Ethnicity and impressions of personality using the five-factor model: stereotyping or cultural sensitivity?
Cooper, Andrea Kay ; Evans, David Chin
The current research investigates whether communities use ethnicity
as a cue when forming personality impressions of others. Past research
has shown that dress, smiling, hairstyle, and even facial symmetry of
targets produce systematic differences in personality impressions across
the domains of the Five Factor model of personality. We investigated
whether the stated or apparent ethnicity of groups and individuals also
produce stereotypic impressions of personality. This study compared
impressions across members and non-members of the target groups and
examined "cue utility" i.e. whether impressions of the groups
agreed with aggregated self-impressions by group members. In all, the
results clearly suggest that people utilize ethnicity as a cue when
forming impressions of the personalities of groups and individuals, and
although those impressions are exaggerated consistent with stereotype
theory, they confer some utility in interpersonal perceptions across
cultures. Stereotypes are a strategy used to interpret the complex
social environment in the absence of more specific information. When
that information is available, perceptions of others become more refined
and accurate.
Keywords: stereotyping, ethnicity, Five Factor model, Native
Americans, cultural sensitivity, personality
**********
This research begins to answer the question: why do we, as humans,
consistently draw conclusions about others based on generalized
information? If we move away from the assumption that all stereotypes
are inaccurate and harmful, then we can begin to understand this
behavior. Lee et al. (2013) suggest that people stereotype others and
generalize information to all the members of a specific group when there
is an absence of "relevant individuating information" (pg.
478). In other words, people make conclusions based on the evidence that
is available. Lee et al. describe these generalizations as weak and
provide evidence that people reject these stereotypes when better
evidence is available. We view this as a refinement of conclusions,
rather than weak or inaccurate. Human beings are able to gather the best
possible information and evaluate it. When more accurate information is
available, then we are able to refine our conclusions. There is little
evidence to suggest that people cling to stereotypes without thought or
evaluation, and in fact, we readily reject generalizations when more
information is available (Lee et al., 2013).
Neuberg and Sng (2013) describe a framework for understanding
stereotyping behavior and contribute additional support showing that
stereotypes can be utilized as a way to gather useful information about
others. The authors approach the discussion with an evolutionary
perspective, specifically Life History Theory, and argue that the
complexity of our social systems necessitates making generalizations in
order to protect one's self or find a mate. Not only is the ability
to draw conclusions about those around us important to navigate the
social world, but it may actually provide fitness benefits. Those who
are also able to refine generalizations when more information is
available will be even more successful navigating our complex social
systems.
Social scientists have for some time sensed the need to shift their
conception of stereotypes from the perspective of prejudice theory,
which focuses on negative predispositions and discrimination toward
out-groups, to the perspective of interpersonal perception theory, which
focuses on the mutual impressions formed by members of distinct human
groups. The 1995 publication of Stereotype Accuracy, an edited volume by
Lee, Jussim, and McCauley arising from a conference of the American
Psychological Association Science Directorate, serves as well as any
other as a signpost for this shift. This volume argued that many of the
features that might distinguish stereotypes from group impressions are
either logically untenable (e.g. that they are all-or-none beliefs,
illogically resistant to contradictions, and factually wrong for reasons
of hearsay) or have received little empirical support (e.g. that they
lead people to ignore individual differences, stem from negative
attitudes, and imply genetic essentialism). Perhaps more importantly,
the volume pointed out that two key features of stereotypes as group
impressions remain virtually unmeasured: their specific content and
their degree of accuracy or falsehood. More recently several researchers
have continued investigating the utility of stereotyping behavior and
call for researchers to look beyond the traditional view of stereotypes
(Koenig & Early, 2014; Jussim, 2005, 2012; Jussim et al., 2009; Lee
et al., 2013).
Given the abundant research on stereotypes in recent years, why is
there so little data about what people think of various racial and
ethnic groups and whether they are right? Many scholars (Ottati &
Lee, 1995; Stangor & Schaller, 1996; Zebrowitz, 1996) have noted
that even basic research on what personality traits are ascribed to
racial groups, which is the focus of the present paper, has progressed
little since the 1933 Princeton studies by Katz & Braly. Scholarly
work has instead focused on the formation, maintenance, and activation
of stereotypes as cognitive representations, thus more often measuring
reaction times, error rates, and variability rather than semantic
content or trait-level beliefs. As Ottati and Lee (1995, p. 32)
remarked, and others agree (Ryan & Bogar, 2001; Zebrowitz, 1996),
"recent research has focused almost exclusively on the cognitive
process of stereotyping. This focus on process, which is by no means
without value, has failed to address the question of whether stereotypes
possess accurate content in real-world contexts."
