means and standard deviations for each study are provided in these Cognitive abilities. The NCDS included two measures of reports.) We modeled the measures of cognitive ability as indi- intelligence: verbal intelligence (similarities between words; cators of a latent g factor (see Deary et al., 2008; Schoon et al., 40 items) and nonverbal intelligence (similarities between 2010) and the measures of conservatism as indicators of a latent shapes or symbols; 40 items; Douglas, 1964). The BCS conservative-ideology factor. Directional paths were estimated included four measures of cognitive abilities (following Elliot, between the latent g factor and the latent conservative- Murray, & Pearson, 1978): matrix abilities (drawing missing ideology factor (Path a in Fig. 1), between the latent conserva- aspects of shapes; 28 items), digit recall (recalling digits tive-ideology factor and the measure of racism (Path b), and from number series; 34 items), word definitions (identifying between the latent g factor and the measure of racism (Paths the meanings of words; 37 items), and word similarities (gen- c and c′). To statistically identify the latent factors, we fixed erating words that are semantically consistent with presented the variance on the latent g factor and the residual variance words; 42 items). on the latent conservative-ideology factor at 1; loadings on Downloaded from pss.sagepub.com by guest on February 11, 2012
  • 5. 190 Hodson, Busseri each latent factor were freely estimated. To account for the These results from large, nationally representative data sets potentially confounding effects of socioeconomic status, we provide converging evidence that lower g in childhood pre- specified all three covariates both as correlates of the latent g dicts greater prejudice in adulthood and, furthermore, that factor and as predictors of latent ideology and racism. Param- socially conservative ideology mediates much of this effect. eter estimates and significance tests were based on bias- Our model tests are particularly compelling because in both corrected estimates derived from 1,000 bootstrap samples (see the NCDS and the BCS, the measurement of childhood intel- Shrout & Bolger, 2002). ligence preceded the assessment of adulthood prejudice by at least two decades. Moreover, all predictive effects were inde- Results and discussion pendent of socioeconomic status and education. Results from both the NCDS and the BCS supported each component of the hypothesized mediation model (see Laboratory Evidence From a U.S. Sample Table 1). For both men and women, the NCDS data demon- strated significant negative paths from the latent g factor in Does the pattern observed in the two U.K. samples general- childhood to the latent conservative-ideology factor in adult- ize to other cultures with their own distinct political values? hood (Path a) and significant positive paths from the latent In a report of a recent American study, Keiller (2010) argued conservative-ideology factor to generalized racism in adult- that the capacity for abstract (as opposed to concrete) think- hood (Path b). As predicted, without the hypothesized media- ing should facilitate comprehension of other people and the tor in the model, the direct effect of the latent g factor in complex mental processing required for the interpretation of childhood on adult racism (Path c) was negative and signifi- relatively novel information (i.e., the type of information cant, but this effect was attenuated in magnitude and reduced encountered during intergroup contact). For instance, adopt- to nonsignificance (Path c′) when the latent conservative- ing another person’s perspective requires advanced cognitive ideology factor was included. Of the total predictive effect of processing, abstraction, and interpretation, particularly when childhood cognitive ability on adult racism, between 92% and the target is an out-group member (and thus “different”). 100% was indirect, mediated via conservative ideology (see Given that perspective taking reduces prejudice (Hodson, Table 2). Choma, & Costello, 2009), stronger mental capabilities may The BCS data set revealed a virtually identical pattern for facilitate smoother intergroup interactions. Consistent with men: Conservative ideology fully mediated the negative effect this rationale is Keiller’s finding that abstract reasoning neg- of childhood cognitive ability on adult racism. Among women, atively predicted prejudice against homosexuals. Although conservative ideology mediated the effect of childhood cogni- his objective did not involve explaining why lower cognitive tive ability on adult racism significantly but only partially, ability predicts greater prejudice, Keiller’s report provides with the direct effect of childhood cognitive ability on adult all the necessary data, collected in a controlled laboratory racism remaining significant (see Table 1). For longitudinal setting from an American sample, with which to test such path models showing all estimated parameters, see the Supple- possibilities. The participants in this U.S. sample had equiva- mental Material available online. lent levels of education; potential differences in cognitive Table 1.  Results of the Mediation Model of the Effects of Childhood Cognitive Ability on Prejudice in Adulthood as Mediated by Right-Wing Ideology Mediation-model path Analysis Path a Path b Path c Path c′ National Child Development −0.15*** 0.69*** −0.11** −0.01 Study—men (n = 4,267) National Child Development −0.18*** 0.51*** −0.07** 0.02 Study—women (n = 4,537) 1970 British Cohort Study—men −0.40*** 0.41*** −0.17*** −0.01 (n = 3,412) 1970 British Cohort Study—women −0.33*** 0.31*** −0.25*** −0.15* (n = 3,658) Note: Standardized regression coefficients are shown. Path a represents the relation between gen- eral intelligence (g) and right-wing ideology; Path b represents the relation between right-wing ideol- ogy and prejudice; Path c represents the direct path between g and prejudice; and Path c′ represents the relation between g and prejudice as mediated by right-wing ideology. All analyses controlled for education and socioeconomic status. *p < .05. **p < .01. ***p < .001. Downloaded from pss.sagepub.com by guest on February 11, 2012
