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Fu J, Xu X, Dong YS, Wang M, Zhou Z, Hu Y, Li Q, Liu S, He W, Dong GH. Efficacy and neural mechanisms of approach bias modification training in patients with internet gaming disorder: A randomized clinical trial. J Affect Disord 2025; 376:355-365. [PMID: 39955074 DOI: 10.1016/j.jad.2025.02.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Revised: 02/01/2025] [Accepted: 02/12/2025] [Indexed: 02/17/2025]
Abstract
BACKGROUND Internet gaming disorder (IGD) is a prevalent behavioral addiction linked to neural alterations and significant negative outcomes. Approach bias modification (ApBM) training aims to correct imbalances in reflective and impulsive systems, reducing cravings and addictions. This study examined the effectiveness of ApBM training in IGD patients and explored the brain response changes associated with the intervention. METHODS Fifty-one patients with IGD were randomly assigned to an ApBM group (n = 26) or a sham-ApBM group (n = 25). Resting-state functional magnetic resonance imaging scans and behavioral assessments, including Internet Addiction Test scores, DSM-5 criteria, game craving levels, and automatic approach bias, were conducted before and after a ten-day training with five sessions. An analysis of variance (ANOVA) was employed to assess time (pre- and post-test) × group (ApBM group vs. sham-ApBM group) effects on behavioral measures. Functional connectivity (FC) analyses focused on regions of interest identified through regional homogeneity and degree centrality calculations. Additionally, we analyzed the relationship between neuroimaging variables and intervention outcomes. RESULTS Significant group × time interactions were found for automatic approach bias, Internet Addiction Test scores, DSM-5 criteria, and game craving levels. Post-training, these measures significantly decreased in the ApBM group but showed no significant changes in the sham-ApBM group. FC analysis revealed increased connectivity within executive control regions, enhanced connectivity between executive control and reward-related regions, and decreased connectivity within reward-related regions, exclusively in the ApBM group. CONCLUSIONS ApBM training effectively reduces gaming cravings in patients with IGD, enhancing executive control and mitigating impulsive behaviors.
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Affiliation(s)
- Jiejie Fu
- Department of Psychology, Yunnan Normal University, Kunming, Yunnan Province, China; Center for Cognition and Brain Disorders, the Affiliated Hospital of Hangzhou Normal University, Hangzhou, Zhejiang Province, China
| | - Xuefeng Xu
- Department of Psychology, Yunnan Normal University, Kunming, Yunnan Province, China
| | - Yi-Sheng Dong
- Department of Psychology and Behavioral Sciences, Zhejiang University, Hangzhou, China
| | - Min Wang
- Department of Psychology, Yunnan Normal University, Kunming, Yunnan Province, China
| | - Zhangzhushan Zhou
- Department of Psychology, Yunnan Normal University, Kunming, Yunnan Province, China
| | - Yijun Hu
- Department of Psychology, Yunnan Normal University, Kunming, Yunnan Province, China
| | - Qinxuan Li
- Department of Psychology, Yunnan Normal University, Kunming, Yunnan Province, China
| | - Shengjia Liu
- Department of Psychology, Yunnan Normal University, Kunming, Yunnan Province, China
| | - Weijie He
- Department of Psychology, Yunnan Normal University, Kunming, Yunnan Province, China
| | - Guang-Heng Dong
- Department of Psychology, Yunnan Normal University, Kunming, Yunnan Province, China.
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Guarriello A, Fleckenstein T, Soravia LM, Tschuemperlin RM, Batschelet HM, Jaeger J, Wiers RW, Moggi F, Stein M. Mediation of beneficial effects of an alcohol-specific inhibition training on drinking of patients with alcohol use disorder: The role of cognitive demands and inhibitory performance. Addict Behav 2025; 161:108212. [PMID: 39571511 DOI: 10.1016/j.addbeh.2024.108212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 10/28/2024] [Accepted: 11/04/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND A cognitively demanding, alcohol-specific inhibition training (Alc-IT) might enhance treatment success in patients with severe alcohol use disorder (AUD; Stein et al., 2023). An inhibitory working mechanism for Alc-IT has been discussed, but compelling evidence supporting this hypothesis is yet lacking. The present study investigates inhibitory performance during Alc-IT and examines whether inhibitory parameters mediate drinking outcome. METHODS Patients with AUD (N = 232) completed six sessions of either a standard or improved Alc-IT, differing in their inhibitory demands determined by Go/NoGo-ratios in a modified Go-NoGo-task, or a control training. During these training sessions, data on inhibitory performance was collected. To assess differences in inhibitory performance and its improvement, alcohol-related errors of commission and relative performance, integrating accuracy and speed, were analyzed with hierarchical linear contrast models. Mediation analyses tested whether inhibitory performance predicted drinking outcome (percent days abstinent at 3-month follow-up). RESULTS Patients in improved Alc-IT started with higher errors of commission (γ01(standard) = -2.74, p < 0.001, R2 = 0.885) and a lower relative performance in the first training session compared to standard Alc-IT (γ01(standard) = 0.51, p = 0.004). They showed a steeper increase in relative performance until the final sixth session (γ1(s6),(standard) = -0.37, p = 0.024, R2 = 0.882). The effect of improved Alc-IT on drinking outcome was mediated by relative performance increase (bootstrap-CI [0.15, 7.11]). CONCLUSION Higher inhibitory demands enable larger improvements across sessions. Mediation analysis supports an inhibitory working mechanism. Tailoring inhibitory demands to individual performance capacity could optimize future Alc-IT.
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Affiliation(s)
- Alessandra Guarriello
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland
| | - Tim Fleckenstein
- University of Bern, Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Bern, Switzerland
| | - Leila M Soravia
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland; Clinic Suedhang, Center for Treatment of Addictive Disorders, Kirchlindach, Switzerland
| | - Raphaela M Tschuemperlin
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland; Clinic Suedhang, Center for Treatment of Addictive Disorders, Kirchlindach, Switzerland
| | - Hallie M Batschelet
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland
| | - Joshua Jaeger
- University of Bern, Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Bern, Switzerland; Clinic Suedhang, Center for Treatment of Addictive Disorders, Kirchlindach, Switzerland
| | - Reinout W Wiers
- Addiction, Development and Psychopathology (ADAPT-) Lab, Department of Psychology, University of Amsterdam and Centre for Urban Mental Health, University of Amsterdam, Amsterdam, the Netherlands
| | - Franz Moggi
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland
| | - Maria Stein
- University Hospital of Psychiatry and Psychotherapy, Translational Research Center, University of Bern, Bern, Switzerland; University of Bern, Department of Clinical Psychology and Psychotherapy, Institute of Psychology, Bern, Switzerland.
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Sussman S. Vulnerability to addictive behaviors: the Associational Memory-Appetitive Systems Relations Model. World Psychiatry 2025; 24:132-133. [PMID: 39810683 PMCID: PMC11733438 DOI: 10.1002/wps.21283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/30/2024] [Indexed: 01/16/2025] Open
Affiliation(s)
- Steve Sussman
- Departments of Population and Public Health Sciences, and Psychology, and School of Social Work, University of Southern California, Los Angeles, CA, USA
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Peng Z, Jia Q, Mao J, Luo X, Huang A, Zheng H, Jiang S, Ma Q, Ma C, Yi Q. Neurotransmitters crosstalk and regulation in the reward circuit of subjects with behavioral addiction. Front Psychiatry 2025; 15:1439727. [PMID: 39876994 PMCID: PMC11773674 DOI: 10.3389/fpsyt.2024.1439727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Accepted: 12/26/2024] [Indexed: 01/31/2025] Open
Abstract
Behavioral addictive disorders (BADs) have become a significant societal challenge over time. The central feature of BADs is the loss of control over engaging in and continuing behaviors, even when facing negative consequences. The neurobiological underpinnings of BADs primarily involve impairments in the reward circuitry, encompassing the ventral tegmental area, nucleus accumbens in the ventral striatum, and prefrontal cortex. These brain regions form networks that communicate through neurotransmitter signaling, leading to neurobiological changes in individuals with behavioral addictions. While dopamine has long been associated with the reward process, recent research highlights the role of other key neurotransmitters like serotonin, glutamate, and endorphins in BADs' development. These neurotransmitters interact within the reward circuitry, creating potential targets for therapeutic intervention. This improved understanding of neurotransmitter systems provides a foundation for developing targeted treatments and helps clinicians select personalized therapeutic approaches.