Perhaps more fundamentally, because this field began in the
sociopolitical context of WWII and the Civil Rights era,
"stereotypes" originally referred to absurd propaganda images
and Jim Crow portrayals (Lippman, 1965; Fixico, 2011). As such, any
serious consideration of their accuracy was antithetical almost by
definition and continues to be at odds with the human rights advocacy
that motivates much of the scholarly interest in this area. The term
"stereotype accuracy" is as uninviting for many researchers
today as "communist liberty" would have been in the 1950s or
"segregationist equality" in the 1960s. Lee, McCauley, &
Jussim (1995) report one incident in which a reviewer of one of their
stereotype accuracy manuscripts asked them "What should we be
doing? Articles with titles like 'Are Blacks really lazy?' and
'Are Jews really cheap?'?" (p. 310). Cronbach called for
more research on the influence of stereotypes on impression accuracy in
1955 and Lee et al. repeated the call in Stereotype Accuracy in 1995.
Perhaps to understand why there is still too little data on key
questions in this area, we need look no further than the title of their
volume.
But by approaching stereotypes as group impressions consistent with
interpersonal perception theory (Brunswick, 1956; Cronbach, 1955;
Funder, 1999; Kenny, 1994, 2004), and unburdening it of the presumption
of prejudice as Lee et al. (1995, 2009, 2013) recommend, a better
alignment is achieved with the current global context of group beliefs
in a way that does not impede much needed research. Many theorists have
long rejected the view that stereotypes are fixed, negative, all-or-none
"pictures in the head" (Lippman, 1965) but are instead
probabilistic expectations that people hold about the characteristics of
groups, which may be positive or negative, accurate or inaccurate
(LeVine & Campbell, 1972; McCauley & Stitt, 1978; Jussim 2009).
People may utilize visible cues about others' race and ethnicity to
form impressions about their personalities (Brunswick, 1956) in the same
way they utilize dress, smiling, hairstyle (Zebrowitz & Collins,
1994) and facial symmetry (Noor & Evans, 2003).
Specifically, this study provides insight into whether impressions
based on ethnicity help or hinder the ability to form impressions that
agree with the self-views of the target groups or members, and does
group membership have "cue validity?" Cue validity, also
called "agreement," may only be determined by comparing
beliefs against some criterion, that is, some data about the stereotyped
target group. How is this accomplished? First, we must first shift from
studying stereotypes of "races" (e.g. Native Americans) to
stereotypes of "ethnic groups," (e.g. Native American people
on a particular college campus). It is necessary to define the
stereotyped target group in a way that represents a real population,
rather than an abstract concept, from which a generalizable criterion
sample may be drawn. Ethnicity is tightly connected to particular
cultural traits that identify a group of people. While biological
differences between populations do exist, these differences do not
support the existence of distinct racial groups based on any suite of
genetic traits and hold little potential for understanding each other.
Cultural traits are better able to help us understand each other, so
ethnicity is an important cue to utilize when forming impressions.
Knowing someone's skin color, however, provides little insight into
a person's behavior or personality.
Second, we must choose our criterion variable. Since we are
studying personality impressions, the options include self-impressions,
peer-ratings, or behavioral personality indicators. Since peer-ratings
may themselves be influenced by stereotypes, and behavioral personality
indicators are not perfectly established and impractical to gather, we
focused on self-impressions. Thus we are not testing the
"accuracy" of the stereotypes, but whether "people see
others as they see themselves," a nontrivial aspect of intergroup
dynamics. If ethnic group impressions show high cue validity, using them
may be a form of cultural sensitivity; if however they show low cue
validity, using them may lead to stereotypic inaccuracy.
In this article, the term impression will be used (with modifiers)
rather than the term stereotype, but in all cases refers to impressions
of personality on the Five Factor domains (see Kenny, 1994). A
self-impression is a perceiver's impression of his or her own
personality, and an other-impression is a perceiver's impression of
another individual's personality. A group-impression is a
perceiver's impression of an entire group of people, abstract or
real, and may be either an in-group-impression if the perceiver is a
member of the group or an out-group-impression if the perceiver is not a
member of the group. All of the above may be aggregated across
theoretically significant groups of perceivers. To this point,
aggregated self-impressions of, for example, German or Japanese citizens
(Allport, 1954) are quite distinct from in-group-impressions given by
German or Japanese citizens, as the former impressions are of
individuals (selves) and the latter are of groups (in-groups). Comparing
these various impressions provides one means of assessing their
accuracy, but we will return to that point later.
