Background and aims: Problematic pornography use (PPU) has been associated with impaired risk-based decision-making, possibly stemming from disrupted feedback processing. However, the underlying cognitive and neural mechanisms remain unclear. This study examined behavioral risk-taking and feedback-related electrophysiological responses in individuals at risk for PPU.
Methods: Thirty-five male university students at risk for PPU (M = 20.51, SD = 0.89) and thirty-four matched controls (M = 20.79, SD = 1.70) completed the Balloon Analogue Risk Task (BART) while EEG data were recorded. Self-report questionnaires assessing impulsivity traits were also administered.
Results: At the behavioral level, individuals in the PPU risk group exhibited significantly more balloon explosions and lower total earnings than controls, while no group difference was found in the adjusted number of pumps. At the neural level, there were no group differences in the feedback-related negativity (FRN), suggesting intact early evaluation of feedback valence. However, the PPU risk group exhibited significantly reduced P300 amplitudes in response to negative (loss) feedback, suggesting impaired attentional allocation and feedback integration, which may reflect a diminished capacity to adapt behavior based on aversive outcomes. Furthermore, individuals at risk for PPU reported elevated levels of impulsivity, particularly in emotion-driven components such as positive and negative urgency.
Conclusion: This neurocognitive profile may contribute to the persistence of maladaptive behaviors despite adverse consequences and highlights potential intervention targets to improve feedback sensitivity and self-regulation in individuals with PPU.
{"title":"Deficits in loss-related feedback processing and risky decision-making among heterosexual males at risk for problematic pornography use.","authors":"Xinran Jiang, Xi Yang, Yushan Wang, Jianfeng Wang","doi":"10.1556/2006.2025.00098","DOIUrl":"https://doi.org/10.1556/2006.2025.00098","url":null,"abstract":"<p><strong>Background and aims: </strong>Problematic pornography use (PPU) has been associated with impaired risk-based decision-making, possibly stemming from disrupted feedback processing. However, the underlying cognitive and neural mechanisms remain unclear. This study examined behavioral risk-taking and feedback-related electrophysiological responses in individuals at risk for PPU.</p><p><strong>Methods: </strong>Thirty-five male university students at risk for PPU (M = 20.51, SD = 0.89) and thirty-four matched controls (M = 20.79, SD = 1.70) completed the Balloon Analogue Risk Task (BART) while EEG data were recorded. Self-report questionnaires assessing impulsivity traits were also administered.</p><p><strong>Results: </strong>At the behavioral level, individuals in the PPU risk group exhibited significantly more balloon explosions and lower total earnings than controls, while no group difference was found in the adjusted number of pumps. At the neural level, there were no group differences in the feedback-related negativity (FRN), suggesting intact early evaluation of feedback valence. However, the PPU risk group exhibited significantly reduced P300 amplitudes in response to negative (loss) feedback, suggesting impaired attentional allocation and feedback integration, which may reflect a diminished capacity to adapt behavior based on aversive outcomes. Furthermore, individuals at risk for PPU reported elevated levels of impulsivity, particularly in emotion-driven components such as positive and negative urgency.</p><p><strong>Conclusion: </strong>This neurocognitive profile may contribute to the persistence of maladaptive behaviors despite adverse consequences and highlights potential intervention targets to improve feedback sensitivity and self-regulation in individuals with PPU.</p>","PeriodicalId":15049,"journal":{"name":"Journal of Behavioral Addictions","volume":" ","pages":""},"PeriodicalIF":6.2,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145959429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gaëlle Challet-Bouju, Vincent Brault, Bastien Perrot, Solène Desmée, Marie Grall-Bronnec
Background and aims: Gambling disorder (GD) follows a non-linear progression over time. Beyond shifts between disordered and non-disordered gambling statuses, the presence of each DSM-5 diagnostic criteria for GD may fluctuate throughout a gambler's trajectory. This study aimed to identify clusters of gamblers based on the evolution of the nine GD diagnostic criteria over time and to characterize these clusters using clinical variables.
Methods: Data were drawn from the JEU cohort (NCT01207674), a multicenter study of adult gamblers with and without GD, featuring a five-year follow-up. Participants completed structured clinical interviews and self-report questionnaires at baseline and annually. The analysis included only individuals who completed at least one follow-up assessment and met at least one GD diagnostic criterion during the study period (n = 209). A mixture model was applied to estimate the probability of meeting each GD criterion over time.
Results: Four distinct clusters emerged, characterized by a gradient of GD severity and specific criterion-based evolutions. Some criteria fluctuated alongside overall GD severity, while others, particularly "loss of control", persisted even when severity decreased. Additionally, three criteria ("lying", "jeopardization" and "bailout") were more likely to be present only in the two most severe clusters.
Discussion and conclusions: This study confirms that, beyond the fluctuations of GD states, the presence of individual criteria also varies over time. These findings provide new insights into the dynamic progression of GD and may help tailor therapeutic approaches to better address the specific needs of gamblers at different stages of the disorder.
