Investigating the association between school substance programs and student substance use: accounting for informative cluster size

When ICS is present in clustered school data, weighted and unweighted analyses may produce different results. Care is needed to investigate the relationship between cluster size and the outcome, and use appropriate methods for analysis. Certain substance programs may influence student behaviour in other substances, highlighting the need for a multivariate analytical approach when studying the use of substances by adolescents.

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Publication Details

Journal
Epidemiologic Methods
Published
2025-01-01
DOI
https://doi.org/10.1515/em-2024-0028
Primary Topic
Smoking Behavior and Cessation
Type
article
Field-Weighted Citation Impact
0.00

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article

Investigating the association between school substance programs and student substance use: accounting for informative cluster size

Aya Mitani, Scott T. Leatherdale, Karen A. Patte, Yushu Zou
Epidemiologic Methods
Smoking Behavior and Cessation
article

Investigating the association between school substance programs and student substance use: accounting for informative cluster size

Aya Mitani, Scott T. Leatherdale, Karen A. Patte, Yushu Zou
article en

Abstract

When ICS is present in clustered school data, weighted and unweighted analyses may produce different results. Care is needed to investigate the relationship between cluster size and the outcome, and use appropriate methods for analysis. Certain substance programs may influence student behaviour in other substances, highlighting the need for a multivariate analytical approach when studying the use of substances by adolescents.

Epidemiologic MethodsVol. 14(1)
University of Waterloo (CA), University of Toronto (CA), Brock University (CA), Public Health Ontario (CA)
Natural Sciences and Engineering Research Council of Canada, Institute of Population and Public Health
Openalex Percentile: Top 72%
Smoking Behavior and Cessation
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Investigating the association between school substance programs and student substance use: accounting for informative cluster size — Aya Mitani, Scott T. Leatherdale, et al. · Epidemiologic Methods (2025) | TGRS Research Map | TGRS