INTRODUCTION
Among an interacting population, we hypothesize that impressions on
the Five Factor domains will vary systematically depending on the stated
ethnic group membership (HI).
We also hypothesize that group-impressions will be similar to
aggregated self-impressions, but group-impressions will be exaggerated
across all domains (H2). Lastly, we expect that In-group impressions
will agree more with aggregated self-impressions than will Out-group
impressions (H3).
PARTICIPANTS
Students attending a northern New Mexico College participated in
the research. The population mainly consists of White, Native American,
and Hispanic/Latino residents. The College has a high percentage of
Native American students, many of whom are Dine (Navajo) given the close
proximity of the Navajo Nation. This population presented a unique
research location and provided insight into ethnic impressions in a
community that interacts daily. The sample included 477 participants (18
or older) representing the ethnic make-up of the college (Table 2).
White and Native American groups are in the majority while Hispanic/
Latino groups remain the minority in the study sample and the
population. The sample included 351 (74%) women and 126 (26%) men.
Studying ethnicity ultimately allows us to understand people better
as individuals rather than products of perceptions formed by others, yet
systematic analysis requires asking research participants to put
themselves in a distinct ethnic category (i.e. White, Native American,
Hispanic/Latino). We know that these categories do not fully represent
the diversity among all people. To ask someone to identify herself as
Native American does not take into account her particular subculture.
For example, Navajo culture differs substantially from Puebloan
cultures. However, given the requirements of statistical analysis,
ethnicity categories must be created. We did ask respondents to identify
their ethnicity as they define it, which produced interesting
qualitative data. Many respondents used the same terms used in data
analysis, but many of the responses tended to be more specific or far
more general than our created categories. For instance, some identified
their ethnicity as "Dine," "Seminole/Navajo," and
"Anglo Southwestern American." More general responses
included, "human," "mix of everything," and
"American." Perhaps outside the scope of this paper and not
usable in analysis, their answers are no less important in understanding
how individuals identify themselves.
METHODS
Participants were asked to complete a twenty-one item survey from
the Big Five Inventory (BFI-K Form S; John 2005) on a five point scale
that was used to calculate their Five-Factor personality traits or
self-impression as well as a group-impression of a randomly selected
ethnic group. Participants were only presented with one ethnic group to
reduce possible bias caused by comparisons between groups.
The survey specifically asked participants to think of groups at
the college, providing data about the interactions between real people
and ethnic groups rather than in the abstract. Five Factor personality
profiles were created for self-impressions of individuals and for
impressions of White, Native American, and Hispanic/Latino ethnic
groups.
RESULTS
Self-impressions were broken down by ethnic group, focusing on the
numerically largest groups in the population: White/European American,
Native American, and Hispanic/Latino groups on campus. The
self-impression curves resemble the norming curve across all
ethnicities. Using a Bonferroni corrected critical value of p=.002
(unless otherwise noted), an initial investigation revealed that people
assume significantly different self-impressions of personality across
ethnicities (F(8,1772) = 2.576, p = .009).
ANOVAs (with a Bonferroni corrected critical value of p=.002) were
then calculated across specific ethnic group combinations and
personality domains. Self-impressions of personality were similar across
ethnicity for Openness and Neuroticism. A between subjects ANOVA
revealed significant differences between Hispanic/Latino and Native
American students in Extraversion (F=14.121; p=.00). Agreeableness was
nearly significant between White and Native American respondents
(F=5.209; p=.02). Lastly, Hispanic/Latino and Native American
participants varied significantly in Conscientiousness (F=5.624; p=.01)
See Fig. 1c and Table 3.
The impressions formed of entire ethnic groups also vary
significantly, showing that different ethnic groups are perceived to
have different personalities (ANOVA: F(8,1756) = 21.35, p < .001).
Viewing combinations of ethnic groups and personality traits show no
significant differences in any of the personality domains between White
and Hispanic/Latino group impressions. Native American and
Hispanic/Latino participants difference significantly across domains
(Neuroticism: ANOVA F=7.584, p=.00; Extraversion: F=104.927, p=.00;
Openness: F=5.147, p=.02; Agreeableness: F= 12.154, p=.00;
Conscientiousness: F=22.989, p=.00). White and Native American group
impressions differ significantly only in Conscientiousness (ANOVA
F=19.186, p=.00) and Extraversion (ANOVA F=147.630, p=00). See Fig. la,
lb, and Table 3.