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Affiliation(s)
- Zhenlei Peng
- Xinjiang Clinical Medical Research Center of Mental Health, The Psychological Medicine Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Qiyu Jia
- Department of Trauma Orthopedics, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Junxiong Mao
- Xinjiang Clinical Medical Research Center of Mental Health, The Psychological Medicine Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Xiao Luo
- Xinjiang Clinical Medical Research Center of Mental Health, The Psychological Medicine Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Anqi Huang
- Child Mental Health Research Center, Nanjing Brain Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, Nanjing, China
| | - Hao Zheng
- The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Zhejiang, China
| | - Shijie Jiang
- Xinjiang Clinical Medical Research Center of Mental Health, The Psychological Medicine Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Qi Ma
- Xinjiang Clinical Medical Research Center of Mental Health, The Psychological Medicine Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
- Xinjiang Key Laboratory of Metabolic Disease, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Chuang Ma
- Department of Trauma Orthopedics, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
| | - Qizhong Yi
- Xinjiang Clinical Medical Research Center of Mental Health, The Psychological Medicine Center, The First Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, China
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Piccoli LR, Albertella L, Christensen E, Fontenelle LF, Suo C, Richardson K, Yücel M, Lee RS. Cognitive inflexibility moderates the relationship between relief-driven drinking motives and alcohol use. Addict Behav Rep 2024; 20:100559. [PMID: 39045445 PMCID: PMC11263493 DOI: 10.1016/j.abrep.2024.100559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 06/21/2024] [Accepted: 06/26/2024] [Indexed: 07/25/2024] Open
Abstract
Introduction Drinking motives and neurocognition play significant roles in predicting alcohol use. There is limited research examining how relief-driven drinking motives interact with neurocognition in alcohol use, which would help to elucidate the neurocognitive-motivational profiles most susceptible to harmful drinking. This study investigated the interactions between neurocognition (response inhibition and cognitive flexibility) and relief-driven drinking, in predicting problem drinking. Methods Participants completed the Alcohol Use Disorders Identification Test - Consumption items (AUDIT-C) to measure drinking behaviour, and online cognitive tasks, including the Value-Modulated Attentional Capture and Reversal Task (VMAC-R) and the Stop Signal Task (SST). The sample (N = 368) were individuals who drink alcohol, which included a subsample (N = 52) with problematic drinking, as defined by self-identifying as having a primary drinking problem. Drinking motives were assessed using a binary coping question in the overall sample, and the Habit, Reward, and Fear Scale (HRFS) in the subsample. Moderation analyses were conducted to investigate whether cognitive flexibility and response inhibition moderated relationships between relief-driven motives and drinking. Results Cognitive flexibility moderated the relationship between relief-driven motives and drinking (overall sample: β = 13.69, p = 0.017; subsample: β = 1.45, p = 0.013). Greater relief-driven motives were associated with heavier drinking for individuals with low cognitive flexibility. There was no significant interaction between response inhibition and relief-driven motives. Conclusions Relief-driven drinking motives interact with cognitive inflexibility to drive heavier drinking. Greater understanding of these neurocognitive-motivational mechanisms may help to develop more targeted and effective interventions for reducing harmful drinking.
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Affiliation(s)
- Lara R. Piccoli
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Lucy Albertella
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Erynn Christensen
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Leonardo F. Fontenelle
- Institute of Psychiatry of the Federal University of Rio de Janeiro, Brazil
- D’Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil
| | - Chao Suo
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Karyn Richardson
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
| | - Murat Yücel
- Department of Psychiatry, School of Clinical Sciences, Monash University, Australia
- QIMR Berghofer Medical Research Institute, Australia
| | - Rico S.C. Lee
- BrainPark, Monash Biomedical Imaging, The Turner Institute for Brain and Mental Health, Monash University, Melbourne, Australia
- The Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, Australia
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Campanella S. Addictive behaviors: decades of research, but still so many questions! Front Psychol 2024; 15:1485118. [PMID: 39569092 PMCID: PMC11576176 DOI: 10.3389/fpsyg.2024.1485118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 10/18/2024] [Indexed: 11/22/2024] Open
Affiliation(s)
- Salvatore Campanella
- Laboratory of Medical Psychology and Addiction, CHU Brugmann, ULB Neuroscience Institute, Université Libre de Bruxelles, Brussels, Belgium
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Raybould JN, Tunney RJ. Factor analysis of impulsivity in gaming disorder and internet gaming disorder. BMC Psychiatry 2024; 24:652. [PMID: 39363323 PMCID: PMC11447986 DOI: 10.1186/s12888-024-06072-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 09/10/2024] [Indexed: 10/05/2024] Open
Abstract
BACKGROUND Research suggests that a two-factor model of impulsivity predicts Substance Use Disorder and Gambling Disorder. We aimed to determine whether a similar factor structure was present for Gaming Disorder (GD) and Internet Gaming Disorder (IGD). METHODS Secondary data analysis was conducted on survey responses from 372 participants who had completed a series of questions on facets of impulsivity and their involvement in gaming. Participants were sampled from gaming forums and an online recruitment website. Exploratory factor analysis was conducted on the measures of trait impulsivity, and the identified factors were then analyzed against measures of Gaming Disorder and Internet Gaming Disorder. A confirmatory factor analysis was then run to confirm the model. RESULTS The exploratory results suggested a five-factor model of impulsivity, with gaming being related to all five factors. Interestingly, only two of those factors (Urgency (Positive Urgency, Negative Urgency, Delay Discounting) and (Impaired) Inhibitory Control (False Button Presses on Go/No-Go Tasks)) predicted symptom counts above the clinical cut-off for IGD. In addition, Urgency was related to symptom counts above 7/9 criteria for IGD, as well as symptom counts above the suggested clinical cut-off for GD. The confirmatory factor analysis suggested that this two-factor model of impulsivity had 'good fit.' CONCLUSIONS This two-factor model of impulsivity is similar to those found in established addiction disorders, in that one factor appears to predict more problematic involvement than the other. However, the results indicate that Urgency predicts higher symptom counts than (Impaired) Inhibitory Control. This contrasts with previous findings on substance use and gambling, where (Impaired) Inhibitory Control was the factor predicting problematic use. However, there was evidence to suggest that gaming is similar to alcohol consumption, where socially acceptable, "healthy," use is related to impulsivity at some level, but Urgency is key in the transition from recreational to disordered behavior.
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Affiliation(s)
- Jodie N Raybould
- School of Psychology, Aston University, Birmingham, UK
- School of Psychological, Social and Behavioural Sciences, Coventry University, Coventry, UK
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Wang J, Li H. Neural Correlates of the Attentional Bias Towards Subliminal Pornographic Cues in Individuals with Tendencies Toward Problematic Pornography Use: An ERP Study Using a Dot-Probe Task. ARCHIVES OF SEXUAL BEHAVIOR 2024; 53:3365-3378. [PMID: 39134733 DOI: 10.1007/s10508-024-02965-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Revised: 05/20/2024] [Accepted: 07/19/2024] [Indexed: 09/13/2024]
Abstract
Attentional bias toward addiction-related stimuli has been implicated in the development and maintenance of addiction disorders. Several previous studies have reported an attentional bias toward pornographic cues in individuals with problematic pornography use (PPU). Since attentional bias can occur without conscious awareness, the purpose of this study was to use electroencephalography to examine whether individuals with a high tendency for PPU exhibit attentional bias at the level of the preconscious processing. Event-related potentials (ERPs) were recorded while male participants with high (n = 24) and low (n = 23) levels of subclinical PPU performed a masked version of the dot-probe task measuring attentional bias toward subliminally presented pornographic stimuli. Behavioral data revealed that participants from both groups with high and low tendencies for PPU reacted faster to probes replacing pornographic images than to probes replacing neutral images. ERPs revealed that individuals with a high tendency for PPU exhibited larger probe-locked P1 amplitudes following masked pornographic images (valid condition) compared with masked neutral images (invalid condition). Additionally, PPU symptom severity correlated positively with the P1 amplitude difference between valid and invalid conditions. These results highlight the automaticity of attentional capture by pornographic stimuli and support the hypothesis of an addiction-related attentional bias during preconscious processes. The implication of these findings for understanding the clinical phenomenon of out-of-control addictive behavior are discussed.
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Affiliation(s)
- Jianfeng Wang
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, 610066, China
- School of Psychology, Chengdu Medical College, Chengdu, China
| | - Hong Li
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, 610066, China.
