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Record W3021858602 · doi:10.1111/famp.12542

The Social Ecology of Parental Monitoring: Parent–Child Dynamics in a High‐Risk Peruvian Neighborhood

2020· article· en· W3021858602 on OpenAlexaff
Katherine W. Pizarro, Pamela J. Surkan, Inés V. Bustamante

Bibliographic record

VenueFamily Process · 2020
Typearticle
Languageen
FieldPsychology
TopicChild and Adolescent Psychosocial and Emotional Development
Canadian institutionsMcGill University
Fundersnot available
KeywordsPsychologyDevelopmental psychologyFeelingFocus groupSociocultural evolutionAffectionPerceptionSocial psychologyDynamics (music)Sociology

Abstract

fetched live from OpenAlex

While parental monitoring is understood to protect adolescents from engaging in risk behaviors, little is known about how the family dynamics involved in parental monitoring differ across sociocultural contexts. We sought to gain an in-depth understanding of parent-child relationship dynamics and parental knowledge of adolescents' activities in an urban Peruvian neighborhood with high levels of crime and adolescent substance use. We conducted 15 in-depth interviews and two focus groups with adolescents and 12 in-depth interviews with mothers sampled from a secondary school in Callao, Peru. Our findings emphasize the importance of parent-child confianza (trust) as a foundation for parental awareness of adolescents' lives and activities. Participants in our sample characterized confianza as encouraging adolescent disclosure and shaping how parental solicitation and rules were interpreted by adolescents. Participants described how confianza was rooted in features of the parent-child relationship, including shared parent-child time, parental affection, adolescent perceptions of parents' ability to give good advice, and awareness of how parents would react to delicate topics. Participants linked these family dynamics, in turn, to economic hardship, parental feelings of sacrifice and stress, perceptions of neighborhood risk, and gender norms limiting fathers' involvement in caregiving. Results have implications for the planning and adaptation of family-based prevention programs for use in high-risk contexts in Latin America.

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)0.001
metaresearch head score (Gemma)0.002
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.292
Teacher spread0.269 · 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

Citations3
Published2020
Admission routes1
Has abstractyes

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