{"title":"A clustering based on the dynamics of DSM-5 criteria for gambling disorder: A 5-year follow-up of gamblers with and without gambling disorder.","authors":"Gaëlle Challet-Bouju, Vincent Brault, Bastien Perrot, Solène Desmée, Marie Grall-Bronnec","doi":"10.1556/2006.2025.00099","DOIUrl":"https://doi.org/10.1556/2006.2025.00099","url":null,"abstract":"<p><strong>Background and aims: </strong>Gambling disorder (GD) follows a non-linear progression over time. Beyond shifts between disordered and non-disordered gambling statuses, the presence of each DSM-5 diagnostic criteria for GD may fluctuate throughout a gambler's trajectory. This study aimed to identify clusters of gamblers based on the evolution of the nine GD diagnostic criteria over time and to characterize these clusters using clinical variables.</p><p><strong>Methods: </strong>Data were drawn from the JEU cohort (NCT01207674), a multicenter study of adult gamblers with and without GD, featuring a five-year follow-up. Participants completed structured clinical interviews and self-report questionnaires at baseline and annually. The analysis included only individuals who completed at least one follow-up assessment and met at least one GD diagnostic criterion during the study period (n = 209). A mixture model was applied to estimate the probability of meeting each GD criterion over time.</p><p><strong>Results: </strong>Four distinct clusters emerged, characterized by a gradient of GD severity and specific criterion-based evolutions. Some criteria fluctuated alongside overall GD severity, while others, particularly \"loss of control\", persisted even when severity decreased. Additionally, three criteria (\"lying\", \"jeopardization\" and \"bailout\") were more likely to be present only in the two most severe clusters.</p><p><strong>Discussion and conclusions: </strong>This study confirms that, beyond the fluctuations of GD states, the presence of individual criteria also varies over time. These findings provide new insights into the dynamic progression of GD and may help tailor therapeutic approaches to better address the specific needs of gamblers at different stages of the disorder.</p>","PeriodicalId":15049,"journal":{"name":"Journal of Behavioral Addictions","volume":" ","pages":""},"PeriodicalIF":6.2,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145959438","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Emma Matsushita, Hyungju Kim, Minji Kim, Seojin Yoon, Sujin Kim, Ji Won Yeom, Seung Pil Pack, Heon-Jeong Lee, Taesu Cheong, Chul-Hyun Cho
Background and aims: This study aimed to identify the differences in characteristics between high- and low-risk smartphone users among individuals with insomnia symptoms using digital phenotyping and clinical assessments.
Methods: A total of 246 participants with insomnia symptoms (M = 31.14, SD = 10.09) were monitored for four weeks using the smartphone application and wearable devices. The participants were divided into high-(n = 141) and low-risk (n = 105) smartphone overuse groups based on a Smartphone Overuse Screening Questionnaire. Clinical scale results and wearable data were analyzed using ANCOVA and logistic regression, controlling for age, sex, and BMI.
Results: After covariate adjustment, the high-risk group showed significantly greater biological rhythm disruption (K-BRIAN: LS-mean difference = 6.86, p < 0.000), more severe insomnia (ISI index: aOR: 2.63, p = 0.0005), and poorer sleep quality (PSQI-K: aOR: 2.41, p = 0.0015). Psychological distress, including depression (PHQ-9 index: aOR: 2.77, p = 0.0001) and anxiety (GAD-7 index: aOR: 1.59, p = 0.0059), was more pronounced in the high-risk group. Bedtime procrastination (BPS index: aOR: 1.96, p = 0.0173) and stress reactivity to insomnia (FIRST index: aOR: 1.67, p = 0.0574) were significantly elevated. Digital phenotyping revealed persistent differences in minimum daytime heart rate and exercise intensity patterns, while many activity-related measures lost significance after adjustment.
Discussion and conclusions: Smartphone overuse is independently associated with severe circadian disruption, insomnia, and psychological distress. The integrated assessment approach revealed critical biomarkers and behavioral patterns. Targeted interventions focused on circadian stabilization and behavioral sleep patterns may improve sleep quality and mental health outcomes in this population. Longitudinal research is needed to establish causality.
背景和目的:本研究旨在通过数字表型和临床评估来确定失眠症状个体中高风险和低风险智能手机用户之间的特征差异。方法:采用智能手机应用程序和可穿戴设备对246名有失眠症状的参与者(M = 31.14, SD = 10.09)进行为期四周的监测。根据智能手机过度使用筛查问卷,参与者被分为高风险(n = 141)和低风险(n = 105)过度使用智能手机组。临床量表结果和可穿戴设备数据采用ANCOVA和logistic回归分析,控制年龄、性别和BMI。结果:经协变量调整后,高危组生物节律紊乱程度显著加重(K-BRIAN: LS-mean difference = 6.86, p < 0.000),失眠程度显著加重(ISI指数:aOR: 2.63, p = 0.0005),睡眠质量显著降低(PSQI-K: aOR: 2.41, p = 0.0015)。心理困扰,包括抑郁(PHQ-9指数:aOR: 2.77, p = 0.0001)和焦虑(GAD-7指数:aOR: 1.59, p = 0.0059)在高危组更为明显。睡前拖延症(BPS指数:aOR: 1.96, p = 0.0173)和失眠应激反应(FIRST指数:aOR: 1.67, p = 0.0574)显著升高。数字表型显示白天最小心率和运动强度模式的持续差异,而许多与活动相关的测量在调整后失去了意义。讨论和结论:智能手机过度使用与严重的昼夜节律紊乱、失眠和心理困扰独立相关。综合评估方法揭示了关键的生物标志物和行为模式。有针对性的干预措施侧重于昼夜节律稳定和行为睡眠模式,可能会改善这一人群的睡眠质量和心理健康状况。需要进行纵向研究来确定因果关系。
{"title":"Multidimensional analysis of smartphone overuse in insomnia: Integrating digital phenotyping with clinical assessment.","authors":"Emma Matsushita, Hyungju Kim, Minji Kim, Seojin Yoon, Sujin Kim, Ji Won Yeom, Seung Pil Pack, Heon-Jeong Lee, Taesu Cheong, Chul-Hyun Cho","doi":"10.1556/2006.2025.00093","DOIUrl":"https://doi.org/10.1556/2006.2025.00093","url":null,"abstract":"<p><strong>Background and aims: </strong>This study aimed to identify the differences in characteristics between high- and low-risk smartphone users among individuals with insomnia symptoms using digital phenotyping and clinical assessments.</p><p><strong>Methods: </strong>A total of 246 participants with insomnia symptoms (M = 31.14, SD = 10.09) were monitored for four weeks using the smartphone application and wearable devices. The participants were divided into high-(n = 141) and low-risk (n = 105) smartphone overuse groups based on a Smartphone Overuse Screening Questionnaire. Clinical scale results and wearable data were analyzed using ANCOVA and logistic regression, controlling for age, sex, and BMI.