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Bahri MRZ, Tayim N, Fakhrou A, Davoudi M. Associations between Adverse Childhood Experiences and Gambling Severity in Youth Online Gamblers: The Mediating Roles of Internalizing, Attention and Externalizing Problems. J Gambl Stud 2024; 40:1559-1573. [PMID: 38802628 DOI: 10.1007/s10899-024-10320-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/28/2024] [Indexed: 05/29/2024]
Abstract
BACKGROUND This study examined the association between Adverse Childhood Experiences (ACEs) and Gambling Severity (gambling severity), considering the mediating roles of internalizing, externalizing, and attention among youth online gamblers. METHODS 762 youth (agemean±SD= 15.03 ± 2.40; agerange = 10-18 years; 75.3% boys) completed the Persian Gambling Disorder Screening Questionnaire (GDSQ-P), Pediatric Symptom Checklist - Youth Report (Y-PSC), and Behavioral Risk Factor Surveillance System Questionnaire (ACE's section, modified by authors). The analysis was done using the SMART PLS software. RESULTS The reliability and discriminant validity of the provided model were assessed using Partial Least Squares-Structural Equation Modeling (PLS-SEM). According to the results of the PLS-SEM analysis, the present model demonstrated suitable levels of reliability and validity. Adverse Childhood Experiences (ACEs) significantly affected attention, internalizing, externalizing problems, and gambling severity. Additionally, the level of gambling was directly correlated with ACEs. Moreover, the indirect influence of the independent variable on the dependent variable via the mediators was found to be statistically significant (P < .001).These findings suggest that externalizing behaviors, attention problems, and internalizing symptoms mediate the effect of ACEs on gambling severity. Lastly, fitness indices indicated that our proposed model fit the data well (SRMR = 0.06, d_ULS = 1.15, Chi-square = 1291.461, and NFI = 0.71). CONCLUSION Our study found that ACEs significantly influence gambling severity among youth online gamblers, with internalizing, externalizing, and attention problems mediating this relationship. Practical implications include integrating ACE screening and targeted interventions for associated mental health issues into youth gambling prevention programs to mitigate the risk of problematic gambling behavior.
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Affiliation(s)
| | - Natalie Tayim
- Department of Psychology, School of Social Sciences and Humanities, Doha Institute for Graduate Studies, Doha, Qatar
| | - Abdulnaser Fakhrou
- Department of Psychological Sciences, College of Education, Qatar University, Doha, Qatar
| | - Mohammadreza Davoudi
- Department of Clinical Psychology, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran.
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Courtney KE, Liu W, Andrade G, Schulze J, Doran N. Attentional Bias, Pupillometry, and Spontaneous Blink Rate: Eye Characteristic Assessment Within a Translatable Nicotine Cue Virtual Reality Paradigm. JMIR Serious Games 2024; 12:e54220. [PMID: 38952012 PMCID: PMC11220568 DOI: 10.2196/54220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 03/05/2024] [Accepted: 06/01/2024] [Indexed: 07/03/2024] Open
Abstract
Background Incentive salience processes are important for the development and maintenance of addiction. Eye characteristics such as gaze fixation time, pupil diameter, and spontaneous eyeblink rate (EBR) are theorized to reflect incentive salience and may serve as useful biomarkers. However, conventional cue exposure paradigms have limitations that may impede accurate assessment of these markers. Objective This study sought to evaluate the validity of these eye-tracking metrics as indicators of incentive salience within a virtual reality (VR) environment replicating real-world situations of nicotine and tobacco product (NTP) use. Methods NTP users from the community were recruited and grouped by NTP use patterns: nondaily (n=33) and daily (n=75) use. Participants underwent the NTP cue VR paradigm and completed measures of nicotine craving, NTP use history, and VR-related assessments. Eye-gaze fixation time (attentional bias) and pupillometry in response to NTP versus control cues and EBR during the active and neutral VR scenes were recorded and analyzed using ANOVA and analysis of covariance models. Results Greater subjective craving, as measured by the Tobacco Craving Questionnaire-Short Form, following active versus neutral scenes was observed (F1,106=47.95; P<.001). Greater mean eye-gaze fixation time (F1,106=48.34; P<.001) and pupil diameter (F1,102=5.99; P=.02) in response to NTP versus control cues were also detected. Evidence of NTP use group effects was observed in fixation time and pupillometry analyses, as well as correlations between these metrics, NTP use history, and nicotine craving. No significant associations were observed with EBR. Conclusions This study provides additional evidence for attentional bias, as measured via eye-gaze fixation time, and pupillometry as useful biomarkers of incentive salience, and partially supports theories suggesting that incentive salience diminishes as nicotine dependence severity increases.
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Affiliation(s)
| | - Weichen Liu
- Department of Computer Science and Engineering, University of California, San Diego, La Jolla, CA, United States
| | - Gianna Andrade
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Jurgen Schulze
- Department of Computer Science and Engineering, University of California, San Diego, La Jolla, CA, United States
| | - Neal Doran
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
- Veterans Affairs San Diego Healthcare System, La Jolla, CA, United States
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Hall D, Lawn W, Ofori S, Trinci K, Borissova A, Mokrysz C, Petrilli K, Bloomfield MAP, Wall MB, Freeman TP, Curran HV. The acute effects of cannabis, with and without cannabidiol, on attentional bias to cannabis related cues: a randomised, double-blind, placebo-controlled, cross-over study. Psychopharmacology (Berl) 2024; 241:1125-1134. [PMID: 38416223 PMCID: PMC11106134 DOI: 10.1007/s00213-024-06543-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Accepted: 01/20/2024] [Indexed: 02/29/2024]
Abstract
RATIONALE Attentional bias to drug-related stimuli is hypothesised to contribute towards addiction. However, the acute effects of Δ9-tetrahydrocannabinol (THC) on attentional bias to cannabis cues, the differential response in adults and adolescents, and the moderating effect of cannabidiol (CBD) are unknown. OBJECTIVES Our study investigated (1) the acute effects of vaporised cannabis on attentional bias to cannabis-related images in adults and adolescents and (2) the moderating influences of age and CBD. METHODS We conducted a randomised, double-blind, placebo-controlled, cross-over study where three weight-adjusted vaporised cannabis preparations: 'THC' (8 mg THC for a 75-kg person), 'THC + CBD' (8 mg THC and 24 mg CBD for a 75-kg person) and PLA (matched placebo). Cannabis was administered on 3 separate days to 48 participants, who used cannabis 0.5-3 days/week: 24 adolescents (12 females, aged 16-17) and 24 adults (12 females, aged 26-29). Participants completed a visual probe task with cannabis cues. Our primary outcome was attentional bias to cannabis stimuli, measured using the differential reaction time to a cannabis vs. neutral probe, on 200-ms trials. RESULTS In contrast to hypotheses, attention was directed away from cannabis cues on placebo, and there was a main effect of the drug (F(2,92) = 3.865, p = 0.024, η2p = 0.077), indicating THC administration eliminated this bias. There was no significant impact of CBD nor an age-by-drug interaction. CONCLUSIONS Acute THC intoxication eliminated attentional bias away from cannabis cues. There was no evidence of differential response in adolescents compared to adults and no evidence that a moderate vaporised dose of CBD altered the impact of cannabis on attentional bias. TRIAL REGISTRATION This study was listed with the US National Library of Medicine and registered on ClinicalTrials.gov, URL: Do Adolescents and Adults Differ in Their Acute Response to Cannabis?-Full Text View-ClinicalTrials.gov, registration number: NCT04851392.
