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Record W4223554114 · doi:10.29173/cjfy29803

Characteristics of Teen Families Accessing a Supportive Housing Program

2022· article· en· W4223554114 on OpenAlexvenueno aff
Mélissa Tremblay, Rebecca Gokiert, Karen Mottershead, Jacqueline Pei

Bibliographic record

VenueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse · 2022
Typearticle
Languageen
FieldPsychology
TopicResilience and Mental Health
Canadian institutionsnot available
Fundersnot available
KeywordsPsychologyPsychological resilienceDevelopmental psychologyPopulationSelf-esteemParticipatory action researchDescriptive researchClinical psychologySocial psychologyMedicine

Abstract

fetched live from OpenAlex

There is a need for strength-based research that considers the complex realities of teen families. The purpose of the current study is to provide a springboard for this research by describing the characteristics of teen parents and their children involved in a supportive housing program. We used a community-based participatory research approach with a descriptive design. Teen parent participants completed self-report questionnaires about their relationship with their children, resilience, self-esteem, and parenting attitudes. In addition, the children of teen parents completed standardized assessments of their development. A total of 21 parents (18 mothers and 3 fathers) and 20 children participated. Results indicate that self-esteem and resilience are areas of difficulty for participants. In addition, most parents fell into the medium risk range with respect to the parenting attitudes measured. Of note, few parents fell into the high-risk range on most scales, suggesting that most participants have the foundation for successful parenting across the areas measured. Results also show that the majority of participants are demonstrating typical attachment, discipline practices, involvement, parenting confidence, and relational frustration. An area of particular strength for participants is their involvement with their children. It also appears overall that the children of teen parents are developing on a fairly typical trajectory that is reflective of the general population. This study reinforces the heterogeneity of teen families, with teen parents and their children showing different areas of strengths and challenges across the domains measured. Based on our findings, we discuss implications for research, policy, and practice.

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)0.004
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 score0.982
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
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 head0.027
GPT teacher head0.336
Teacher spread0.310 · 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

Citations1
Published2022
Admission routes1
Has abstractyes

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