  • 6. Bright Minds and Dark Attitudes 191 Table 2.  Decomposition of the Effects in the Mediation Model in Table 1 Correlation (r) Indirect Percentage of effect Analysis and predictor with prejudice Total effect (β) Direct effect (β) effect (β) that is indirect National Child Development Study—men (n = 4,267)  Latent g −.19*** −0.11** −0.01 −0.11** 92   Latent conservatism .65*** 0.69** 0.69** — — National Child Development Study—women (n = 4,537)  Latent g −.17*** −0.07** 0.02 −0.09*** 100   Latent conservatism .51*** 0.51** 0.51** — — 1970 British Cohort Study—men (n = 3,412)  Latent g −.24*** −0.17** −0.01 −0.16** 92   Latent conservatism .43*** 0.41** 0.41** — — 1970 British Cohort Study— women (n = 3,658)  Latent g −.29*** −0.25** −0.15** −0.10** 41   Latent conservatism .39*** 0.31** 0.31** — — **p < .01. ***p < .001. ability or prejudice due to education were thus empirically Participants and measures controlled for. Our analysis of Keiller’s (2010) data set allowed us to Undergraduates (172 women, 82 men) from an American uni- extend our model in several important ways. Specifically, versity completed a 21-item scale assessing prejudice against Keiller’s study tapped a different cognitive ability (abstract homosexuals (Kite & Deaux, 1986), indicated the number of reasoning), a different but related measure of right-wing ideol- homosexuals they knew personally, and completed a 20-item ogy (right-wing authoritarianism), and attitudes toward a spe- right-wing-authoritarianism scale that tapped submission to cific out-group (homosexuals) rather than generalized racist authority, conventionality, and aggression against deviants attitudes. Furthermore, the study measured an additional (Altemeyer, 1996). Abstract reasoning was measured with 12 potential mediator of the relation between cognitive ability of the most cognitively challenging items from the Inventory and prejudice: intergroup contact. Both experimental and lon- of Piaget’s Developmental Tasks (Furth, 1970). gitudinal studies have demonstrated that greater contact with out-groups predicts lower prejudice (Pettigrew & Tropp, 2006); these findings have distinguished such contact as a par- Data analysis ticularly valuable prejudice-reduction tool (Hodson, 2011). We undertook a secondary analysis of Keiller’s (2010) data However, because intergroup contact is cognitively demand- using his reported correlation matrix and descriptive statistics. ing (Richeson & Shelton, 2003), it may be avoided by indi- Path analysis was employed to test a mediation model in which viduals with lower cognitive abilities and approached by greater abstract reasoning predicted antihomosexual prejudice individuals with stronger cognitive abilities. Furthermore, given and in which both right-wing authoritarianism and intergroup that intergroup contact predicts favorable attitudes toward out- contact were specified as correlated mediators (see Fig. 2). We groups independently of personal ideology (Hodson, Harry, & hypothesized that lower cognitive ability would predict greater Mitchell, 2009), it is possible that such contact uniquely medi- antihomosexual prejudice, greater right-wing authoritarian- ates the relation between cognitive ability and prejudice and ism, and less intergroup contact, and that these latter two vari- that this relation is independent of mediation effects through ables, respectively, would be positively and negatively related right-wing ideology. We therefore undertook a secondary to antihomosexual prejudice. Because people who endorse analysis of Keiller’s (2010) findings to test the generalizability right-wing authoritarianism avoid intergroup contact, and of our hypothesized mediation model with respect to different because such avoidance promotes authoritarianism (Hodson, measurements of cognitive ability, right-wing ideology, and 2011), the mediators were set to covary. Predictive effects and prejudice in the context of a different political culture, and to associated p values were bias-corrected estimates derived explore an additional mediating mechanism. from 1,000 bootstrap samples (see Shrout & Bolger, 2002). Downloaded from pss.sagepub.com by guest on February 11, 2012
