The role of risk tolerance as a mediator between household income and tobacco and alcohol use among mid-life adults in the United States

The objective of this study was to estimate the association between household income and tobacco and alcohol use and to measure the mediation effect risk tolerance – as measured across seven domains (driving, financial matters, occupational, health, faith in people, romantic relationships and major life change) – in describing tobacco and alcohol use. Findings from this study, based on data from the 2012 National Longitudinal Survey of Youth, provide insights into the relationship between health-related risk-taking behaviors and socioeconomic household-level outcomes. Regression and mediation tests showed that risk tolerance plays a significant role in describing smoking and drinking behaviors. A key finding from the study suggests that risk tolerance mediates (and sometimes suppresses) the income effect on smoking and drinking behaviors. Results from this study provide information that researchers, educators and policymakers can use to better understand the association between health behavior and socioeconomic status when attempting to combat chronic disease.

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Publication Details

Journal
Review of Behavioral Economics
Published
2026-06-12
DOI
https://doi.org/10.1108/rbe-07-2024-0242
Primary Topic
Smoking Behavior and Cessation
Type
article
Field-Weighted Citation Impact
0.00
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article

The role of risk tolerance as a mediator between household income and tobacco and alcohol use among mid-life adults in the United States

Eun Jin Kwak, John E. Grable
Review of Behavioral Economics
Smoking Behavior and Cessation
article

The role of risk tolerance as a mediator between household income and tobacco and alcohol use among mid-life adults in the United States

Eun Jin Kwak, John E. Grable
article en

Abstract

The objective of this study was to estimate the association between household income and tobacco and alcohol use and to measure the mediation effect risk tolerance – as measured across seven domains (driving, financial matters, occupational, health, faith in people, romantic relationships and major life change) – in describing tobacco and alcohol use. Findings from this study, based on data from the 2012 National Longitudinal Survey of Youth, provide insights into the relationship between health-related risk-taking behaviors and socioeconomic household-level outcomes. Regression and mediation tests showed that risk tolerance plays a significant role in describing smoking and drinking behaviors. A key finding from the study suggests that risk tolerance mediates (and sometimes suppresses) the income effect on smoking and drinking behaviors. Results from this study provide information that researchers, educators and policymakers can use to better understand the association between health behavior and socioeconomic status when attempting to combat chronic disease.

Review of Behavioral Economics
University of Wisconsin–Green Bay (US), University of Georgia (US), National Consumer Research Centre (FI)
Good health and well-being
Openalex Percentile: Top 6%
Smoking Behavior and Cessation
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The role of risk tolerance as a mediator between household income and tobacco and alcohol use among mid-life adults in the United States — Eun Jin Kwak, John E. Grable · Review of Behavioral Economics (2026) | TGRS Research Map | TGRS