Evidence map›Paper›PMID 41915354›Full record

ArticleJournal of behavioral medicine2026

How do trait self-control constructs and discounting relate to each other and to modifiable risk factors for cardiovascular disease?

Lili L Kókai, Diarmaid T Ó Ceallaigh, Anne I Wijtzes, Joost Oude Groeniger, Kirsten I M Rohde, Hans van Kippersluis, Alex Burdorf

Abstract read
In one paragraph

Article in Journal of behavioral medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Lili L KókaiDepartment of Public Health, Erasmus MC, Dr. Molewaterplein 40, 3015 GD, Rotterdam, The Netherlands. lili.kokai@wur.nl.ORCID 0000-0003-1960-3939
Diarmaid T Ó CeallaighDepartment of Economics, Maynooth University, Co. Kildare, Maynooth, Ireland.ORCID 0000-0002-5228-6739
Anne I WijtzesErasmus University Rotterdam, Burgemeester Oudlaan 50, 3062 PA, Rotterdam, The Netherlands.ORCID 0000-0001-8335-6106
Joost Oude GroenigerDepartment of Public Health, Erasmus MC, Dr. Molewaterplein 40, 3015 GD, Rotterdam, The Netherlands.ORCID 0000-0002-0691-1679
Kirsten I M RohdeSchool of Business and Economics, Maastricht University, Tongersestraat 53, 6211 LM, Maastricht, The Netherlands.ORCID 0000-0002-0222-7474
Hans van KippersluisErasmus University Rotterdam, Burgemeester Oudlaan 50, 3062 PA, Rotterdam, The Netherlands.ORCID 0000-0003-3297-5059
Alex BurdorfDepartment of Public Health, Erasmus MC, Dr. Molewaterplein 40, 3015 GD, Rotterdam, The Netherlands.ORCID 0000-0003-3129-2862

Funding

Erasmus University Rotterdam, Smarter Choices for Better Health Initiative (Action Line Prevention) 108348
6 · The paper itself

Abstract

purposeThis 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.

resultsMeasures 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.

conclusionTrait 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.

Indexed as

Cardiovascular DiseasesDelay DiscountingPersonalitySelf-ControlAdolescentAdultAgedFemaleHeart Disease Risk FactorsHumansImpulsive BehaviorMaleMiddle AgedRisk FactorsYoung AdultBehavioral riskCardio metabolic riskCardiovascular healthDelay discountingProbability discountingTrait self-control constructs

Identifiers

PMID41915354
PMCPMC13303321

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.