  • 7. 192 Hodson, Busseri Right-Wing Authoritarianism β = −0.28*** β = 0.57*** β = −0.17*** Prejudice Against Abstract Reasoning (β = −0.36***) Homosexuals β = 0.15* β = −0.23*** Contact With Homosexuals Fig. 2.  Mediation model showing the relation between abstract reasoning and antihomosexual prejudice as mediated through right-wing authoritarianism and out-group contact (data from Keiller, 2010). Standardized path coefficients are shown; the parenthetical value represents the zero-order effect. Asterisks indicate significant coefficients (*p < .05; ***p < .001). The correlation between the mediators was −.28, p < .001. Results and discussion accounts of intergroup evaluations. Our synthesis demon- strates that cognitive ability plays a substantial role not only in Our results confirmed each component of the predicted model predicting prejudice, but also in predicting its potential precur- (see Fig. 2). Abstract reasoning negatively predicted preju- sors: right-wing ideologies and authoritarian value systems, dice, but this effect was significantly reduced when we which can perpetuate social inequality by emphasizing the included the mediators in the model. Lower levels of abstract maintenance of the status quo, and a lack of contact and reasoning also predicted greater right-wing authoritarianism, experience with out-groups. Our analysis of two large-scale which in turn predicted elevated prejudice against homosexu- U.K. data sets established a predictive relation between child- als. Independent of these effects, there was a simultaneous hood g (a latent factor of generalized intelligence) and adult indirect effect through increased intergroup contact: Individu- prejudice, as well as an indirect effect of g on prejudice via als who had a greater capacity for abstract reasoning experi- conservative ideology; this indirect effect explained more than enced more contact with out-groups, and more contact 90% of the relation between g and racism in three of the four predicted less prejudice. The standardized total effect of analyses (see Table 2). Thus, conservative ideology represents abstract reasoning on prejudice was −.36. The standardized a critical pathway through which childhood intelligence pre- indirect effect (−.20; not shown in the figure) through the dicts racism in adulthood. In psychological terms, the relation simultaneously examined mediators was significant (p < .01), between g and prejudice may stem from the propensity of indi- and accounted for 55% of the relation between abstract- viduals with lower cognitive ability to endorse more right- reasoning ability and negative evaluations of homosexuals wing conservative ideologies because such ideologies offer a (44% via right-wing authoritarianism, 11% via intergroup psychological sense of stability and order. By emphasizing contact). resistance to change and inequality among groups, these ide- Results from our analysis were consistent with results ologies legitimize and promote negative evaluations of from our analysis of the NCDS and the BCS: The hypothesized out-groups. mediation of the effect of cognitive abilities on prejudice Our findings contribute to the literature in several ways. was supported by data from a sample in a different country, Whereas other research has emphasized how education in a study tapping alternative indicators of cognitive ability and influences prejudice through cognitive ability (Wagner & right-wing ideology—abstract reasoning and right-wing author- Schönbach, 1984), or whether links between conservative ide- itarianism, respectively—and examining prejudice toward a ology and prejudice are stronger in samples of more educated specific out-group rather than prejudice against out-groups in people than they are in samples of less educated people (Sida- general. Furthermore, our analysis of this U.S. sample uncov- nius et al., 1996), our longitudinal analyses refine the under- ered an additional, previously unexamined mediator of the rela- standing of these processes by demonstrating that childhood g tion between intelligence and prejudice: intergroup contact. predicts racism in adulthood independently of education and socioeconomic status. In our study, we diverged from previous approaches by addressing the novel question of why lower g General Discussion predicts more negative evaluations of out-groups and by pro- The link between intelligence and prejudice has been little viding evidence of multiple, simultaneous mediators (ideol- researched and scarcely features in theoretical or empirical ogy and intergroup contact). By controlling for participants’ Downloaded from pss.sagepub.com by guest on February 11, 2012
  • 8. Bright Minds and Dark Attitudes 193 level of education, we avoided a potential confound that trou- lack of empathy (Pettigrew & Tropp, 2008), and social factors, bled researchers who initially posed this intriguing question such as resource competition and intergroup hierarchies (Sida- (Adorno et al., 1950; Allport, 1954). nius & Pratto, 1999). Yet some factors, such as the ability to The importance of our findings is best illustrated by adopt alternative perspectives, might be driven by mental considering them within a broader context. Our longitudinal capacity, given that contact with out-groups is mentally analyses revealed a modest but reliable relation between g and demanding (Richeson & Shelton, 2003). If so, the efficacy of prejudice, even when we controlled for covariates. The magni- innovative interventions against prejudice, such as imagined tude of this relation is comparable to relations found between intergroup contact (Crisp & Turner, 2009), may have unreal- stereotype endorsement (e.g., characterizing groups as “lazy” ized boundary conditions imposed by cognitive ability. Thus, or “aggressive”) and prejudice (r = .25; Dovidio, Brigham, to complement the tremendous progress made by exploring Johnson, & Gaertner, 1996) and between intergroup contact motivational factors and cognitive styles (Jost et al., 2003), and prejudice (r = −.21, Pettigrew & Tropp, 2006), and the researchers studying prejudice should begin directing serious g-prejudice relation appears to be independent of this latter attention toward cognitive abilities (Van Hiel et al., 2010). effect. When the effects are expressed as a binomial effect size Although the study of individual differences that