Evidence map›Paper›PMID 41222758›Full record

ArticleJournal of gambling studies2026

Illusion of Control in Gambling Behavior in a Non-Clinical Sample of Adults Aged 40-75.

Antoine Marques Mourato, Maylis Fontaine, Valérie Le Floch, Magali Bringuier, Céline Bonnaire, Céline Lemercier, Jacques Py, Isabelle Giroux, Isabelle Varescon

Abstract read
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In one paragraph

Article in Journal of gambling studies, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Antoine Marques MouratoLangage, Ergonomie (CLLE), Université de Toulouse - Laboratoire Cognition, Langues, Toulouse, 31058, France. a.marques_mourato@ecole-navale.fr.ORCID http://orcid.org/0000-0002-6967-9133
Maylis FontaineCPFP La Rouatière, Souilhanels, France.ORCID http://orcid.org/0000-0002-4171-2202
Valérie Le FlochLangage, Ergonomie (CLLE), Université de Toulouse - Laboratoire Cognition, Langues, Toulouse, 31058, France.ORCID http://orcid.org/0000-0001-5135-2055
Magali BringuierLangage, Ergonomie (CLLE), Université de Toulouse - Laboratoire Cognition, Langues, Toulouse, 31058, France.ORCID http://orcid.org/0009-0003-6005-9899
Céline BonnaireUniversité Paris Cité - Laboratoire de Psychopathologie et Processus de Santé (LPPS), Boulogne-Billancourt, F92100, France.ORCID http://orcid.org/0000-0001-7162-2657
Céline LemercierLangage, Ergonomie (CLLE), Université de Toulouse - Laboratoire Cognition, Langues, Toulouse, 31058, France.ORCID http://orcid.org/0000-0002-2832-8724
Jacques PyLangage, Ergonomie (CLLE), Université de Toulouse - Laboratoire Cognition, Langues, Toulouse, 31058, France.ORCID http://orcid.org/0000-0002-8595-5855
Isabelle GirouxUniversité Laval - École de Psychologie, Laval, Canada.ORCID http://orcid.org/0000-0001-5311-6195
Isabelle VaresconUniversité Paris Cité - Laboratoire de Psychopathologie et Processus de Santé (LPPS), Boulogne-Billancourt, F92100, France.ORCID http://orcid.org/0000-0002-1122-4662

Funding

Agence Nationale de la Recherche ANR-20-CE36-0013
6 · The paper itself

Abstract

The illusion of control (IoC) is a cognitive distortion implicated in risky and problem gambling. This study aimed to validate a comprehensive IoC measure, the Multi-Dimensional Rating Scale for Illusion of Control in Gambling (EEMDIC), in a large non-clinical sample of adult and aging gamblers, and to clarify how IoC relates to gambling severity, game type, and age. A total of 1,311 participants aged 40-75 completed the EEMDIC, the Problem Gambling Severity Index (PGSI), and questions on gambling habits and sociodemographics. Exploratory (n = 649) and confirmatory (n = 662) factor analyses assessed scale structure. ANOVAs, linear regressions, Mann-Whitney U tests, and Spearman correlations examined associations with game category, PGSI scores, education, occupation, and age. Factor analyses supported a reduced 14-item EEMDIC with four coherent factors: Luck, Skill, Strategy, and Rituals/Superstitious Behaviors. Higher EEMDIC scores, especially on primary-control dimensions (Skill, Strategy), were associated with greater gambling severity and engagement in strategic betting (sports, horse racing). Education correlated negatively with IoC, and occupational differences emerged. Age was modestly but significantly associated with lower IoC: it explained ≈ 2.8% of total variance and 0.9-4.1% across factors. Framing on gains or losses showed no age effect after controlling for PGSI. The EEMDIC is a reliable, multidimensional tool distinguishing primary and secondary control beliefs. Findings link primary-control beliefs to gambling harm and show modest age-related declines in IoC. The scale can inform targeted prevention and tailored interventions across game types and sociodemographic groups.

Indexed as

Behavior, AddictiveGamblingAdultFemaleHumansIllusionsInternal-External ControlMaleMiddle AgedReproducibility of ResultsSurveys and QuestionnairesAgingGamblingIllusion of controlMeasurement scale

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.