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Record W4381615051 · doi:10.1037/cdp0000605

Ethnic-racial identity and ethnic-racial socialization competency: How minoritized parents “walk the talk”.

2023· article· en· W4381615051 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueCultural Diversity & Ethnic Minority Psychology · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicRacial and Ethnic Identity Research
Canadian institutionsMcGill University
Fundersnot available
KeywordsSocializationPsychologyEthnic groupCompetence (human resources)PsychosocialSocial psychologyDevelopmental psychologyPerceptionSociology

Abstract

fetched live from OpenAlex

OBJECTIVES: Ethnic-racial identity (ERI) has important implications for individual psychosocial functioning as well as familial processes. For example, parents' ERI can shape children's developmental contexts through ethnic-racial socialization (ERS). Yet, existing research has tended to focus on the content or frequency of socialization messages themselves rather than on internal factors like socialization competence. Such competence, as reflected through confidence, skills, and stress, represents critical dimensions that permeate the socialization process and can impact the delivery of messages. The present study examines whether parents' ERI (i.e., private regard, centrality, exploration) is related to perceptions of their socialization competence. METHOD: = 9.14, 59.70% mothers) of adolescents between the ages of 10-18 were collected via Qualtrics panels. RESULTS: Across all parents, private regard, centrality, and ethnic-racial exploration were positively associated with perceived confidence and skills in engaging in ERS. Regard was additionally associated with lower socialization stress. CONCLUSIONS: The results point to consistent benefits of ERI in helping parents navigate ERS, furthering the understanding of ERI's developmental implications through parents' comfort with and ability to "walk the talk" with their children. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.814
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.003
Science and technology studies0.0050.004
Scholarly communication0.0000.002
Open science0.0020.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.231
GPT teacher head0.459
Teacher spread0.228 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it