Evidence map›Paper›PMID 41087547›Full record

ArticlePediatric research2026

School engagement and mental health in adolescence: longitudinal and bidirectional relationships.

Jacquelin Rankine, Robert W S Coulter, Alison Culyba, Elizabeth Miller, Galen Switzer, Guadalupe Arellano, Erin Yoshida-Ehrmann, Rebecca Dudovitz

Abstract read
In one paragraph

Article in Pediatric research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Jacquelin RankineUniversity of Pittsburgh School of Medicine, Pittsburgh, PA, USA. jacquelin.rankine@chp.edu.ORCID http://orcid.org/0000-0002-8072-6762
Robert W S CoulterUniversity of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Alison CulybaUniversity of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Elizabeth MillerUniversity of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Galen SwitzerUniversity of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Guadalupe ArellanoLos Angeles Unified School District, Los Angeles, CA, USA.
Erin Yoshida-EhrmannLos Angeles Unified School District, Los Angeles, CA, USA.
Rebecca DudovitzDavid Geffen School of Medicine at UCLA, Los Angeles, CA, USA.

Funding

Institutional Career Development CoreKL2TR001856 · NCATS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI RAY, KRISTIN N, RUBIO, DORIS M · 2016 to 2025
$13.8M
Research Training Program for Pediatric Subspecialty FellowsT32HD071834 · NICHD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI TERENCE S. DERMODY · 2013 to 2026
$4.7M
Adolescent Research in Community Postdoctoral Training ProgramT32HD087162 · NICHD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI MILLER, ELIZABETH · 2016 to 2020
$1.2M
Leveraging School Environments to Shape Social Networks and Reduce Adolescent Substance Use-- A Pilot Randomized Trial of a Social Network InterventionK23DA040733 · NIDA · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI DUDOVITZ, REBECCA N · 2016 to 2020
$1.1M
Supporting Social Connections and Social Infrastructure to Address Youth ViolenceK23HD098277 · NICHD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI CULYBA, ALISON J. · 2019 to 2023
$860k
Developing and Piloting a School Staff-Based Intervention to Reduce Alcohol and Drug Use Among Sexual Minority YouthK01AA027564 · NIAAA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI COULTER, ROBERT W.S. · 2019 to 2023
$744k
NCATS NIH HHS KL2 TR001856NIAAA NIH HHS K01 AA027564NICHD NIH HHS K23 HD098277NICHD NIH HHS T32 HD071834NICHD NIH HHS T32 HD087162NIDA NIH HHS K23 DA040733
6 · The paper itself

Abstract

backgroundSchool engagement and mental health are frequently linked, but within-person associations over time are largely unstudied. Emerging statistical techniques can better gauge how longitudinal changes in school engagement or mental health influence individual-level outcomes.

methodsTwo cohorts of students (recruited in 2017 or 2018) in 5 Los Angeles high schools completed baseline surveys at the high school transition and 3 annual follow-up surveys through 11th grade. Random-intercept cross-lagged panel models explored the strength and directionality of associations between school engagement (Student Engagement Instrument) and mental health (Mental Health Inventory).

resultsAmong 431 participants, we observed between-person and within-person correlations between school engagement and mental health. Autoregressive effects of school engagement and mental health on future levels of these variables were identified, with more consistent effects in late high school. A single cross-lagged effect from mental health to school engagement across the high school transition was identified.

conclusionDecreased school engagement may signal corresponding cross-sectional changes in mental health, presenting opportunities for monitoring and intervention. Changes in school engagement or mental health may influence later within-person changes in these constructs, but associations are likely weaker and less consistent than previously assumed based on techniques that conflate between-person and within-person effects. IMPACT: This study assesses bidirectional and longitudinal relationships between school engagement and mental health among rising high school students. Both school engagement and mental health impacted future levels of these variables with stronger effects observed in the later high school years. Relationships between school engagement and mental health were less frequently observed than in prior studies, with an effect of mental health on future school engagement seen only across the high school transition. Interventions that promote both school engagement and mental health may be particularly beneficial, and the high school transition may be a promising time to leverage these.

Indexed as

Mental HealthSchoolsStudentsAdolescentCross-Sectional StudiesFemaleHumansLongitudinal StudiesLos AngelesMaleSurveys and Questionnaires

Identifiers

PMID41087547
PMCPMC13289795

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.