[FIGURE 1 OMITTED]
Native Americans have significantly lower means for
Conscientiousness (p=.00) and Extraversion (p=.00) in both the
self-impression and the group-impression of Native Americans. This
suggests some agreement between how Native Americans see themselves and
how others see Native Americans as a group. Similarly, White and
Hispanic/ Latino respondents were rated as higher in Conscientiousness
and Extraversion. Group-impressions of Conscientiousness and
Extraversion are notably lower than self-ratings, but are both in a
similar direction.
Ratings of Agreeableness showed considerable disagreement between
self-impressions and impressions formed by others. Self-impressions
across all ethnicities show high Agreeableness, yet all groups rate
other groups as low in Agreeableness. More generally, self-impressions
are much higher than the impressions formed of ethnic groups across all
domains. Despite this difference, the general trend of significant
differences across personality traits is similar in the aggregated self-
and group-impressions.
IN-GROUP/OUT-GROUP IMPRESSIONS
Given the study design, individuals of a particular ethnicity were
periodically asked to form an impression of their own ethnic group. This
created an In-group impression. Out-group impressions were formed by
those of a different ethnicity than their own. Impressions of the
In-group are expected to agree more with self-impressions. The initial
analysis of the interaction between ethnicity, in/out group, and
personality domain showed no significant differences (ANOVA:
F(8,1756)=1.468, p=. 164).
Despite no initial findings, the sample was analyzed by each ethnic
group. 52 White participants provided personality impressions of Whites
as a group, while 110 Hispanic/Latino and Native American participants
provided the Out-group impressions for White students. The In-group and
Out-group impressions were quite similar and show no significant
differences (ANOVA: F(4,436) = .399, p = .810). See Figure 2b and Table
3.
[FIGURE 2 OMITTED]
Seventy-six Native American respondents provided personality
impressions of Native American students, and 243 Hispanic/Latino and
White students rated Native American students as the Out-group. Similar
to the White results, In-group and Out-group impressions of Native
American students are very similar and show no significant differences
in value or pattern (ANOVA: F(4,816)=1.993, p = .094) See Figure 2a and
Table 3.
Nineteen Hispanic/Latino participants provided In-group
impressions, and 263 participants provided Out-group impressions of
Hispanic/ Latino students. The curves contrast with the trends seen
among White and Native American students and indicate disagreement
across all domains (ANOVA: F(4,504) = 3.046, p = .017). Specifically, In
and Out group impressions of Hispanic/Latinos revealed significant
differences in Conscientiousness (ANOVA: F (1.408) = 10.768, p=.001) and
Extraversion (ANOVA: F(1.425) = 15.589, p=.000) (See Fig. 2c and Table
3)
CONCLUSION
In this population, aggregated self-impressions show agreement with
the impressions that others hold in traits, Conscientiousness and
Extraversion. Disagreement exists in Agreeableness between
self-impressions and the impressions of others. Lastly, in-group and
out-group ratings showed similar patterns (although not significant) for
the two majority groups (White and Native American students) while
showed a dissimilar pattern for the minority group (Hispanic/Latino
students). These results indicate that cultural characteristics of
Native Americans and Whites in this population are conveyed in a manner
that allows cross-cultural understanding. Hispanic/Latino students do
not appear to be seen as they see themselves in this population. The low
sample size must be noted, which can make interpretation more difficult.
This research expands the study of stereotyping by establishing
that people use ethnicity as a cue to understand others and that the use
of ethnicity sometimes demonstrates cultural sensitivity rather than
stereotypes based on inaccurate perceptions. The present study also
explores stereotyping behavior in a population with a large Native
American population. As Donald L. Fixico acknowledges, many people do
not have much knowledge of Native American groups and he calls for more
research and exposure (2013). He proposes exactly what our study
demonstrates, namely that once interacting populations have enough
contact with each other, they are likely to be understood by each other.
DISCUSSION
Our data suggest that individuals do utilize stereotypes and create
exemplars of an entire culture as a way of navigating a complex social
world. These exemplars serve to help predict social interactions with
people whom we do not know. Cultural exemplars will hold varying degrees
of accuracy but are created in the human mind as a strategy to help
categorize and organize interpersonal interactions.
