
C. M. BROWN ET AL.
In order to test the hypothesized model, the bootstrap method
was utilized (Preacher & Hayes, 2008) in SPSS version 19.0.
The bootstrap method is a non-parametric statistical approach
in which cases from the original data set are randomly re-sa-
mpled with replacement, which re-estimates the sampling dis-
tribution of the indirect effect (i.e., the a path multiplied by the
b path). This re-sampling process is repeated thousands of times
(in our study, it was repeated 5,000 times), which creates an
estimate of the sampling distribution of the indirect effect. The
estimate is presented via confidence intervals. If zero is not
contained within the upper and lower confidence intervals, the
indirect effect is considered significant. The bootstrap method
has advantages over other methods of testing mediation (Shrout
& Bolger, 2002), as it 1) does not compromise statistical power
with multiple tests (Baron & Kenny, 1986); 2) does not hold
the assumption of a normal distribution of the data (Sobel, 1982,
1986); and 3) is the preferred approach for small-to-medium
sample sizes.
Before testing the hypothesized model, the demographic va-
riables [age, gender, familial country of origin, and country of
birth (US or not)] were correlated with the dependent variable,
self-esteem. Two of the demographic variables were correlated
with higher self-esteem: age (r = .29, p = .002) and male gender
(r = –.20, p = .04). Therefore, both age and gender were con-
trolled for in the model testing.
The results of the model testing revealed that the model was
significant (p = .001), with an R2 value of .15. Zero was not
contained within the upper (.0052) and lower (.0869) confiden-
ce intervals of the indirect effect. Therefore, the indirect effect
was significant, and the hypothesis was supported: Perceiving
more frequent cultural socialization-pluralism from parents in-
directly led to higher self-esteem via stronger ethnic identity.
Discussion
The purpose of the present study was to extend Tran and
Lee’s (2010) research in two ways. First, Tran and Lee’s de-
pendent variable, social competence, was replaced with self-es-
teem. Second, the model was tested among Asian American
emerging adults, not late adolescents. The present study hy-
pothesized that perceiving more frequent messages of cultural
socialization-pluralism from parents would indirectly lead to
higher self-esteem via stronger ethnic identity. Based on model
testing via the bootstrap method (Preacher & Hayes, 2008), the
hypothesis was supported.
The findings of the present study suggest that perceived cul-
tural socialization-pluralism has an indirect effect not only on
the psychosocial outcome of social competence (Tran & Lee,
2010), but on the psychosocial outcome of self-esteem as well.
Further, the findings of the present study suggest that the indi-
rect effect of perceived ethnic-racial socialization on psychoso-
cial outcomes may be a phenomenon that is relevant not only
for Asian American late adolescents, but also for Asian Ameri-
can emerging adults.
The present study has limitations that must be addressed. Fi-
rst, the data are entirely correlational and, therefore, conclusions
about causality cannot be made. Second, there is no perspective
from the participants’ parents, which prevents capturing a lar-
ger picture of the socialization processes within the partici-
pants’ families. Third, the sample combined Asian American
ethnic groups. This is similar to the approach taken by Tran and
Lee (2010), as the researchers also combined the Asian Ameri-
can ethnic groups in their study. However, in the future, resea-
rchers should aim to look at distinct Asian American ethnic
groups without aggregation.
The present study contributes to the discussion of the role
that perceived ethnic-racial socialization plays in Asian Ameri-
cans’ positive development. Further, the present study contrib-
utes to the limited research on ethnic-racial socialization among
Asian American families. In the future, researchers might con-
sider looking at the indirect effects of additional ethnic-racial
socialization dimensions (e.g., preparation for bias) on psycho-
social outcomes beyond social competence and self-esteem.
Further, longitudinal studies in this area should be considered.
Acknowledgements
The authors thank Rachel Cook of Agnes Scott College for
her assistance with this paper.
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