</p><p><strong>Results: </strong>After covariate adjustment, the high-risk group showed significantly greater biological rhythm disruption (K-BRIAN: LS-mean difference = 6.86, p < 0.000), more severe insomnia (ISI index: aOR: 2.63, p = 0.0005), and poorer sleep quality (PSQI-K: aOR: 2.41, p = 0.0015). Psychological distress, including depression (PHQ-9 index: aOR: 2.77, p = 0.0001) and anxiety (GAD-7 index: aOR: 1.59, p = 0.0059), was more pronounced in the high-risk group. Bedtime procrastination (BPS index: aOR: 1.96, p = 0.0173) and stress reactivity to insomnia (FIRST index: aOR: 1.67, p = 0.0574) were significantly elevated. Digital phenotyping revealed persistent differences in minimum daytime heart rate and exercise intensity patterns, while many activity-related measures lost significance after adjustment.</p><p><strong>Discussion and conclusions: </strong>Smartphone overuse is independently associated with severe circadian disruption, insomnia, and psychological distress. The integrated assessment approach revealed critical biomarkers and behavioral patterns. Targeted interventions focused on circadian stabilization and behavioral sleep patterns may improve sleep quality and mental health outcomes in this population. Longitudinal research is needed to establish causality.</p>","PeriodicalId":15049,"journal":{"name":"Journal of Behavioral Addictions","volume":" ","pages":""},"PeriodicalIF":6.2,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145911539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jack McGarrigle, Jessica Smith, Joe Griffiths, Jamie Torrance, Martyn Quigley, Simon Dymond
Background and aims: Dark patterns are online platform design features that influence consumer behaviour to the advantage of the interface designer. In online gambling, such designs may exacerbate gambling-related harms, particularly among vulnerable consumers. This study aims to provide the first scoping review of dark patterns in online gambling.
Methods: Following established scoping review frameworks, we systematically searched databases and grey literature using terms related to dark patterns and online gambling. The review protocol was preregistered.
Results: Included articles (n = 16) addressed a variety of gambling-related dark patterns: hidden gambling management tools, inducements with complex conditions, minimum balances required to withdraw funds, unnecessary frictions involved in closing an account, high defaults in stake, deposit, reality check and deposit limit settings, and urgency-based gambling prompts. To address inconsistent terminology across studies, we synthesised existing literature by mapping identified dark patterns to a transdisciplinary framework, providing greater conceptual clarity and direction for future research.
Discussions and conclusions: The potential for harm from dark patterns is evident, yet evidence on behavioural impacts is limited, hindered by restricted access to proprietary gambling operator data. Research in this area is sparse and fragmented, often using inconsistent terminology. Future studies should empirically investigate the influence of dark patterns on consumer behaviour, especially among vulnerable populations, and evaluate safer design alternatives. We recommend mandating gambling operators to collaborate with researchers to assess platform safety, and shifting the burden of proof onto operators to demonstrate that their platforms prioritise consumer safety and foster responsible gambling environments.
{"title":"Dark patterns in online gambling: A scoping review and classification of deceptive design practices.","authors":"Jack McGarrigle, Jessica Smith, Joe Griffiths, Jamie Torrance, Martyn Quigley, Simon Dymond","doi":"10.1556/2006.2025.00096","DOIUrl":"https://doi.org/10.1556/2006.2025.00096","url":null,"abstract":"<p><strong>Background and aims: </strong>Dark patterns are online platform design features that influence consumer behaviour to the advantage of the interface designer. In online gambling, such designs may exacerbate gambling-related harms, particularly among vulnerable consumers. This study aims to provide the first scoping review of dark patterns in online gambling.</p><p><strong>Methods: </strong>Following established scoping review frameworks, we systematically searched databases and grey literature using terms related to dark patterns and online gambling. The review protocol was preregistered.</p><p><strong>Results: </strong>Included articles (n = 16) addressed a variety of gambling-related dark patterns: hidden gambling management tools, inducements with complex conditions, minimum balances required to withdraw funds, unnecessary frictions involved in closing an account, high defaults in stake, deposit, reality check and deposit limit settings, and urgency-based gambling prompts. To address inconsistent terminology across studies, we synthesised existing literature by mapping identified dark patterns to a transdisciplinary framework, providing greater conceptual clarity and direction for future research.</p><p><strong>Discussions and conclusions: </strong>The potential for harm from dark patterns is evident, yet evidence on behavioural impacts is limited, hindered by restricted access to proprietary gambling operator data. Research in this area is sparse and fragmented, often using inconsistent terminology. Future studies should empirically investigate the influence of dark patterns on consumer behaviour, especially among vulnerable populations, and evaluate safer design alternatives. We recommend mandating gambling operators to collaborate with researchers to assess platform safety, and shifting the burden of proof onto operators to demonstrate that their platforms prioritise consumer safety and foster responsible gambling environments.</p>","PeriodicalId":15049,"journal":{"name":"Journal of Behavioral Addictions","volume":" ","pages":""},"PeriodicalIF":6.2,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145911500","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background and aims: Economic decision-making deviates from rational choice models and is influenced by social factors, particularly fairness considerations and belonging needs. Social exclusion and altruistic punishment are intended to promote behavioral conformity, yet paradoxically may exacerbate rather than correct targeted behaviors among individuals with addictions already experiencing chronic rejection. Several preliminary studies show that social exclusion increases money desirability in general populations, however, the interaction between acute social exclusion and economic decision-making among individuals with gambling disorders (PGs)-marked by aberrant financial decision-making-remains unexplored.
