A Multilevel Prevention Program for Depressive and Anxious Symptoms: Factors That Influence Decisions to Participate and Efficacy

The rise in depressive and anxious symptoms in postsecondary students has marked a significant increase in demand for mental services. In a context of limited resources, multilevel approaches are recommended. The present study examines the predictive link between demographic factors, depressive and anxious symptoms, and acquired learning, following a universal prevention (UP) intervention, and the choice to actively participate or not in a targeted prevention (TP) intervention. The study utilized binary logistic regression and focused on 967 symptomatic postsecondary students. Results showed that higher weekly work hours diminished the likelihood of participating, whereas higher academic goals increased the likelihood. In addition, we examined whether baseline sociodemographic factors moderated the efficacy of the TP intervention. Mother's education level was a significant moderator but not weekly work hours, study hours, or grades. The current study highlights the varied ways in which sociodemographic characteristics influence participation and efficacy of prevention interventions.

Authors

Institutions

Publication Details

Journal
Health Education & Behavior
Published
2025-10-27
DOI
https://doi.org/10.1177/10901981251382081
Primary Topic
Child and Adolescent Psychosocial and Emotional Development
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Multilevel Prevention Program for Depressive and Anxious Symptoms: Factors That Influence Decisions to Participate and Efficacy

Diane Marcotte, Claire J. Starrs
Health Education & Behavior
Child and Adolescent Psychosocial and Emotional Development
article

A Multilevel Prevention Program for Depressive and Anxious Symptoms: Factors That Influence Decisions to Participate and Efficacy

Diane Marcotte, Claire J. Starrs
article en

Abstract

The rise in depressive and anxious symptoms in postsecondary students has marked a significant increase in demand for mental services. In a context of limited resources, multilevel approaches are recommended. The present study examines the predictive link between demographic factors, depressive and anxious symptoms, and acquired learning, following a universal prevention (UP) intervention, and the choice to actively participate or not in a targeted prevention (TP) intervention. The study utilized binary logistic regression and focused on 967 symptomatic postsecondary students. Results showed that higher weekly work hours diminished the likelihood of participating, whereas higher academic goals increased the likelihood. In addition, we examined whether baseline sociodemographic factors moderated the efficacy of the TP intervention. Mother's education level was a significant moderator but not weekly work hours, study hours, or grades. The current study highlights the varied ways in which sociodemographic characteristics influence participation and efficacy of prevention interventions.

Health Education & Behavior
Université du Québec à Montréal (CA)
Openalex Percentile: Top 57%
Child and Adolescent Psychosocial and Emotional Development
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Multilevel Prevention Program for Depressive and Anxious Symptoms: Factors That Influence Decisions to Participate and Efficacy — Diane Marcotte, Claire J. Starrs · Health Education & Behavior (2025) | TGRS Research Map | TGRS