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Record W6906548781 · doi:10.17605/osf.io/z638k

Youth values in the relationship between ecological predictors and well-being

2025· other· en· W6906548781 on OpenAlexaboutno aff

Bibliographic record

VenueOpen Science Framework · 2025
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsNeighbourhood (mathematics)RecreationMental healthPsychological interventionSubstance useInterpersonal relationshipInterpersonal communicationPositive Youth Development

Abstract

fetched live from OpenAlex

Research has shown that a youth’s ecological context, including their interpersonal relationships and community environment, plays a role in positive youth development. For example, social support from family members, friends, and teachers are associated with higher levels of well-being, and lower levels of mental health challenges and substance use among youth (Alsarrani et al., 2022; Borca et al., 2017; Brown et al., 2024; Pederson et al., 2022). Furthermore, community factors, such as neighbourhood safety, access to green space, and participation in recreational activities, have been found to be associated with these positive outcomes (Marquez et al., 2024; Milfont & Denny, 2017; Pederson et al., 2022; Visser et al., 2021). Youth values is one possible mechanism linking these interpersonal and community contexts with positive youth outcomes: Social and community factors are associated with values (Benish-Weisman, 2024; Dollahite & Marks, 2019; Pastorelli et al., 2021; Suárez-Orozco et al., 2018), which in turn, are associated with well-being, life satisfaction, and substance non-use (Borca et al., 2017; Oishi et al., 1999; Rask et al., 2002). Therefore, the proposed study seeks to consider social (family support, friend support, and teacher support) and community (neighbourhood safety, neighbourhood resources, and extracurricular involvement) predictors of youth well-being, substance use, and mental/physical health symptoms, and whether youth values mediate this relationship. Additionally, the proposed study will investigate whether these relationships differ by gender identity and newcomer status. Understanding the predictors of positive youth outcomes for diverse groups of youth will aid in the development of interventions that seek to promote positive youth development. References: Alsarrani, A., Hunter, R. F., Dunne, L., & Garcia, L. (2022). Association between friendship quality and subjective wellbeing among adolescents: a systematic review. BMC Public Health, 22(1), 2420. https://doi.org/10.1186/s12889-022-14776-4 Benish‐Weisman, M. (2024). “Tell me who your friends are, and I will tell you who you are:” The contribution of peers to adolescents' values. Child Development Perspectives, 18(4), 182–189. DOI: 10.1111/cdep.12510 Borca, G., Rabaglietti, E., Roggero, A., Keller, P., Haak, E., & Begotti, T. (2017). Personal values as a mediator of relations between perceived parental support and control and youth substance use. Substance Use & Misuse, 52(12), 1589–1601. https://doi.org/10.1080/10826084.2017.1293103 Brown, B., Browne, D. T., & Child and Youth Planning Table of Waterloo Region (2024). Youth mental health in a Canadian community sample during COVID-19: Exploring the role of perceived sense of belonging. Journal of Community Psychology, 52(6), 720–738. https://doi.org/10.1002/jcop.23125 Dollahite, D. C., & Marks, L. D. (2019). Positive youth religious and spiritual development: What we have learned from religious families. Religions, 10(10), 548. https://doi.org/10.3390/rel10100548 Marquez, J., Humphrey, N., Black, L., Wozmirska, S. (2024). This is the place: A multi-level analysis of neighbourhood correlates of adolescent wellbeing. Social Psychiatry and Psychiatric Epidemiology, 59, 929–946 (2024). https://doi.org/10.1007/s00127-023-02531-y Milfont, T. L., Denny, S. J. (2017). Everyday environments and quality of life: Positive school and neighborhood environments influence the health and well-being of adolescents. In G. Fleury-Bahi, E. Pol, O. Navarro (Eds.) Handbook of environmental psychology and quality of life research. Springer, Cham. https://doi.org/10.1007/978-3-319-31416-7_20 Oishi S., Diener E.F., Suh E.M. & Lucas R.E. (1999) Value as a moderator in subjective well-being. Journal of Personality, 67, 157–184. Pastorelli, C., Zuffianò, A., Lansford, J. E., Thartori, E., Bornstein, M. H., Chang, L., Deater-Deckard, K., Di Giunta, L., Dodge, K. A., Gurdal, S., Liu, Q., Long, Q., Oburu, P., Skinner, A. T., Sorbring, E., Steinberg, L., Tapanya, S., Uribe Tirado, L. M., Yotanyamaneewong, S., Al-Hassan, S., … Bacchini, D. (2021). Positive youth development: Parental warmth, values, and prosocial behavior in 11 cultural groups. Journal of Youth Development, 16(2-3), 379–401. https://doi.org/10.5195/jyd.2021.1026 Pederson, C.A., Khazvand, S., Clifton, R.L. et al. The relationship between neighborhood safety and adolescent substance use: The role of self-esteem and social support. Journal of Child and Family Studies, 31, 3234–3246 (2022). https://doi.org/10.1007/s10826-022-02452-5 Suárez-Orozco, C., Motti-Stefanidi, F., Marks, A., & Katsiaficas, D. (2018). An integrative risk and resilience model for understanding the adaptation of immigrant-origin children and youth. American Psychologist, 73(6), 781-796. https://doi.org/10.1037/amp0000265 Visser, K., Bolt, G., Finkenauer, C., Jonker, M., Weinberg, D., & Stevens, G. W. J. M. (2021). Neighbourhood deprivation effects on young people's mental health and well-being: A systematic review of the literature. Social Science & Medicine, 270, 113542. https://doi.org/10.1016/j.socscimed.2020.113542

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 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)0.006
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication, Open science, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.845
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0010.002
Scholarly communication0.0010.000
Open science0.0060.001
Research integrity0.0010.002
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 head0.055
GPT teacher head0.357
Teacher spread0.302 · 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 teacher head, not a consensus.

Study designObservational
Domainnot available
GenreOther

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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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Same venueOpen Science FrameworkFrench-language works237,207