Methods: In a field study, 203 gamblers were recruited outside gambling venues and randomized to experience either social inclusion or exclusion via Cyberball, a virtual ball-tossing paradigm. Participants then completed an ultimatum game, making accept/reject decisions on fair and unfair monetary offers, followed by the Problem Gambling Severity Index.
Results: Social exclusion increased unfair offer acceptance among PGs but had no effect on low- and moderate-risk gamblers. PGs accepted more unfair offers following exclusion than inclusion. Gambling severity had no effect on unfair offers acceptance. Neither social exclusion nor gambling severity affected fair offer acceptance.
Discussion and conclusions: Social exclusion triggered utilitarian decision-making only among PGs. This selective effect suggests rejection compromises PGs' economic decision-making processes, shifting priorities toward immediate monetary gains over equitable outcomes. These findings reveal how social punishment creates self-reinforcing cycles where exclusion triggers the utilitarian mindset characterizing problematic gambling. Treatment and societal approaches relying on social consequences may inadvertently strengthen harmful patterns, highlighting the need for inclusion-based interventions.
{"title":"When rejection backfires: Social exclusion and economic decision-making in gamblers.","authors":"Sharon Rabinovitz, Maayan Nagar","doi":"10.1556/2006.2025.00095","DOIUrl":"https://doi.org/10.1556/2006.2025.00095","url":null,"abstract":"<p><strong>Background and aims: </strong>Economic decision-making deviates from rational choice models and is influenced by social factors, particularly fairness considerations and belonging needs. Social exclusion and altruistic punishment are intended to promote behavioral conformity, yet paradoxically may exacerbate rather than correct targeted behaviors among individuals with addictions already experiencing chronic rejection. Several preliminary studies show that social exclusion increases money desirability in general populations, however, the interaction between acute social exclusion and economic decision-making among individuals with gambling disorders (PGs)-marked by aberrant financial decision-making-remains unexplored.</p><p><strong>Methods: </strong>In a field study, 203 gamblers were recruited outside gambling venues and randomized to experience either social inclusion or exclusion via Cyberball, a virtual ball-tossing paradigm. Participants then completed an ultimatum game, making accept/reject decisions on fair and unfair monetary offers, followed by the Problem Gambling Severity Index.</p><p><strong>Results: </strong>Social exclusion increased unfair offer acceptance among PGs but had no effect on low- and moderate-risk gamblers. PGs accepted more unfair offers following exclusion than inclusion. Gambling severity had no effect on unfair offers acceptance. Neither social exclusion nor gambling severity affected fair offer acceptance.</p><p><strong>Discussion and conclusions: </strong>Social exclusion triggered utilitarian decision-making only among PGs. This selective effect suggests rejection compromises PGs' economic decision-making processes, shifting priorities toward immediate monetary gains over equitable outcomes. These findings reveal how social punishment creates self-reinforcing cycles where exclusion triggers the utilitarian mindset characterizing problematic gambling. Treatment and societal approaches relying on social consequences may inadvertently strengthen harmful patterns, highlighting the need for inclusion-based interventions.</p>","PeriodicalId":15049,"journal":{"name":"Journal of Behavioral Addictions","volume":" ","pages":""},"PeriodicalIF":6.2,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145911557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-24Print Date: 2025-12-26DOI: 10.1556/2006.2025.00088
Andrea Zagaria, Guyonne Rogier, Gerhard Gmel, Simone Amendola
Background and aims: The transdiagnostic Syndrome Model of Addiction considers addiction as a syndrome with multiple opportunities for expression, i.e., a common underlying disorder that may manifest in distinctive ways. Considering that testing of the model has been rare, this study examined the co-occurrence of symptoms of substance use disorders and behavioral addictions over 10 years by identifying profiles and predictors associated with group membership.
Methods: Longitudinal data (N = 4,760 males) from the Cohort Study on Substance Use Risk Factors (C-SURF) conducted in Switzerland were analyzed using a latent transition analysis (LTA). Symptoms of substance use (alcohol, cannabis, and tobacco) disorders and behavioral addictions (gaming and gambling) were used for identifying addiction profiles and group membership trajectories. A multinomial logistic regression model examined predictors of profile membership, while two general linear models tested whether profile membership predicted psychosocial outcomes.
Results: LTA revealed three distinct profiles of symptoms of addiction, labelled Low- (91-92% of the sample), Medium- (5-7%), and High-symptom (1-3%) profiles. Thus, frequency or intensity of addiction symptoms tended to co-occur. The stability of Low-profile membership remained consistently high over time (97%), whereas the stability of Medium- and High-profile memberships was moderate (40-49%). Sensation seeking, neuroticism, parental attitude, and poor parental monitoring were associated with Medium and High profiles compared to the Low profile. Poor relationships with parents and friends were uniquely associated with High profile, whereas hostility, sociability, and family history of mental disorders were associated with Medium profile. Education, sensation seeking, hostility, and neuroticism were associated with transitions between profiles over time. Profile membership predicted subsequent life satisfaction and negative life events.
Discussion and conclusions: Symptoms of substance use disorders and behavioral addictions tend to co-occur, and profile membership is relatively stable. However, transition to less severe profiles also occurs and is influenced by education and personality traits. Our findings have implications for preventive interventions aiming at reducing the risk of addictive disorders becoming chronic and for identifying young adults most in need of support.