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Affiliation(s)
- Daniel Hall
- Clinical Psychopharmacology Unit, Clinical Educational and Health Psychology, University College London, London, UK
- Daniel Hall, Springfield University Hospital, 15 Springfield Drive, London, SW17 0YF, UK
| | - Will Lawn
- Clinical Psychopharmacology Unit, Clinical Educational and Health Psychology, University College London, London, UK
- Department of Psychology, Institute of Psychiatry Psychology and Neuroscience, King's College, London, UK
| | - Shelan Ofori
- Clinical Psychopharmacology Unit, Clinical Educational and Health Psychology, University College London, London, UK
| | - Katie Trinci
- Clinical Psychopharmacology Unit, Clinical Educational and Health Psychology, University College London, London, UK
| | - Anya Borissova
- Department of Neuroimaging, Institute of Psychiatry Psychology and Neuroscience, King's College, London, UK
- NIHR University College London Hospitals Biomedical Research Centre, University College Hospital, London, UK
| | - Claire Mokrysz
- Clinical Psychopharmacology Unit, Clinical Educational and Health Psychology, University College London, London, UK
| | - Kat Petrilli
- Addiction and Mental Health Group (AIM), Department of Psychology, University of Bath, London, UK
| | - Michael A P Bloomfield
- Clinical Psychopharmacology Unit, Clinical Educational and Health Psychology, University College London, London, UK
- NIHR University College London Hospitals Biomedical Research Centre, University College Hospital, London, UK
- Translational Psychiatry Research Group, Research Department of Mental Health Neuroscience, Division of Psychiatry, University College London, London, UK
| | - Matthew B Wall
- Clinical Psychopharmacology Unit, Clinical Educational and Health Psychology, University College London, London, UK
- Invicro London, Hammersmith Hospital, London, UK
| | - Tom P Freeman
- Clinical Psychopharmacology Unit, Clinical Educational and Health Psychology, University College London, London, UK
- Addiction and Mental Health Group (AIM), Department of Psychology, University of Bath, London, UK
| | - H Valerie Curran
- Clinical Psychopharmacology Unit, Clinical Educational and Health Psychology, University College London, London, UK.
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Tibboel H, Van Bockstaele B, Spruyt A, Franken I. Implicit beliefs and automatic associations in smoking. J Behav Ther Exp Psychiatry 2024; 83:101925. [PMID: 38029484 DOI: 10.1016/j.jbtep.2023.101925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 10/23/2023] [Accepted: 10/29/2023] [Indexed: 12/01/2023]
Abstract
BACKGROUND AND OBJECTIVES Dual process models of addiction suggest that controlled, goal-directed processes prevent drug-use, whereas impulsive, stimulus-driven processes promote drug-use. The most frequently used measure of automatic smoking-related processes, the implicit association test (IAT), has yielded mixed results. We examine the validity of two alternative implicit measures: 1) the affect misattribution procedure (AMP), a measure of automatic evaluations, and 2) the relational responding task (RRT), a measure of implicit beliefs. METHODS Smokers and non-smokers performed smoking-related versions of the AMP and the RRT and filled in questionnaires for smoking dependence. Smokers participated in two sessions: once after they just smoked, and once after being deprived for 10 h. Smokers also kept a smoking diary for a week after the second session. RESULTS We found significant differences between smokers and non-smokers on the RRT, t (86) = 2.86, p = .007, d = 0.61, and on the AMP, F (1, 85) = 6.22, p = .015, pƞ2 = 0.07. Neither the AMP nor the RRT were affected by the deprivation manipulation. Smoking dependence predicted smoking behavior in the following week; the AMP and RRT did not explain additional variance. LIMITATIONS Possibly, our manipulation was not strong enough to affect the motivational state of participants in a way that it changed their implicit cognitions. Future research should examine the sensitivity of implicit measures to (motivational) context. CONCLUSIONS We found limited evidence for the validity of the smoking-AMP and the smoking-RRT, highlighting the need for a critical view on implicit measures.
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Cappelli C, Pike JR, Xie B, Michaels AJ, Stacy AW. Adolescent's explicit and implicit cigarette cognitions predict experimentation with both cigarettes and e-cigarettes. THE AMERICAN JOURNAL OF DRUG AND ALCOHOL ABUSE 2024; 50:401-412. [PMID: 38768439 DOI: 10.1080/00952990.2024.2335979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 03/06/2024] [Accepted: 03/15/2024] [Indexed: 05/22/2024]
Abstract
Background: Past year, month, and lifetime adolescent e-cigarette use rates remain persistently high, despite falling cigarette use rates. Previous investigations have noted a strong relationship between an individual's positive and negative cognitions related to a behavior, and subsequent initiation of that behavior.Objective: This investigation was conducted to determine the impact positive and negative explicit and implicit cigarette-related cognitions may have on the use of cigarettes and e-cigarettes among at-risk, cigarette-naive adolescents.Methods: A three-year longitudinal investigation evaluated the relationship between cigarette-related cognitions and subsequent cigarette and e-cigarette use among 586 alternative high school students (female: 50.8%; mean age: 17.4 years; Hispanic/Latino: 75.0%) who had never smoked cigarettes at the baseline assessment. Multilevel logistic regression models were used to generate demographics-adjusted odds ratios (OR) and 95% confidence intervals (95% CI).Results: Students with higher positive explicit cigarette cognitions at the baseline had greater odds of subsequent cigarette use (OR = 1.72, 95% CI 1.11-2.68). If students also reported an increase over time in positive (OR = 3.45, 95% CI 2.10-5.68) or negative (OR = 1.93, 95% CI 1.03-3.61) explicit cigarette cognitions, the odds of cigarette use increased. The odds of dual use of cigarettes and e-cigarettes were greater among students who had higher negative implicit cigarette cognitions at the baseline (OR = 2.07, 95% CI 1.03-4.17) compared to those with lower levels of negative implicit cognitions.Conclusion: Prevention programming that focuses on decreasing positive cognitions related to nicotine and tobacco use may have greater overall effect on decreasing use compared to programs that only focus on increasing negative cognitions individuals form surrounding cigarette or e-cigarettes.
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Affiliation(s)
- Christopher Cappelli
- Department of Health and Human Sciences, Loyola Marymount University, Los Angeles, CA, USA
| | - James Russell Pike
- Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Bin Xie
- School of Community and Global Health, Claremont Graduate University, Claremont, CA, USA
| | - Alyssa Jenna Michaels
- Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Alan W Stacy
- School of Community and Global Health, Claremont Graduate University, Claremont, CA, USA
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Tang ACY, Lee RLT, Lee PH, Tanida K, Chan S, Lam SC, Nailes J, Malinit JP, Juangco JRG, Wang Q, Ligot J, Suen LKP. The mediating effect of dispositional mindfulness on the association between UPPS-P impulsivity traits and gaming disorder among Asia-Pacific young adults. BMC Psychiatry 2024; 24:328. [PMID: 38689236 PMCID: PMC11061906 DOI: 10.1186/s12888-024-05740-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 04/04/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND Little evidence is available to verify the mediating effect of dispositional mindfulness on the association between gaming disorder and various impulsivity traits. The present study aimed to investigate the mediating effect of dispositional mindfulness on the association between the five UPPS-P impulsivity traits and the risk of gaming disorder among young adults. METHODS It was an inter-regional cross-sectional study using online survey in Australia, Japan, The Philippines and China. Impulsivity measured by the UPPS-P Impulsive Behavior Scale-Short version; dispositional mindfulness measured by the Mindfulness Attention Awareness Scale; and the risk of gaming disorder measured by the Internet Gaming Disorder Scale were collected in the focal regions. Structural equation modeling was performed by SPSS AMOS version 26 to verify the study hypotheses. Bootstrapped 95% confidence interval was reported. Statistical significance was indicated by the p-value below 0.05. RESULTS Among the 1,134 returned questionnaires, about 40% of them aged 18-20 years and 21-23 years, respectively. 53.8% were male. 40.7% had been playing digital and video games for over 10 years. The prevalence of gaming disorder was 4.32%. The model fitness indices reflected that the constructed model had an acceptable model fit (χ2(118) = 558.994, p < 0.001; χ2/df = 4.737; CFI = 0.924; TLI = 0.890; GFI = 0.948; RMSEA = 0.058; SRMR = 0.0487). Dispositional mindfulness fully mediated the effect of positive urgency and negative urgency on the risk of gaming disorder. The effect of lack of premeditation on the risk of gaming disorder was partially mediated by dispositional mindfulness. However, dispositional mindfulness did not mediate the effect of sensation seeking on the risk of gaming disorder. CONCLUSIONS The varied associations between dispositional mindfulness and the five impulsivity traits hints that improving some impulsive traits may increase dispositional mindfulness and so lower the risk of gaming disorder. Despite further studies are needed to verify the present findings, it sheds light on the need to apply interventions on gamers based on their impulsivity profile. Interventions targeting at emotion regulation and self-control such as mindfulness-based interventions seem to be effective to help gamers with dominant features of urgency and lack of premeditation only. Other interventions shall be considered for gamers with high sensation seeking tendency to enhance the effectiveness of gaming disorder prevention.
