Despite growing support for the role of ethnic-racial socialization in minority youth development, no integrative research previously examined the practical significance of parental ethnic-racial socialization on minority youth's psychological and behavioral well-being. This meta-analysis synthesizes the existing literature across 102 empirical studies. The authors examined the nuanced ways in which specific dimensions of parental ethnic-racial socialization operate to influence development in youth of color.
Scalar invariance is an unachievable ideal that in practice can only be approximated; often using potentially questionable approaches such as partial invariance based on a stepwise selection of parameter estimates with large modification indices. Study 1 demonstrates an extension of the power and flexibility of the alignment approach for comparing latent factor means in large-scale studies (30 OECD countries, 8 factors, 44 items, N = 249,840), for which scalar invariance is typically not supported in the traditional confirmatory factor analysis approach to measurement invariance (CFA-MI). Importantly, we introduce an alignment-within-CFA (AwC) approach, transforming alignment from a largely exploratory tool into a confirmatory tool, and enabling analyses that previously have not been possible with alignment (testing the invariance of uniquenesses and factor variances/covariances; multiple-group MIMIC models; contrasts on latent means) and structural equation models more generally. Specifically, it also allowed a comparison of gender differences in a 30-country MIMIC AwC (i.e., a SEM with gender as a covariate) and a 60-group AwC CFA (i.e., 30 countries × 2 genders) analysis. Study 2, a simulation study following up issues raised in Study 1, showed that latent means were more accurately estimated with alignment than with the scalar CFA-MI, and particularly with partial invariance scalar models based on the heavily criticized stepwise selection strategy. In summary, alignment augmented by AwC provides applied researchers from diverse disciplines considerable flexibility to address substantively important issues when the traditional CFA-MI scalar model does not fit the data. (PsycINFO Database Record
Despite increasing empirical research documenting the association between parental ethnic-racial socialization and youth of color's psychosocial well-being, evidence on the extent to which ethnic-racial socialization practices are linked to youth outcomes and potential variation in these relations remains equivocal. In the current study, a meta-analysis of 102 studies with 803 effect sizes and 27,221 participants reveals that overall ethnic-racial socialization was positively, albeit modestly, associated with self-perceptions, interpersonal relationship quality, and internalizing behavior. Ethnic-racial socialization's overall association with externalizing behavior was nonsignificant. Moreover, ethnic-racial socialization's connection to psychosocial outcomes varied by the subtype that parents used, the developmental stage and race/ethnicity of the target child, and the reporter of ethnic-racial socialization. In particular, cultural socialization was positively associated with self-perceptions and interpersonal relationship quality, and negatively associated with externalizing behaviors. In addition, ethnic-racial socialization's positive association with self-perceptions was strongest in early adolescence and among African American youth. These findings underscore the complexity of parental ethnic-racial socialization practices and the need for a nuanced perspective on it. Implications for parenting practices and future research are discussed.
This study extends the classic constructive dialogue/debate between self-concept and self-efficacy researchers (Marsh, Roche, Pajares & Miller, 1997) regarding the distinctions between these two constructs. The study is a substantive-methodological synergy, bringing together new substantive, theoretical and statistical models, and developing new tests of the classic jingle-jangle fallacy. We demonstrate that in a representative sample of 3,350 students from math classes in 43 German schools, generalized math selfefficacy and math outcome expectancies were indistinguishable from math self-concept, but were distinct from test-related and functional measures of self-efficacy. This is consistent with the jingle-jangle fallacies that are proposed. On the basis of pre-test-variables, we demonstrate negative frame-of-reference effects in social (big-fish-little-pond effect) and dimensional (internal/external frame-of-reference effect) comparisons for three self-concept-like constructs in each of the first four years of secondary school. In contrast, none of the frame-of-reference effects were significantly negative for either of the two self-efficacy-like constructs in any of the four years of testing. After controlling for pre-test variables, each of the three self-concept-like constructs (math self-concept, outcome expectancy, and generalized math self-efficacy) in each of the four years of secondary school was more strongly related to post-test outcomes (school grades, test scores, future aspirations) than were the corresponding two self-efficacy-like factors. Extending discussion by Marsh et al. (1997) we clarify distinctions between self-efficacy and self-concept; the role of evaluation, worthiness, and outcome expectancy in self-efficacy measures; and complications in generalized and global measures of selfefficacy. Educational Impact and Implications Statement Positive self-beliefs are a central construct in educational psychology, and self-concept and self-efficacy are the most widely-used and theoretically important representations of positive self-beliefs. In Educational Psychology, much effort has been expended in trying to distinguish between self-concept and self-efficacy. Nevertheless, in practice and theory the distinction remains murky. We critique previous conceptual attempts to distinguish the two constructs-arguing against some distinctions that have been offered in the past, and offering some new theoretical distinctions and new empirical approaches to testing support for these distinctions.
Our newly proposed integrated academic self-concept model integrates 3 major theories of academic self-concept formation and developmental perspectives into a unified conceptual and methodological framework. Relations among math self-concept (MSC), school grades, test scores, and school-level contextual effects over 6 years, from the end of primary school through the first 5 years of secondary school (a representative sample of 3,370 German students, 42 secondary schools, 50% male, M age at grade 5 = 11.75) support the (1) internal/external frame of reference model: Math school grades had positive effects on MSC, but the effects of German grades were negative; (2) reciprocal effects (longitudinal panel) model: MSC was predictive of and predicted by math test scores and school grades; (3) big-fish-little-pond effect: The effects on MSC were negative for school-average achievement based on 4 indicators (primary school grades in math and German, school-track prior to the start of secondary school, math test scores in the first year of secondary school). Results for all 3 theoretical models were consistent across the 5 secondary school years: This supports the prediction of developmental equilibrium. This integration highlights the robustness of support over the potentially volatile early to middle adolescent period; the interconnectedness and complementarity of 3 ASC models; their counterbalancing strengths and weaknesses; and new theoretical, developmental, and substantive implications at their intersections. (PsycINFO Database Record
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