We might consider the use of ethnicity as a cue to personality
reflective of real, observable cultural differences. Cultural
differences certainly exist and many conflicts between groups of people
are based on cultural misunderstandings. If ethnicity is a cultural
construct, as we know it is, and then it follows that ethnicity is a
good clue to use when trying to understand and interact with the people
around us. This research presents evidence that the use of ethnicity to
form impressions of others is based on cultural awareness and
sensitivity rather than misunderstanding and bias. Impressions of others
seem to be moving beyond inaccurate prejudice to a more useful form of
cultural awareness. Of course, impressions of an entire group of people
based on only a few characteristics, ethnicity or otherwise, will be
generalized and fail to capture individuals completely. We argue that
ethnicity can be used as a valid predictor of personality if we are
aware of each other and our varying cultures.
Our results could also indicate that societal roles do exist in
terms of minority and majority group status. Minority groups are bound
to be less understood than majority groups due to the presence of bias
but also because majority culture will be prevalent in all realms of
society drowning out much of minority culture. Our results indicate that
minority and majority groups can achieve a level of understanding and
cultural awareness. Hispanic/Latino groups, the numerical minority in
this population, seem to be misunderstood and reveal that personality
impressions can be misleading and inaccurate when understanding is
lacking.
LIMITATIONS
All data is self-reported and given the sensitivity of discussions
of ethnicity, respondents may be inclined to answer less truthfully.
Observational and other forms of data would supplement this study and
should be considered for future research in this area. The data also
aggregate individuals based on ethnicity and do not allow for
subcultural or individual differences. Future research should also
include dyadic encounters between individuals to further understand how
we use ethnicity to understand others on all levels of analyses. We hope
this research spurs more research using the Five Factor model of
personality.
Andrea Kay Cooper
San Juan College
David Chin Evans
University of Washington
REFERENCES
Allport, G.W. (1954). The nature of prejudice. Cambridge, MA:
Addison-Wesley.
Brunswik, E. (1956). Perception and the representative design of
psychological experiments. Berkeley: University of California Press.
Cronbach, J.L. (1955). Processes affecting scores on
"understanding of others" and "assumed similarity."
Psychological Bulletin, 52, 177-193.
Fixico, Donald L., (2000). The Urban Indian Experience in America.
Albuquerque: University of New Mexico Press.
Funder, D.C. (1999). Personality judgment: A realistic approach to
person perception. San Diego, CA: Academic.
Jussim, L. (2005). Accuracy in social perception: criticisms,
controversies, criteria, components, and cognitive processes. In M.P.
Zanna (Ed.), Advances in experimental social psychology. 37:1-93.
--(2012.) Social perception and social reality: why accuracy
dominates bias and self-fulfilling prophecy. New York: Oxford University
Press.
Jussim, L. et al. (2009). The unbearable accuracy of stereotypes.
In T. Nelson (Ed.), The handbook of prejudice, stereotyping, and
discrimination. Mahwah, NJ: Erlbaum.
Katz, D., & Braly, K. (1933). Racial prejudice and racial
stereotypes. Journal of Abnormal and Social Psychology, 30, 175-193.
Kenny, D.A. (1994). Interpersonal perception: A social relations
analysis. New York, NY: Guilford.
Kenny, D.A. (2004). A general model of interpersonal perception.
Personality and Social Psychology Review, 8, 265-280.
Koenig, A. & Early, A. (2014). Evidence for the social role
theory of stereotype content: observations of groups' roles shape
stereotypes. Journal of Personality and Social Psychology.
107(3):371-392.
Lee, Y.-T, Jussim, L.J. & McCauley, C.R., (1995). Stereotype
accuracy: Toward appreciating group differences. Washington, DC:
American Psychological Association.
--(2013). Stereotypes as valid categories of knowledge and human
perceptions of group differences. Social and Personality Psychology
Compass. 7(7): 470-486.
LeVine, R. A., & Campbell, D. T. (1972). Ethnocentrism:
Theories of conflict, ethnic attitudes, and group behavior. Oxford, UK:
Wiley.
Lippman, W. (1965). Public opinion. New York, NY: Free Press.
McCauley, C., & Stitt, C.L. (1978). An individual and
quantitative measure of stereotypes. Journal of Personality and Social
Psychology, 36, 929-940.
Noor, F., & Evans, D.C. (2003). The effect of facial symmetry
on perceptions of personality and attractiveness. Journal of Research in
Personality, 37, 339-347.
Neuberg, S. & Sng, O. (2013). A life history theory of social
perception: stereotyping at the intersections of age, sex, and ecology
(and race). Social Cognition, 31(6), 696-711.
