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Updated: Apr 1, 2026

Measuring Delay Discounting in Humans Using an Adjusting Amount Task
Published on: January 9, 2016
How do trait self-control constructs and discounting relate to each other and to modifiable risk factors for
Lili L Kókai1,2, Diarmaid T Ó Ceallaigh3, Anne I Wijtzes4
1Department of Public Health, Erasmus MC, Dr. Molewaterplein 40, 3015 GD, Rotterdam, The Netherlands. lili.kokai@wur.nl.
Purpose:
This study examines how different trait self-control constructs and discounting relate to each other and to modifiable behavioral and cardiometabolic risk factors for cardiovascular disease (CVD). Data from 8453 adults (18-65 years) participating in the Lifelines Cohort and the LIFESTYLE Study were analyzed. Participants self-reported on trait self-control constructs (Brief Self-Control Scale Short-form, Grit Scale Short-form, Delaying Gratification Inventory Short-form, Abbreviated Impulsiveness Scale, Risk Propensity Scale), delay discounting (exponential discounting and present bias parameters of the quasi-hyperbolic discount model elicited using choice lists), probability discounting (risk premium elicited using a certainty equivalent task), physical activity, sedentary behavior, fat and sugar intake, and sleep duration. Body mass index, waist-hip ratio, and pulse pressure were measured during a Lifelines clinic visit.
Results:
Measures of trait self-control constructs showed moderate correlations with each other, and very weak correlations with discounting measures. Discounting measures correlated (very) weakly with each other. Regression analyses showed that the Brief Self-Control Scale Short-form, Grit Scale Short-form, and Delaying Gratification Inventory Short-form were significantly associated with all of studied outcomes in the expected direction-higher self-control linked to better health outcomes. Other trait self-control construct and discounting measures demonstrated weaker associations. Allowing measures to group into factors did not improve predictive power.
Conclusion:
Trait self-control constructs and discounting are very weakly to moderately related, suggesting they represent distinct facets of a broader construct. Certain trait self-control constructs are important predictors of CVD risk, highlighting potential targets for interventions aimed at improving cardiovascular health.
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