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Record W4406916754 · doi:10.1111/famp.13095

The talk and walk in Black families: Exploring racial socialization content and competency in the context of parental worries about racial profiling and adolescents' internalizing outcomes

2025· article· en· W4406916754 on OpenAlexaff
Farzana T. Saleem, N. Keita Christophe, Nkemka Anyiwo, Donte L. Bernard, Shawn C. T. Jones, Riana Elyse Anderson, Gabriela L. Stein, Lisa Kiang

Bibliographic record

VenueFamily Process · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicRacial and Ethnic Identity Research
Canadian institutionsMcGill University
FundersNational Institute on Minority Health and Health Disparities
KeywordsPsychologyStressorRacismWorrySocializationDevelopmental psychologyClinical psychologyAnxietyPsychiatry

Abstract

fetched live from OpenAlex

Abstract Although many parents worry that their child will be the target of racial profiling, there is a dearth of literature on how parental worries about children facing racism are linked to racial socialization (RS) practices and youth internalizing symptoms. Additionally, it is unclear how RS content relative to competency may uniquely influence whether and how parental worries influence youth internalizing outcomes. Using data from 203 Black parents (Mage = 44.099, 68% mothers) of adolescents, the current study examines the direct effects of parental worries on RS content (cultural socialization, preparation for bias, and promotion of mistrust) and competency (confidence, skills, general stress, and call to action stress) on youth internalizing outcomes, as well as whether RS content and competency indirectly links parental worries about racial profiling with youth internalizing symptoms. Parental worries were positively related to greater RS content across domains and child internalizing symptoms, but there were no indirect links. Parents' worries about racial profiling were positively associated with more call to action stress, general stress, and youth internalizing symptoms. RS confidence and general stress were associated with fewer and greater internalizing symptoms, but there were similarly no significant indirect effects. Findings speak to supporting and addressing parental stress in the context of family racial worries and child adjustment and have implications for policy efforts to dismantle racism and fund programs that support youth and caregivers in managing the ongoing consequences of this insidious stressor.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.038
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.074
GPT teacher head0.363
Teacher spread0.290 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

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