# Neighborhood level factors and use of cigarettes, cannabis and e-cigarettes: A population-based study among Canadian adults

**Authors:** Truman Fraser Wood, Trevor J.B. Dummer, Cheryl E. Peters, Rachel A. Murphy

PMC · DOI: 10.1371/journal.pone.0320035 · PLOS One · 2025-11-24

## TL;DR

This study explores how neighborhood characteristics in Canada influence the use of cigarettes, cannabis, and e-cigarettes among adults.

## Contribution

The study identifies neighborhood-level factors that are associated with substance use, expanding beyond individual-level influences.

## Key findings

- Neighborhood material and social deprivation are linked to higher odds of using cigarettes, cannabis, and e-cigarettes.
- Living in gentrified neighborhoods increases the odds of substance use.
- Neighborhoods with high proportions of immigrants and visible minorities show lower odds of substance use.

## Abstract

Despite public health efforts, use of legal substances such as cigarettes, cannabis and e-cigarettes are common in Canada. Most policies focus on individual level factors, which do not account for possible influences of the environments to which people belong (i.e., neighborhoods). This study aimed to identify neighborhood-level risk factors for use of cigarettes, cannabis and e-cigarettes in the Canadian Partnership for Tomorrow’s Health cohort. Participants completed questionnaires on demographics and health behaviors including recent (30-day) use of cigarettes, cannabis and e-cigarettes. Geospatial neighborhood-level measures: deprivation, gentrification, household security, labor force participation, immigration and visible minority proportion were linked via postal codes. Regression models were built to understand associations between substance use and neighborhood factors. Neighborhood material deprivation, social deprivation, and household insecurity were positively associated with odds of using cigarettes, cannabis, and e-cigarettes. Odds of using these substances was higher for participants living in gentrified neighborhoods. Lower odds of cigarette, cannabis, and e-cigarette use were found for participants living in neighborhoods with a high proportion of recent immigrants and/or visible minorities. Evidence from this study suggests interventions aimed at reducing or preventing substance use should be multidimensional, encompassing strategies directed at both individuals and neighborhoods.

## Full-text entities

- **Diseases:** substance use (MESH:D019966)

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12643273/full.md

## References

49 references — full list in the complete paper: https://tomesphere.com/paper/PMC12643273/full.md

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Source: https://tomesphere.com/paper/PMC12643273