{"title":"Co-occurrence of symptoms of substance and behavioral addictions over time: A secondary analysis of longitudinal data from the Cohort Study on Substance Use Risk Factors.","authors":"Andrea Zagaria, Guyonne Rogier, Gerhard Gmel, Simone Amendola","doi":"10.1556/2006.2025.00088","DOIUrl":"10.1556/2006.2025.00088","url":null,"abstract":"<p><strong>Background and aims: </strong>The transdiagnostic Syndrome Model of Addiction considers addiction as a syndrome with multiple opportunities for expression, i.e., a common underlying disorder that may manifest in distinctive ways. Considering that testing of the model has been rare, this study examined the co-occurrence of symptoms of substance use disorders and behavioral addictions over 10 years by identifying profiles and predictors associated with group membership.</p><p><strong>Methods: </strong>Longitudinal data (N = 4,760 males) from the Cohort Study on Substance Use Risk Factors (C-SURF) conducted in Switzerland were analyzed using a latent transition analysis (LTA). Symptoms of substance use (alcohol, cannabis, and tobacco) disorders and behavioral addictions (gaming and gambling) were used for identifying addiction profiles and group membership trajectories. A multinomial logistic regression model examined predictors of profile membership, while two general linear models tested whether profile membership predicted psychosocial outcomes.</p><p><strong>Results: </strong>LTA revealed three distinct profiles of symptoms of addiction, labelled Low- (91-92% of the sample), Medium- (5-7%), and High-symptom (1-3%) profiles. Thus, frequency or intensity of addiction symptoms tended to co-occur. The stability of Low-profile membership remained consistently high over time (97%), whereas the stability of Medium- and High-profile memberships was moderate (40-49%). Sensation seeking, neuroticism, parental attitude, and poor parental monitoring were associated with Medium and High profiles compared to the Low profile. Poor relationships with parents and friends were uniquely associated with High profile, whereas hostility, sociability, and family history of mental disorders were associated with Medium profile. Education, sensation seeking, hostility, and neuroticism were associated with transitions between profiles over time. Profile membership predicted subsequent life satisfaction and negative life events.</p><p><strong>Discussion and conclusions: </strong>Symptoms of substance use disorders and behavioral addictions tend to co-occur, and profile membership is relatively stable. However, transition to less severe profiles also occurs and is influenced by education and personality traits. Our findings have implications for preventive interventions aiming at reducing the risk of addictive disorders becoming chronic and for identifying young adults most in need of support.</p>","PeriodicalId":15049,"journal":{"name":"Journal of Behavioral Addictions","volume":" ","pages":"1503-1516"},"PeriodicalIF":6.2,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12767602/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145587537","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-24Print Date: 2025-12-26DOI: 10.1556/2006.2025.00092
Da-I Huang, Ting-Hsi Chou, Chih-Chun Huang, Yun-Hsuan Chang, Chieh-Liang Huang, Mark D Griffiths, Marc N Potenza
Background: Impulsivity and delay discounting are considered core components of addiction and are increasingly associated with problematic mobile gaming. However, the mechanisms underlying this association remain unclear. Emerging evidence suggests that altered time perception may contribute to impulsive decision-making in addictive behaviors. Therefore, the present study compared differences in time perception and delay discounting between problematic and non-problematic mobile gamers, and explored the mediating roles of impulsivity and time perception.
Methods: A total of 98 participants were recruited via an online platform and completed a battery of assessments, including the Problematic Mobile Gaming Questionnaire (PMGQ), Barratt Impulsiveness Scale (BIS-11), a time perception task, and a Delay Discounting Task (DDT). Participants were categorized into two groups: problematic mobile gamers (PMGs; n = 21) and non-problematic mobile gamers (NPMGs; n = 77).
Results: Compared to NPMGs, PMGs showed significantly higher levels of impulsivity, delay discounting (k), and a relative error rate of time perception in 60 s (Rer60). A parallel mediation analysis showed that PMGQ score significantly predicted BIS-11 and Rer60 (β = .44 and .41, p < .001). Rer60 marginally predicted delay discounting rate (β = .18, p = .09), whereas the BIS-11 score did not. The total indirect effect was significant (β = .01, 95% CI [.0018, .0148]), with Rer60 emerging as the primary mediator.
Conclusion: The findings suggest that time perception distortion, rather than impulsivity, mediates the association between problematic mobile gaming and delay discounting.
背景:冲动性和延迟折扣被认为是成瘾的核心组成部分,并且越来越多地与问题手机游戏联系在一起。然而,这种关联背后的机制尚不清楚。新出现的证据表明,时间感知的改变可能会导致成瘾行为中的冲动决策。因此,本研究比较了问题型和非问题型手机游戏玩家在时间感知和延迟折扣方面的差异,并探讨冲动性和时间感知的中介作用。方法:通过在线平台招募了98名参与者,并完成了一系列评估,包括问题手机游戏问卷(PMGQ)、Barratt冲动性量表(BIS-11)、时间感知任务和延迟折扣任务(DDT)。参与者被分为两组:有问题的手机玩家(pmg, n = 21)和无问题的手机玩家(npmg, n = 77)。结果:与NPMGs相比,ppmgs表现出更高的冲动性、延迟折扣(k)和60秒时间感知的相对错误率(Rer60)。平行中介分析显示,PMGQ评分显著预测BIS-11和Rer60 (β = 0.44和。41, p < .001)。Rer60边际预测延迟折现率(β = 0.18, p = 0.09),而BIS-11评分没有。总间接效应显著(β = 0.01, 95% CI)。0018年,。[148]),其中Rer60是主要的中介。结论:研究结果表明,时间感知扭曲(而非冲动性)才是问题手机游戏与延迟折扣之间关联的中介。
