1. Clustering of behavioral economic biases in decision-making and risk for cigarette smoking and other substance use in women and men.
- Author
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Thrailkill EA, DeSarno M, and Higgins ST
- Subjects
- Humans, Male, Female, Adult, Surveys and Questionnaires, Middle Aged, United States epidemiology, Economics, Behavioral, Sex Factors, Delay Discounting, Risk-Taking, Substance-Related Disorders epidemiology, Substance-Related Disorders psychology, Cigarette Smoking psychology, Cigarette Smoking epidemiology, Decision Making
- Abstract
Background: Low loss aversion (LA) and high delay discounting (DD) are behavioral-economic decision-making biases that independently predict cigarette smoking and other risky substance use. Here we examine (1) whether low-LA and high-DD co-occur, (2) does co-occurrence increase the odds of current smoking and other substance use compared to only low-LA, high-DD, or neither; and (3) potential gender differences in these associations., Method: Data are from five studies with U.S. adults who currently smoked or never-smoked cigarettes recruited using online convenience sampling matching on gender and education. Participants completed identical sociodemographic, substance use (cigarette, other drugs, alcohol), and LA (hypothetical 50-50 gambles) and DD (monetary-choice questionnaire) measures. LA and DD scores were dichotomized as low and high using Receiver-Operating-Characteristic Curve logistic regression., Results: LA and DD each independently predicted substance use and with few exceptions were not influenced by gender. Low-LA compared to high-LA predicted two-fold greater odds of co-occurring high-DD (AOR = 2.120, 95%CI:1.749-2.571, p < .0001). Similarly, high-DD compared to low DD predicted two-fold greater odds of low-LA (AOR = 2.118, 95%CI:1.747-2.568, p < .0001). Among those with co-occurring low-LA and high-DD, odds of substance use were 5-10 times greater than those exhibiting neither, and 2-3 times greater than those exhibiting only low-LA or high-DD., Conclusions: Low-LA and high-DD cluster in women and men such that exhibiting one of these decision-making biases doubles the odds of exhibiting the other. These results demonstrate reliable clustering of low-LA and high-DD and a striking increase in risk for substance use relative to having only one or neither decision-making bias., Competing Interests: Declaration of competing interest Funding was provided by a Mentored Research Scientist Development award (K01-DA044456 to E.A.T.) from the National Institute on Drug Abuse, Tobacco Centers of Regulatory Science award (U54-DA036114 to S.T.H.) from the National Institute on Drug Abuse and Food and Drug Administration, and Centers of Biomedical Research Excellence award (P30-GM149331 to S.T.H.) from the National Institute on General Medical Sciences. The content of this report is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health or Food and Drug Administration. The authors declare no conflicts of interest. The author [Stephen Higgins] is an Editorial Board Member/Editor-in-Chief/Associate Editor/Guest Editor for Preventive Medicine and was not involved in the editorial review or the decision to publish this article., (Copyright © 2024 Elsevier Inc. All rights reserved.)
- Published
- 2024
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