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Affiliation(s)
- Anson Chui Yan Tang
- School of Nursing, Tung Wah College, 16/F, Ma Kam Chan Memorial Building, 31 Wylie Road, Hong Kong, China
| | - Regina Lai-Tong Lee
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
- School of Nursing and Midwifery, University of Newcastle, NSW, Australia
| | - Paul Hong Lee
- Southampton Clinical Trials Unit, University of Southampton, Southampton, United Kingdom
| | - Keiko Tanida
- College of Nursing Art and Science, University of Hyogo, Hyogo, Japan
| | - Shun Chan
- School of Nursing, Tung Wah College, 16/F, Ma Kam Chan Memorial Building, 31 Wylie Road, Hong Kong, China
| | - Simon Ching Lam
- School of Nursing, Tung Wah College, 16/F, Ma Kam Chan Memorial Building, 31 Wylie Road, Hong Kong, China
| | - Jennifer Nailes
- Research Institute for Health Sciences, University of the East Ramon Magsaysay Memorial Medical Center, Quezon City, Philippines
| | - Joy P Malinit
- Department of Psychiatry, University of the East Ramon Magsaysay Memorial Medical Center, Quezon City, Philippines
| | - Jose Ronilo G Juangco
- College of Medicine, University of the East Ramon Magsaysay Memorial Medical Center, Quezon City, Philippines
| | - Qing Wang
- School of Nursing, Lanzhou University, Lanzhou, China
| | - Jason Ligot
- College of Public Health, University of The Philippines Manila, Manila, Philippines
| | - Lorna Kwai Ping Suen
- School of Nursing, Tung Wah College, 16/F, Ma Kam Chan Memorial Building, 31 Wylie Road, Hong Kong, China.
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15
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Zhang Y, Chen Z. Attentional Bias Toward Cigarette-Related Cues in Male Smokers is Modulated by Cognitive Control Mechanisms. Subst Use Misuse 2024; 59:1256-1260. [PMID: 38600730 DOI: 10.1080/10826084.2024.2340968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Abstract
Background: Many studies have found that smokers' attentional bias toward cigarette-related cues and cognitive control impairment significantly impacts their cigarette use. However, there is limited research on how the interaction between attentional bias and cognitive control may modulate smokers' cigarette-seeking behavior. Objectives: This study used a cigarette Stroop task to examine whether smokers with different attentional control ability had different levels of attentional bias toward cigarette-related cues. Methods: A total of 130 male smokers completed the Flanker task to measure their attentional control ability. The attentional control scores of all participants were ranked from low to high, with the top 27% placed in the high attentional control group and the bottom 27% in the low attentional control group. Subsequently, both groups completed the cigarette Stroop task to measure their attentional bias toward cigarette-related cues. Results: Smokers with low attentional control responded more slowly to cigarette-related cues than to neutral cues, while smokers with high attentional control showed no significant difference in their response time to either condition. Conclusions/Importance: Attentional control ability can regulate smokers' attentional bias toward cigarette-related cues. Smokers with low attentional control ability are more likely to have attentional bias toward cigarette-related cues, offering insights for targeted prevention of cigarette addiction.
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Affiliation(s)
- Yang Zhang
- Faculty of Education, Henan Normal University, Xinxiang, People's Republic of China
| | - ZhiChen Chen
- School of Psychology, Northwest Normal University, Lanzhou, People's Republic of China
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Schenkel EJ, Rinck M, Wiers RW, Becker ES, Muhlig S, Schoeneck R, Lindenmeyer J. Implementing Approach-Bias Modification as Add-On to Varieties of Clinical Treatment for Alcohol Use Disorders: Results of a Multicenter RCT. Eur Addict Res 2024; 30:94-102. [PMID: 38503273 DOI: 10.1159/000537811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 02/02/2024] [Indexed: 03/21/2024]
Abstract
INTRODUCTION Abstinence rates after inpatient treatment for alcohol use disorder (AUD) are modest (1-year rate around 50%). One promising approach is to re-train the automatically activated action tendency to approach alcohol-related stimuli (alcohol-approach bias) in AUD patients, as add-on to regular treatment. As efficacy has been demonstrated in well-controlled randomized controlled trials, the important next step is to add alcohol-approach-bias modification (alcohol-ApBM) to varieties of existing treatments for AUD. Therefore, this prospective, multicenter implementation-RCT examined whether adding alcohol-ApBM to regular treatments (various abstinence-oriented treatments including both individual and group-based interventions) would significantly increase abstinence rates compared to receiving regular treatment only, in a variety of naturalistic settings with different therapeutic approaches. METHODS A total of 1,586 AUD inpatients from 9 German rehabilitation clinics were randomly assigned to receive either ApBM in addition to regular treatment or not. Training satisfaction of patients and therapists was measured after training. Success rates were determined at 3, 6, and 12 months post-treatment. RESULTS Return rates of the post-treatment assessments varied greatly between clinics, often being low (18-76%). Nevertheless, ApBM significantly increased success rates after 3 months. After 6 and 12 months, the differences were not significant. ApBM was evaluated mostly positively by patients and therapists. DISCUSSION/CONCLUSION ApBM was an effective add-on to regular treatment of AUD at 3 months follow-up, across a variety of AUD treatment settings. However, low return rates for the clinical outcomes reduced the effect size of ApBM considerably. The application of ApBM proved feasible in varying clinical settings, offering the opportunity to modify automatic processes and to promote abstinence.
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Affiliation(s)
- Edwin J Schenkel
- Department of Psychology, Medizinische Hochschule Brandenburg Theodor Fontane, Neuruppin, Germany
- Salus Clinic Lindow, Lindow, Germany
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Mike Rinck
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Reinout W Wiers
- Department of Psychology, Addiction Development and Psychopathology (ADAPT) Lab, ABC and Yield Research Priority Areas, University of Amsterdam, Amsterdam, The Netherlands
| | - Eni S Becker
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Stephan Muhlig
- Department of Psychology, Chemnitz University of Technology, Chemnitz, Germany
| | | | - Johannes Lindenmeyer
- Department of Psychology, Medizinische Hochschule Brandenburg Theodor Fontane, Neuruppin, Germany
- Salus Clinic Lindow, Lindow, Germany
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Brevers D, Baeken C, Bechara A, He Q, Maurage P, Sescousse G, Vögele C, Billieux J. Increased ventral anterior insular connectivity to sports betting availability indexes problem gambling. Addict Biol 2024; 29:e13389. [PMID: 38516877 PMCID: PMC11061852 DOI: 10.1111/adb.13389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 02/06/2024] [Accepted: 02/20/2024] [Indexed: 03/23/2024]
Abstract
With the advent of digital technologies, online sports betting is spurring a fast-growing expansion. In this study, we examined how sports betting availability modulates the brain connectivity of frequent sports bettors with [problem bettors (PB)] or without [non-problem bettors (NPB)] problematic sports betting. We conducted functional connectivity analyses centred on the ventral anterior insular cortex (vAI), a brain region playing a key role in the dynamic interplay between reward-based processes. We re-analysed a dataset on sports betting availability undertaken in PB (n = 30) and NPB (n = 35). Across all participants, we observed that sports betting availability elicited positive vAI coupling with extended clusters of brain activation (encompassing the putamen, cerebellum, occipital, temporal, precentral and central operculum regions) and negative vAI coupling with the orbitofrontal cortex. Between-group analyses showed increased positive vAI coupling in the PB group, as compared with the NPB group, in the left lateral occipital cortex, extending to the left inferior frontal gyrus, the anterior cingulate gyrus and the right frontal pole. Taken together, these results are in line with the central assumptions of triadic models of addictions, which posit that the insular cortex plays a pivotal role in promoting the drive and motivation to get a reward by 'hijacking' goal-oriented processes toward addiction-related cues. Taken together, these findings showed that vAI functional connectivity is sensitive not only to gambling availability but also to the status of problematic sport betting.