{"title":"Temporal distortion may mediate the association between problematic mobile gaming and delay discounting: An experimental study.","authors":"Da-I Huang, Ting-Hsi Chou, Chih-Chun Huang, Yun-Hsuan Chang, Chieh-Liang Huang, Mark D Griffiths, Marc N Potenza","doi":"10.1556/2006.2025.00092","DOIUrl":"10.1556/2006.2025.00092","url":null,"abstract":"<p><strong>Background: </strong>Impulsivity and delay discounting are considered core components of addiction and are increasingly associated with problematic mobile gaming. However, the mechanisms underlying this association remain unclear. Emerging evidence suggests that altered time perception may contribute to impulsive decision-making in addictive behaviors. Therefore, the present study compared differences in time perception and delay discounting between problematic and non-problematic mobile gamers, and explored the mediating roles of impulsivity and time perception.</p><p><strong>Methods: </strong>A total of 98 participants were recruited via an online platform and completed a battery of assessments, including the Problematic Mobile Gaming Questionnaire (PMGQ), Barratt Impulsiveness Scale (BIS-11), a time perception task, and a Delay Discounting Task (DDT). Participants were categorized into two groups: problematic mobile gamers (PMGs; n = 21) and non-problematic mobile gamers (NPMGs; n = 77).</p><p><strong>Results: </strong>Compared to NPMGs, PMGs showed significantly higher levels of impulsivity, delay discounting (k), and a relative error rate of time perception in 60 s (Rer60). A parallel mediation analysis showed that PMGQ score significantly predicted BIS-11 and Rer60 (β = .44 and .41, p < .001). Rer60 marginally predicted delay discounting rate (β = .18, p = .09), whereas the BIS-11 score did not. The total indirect effect was significant (β = .01, 95% CI [.0018, .0148]), with Rer60 emerging as the primary mediator.</p><p><strong>Conclusion: </strong>The findings suggest that time perception distortion, rather than impulsivity, mediates the association between problematic mobile gaming and delay discounting.</p>","PeriodicalId":15049,"journal":{"name":"Journal of Behavioral Addictions","volume":" ","pages":"1563-1575"},"PeriodicalIF":6.2,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12767600/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145587532","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-19Print Date: 2025-12-26DOI: 10.1556/2006.2025.00089
Samantha N Sallie, Violeta Casero, Saurabh Sonkusare, Valerie Voon
Background and aims: Dysregulation in instrumental control systems is implicated in compulsivity, a transdiagnostic construct proposed to underlie diverse maladaptive behaviors. While habit formation in reward-based learning is well-characterized, its role in avoidance learning remains less understood. Habitual avoidance may contribute to compulsive symptoms by impairing emotion regulation, a well-established correlate of compulsivity. To define these mechanisms, this study examined negative emotionality as a pathway linking habitual avoidance to compulsive behaviors.
Methods: Five hundred adults completed the Avoidance Dynamics Task (ADT), a novel online-administered aversive devaluation paradigm assessing avoidance learning and habit strength, alongside validated self-report measures of compulsive behaviors (alcohol use, binge eating, binge watching, gambling, obsessive-compulsive symptoms) and internalizing symptoms (depression, anxiety). Mediation analysis tested whether internalizing symptoms accounted for associations between habitual avoidance and compulsive behavior severity.
Results: Habitual avoidance, indexed by perseverative responses to devalued threat versus control cues (t = 3.5, p = .002), showed small-to-moderate positive associations with avoidance urges (ρ = .28, p < .001), regulatory control deficits (ρ = .17, p < .001), and internalizing symptoms (b = .15, p = .004). Internalizing symptoms fully mediated associations with all compulsive behaviors (b's = .05-.16, all p ≤ .01). Impaired avoidance learning was modestly associated with greater alcohol use (b = -.12, p = .03) and gambling (b = -.15, p = .02) severity. Exploratory analyses showed distinct avoidance patterns mapped onto cognitive (preoccupation, urges) versus behavioral (control, frequency) components of alcohol-related compulsivity.
Conclusion: Habitual avoidance may represent a transdiagnostic behavioral marker of compulsivity. These findings underscore distinct vulnerability pathways across compulsive domains and support the use of remote tasks to phenotype maladaptive avoidance and related emotional dysregulation.
背景和目的:仪器控制系统的失调与强迫性有关,强迫性是一种跨诊断的结构,被认为是多种适应不良行为的基础。虽然在基于奖励的学习中习惯的形成是很有特点的,但它在回避学习中的作用仍然知之甚少。习惯性回避可能通过损害情绪调节而导致强迫症状,而情绪调节是与强迫相关的。为了定义这些机制,本研究将消极情绪作为一种将习惯性回避与强迫行为联系起来的途径。方法:500名成年人完成了回避动态任务(ADT),这是一种新的在线管理的厌恶贬值范式,评估回避学习和习惯强度,以及有效的强迫行为(酒精使用,暴食,暴看,赌博,强迫症症状)和内化症状(抑郁,焦虑)的自我报告测量。调解分析测试了内化症状是否解释了习惯性回避和强迫行为严重程度之间的联系。结果:习惯性回避,以对贬值威胁和控制提示的持续反应(t = 3.5, p = 0.002)为指标,与回避冲动(ρ = 0.28, p < 0.001)、调节控制缺陷(ρ = 0.17, p < 0.001)和内化症状(b = 0.15, p = 0.004)呈小到中度正相关。内化症状与所有强迫行为完全相关(b’s = 0.05 - 0.16, p均≤0.01)。避免学习受损与酗酒(b = - 0.12, p = .03)和赌博(b = - 0.15, p = .02)严重程度有一定的关联。探索性分析显示,不同的回避模式映射到与酒精相关的强迫的认知(专注、冲动)和行为(控制、频率)组成部分。结论:习惯性回避可能是强迫症的一种跨诊断行为标志。这些发现强调了强迫性领域中不同的脆弱性途径,并支持使用远程任务来表型适应不良回避和相关的情绪失调。
{"title":"Mapping affective pathways to compulsion: Insights from an aversive devaluation approach.","authors":"Samantha N Sallie, Violeta Casero, Saurabh Sonkusare, Valerie Voon","doi":"10.1556/2006.2025.00089","DOIUrl":"10.1556/2006.2025.00089","url":null,"abstract":"<p><strong>Background and aims: </strong>Dysregulation in instrumental control systems is implicated in compulsivity, a transdiagnostic construct proposed to underlie diverse maladaptive behaviors. While habit formation in reward-based learning is well-characterized, its role in avoidance learning remains less understood. Habitual avoidance may contribute to compulsive symptoms by impairing emotion regulation, a well-established correlate of compulsivity. To define these mechanisms, this study examined negative emotionality as a pathway linking habitual avoidance to compulsive behaviors.</p><p><strong>Methods: </strong>Five hundred adults completed the Avoidance Dynamics Task (ADT), a novel online-administered aversive devaluation paradigm assessing avoidance learning and habit strength, alongside validated self-report measures of compulsive behaviors (alcohol use, binge eating, binge watching, gambling, obsessive-compulsive symptoms) and internalizing symptoms (depression, anxiety). Mediation analysis tested whether internalizing symptoms accounted for associations between habitual avoidance and compulsive behavior severity.