contribute display, the implications are compelling: In the BCS, 62% of to prejudice is currently enjoying a renaissance, this renewed boys and 65% of girls whose level of intelligence was below the interest is unfolding at a time when cognitive factors have taken median at age 10 expressed above-median levels of racism dur- a backseat to emotion-based predictors of prejudice (Pettigrew ing adulthood. Conversely, only 35% to 38% of the children & Tropp, 2008). However, basic categorization processes and with above-median levels of intelligence exhibited racist atti- the subsequent mental activation and application of stereotypes tudes as adults. Keiller’s (2010) cross-sectional data revealed a remain undeniably important cognitive factors in determining similarly impressive binomial effect: Sixty-eight percent of outcomes in intergroup contexts. Therefore, cognitive abilities, individuals whose abstract-reasoning scores were below the particularly in relation to ideology, need to become increasingly median scored above the median on measures of antihomosex- focal to and integrated into existing literatures. The joint exami- ual bias. The magnitudes of these effects strongly suggest that nation of mental abilities, emotions, and motivations would cognitive ability plays a meaningful role in the expression of provide a rich framework for understanding how prejudice prejudice. and social-cultural ideologies develop in individuals. Models A reliable explanation of this effect of g on prejudice con- explaining the relations among g, cognitive styles (e.g., need for tributes considerably to the understanding of prejudice.2 Our closure), ideology, and prejudicial attitudes, ideally across mul- research is the first to demonstrate that intelligence may exert tiple time points, are particularly needed to fully identify the a considerable influence on prejudice through right-wing ide- processes by which ideology and prejudice develop and the ologies, which promote the maintenance of the status quo and temporal ordering of such processes. hierarchies among groups, and also through low levels of con- In conclusion, our investigation establishes that cognitive tact with out-groups. Clearly, however, all socially conserva- ability is a reliable predictor of prejudice. Understanding the tive people are not prejudiced, and all prejudiced persons are causes of intergroup bias is the first step toward ultimately not conservative. We therefore differentiated our approach addressing social inequalities and negativity toward out- from that of earlier researchers who treated prejudicial atti- groups. Exposing right-wing conservative ideology and inter- tudes and ideology as manifestations of conservatism (Deary group contact as mechanisms through which personal et al., 2008; Schoon et al., 2010). By contrast, in keeping with intelligence may influence prejudice represents a fundamental contemporary intergroup theories, such as social-dominance advance in developing such an understanding. theory, we deliberately disentangled conservative ideology from prejudice. We recognize that although conservative ide- Declaration of Conflicting Interests ologies often contribute to negative attitudes or behavior The authors declared that they had no conflicts of interest with toward out-groups (Altemeyer, 1996; Sidanius & Pratto, respect to their authorship or the publication of this article. 1999), conservative ideologies or value systems are not neces- sarily characterized by prejudice, and social conservatives do Supplemental Material not “value” negative evaluations of out-groups. Instead, con- Additional supporting information may be found at http://pss.sagepub servative ideologies contribute to negative out-group evalua- .com/content/by/supplemental-data tions. Not only do cognitive abilities predict each of these constructs, but our analyses reveal that right-wing ideologies Notes and contact with out-groups go a long way in explaining the 1.  We focused on social-cultural conservatism rather than economic relation between mental ability and prejudice. conservatism, given that the former is more clearly related to preju- Of course, prejudice cannot be explained solely by intelli- dice (Jost et al., 2003; Van Hiel et al., 2010). gence, ideology, or intergroup contact. Prejudice has complex 2. Although Jackman (1973) has reasoned that mentally sophisti- origins, including personal factors, such as ignorance and a cated people might be better able to avoid appearing prejudiced, Downloaded from pss.sagepub.com by guest on February 11, 2012
  • 9. 194 Hodson, Busseri research does not support this position (e.g., Ostapczuk, Musch, & Jackman, M. (1973). Education and prejudice or education and Moshagen, 2009; Wagner & Zick, 1995). Moreover, this supposition response-set? American Sociological Review, 38, 327–339. hinges on the unsupported assumption that understanding and com- Jost, J. T., Glaser, J., Kruglanski, A. W., & Sulloway, F. J. (2003). plying with contemporary social norms against prejudice when Political conservatism as motivated social cognition. Psychologi- responding to straightforward questions about racial preferences cal Bulletin, 129, 339–375. requires elaborate cognitive skills of the sort that differentiate people Keiller, S. W. (2010). Abstract reasoning as a predictor of attitudes with lower mental abilities from people with higher mental abilities. toward gay men. Journal of Homosexuality, 57, 914–927. This alternative explanation seems unlikely, particularly in samples Kite, M. E., & Deaux, K. 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