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Affiliation(s)
- Damien Brevers
- Louvain for Experimental Psychopathology Research Group (LEP), Psychological Sciences Research InstituteUCLouvainLouvain‐la‐NeuveBelgium
- Department of Behavioural and Cognitive Sciences, Institute for Health and BehaviourUniversity of LuxembourgEsch‐sur‐AlzetteLuxembourg
| | - Chris Baeken
- Department of PsychiatryUZ BrusselBrusselsBelgium
- Department of Head and Skin, Ghent Experimental Psychiatry (GHEP) LabGhent University Hospital, Ghent UniversityGhentBelgium
- Department of Electrical EngineeringEindhoven University of TechnologyEindhovenThe Netherlands
| | - Antoine Bechara
- Department of PsychologyUniversity of Southern CaliforniaCaliforniaLos AngelesUSA
| | - Qinghua He
- Faculty of PsychologySouthwest UniversityChongqingChina
| | - Pierre Maurage
- Louvain for Experimental Psychopathology Research Group (LEP), Psychological Sciences Research InstituteUCLouvainLouvain‐la‐NeuveBelgium
| | - Guillaume Sescousse
- Lyon Neuroscience Research Center—INSERM U1028—CNRS UMR5292, PSYR2 TeamUniversity of LyonLyonFrance
| | - Claus Vögele
- Department of Behavioural and Cognitive Sciences, Institute for Health and BehaviourUniversity of LuxembourgEsch‐sur‐AlzetteLuxembourg
| | - Joël Billieux
- Institute of PsychologyUniversity of LausanneLausanneSwitzerland
- Centre for Excessive Gambling, Addiction MedicineLausanne University Hospitals (CHUV)LausanneSwitzerland
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Ghiţă A, Hernández-Serrano O, Moreno M, Monràs M, Gual A, Maurage P, Gacto-Sánchez M, Ferrer-García M, Porras-García B, Gutiérrez-Maldonado J. Exploring Attentional Bias toward Alcohol Content: Insights from Eye-Movement Activity. Eur Addict Res 2024; 30:65-79. [PMID: 38423002 PMCID: PMC11126206 DOI: 10.1159/000536252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 01/10/2024] [Indexed: 03/02/2024]
Abstract
INTRODUCTION Attentional bias (AB) is an implicit selective attention toward processing disorder-significant information while neglecting other environmental cues. Considerable empirical evidence highlights the clinical implication of AB in the onset and maintenance of substance use disorder. An innovative method to explore direct measures of AB relies on the eye-movement activity using technologies like eye-tracking (ET). Despite the growing interest regarding the clinical relevance of AB in the spectrum of alcohol consumption, more research is needed to fully determine the AB patterns and its transfer from experimental to clinical applications. The current study consisted of three consecutive experiments. The first experiment aimed to design an ad-hoc visual attention task (VAT) consisting of alcohol-related and neutral images using a nonclinical sample (n = 15). The objective of the second and third experiments was to analyze whether the effect of type of image (alcohol-related vs. neutral images) on AB toward alcohol content using the VAT developed in the first experiment was different for type of drinker (light vs. heavy drinker in the second experiment [n = 30], and occasional social drinkers versus alcohol use disorder (AUD) patients in the third experiment [n = 48]). METHODS Areas of interest (AOIs) within each type of image (neutral and alcohol-related) were designed and raw ET-based data were subsequently extracted through specific software analyses. For experiment 1, attention maps were created and processed for each image. For experiments 2 and 3, data on ET variables were gathered and subsequently analyzed through a two-way ANOVA with the aim of examining the effects of the type of image and drinker on eye-movement activity. RESULTS There was a statistically significant interaction effect between type of image and type of drinker (light vs. heavy drinker in experiment 2, F(1, 56) = 13.578, p < 0.001, partial η2 = 0.195, and occasional social drinker versus AUD patients in the experiment 3, F(1, 92) = 35.806, p < 0.001, partial η2 = 0.280) for "first fixation" with large effect sizes, but not for "number of fixations" and "dwell time." The simple main effect of type of image on mean "first fixation" score for AUD patients was not statistically significant. CONCLUSION The data derived from the experiments indicated the importance of AB in sub-clinical populations: heavy drinkers displayed an implicit preference for alcohol-related images compared to light drinkers. Nevertheless, AB fluctuations in patients with AUD compared to the control group were found. AUD patients displayed an early interest in alcohol images, followed by an avoidance attentional processing of alcohol-related images. The results are discussed in light of recent literature in the field.
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Affiliation(s)
- Alexandra Ghiţă
- Department of Health, Medical and Neuropsychology, Institute of Psychology, Leiden University, Leiden, The Netherlands
| | | | - Manuel Moreno
- Department of Cognition, Development and Educational Psychology, University of Barcelona, Barcelona, Spain
| | - Miquel Monràs
- Addictive Behaviors Unit, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Antoni Gual
- Addictive Behaviors Unit, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Pierre Maurage
- Psychological Sciences Research Institute, Université Catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium
| | | | - Marta Ferrer-García
- Department of Clinical Psychology and Psychobiology, University of Barcelona, Barcelona, Spain
| | - Bruno Porras-García
- Departament of Basic Sciences, Universitat Internacional de Catalunya, Barcelona, Spain
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19
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Machulska A, Woud ML, Brailovskaia J, Margraf J, Klucken T. Nicotine-related interpretation biases in cigarette smoking individuals. Sci Rep 2024; 14:4796. [PMID: 38413636 PMCID: PMC10899185 DOI: 10.1038/s41598-024-55256-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 02/21/2024] [Indexed: 02/29/2024] Open
Abstract
Addictive behaviors are characterized by information processing biases, including substance-related interpretation biases. In the field of cigarette smoking, such biases have not been investigated yet. The present study thus adopted an open-ended scenario approach to measure smoking-related interpretation biases. Individuals who smoke, those who ceased smoking, and those without a smoking history (total sample N = 177) were instructed to generate spontaneous continuations for ambiguous, open-ended scenarios that described either a smoking-related or neutral context. Overall, people who smoke generated more smoking-related continuations in response to smoking-relevant situations than non-smoking individuals or people who had stopped smoking, providing evidence for a smoking-related interpretation bias. When differentiating for situation type within smoking-relevant scenarios, smoking individuals produced more smoking-related continuations for positive/social and habit/addictive situations compared to negative/affective ones. Additionally, the tendency to interpret habit/addictive situations in a smoking-related manner was positively associated with cigarette consumption and levels of nicotine dependence. Exploratory analyses indicated that other substance-related continuations were correlated with their respective behavioral counterparts (e.g., the level of self-reported alcohol or caffeine consumption). The present study is the first to demonstrate smoking-related interpretation biases in relation to current cigarette smoking. Future studies should investigate the causal role of such biases in the initiation and/or maintainance of nicotine addiction and the merit of Interpretation-Bias-Modification training to support smoking cessation.
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Affiliation(s)
- Alla Machulska
- Department of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Siegen, Siegen, Germany.
| | - Marcella L Woud
- Department of Clinical Psychology and Experimental Psychopathology, Faculty of Psychology, Georg-August-University, Göttingen, Germany
- Mental Health Research and Treatment Center, Faculty of Psychology, Ruhr-University Bochum, Bochum, Germany
| | - Julia Brailovskaia
- Mental Health Research and Treatment Center, Faculty of Psychology, Ruhr-University Bochum, Bochum, Germany
- DZPG (German Center for Mental Health), Partner Site Bochum/Marburg, Bochum, Germany
| | - Jürgen Margraf
- Mental Health Research and Treatment Center, Faculty of Psychology, Ruhr-University Bochum, Bochum, Germany
- DZPG (German Center for Mental Health), Partner Site Bochum/Marburg, Bochum, Germany
| | - Tim Klucken
- Department of Clinical Psychology and Psychotherapy, Faculty of Psychology, University of Siegen, Siegen, Germany
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20
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Van Malderen E, Goossens L, Claes L, Wilderjans TF, Kemps E, Verbeken S. Self-regulation profiles in addictive behaviors among adolescents: A transdiagnostic approach. Appetite 2024; 192:107128. [PMID: 37984600 DOI: 10.1016/j.appet.2023.107128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 11/13/2023] [Accepted: 11/14/2023] [Indexed: 11/22/2023]
Abstract
Dual-pathway models suggest that poor self-regulation (immature regulatory combined with strong reactive processes) is an important factor underlying addictive behaviors among adolescents. This study examined whether there are different self-regulation profiles among community adolescents, and how these profiles are related to the presence, severity and comorbidity of different addictive behaviors. A community sample of 341 adolescents (54.5% female; 13-17 years) was recruited. Participants self-reported on regulatory (inhibitory control) and reactive (reward and punishment sensitivity) processes, as well as on different addictive behaviors (binge eating, tobacco-, cannabis- and alcohol use, gaming, gambling and pathological buying). A model-based clustering analysis found evidence for three meaningful profiles: 'impulsive/under-controlled', 'anxious' and 'protective'. The 'impulsive/under-controlled' profile was characterized by the highest prevalence and severity of cannabis use and the most severe alcohol use. The 'impulsive/under-controlled' and 'protective' profiles demonstrated the highest prevalence and severity of tobacco use, whereas the 'impulsive/under-controlled' and 'anxious' profiles showed the highest binge eating scores. Adolescents who reported more than three types of addictive behaviors generally belonged to the 'impulsive/under-controlled' profile. The profiles did not differ for gaming, gambling and pathological buying. The 'impulsive/under-controlled' profile emerged as the most vulnerable profile in the context of addictive behaviors (especially for binge eating and substance use).