</p><p><strong>Results: </strong>Habitual avoidance, indexed by perseverative responses to devalued threat versus control cues (t = 3.5, p = .002), showed small-to-moderate positive associations with avoidance urges (ρ = .28, p < .001), regulatory control deficits (ρ = .17, p < .001), and internalizing symptoms (b = .15, p = .004). Internalizing symptoms fully mediated associations with all compulsive behaviors (b's = .05-.16, all p ≤ .01). Impaired avoidance learning was modestly associated with greater alcohol use (b = -.12, p = .03) and gambling (b = -.15, p = .02) severity. Exploratory analyses showed distinct avoidance patterns mapped onto cognitive (preoccupation, urges) versus behavioral (control, frequency) components of alcohol-related compulsivity.</p><p><strong>Conclusion: </strong>Habitual avoidance may represent a transdiagnostic behavioral marker of compulsivity. These findings underscore distinct vulnerability pathways across compulsive domains and support the use of remote tasks to phenotype maladaptive avoidance and related emotional dysregulation.</p>","PeriodicalId":15049,"journal":{"name":"Journal of Behavioral Addictions","volume":" ","pages":"1517-1532"},"PeriodicalIF":6.2,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12767598/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145549259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background and aims: The current study aimed to analyze impairments in daily life functioning (DLF) in vocational students with Internet Gaming Disorder (IGD) and Social Network Use Disorder (SNUD). While diagnostic requirement for IGD has been defined and the functionally impairing nature has been demonstrated, SNUD is a relatively new phenomenon with less evidence.
Methods: A diagnostic interview (n = 937) was conducted in a sample of students, of which 279 met the adapted DSM-5 criteria, with 70 reporting social networking and 29 gaming as their main activity. For screening, the Compulsive Internet Use Scale (CIUS) was used and the Internet Use Disorder - Criterion-based Assessment Tool (I-CAT) served as diagnostic measure. Impairment was assessed using a subset of items taken from the WHO Disability Scale.
Results: In a prior analysis, overall impairments in DLF among students with and without IUD were compared, indicating higher impairments for the IUD-group. In our study, the DSM-5 criteria appear to be appropriate to differentiate between pathological (IUD-group) and healthy internet users (non-IUD group) in terms of DLF. Odds Ratios ranged between 0.597 and 1.340 for impairments in DLF. When testing for statistical significance despite low statistical power, no differences of DLF were observed between students with IGD and SNUD in logistic regression analyses.
Conclusion: The results must be regarded as preliminary and might indicate that students with IGD and SNUD show comparable impairments in DLF. However, higher sample sizes could have led to different results which needs to be investigated in future studies.
{"title":"Comparing functional impairments related to social network use disorder and internet gaming disorder.","authors":"Lara Zumrode, Leah Reinicke, Anja Bischof, Gallus Bischof, Samantha Schlossarek, Hannah Schmidt, Stefan Borgwardt, Hans-Jürgen Rumpf","doi":"10.1556/2006.2025.00087","DOIUrl":"10.1556/2006.2025.00087","url":null,"abstract":"<p><strong>Background and aims: </strong>The current study aimed to analyze impairments in daily life functioning (DLF) in vocational students with Internet Gaming Disorder (IGD) and Social Network Use Disorder (SNUD). While diagnostic requirement for IGD has been defined and the functionally impairing nature has been demonstrated, SNUD is a relatively new phenomenon with less evidence.</p><p><strong>Methods: </strong>A diagnostic interview (n = 937) was conducted in a sample of students, of which 279 met the adapted DSM-5 criteria, with 70 reporting social networking and 29 gaming as their main activity. For screening, the Compulsive Internet Use Scale (CIUS) was used and the Internet Use Disorder - Criterion-based Assessment Tool (I-CAT) served as diagnostic measure. Impairment was assessed using a subset of items taken from the WHO Disability Scale.</p><p><strong>Results: </strong>In a prior analysis, overall impairments in DLF among students with and without IUD were compared, indicating higher impairments for the IUD-group. In our study, the DSM-5 criteria appear to be appropriate to differentiate between pathological (IUD-group) and healthy internet users (non-IUD group) in terms of DLF. Odds Ratios ranged between 0.597 and 1.340 for impairments in DLF. When testing for statistical significance despite low statistical power, no differences of DLF were observed between students with IGD and SNUD in logistic regression analyses.</p><p><strong>Conclusion: </strong>The results must be regarded as preliminary and might indicate that students with IGD and SNUD show comparable impairments in DLF. However, higher sample sizes could have led to different results which needs to be investigated in future studies.</p>","PeriodicalId":15049,"journal":{"name":"Journal of Behavioral Addictions","volume":" ","pages":"1576-1589"},"PeriodicalIF":6.2,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12767594/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145495468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-05Print Date: 2025-12-26DOI: 10.1556/2006.2025.00079
Magda Losaberidze, Núria Mallorquí-Bagué, Zsolt Demetrovics, Susana Jiménez-Murcia, Marc N Potenza, Yanisha Soborun, Pedro Romero, Melinda Reinhardt, Gyöngyi Kökönyei, Gemma Mestre-Bach, Andrea Czakó
Objective: Non-suicidal self-injury (NSSI) constitutes an important public health concern. Here, we systematically reviewed and synthesized existing literature to provide an up-to-date overview of associations between NSSI, problem gambling, problem gaming, and problematic internet use (PIU).
