MétaCan
Menu
Back to cohort
Record W3190968928 · doi:10.1111/cfs.12869

Negotiating child agency in childcare practices among immigrant families

2021· article· en· W3190968928 on OpenAlexafffundabout
Emilia Gonzalez, Mónica Ruiz‐Casares

Bibliographic record

VenueChild & Family Social Work · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicEarly Childhood Education and Development
Canadian institutionsInstitute of Health Services and Policy ResearchMcGill University
FundersFonds de Recherche du Québec - SantéSocial Sciences and Humanities Research Council of Canada
KeywordsAgency (philosophy)ImmigrationNegotiationContext (archaeology)Focus groupSociologyGender studiesPolitical scienceSocial psychologyPsychologyGeographySocial science

Abstract

fetched live from OpenAlex

Abstract In the context of migration, different perspectives of child agency can influence childcare practices and may create tensions within families and in the host society. This study explores the individual, relational, environmental, and cultural factors that influence how child agency is understood and exercised within immigrant households. Focus group discussions were conducted with first‐ and second‐generation immigrant children (12‐ to 17‐year‐old) (N = 46) and parents (N = 19) from South‐Asia, Latin‐America and the Caribbean in Montreal. Our findings suggest that children exercise agency by taking actions to ensure their own safety and contributing to their families' needs. Moreover, we found that negotiating children's agency is influenced by the nature of the parent–child relationship, the material and social resources available to the family, and the perceived and lived experiences of authority and safety in the host society. This study advances our understanding of how immigrant children contribute to their families and the role that contextual factors play in shaping, promoting and hindering child agency. Policy makers and service providers in host societies should consider the perspectives of immigrant children and parents in order to develop a more culturally responsive understanding of the elements and processes that influence childcare and supervision practices of immigrant families.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.062
Threshold uncertainty score0.123

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.003
Scholarly communication0.0020.001
Open science0.0000.002
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 head0.023
GPT teacher head0.301
Teacher spread0.278 · 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 designObservational
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

Citations10
Published2021
Admission routes3
Has abstractyes

Explore more

Same venueChild & Family Social WorkSame topicEarly Childhood Education and DevelopmentFrench-language works237,207