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Affiliation(s)
- Eva Van Malderen
- Ghent University, Department of Developmental, Personality and Social Psychology, Henri Dunantlaan 2, 9000, Ghent, Belgium.
| | - Lien Goossens
- Ghent University, Department of Developmental, Personality and Social Psychology, Henri Dunantlaan 2, 9000, Ghent, Belgium
| | - Laurence Claes
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium; Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Tom F Wilderjans
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium; Faculty of Social and Behavioral Sciences, Leiden University, Leiden, the Netherlands; Faculty of Behavioural and Movement Sciences, Vrije Universiteit Amsterdam, the Netherlands; Institute for Brain and Cognition, Leids Universitair Medisch Centrum, the Netherlands
| | - Eva Kemps
- School of Psychology, Flinders University, GPO Box 2100, Adelaide, SA, 5001, Australia
| | - Sandra Verbeken
- Ghent University, Department of Developmental, Personality and Social Psychology, Henri Dunantlaan 2, 9000, Ghent, Belgium
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21
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Bollen Z, Pabst A, Masson N, Wiers RW, Field M, Maurage P. Craving modulates attentional bias towards alcohol in severe alcohol use disorder: An eye-tracking study. Addiction 2024; 119:102-112. [PMID: 37658786 DOI: 10.1111/add.16333] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 07/19/2023] [Indexed: 09/05/2023]
Abstract
BACKGROUND AND AIMS Competing models disagree on three theoretical questions regarding alcohol-related attentional bias (AB), a key process in severe alcohol use disorder (SAUD): (1) is AB more of a trait (fixed, associated with alcohol use severity) or state (fluid, associated with momentary craving states) characteristic of SAUD; (2) does AB purely reflect the over-activation of the reflexive/reward system or is it also influenced by the activity of the reflective/control system and (3) does AB rely upon early or later processing stages? We addressed these issues by investigating the time-course of AB and its modulation by subjective craving and cognitive load in SAUD. DESIGN A free-viewing eye-tracking task, presenting pictures of alcoholic and non-alcoholic beverages, combined with a concurrent cognitive task with three difficulty levels. SETTING A laboratory setting in the detoxification units of three Belgian hospitals. PARTICIPANTS We included 30 patients with SAUD self-reporting craving at testing time, 30 patients with SAUD reporting a total absence of craving and 30 controls matched on sex and age. All participants from SAUD groups met the DSM-5 criteria for SAUD. MEASUREMENTS We assessed AB through early and late eye-tracking indices. We evaluated the modulation of AB by craving (comparison between patients with/without craving) and cognitive load (variation of AB with the difficulty level of the concurrent task). FINDINGS Dwell time measure indicated that SAUD patients with craving allocated more attention towards alcohol-related stimuli than patients without craving (P < 0.001, d = 1.093), resulting in opposite approach/avoidance AB according to craving presence/absence. SAUD patients without craving showed a stronger avoidance AB than controls (P = 0.003, d = 0.806). AB did not vary according to cognitive load (P = 0.962, η2 p = 0.004). CONCLUSIONS The direction of alcohol-related attentional bias (approach/avoidance) appears to be determined by patients' subjective craving at testing time and does not function as a stable trait of severe alcohol use disorder. Alcohol-related attentional bias appears to rely on later/controlled attentional stages but is not modulated by the saturation of the reflective/control system.
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Affiliation(s)
- Zoé Bollen
- Louvain Experimental Psychopathology research group (LEP), Psychological Science Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
| | - Arthur Pabst
- Louvain Experimental Psychopathology research group (LEP), Psychological Science Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
| | - Nicolas Masson
- Numerical Cognition Group, Psychological Science Research Institute and Neuroscience Institute, UCLouvain, Louvain-la-Neuve, Belgium
| | - Reinout W Wiers
- Addiction Development and Psychopathology (ADAPT)-lab, Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands
| | - Matt Field
- Department of Psychology, University of Sheffield, Sheffield, UK
| | - Pierre Maurage
- Louvain Experimental Psychopathology research group (LEP), Psychological Science Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
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22
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Veit L, Jungmann SM, Freitag CM. The Course of Anxiety-Specific Cognitive Bias Following Daycare/Inpatient Treatment in Youths with Social Phobia and School Absenteeism. ZEITSCHRIFT FUR KINDER- UND JUGENDPSYCHIATRIE UND PSYCHOTHERAPIE 2024; 52:1-10. [PMID: 37768010 DOI: 10.1024/1422-4917/a000951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/29/2023]
Abstract
Social phobia (SP) is a common mental disorder in youth often accompanied by absence from school, which may require daycare or inpatient intervention (DC/IN). Objective: The present explorative study investigates changes in anxiety-specific implicit assumptions and interpretation bias following DC/IN. Methods: The study included 16 youths with SP (M age = 15.8 [SD = 1.24], females: 62.5 %) participating in DC/IN. We assessed the main outcomes using the Implicit Association Test and Affective Misattribution Procedure. Results: A large effect was shown for reducing implicit assumptions of feeling anxious (p = .142; η2p = .171) and for reducing the implicit interpretation bias (p = .137; η2p = .162). No change was indicated by effect size in implicit assumptions of feeling socially rejected (p = .649; η2p = .016). Social phobia symptoms initially correlated with changes in implicit assumptions of feeling anxious (r = .45). Conclusion: Effect sizes indicate that implicit anxiety-specific assumptions and interpretation bias descriptively improved following DC/IN. Thus, DC/IN may lead to meaningful improvements of anxiety-specific cognition in some individuals with high SP symptoms, emphasizing the relevance of cognitive behavioral approaches in the treatment of SP. Several limitations are discussed.
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Affiliation(s)
- Lisa Veit
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
| | - Stefanie Maria Jungmann
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
- Department of Clinical Psychology, Psychotherapy and Experimental Psychopathology, Johannes Gutenberg University Mainz, Germany
| | - Christine Margarete Freitag
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany
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23
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Wittekind CE, Schiebel T, Kühn S. Reliability of and associations between cognitive bias measures and response inhibition in smoking. J Behav Ther Exp Psychiatry 2023; 81:101853. [PMID: 36947971 DOI: 10.1016/j.jbtep.2023.101853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 02/06/2023] [Accepted: 03/10/2023] [Indexed: 03/24/2023]
Abstract
BACKGROUND AND OBJECTIVE Theoretical models propose that different cognitive biases are caused by a common underlying mechanism (incentive salience/"wanting") and should, therefore, be interrelated. Additionally, stronger impulsive processes should be related to weaker inhibitory abilities. However, these assumptions have hardly been empirically tested and key psychometric information have hardly been reported in samples of smokers. To extent previous research, the present study aimed (1) to estimate the reliability (split-half) of different cognitive bias measures and (2) to investigate associations between attention, approach and associative biases, response inhibition, and smoking-related variables. METHODS Eighty current, non-deprived smokers completed the following tasks in random order: Approach-Avoidance Task (AAT), Stimulus-Response Compatibility Task (SRCT), Implicit-Association Tests (IAT, approach-avoid, valence), Dotprobe Task, Go-/NoGo Task (GNGT). Additionally, different smoking-related variables were assessed. Split-half reliabilities of the different cognitive (bias) measures and correlations between them were calculated. RESULTS Split-half reliabilities of the AAT, the SRCT, and the Dotprobe Task were unacceptable whereas both IATs and the GNGT showed good to excellent reliability. Smoking-approach associations were significantly related to nicotine dependence; however, none of the cognitive bias measures correlated with response inhibition or smoking-related variables. LIMITATIONS Pictorial stimuli were the same across paradigms and might not have been relevant to all participants. CONCLUSIONS This is the first study to investigate the association between different cognitive biases, response inhibition, and smoking-related variables. Although findings are at odds with theoretical assumptions, their interpretation is clearly restricted by the low reliability of the cognitive bias measures.