Methods: We searched four databases through April 2025: Web of Science, Scopus, PubMed, and PsycINFO. The Joanna Briggs Institute's tool was used to assess the quality of studies. Empirical studies utilizing quantitative or qualitative methods or case studies that presented evidence on the relationships between NSSI and frequent or problematic gambling, internet use, and gaming were included.
Results: Forty studies published between 2009 and 2025 were reviewed. Four investigated the relationship between NSSI and problem gambling, seven focused on problem gaming, and twenty-nine examined PIU. Cross-sectional designs and surveys were common. Findings suggest that at-risk or problem gambling was associated with NSSI in adolescents, college students, and adults. An association between PIU and NSSI appeared moderated by social support, with impulsivity representing a shared factor. Similarly, internet gaming disorder and its severity were linked to NSSI, with anxiety acting both as a mediator and moderator. Limitations entailed self-reported measures, limited generalizability, poor ability to establish causal relationships due to cross-sectional designs, and frequent use of single unvalidated questions to assess NSSI.
Conclusion: The review provides a comprehensive overview and suggests complex relationships between NSSI and problem gambling, problem gaming, and PIU. Clinicians and future studies should focus on co-occurring disorders and identify risk factors, predictors, and moderators that influence these relationships.
目的:非自杀性自伤(NSSI)是一个重要的公共卫生问题。在这里,我们系统地回顾和综合了现有的文献,以提供关于自伤、问题赌博、问题游戏和问题互联网使用(PIU)之间关系的最新概述。方法:截至2025年4月,我们检索了Web of Science、Scopus、PubMed和PsycINFO四个数据库。乔安娜布里格斯研究所的工具被用来评估研究的质量。使用定量或定性方法的实证研究或案例研究提供了自伤与频繁或有问题的赌博、互联网使用和游戏之间关系的证据。结果:回顾了2009年至2025年间发表的40项研究。4项研究调查了自伤和问题赌博之间的关系,7项研究关注问题游戏,29项研究调查了PIU。横断面设计和调查是常见的。研究结果表明,青少年、大学生和成年人的危险赌博或问题赌博与自伤有关。PIU和自伤之间的关联似乎受到社会支持的调节,冲动是一个共同的因素。同样,网络游戏障碍及其严重程度与自伤有关,焦虑既是中介又是调节者。局限性包括自我报告的测量、有限的概括性、由于横断面设计而建立因果关系的能力差,以及经常使用单一的未经验证的问题来评估自伤。结论:该综述提供了全面的概述,并提出了自伤与问题赌博、问题游戏和PIU之间的复杂关系。临床医生和未来的研究应关注共同发生的疾病,并确定影响这些关系的风险因素、预测因素和调节因素。
{"title":"Scars, screens, and stakes: Link between non-suicidal self-injury and problem gambling, problem gaming, and problematic internet use - A systematic review.","authors":"Magda Losaberidze, Núria Mallorquí-Bagué, Zsolt Demetrovics, Susana Jiménez-Murcia, Marc N Potenza, Yanisha Soborun, Pedro Romero, Melinda Reinhardt, Gyöngyi Kökönyei, Gemma Mestre-Bach, Andrea Czakó","doi":"10.1556/2006.2025.00079","DOIUrl":"10.1556/2006.2025.00079","url":null,"abstract":"<p><strong>Objective: </strong>Non-suicidal self-injury (NSSI) constitutes an important public health concern. Here, we systematically reviewed and synthesized existing literature to provide an up-to-date overview of associations between NSSI, problem gambling, problem gaming, and problematic internet use (PIU).</p><p><strong>Methods: </strong>We searched four databases through April 2025: Web of Science, Scopus, PubMed, and PsycINFO. The Joanna Briggs Institute's tool was used to assess the quality of studies. Empirical studies utilizing quantitative or qualitative methods or case studies that presented evidence on the relationships between NSSI and frequent or problematic gambling, internet use, and gaming were included.</p><p><strong>Results: </strong>Forty studies published between 2009 and 2025 were reviewed. Four investigated the relationship between NSSI and problem gambling, seven focused on problem gaming, and twenty-nine examined PIU. Cross-sectional designs and surveys were common. Findings suggest that at-risk or problem gambling was associated with NSSI in adolescents, college students, and adults. An association between PIU and NSSI appeared moderated by social support, with impulsivity representing a shared factor. Similarly, internet gaming disorder and its severity were linked to NSSI, with anxiety acting both as a mediator and moderator. Limitations entailed self-reported measures, limited generalizability, poor ability to establish causal relationships due to cross-sectional designs, and frequent use of single unvalidated questions to assess NSSI.</p><p><strong>Conclusion: </strong>The review provides a comprehensive overview and suggests complex relationships between NSSI and problem gambling, problem gaming, and PIU. Clinicians and future studies should focus on co-occurring disorders and identify risk factors, predictors, and moderators that influence these relationships.</p>","PeriodicalId":15049,"journal":{"name":"Journal of Behavioral Addictions","volume":" ","pages":"1481-1502"},"PeriodicalIF":6.2,"publicationDate":"2025-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12767596/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145444975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}