Ottati, V., & Lee, Y.T. (1995). Accuracy: A neglected component
of stereotype research. In L.J. Jussim, C.R. McCauley, & Y.T. Lee
(Eds.) Stereotype accuracy: Toward appreciating group differences (pp.
29-59). Washington, DC: American Psychological Association.
Ryan, C.S., & Bogart, L.M. (2001). Longitudinal changes in the
accuracy of new group members' in-group and out-group stereotypes.
Journal of Experimental Social Psychology, 37, 118-133.
Ryan, C.S. (2002). Stereotype accuracy. In W. Stroebe & M.
Hewstone (Eds.), European review of social psychology. (13): 75-109.
Hove, England: Psychology Press/Taylor & Francis.
Stangor, C., & Schaller, M. (1996). Stereotypes as individual
and collective representations. In C.N. Macrae, C. Stangor, & M.
Hewstone (Eds.), Stereotypes and stereotyping (pp. 3-37). New York, NY:
Guilford Press.
Zebrowitz, L.A. (1996). Physical appearance as a basis of
stereotyping. In C. N. Macrae, C. Stangor, & M. Hewstone (Eds.),
Stereotypes and stereotyping (pp. 79-120). New York, NY: Guilford Press.
Zebrowitz, L. A., & Collins, M. A. (1997). Accurate social
perception at zero acquaintance: The affordances of a Gibsonian
approach. Personality and Social Psychology Review, 1, 203-222.
TABLE 1: FIVE FACTOR CHARACTERISTICS DEFINITIONS
Neuroticism Tendency to experience
psychological distress
like anxiety or
depression
Extraversion Active, sociability,
experience of positive
emotions, excitement
seeking
Open Open to new experiences,
artistic, behaviorally
flexible
Agreeable Trusting, sympathetic,
cooperative
Conscientiousness Well-organized,
structured, compulsive
TABLE 2: ETHNIC GROUP DEMOGRAPHICS
White/European Native Hispanic/
American American Latino
Study Sample 44% 36% 14%
College 56% 23% 13%
Demographics
TABLE 3: MEANS AND STANDARD ERRORS (SE)
Domain Target Label Outgroup-Impressions
(Figs, 1a & 2a-c)
N Mean SE
Neuroticism White/Euro-American 59 3.013 0.077
Latino/Hispanic 109 2.823 0.057
Native American 130 2.992 0.052
Extraversion White/Euro-American 59 3.564 0.088
Latino/Hispanic 109 3.268 0.065
Native American 130 2.388 0.059
Openness White/Euro-American 59 3.549 0.078
Latino/Hispanic 109 3.328 0.058
Native American 130 3.500 0.053
Agreeableness White/Euro-American 59 2.691 0.097
Latino/Hispanic 109 2.897 0.071
Native American 130 2.608 0.065
Conscientiousness White/Euro-American 59 3.453 0.101
Latino/Hispanic 109 3.374 0.074
Native American 130 3.008 0.068
Domain Target Label Ingroup-Impressions
(Figs, 1b & 2a-c)
N Mean SE
Neuroticism White/Euro-American 52 2.942 0.104
Latino/Hispanic 19 2.803 0.171
Native American 76 3.092 0.086
Extraversion White/Euro-American 52 3.490 0.100
Latino/Hispanic 19 3.908 0.165
Native American 76 2.760 0.082
Openness White/Euro-American 52 3.527 0.099
Latino/Hispanic 19 3.589 0.165
Native American 76 3.600 0.082
Agreeableness White/Euro-American 52 2.822 0.110
Latino/Hispanic 19 3.145 0.182
Native American 76 2.599 0.091
Conscientiousness White/Euro-American 52 3.486 0.097
Latino/Hispanic 19 3.895 0.161
Native American 76 3.128 0.080
Domain Target Label Self-Impressions
(Figs, 1c & 2a-c)
N Mean SE
Neuroticism White/Euro-American 208 2.894 0.061
Latino/Hispanic 69 2.786 0.106
Native American 169 2.857 0.067
Extraversion White/Euro-American 208 3.262 0.054
Latino/Hispanic 69 3.500 0.094
Native American 169 3.123 0.060
Openness White/Euro-American 208 3.864 0.042
Latino/Hispanic 69 3.861 0.074
Native American 169 3.775 0.047
Agreeableness White/Euro-American 208 3.392 0.058
Latino/Hispanic 69 3.543 0.100
Native American 169 3.590 0.064
Conscientiousness White/Euro-American 208 3.941 0.047
Latino/Hispanic 69 4.029 0.081
Native American 169 3.808 0.052