Evidence map›Paper›PMID 39327303›Full record

ArticleEuropean archives of psychiatry and clinical neuroscience2025

The severity of gambling in clinical samples of gamblers: profiles and prediction of the impulsivity and emotions.

Gangliang Zhong, Ping Dong, Jingyang Liu, Yicheng Wei, Jing Zhai, Nannan Hu, Jiang Du

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Article in European archives of psychiatry and clinical neuroscience, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

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0cells of the map it votes in
5citing papers in PubMed
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1 · What the graph read from it

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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.

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3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Gangliang ZhongShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 20030, China.
Ping DongShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 20030, China.
Jingyang LiuShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 20030, China.
Yicheng WeiShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 20030, China.
Jing ZhaiShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 20030, China.
Nannan HuAffiliated Mental Health Center & Hangzhou Seventh People's Hospital, Zhejiang University School of Medicine, Hangzhou, 310013, China. hunan8762@126.com.ORCID http://orcid.org/0000-0002-7104-6829
Jiang DuShanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 20030, China. dujiangdou@163.com.

Funding

National Key R&D Program of China 2023YFC3304204, 2019HY320001National Natural Science Foundation of China 82130041, 82171484, 81871045Shanghai Engineering Research Center for Intelligent Diagnosis and Treatment Instrument 19DZ2255200Shanghai Jiao Tong University Medical Engineering Cross Research YG2023ZD25
6 · The paper itself

Abstract

Impulsivity and emotion impairments have been noted in individuals with gambling disorder (GD). However, little research has investigated the influence of impulsivity and emotions on the severity of gambling in clinical populations. This study aimed to examine: (i) differences in emotions and impulsivity traits according to the severity of gambling in individuals with GD, (ii) the mediating effects of emotion in the relationship between impulsivity traits and gambling severity, and (iii) the predictive effects of emotion and impulsivity traits on GD severity. The study included 214 participants seeking treatment for GD who completed assessments for emotions (Patient Health Questionnaire-9 [PHQ-9], 7-item Generalized Anxiety [GAD-7]), impulsivity traits (Barratt Impulsiveness Scale [BIS], Self-control Scale [SCS]), and GD severity (DSM-5). Participants were categorized into mild (n = 78), moderate (n = 63), and severe (n = 73) gambling severity groups. Significant differences in emotions and impulsivity traits were observed across these groups. The severe GD group exhibited higher levels of depression, anxiety, and impulsivity traits, along with lower self-control, compared to the moderate and mild groups. Mediation analyses demonstrated that negative emotions mediated the association between impulsivity traits and the severity of gambling. More specifically, the indirect effects of impulsivity traits through PHQ-9 and GAD-7 were found to be significant, indicating a mediating role of emotions. Moreover, a predictive model incorporating emotion and impulsivity traits showed moderate accuracy in predicting the severity of gambling, with an area under the receiver operating characteristic curve of 0.714. This study highlights the distinct pathways through which impulsivity traits operate and emphasizes the need for prevention and treatment strategies that consider impulsivity traits and emotions for different levels of gambling severity.

Indexed as

AnxietyDepressionEmotionsGamblingImpulsive BehaviorSelf-ControlAdultFemaleHumansMaleMiddle AgedSeverity of Illness IndexEmotionGambling disorderGambling severityImpulsivity

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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.