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Affiliation(s)
- Charlotte E Wittekind
- LMU Munich, Department of Psychology, Clinical Psychology and Psychotherapy, Germany; University Medical Center Hamburg-Eppendorf, Center for Psychosocial Medicine, Germany.
| | - Tanja Schiebel
- University Medical Center Hamburg-Eppendorf, Center for Psychosocial Medicine, Germany
| | - Simone Kühn
- University Medical Center Hamburg-Eppendorf, Center for Psychosocial Medicine, Germany; Max Planck Institute for Human Development, Lise Meitner Group for Environmental Neuroscience, Berlin, Germany; Max Planck-UCL Center for Computational Psychiatry and Ageing Research, Berlin, Germany
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24
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Hamilton K, Phipps DJ, Loxton NJ, Modecki KL, Hagger MS. Reciprocal relations between past behavior, implicit beliefs, and habits: A cross-lagged panel design. J Health Psychol 2023; 28:1217-1226. [PMID: 37076986 PMCID: PMC10619173 DOI: 10.1177/13591053231164492] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2023] Open
Abstract
The current study assessed cross-lagged relationships between binge drinking, implicit beliefs, and habit in undergraduate university students (N = 105). Students completed self-report survey and implicit measures in lab visits 3 months apart. A structural equation model revealed cross-lagged relations between habit and behavior, and some evidence for a reciprocal relationship between implicit beliefs and habit. Implicit beliefs were related to alcohol behavior across time, but no cross-lagged relationship was observed. Findings provide preliminary support for recent advances in habit theory, suggesting that implicit beliefs and habit may develop in tandem or even share common knowledge structures and schemas.
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Affiliation(s)
- Kyra Hamilton
- School of Applied Psychology, Griffith University, Brisbane, Australia
- Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia
- Health Sciences Research Institute, University of California, Merced, Merced, United States of America
| | - Daniel J Phipps
- School of Applied Psychology, Griffith University, Brisbane, Australia
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Natalie J Loxton
- School of Applied Psychology, Griffith University, Brisbane, Australia
| | - Kathryn L Modecki
- School of Applied Psychology, Griffith University, Brisbane, Australia
- Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia
| | - Martin S Hagger
- School of Applied Psychology, Griffith University, Brisbane, Australia
- Health Sciences Research Institute, University of California, Merced, Merced, United States of America
- Psychological Sciences University of California, Merced, Merced, United States of America
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
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25
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Vranken S, Matthes J, Fitzgerald K, Beullens K. I spy with my little eye: An eye-tracking study examining adolescents' attention to alcoholic and non-alcoholic beverages in Instagram stories. Appetite 2023; 189:107000. [PMID: 37573972 DOI: 10.1016/j.appet.2023.107000] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 07/31/2023] [Accepted: 08/08/2023] [Indexed: 08/15/2023]
Abstract
Social media users are frequently exposed to alcohol images on Instagram, which in turn influences their own alcohol behaviors. Yet, it is unclear what factors drive attention to alcohol cues. In an eye-tracking study (N = 108; Mage = 16.54), we examined adolescents' attention to Instagram Stories depending on: (a) the type of beverage depicted (beer vs water), (b) the character-product interaction portrayed (CPI: peers in images shown consuming [high CPI] vs holding beverages [low CPI]) and, (c) participant's own susceptibility (high vs low-risk alcohol drinker). Our results illustrated that adolescents allocated an equal amount of attention to beer and water depicted in Instagram images. Furthermore, they devoted more attention to Instagram images wherein peers were shown consuming water and beer (high CPI) compared to those wherein peers were holding these beverages (low CPI). Surprisingly, high-risk alcohol drinkers were more responsive to both beer and water cues than low-risk drinkers. This was particularly the case for Instagram images with high CPI. These findings have implications for how health cues on Instagram are attended to and processed.
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Affiliation(s)
- Sofie Vranken
- School for Mass Communication Research - University of Leuven, Parkstraat 45 (Box 3603), B-3000, Leuven, Belgium; Research Foundations Flanders (FWO), Egmontstraat 5, 1000, Brussels, Belgium.
| | - Jörg Matthes
- Advertising and Media Effects Research Group - University of Vienna, Währinger Straße 29, 1090, Vienna, Austria
| | - Kaitlin Fitzgerald
- College of Human Ecology, Cornell University, Martha Van Rensselaer HallIthaca, NY, 14853, USA
| | - Kathleen Beullens
- School for Mass Communication Research - University of Leuven, Parkstraat 45 (Box 3603), B-3000, Leuven, Belgium
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26
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Horn TL, Whelan JP, McPhail A. The Influence of Alcohol Consumption on Gambling: Do the Laboratory Study Findings Generalize to Natural Environments? J Gambl Stud 2023; 39:1175-1188. [PMID: 36401686 DOI: 10.1007/s10899-022-10167-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/06/2022] [Indexed: 11/21/2022]
Abstract
A recent meta-analysis of laboratory studies on the effects of acute alcohol consumption on risk-taking did not support that acute alcohol consumption increased risk-taking. Questions about whether this finding generalizes to those gambling in naturalistic settings remain. Therefore, we examined the gambling behavior of frequent gamblers who did and did not consume alcohol while gambling. Participants were 769 weekly gamblers (66% male) who were U.S. residents and at least 18 years old. Participants recruited via MTurk completed measures through the Qualtrics survey platform. Significant predictors of gambling under the influence of alcohol were drinking days per month and PGSI score. A linear regression model predicting percentage of time spent gambling under the influence of alcohol revealed that gambling days per week, gambling hours per day, PGSI score, and drinking days per month were significant predictors. Finally, significant predictors of spending at least 50% of gambling time gambling under the influence of alcohol included: gambling hours per day, PGSI score, and drinking days per month. These findings were consistent with the recent meta-analysis of laboratory studies. However, finding that gambling disorder symptoms and overall rates of alcohol consumption were related to gambling under the influence of alcohol replicated the frequently found relation of alcohol problems among those who also exhibit gambling problems.
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Affiliation(s)
- Tori L Horn
- Psychology Department, The University of Memphis, 202 Psychology Building, Memphis, TN, 38111, USA.
| | - James P Whelan
- Psychology Department, The University of Memphis, 202 Psychology Building, Memphis, TN, 38111, USA
| | - Abby McPhail
- Psychology Department, The University of Memphis, 202 Psychology Building, Memphis, TN, 38111, USA
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27
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Caudle MM, Klaming R, Fong C, Harlé K, Taylor C, Spadoni A, Bomyea J. Approach avoidance training versus Sham in veterans with alcohol use disorder: protocol for a randomized controlled trial. BMC Psychiatry 2023; 23:499. [PMID: 37438722 PMCID: PMC10337098 DOI: 10.1186/s12888-023-04961-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 06/14/2023] [Indexed: 07/14/2023] Open
Abstract
BACKGROUND Alcohol use disorder (AUD) is highly prevalent and commonly co-occurs with other psychiatric disorders among Veterans. Provisional evidence supports the use of Approach Avoidance Training (AAT) - a form of computer-delivered cognitive bias modification designed to target implicit approach bias for alcohol-related cues - as an adjunctive program to treat AUD. However, the extent to which AAT is effective for improving AUD recovery outcomes in outpatient Veteran samples and those with psychiatric comorbidities has been understudied to date. Here we describe a double-blind randomized controlled trial of AAT versus a comparison condition (Sham) being conducted in Veterans with comorbid psychiatric conditions completing outpatient standard care. METHODS One hundred thirty-six Veterans currently receiving outpatient treatment for AUD will be recruited for this randomized controlled trial with parallel group assignment. Participants will be randomized to either 6 weeks of AAT (n = 68) or Sham (n = 68) training in conjunction with usual care. Assessments will occur at baseline and 6 weeks, 3 months, and 6 months post-baseline. Primary outcome variables will include functional consequences of drinking. Secondary outcome variables will include alcohol consumption, and behavioral indicators of alcohol approach bias. A subset of participants (n = 51) will also complete functional magnetic resonance imaging (fMRI) to assess neural response during an alcohol approach bias assessment. DISCUSSION This study is the first randomized controlled trial of AAT administered as an adjunctive treatment to standard care in Veterans with AUD and comorbid psychiatric disorders. Additionally, behavioral and neuroimaging data will be used to determine the extent to which AAT targets approach bias for alcohol cues. If effective, AAT may be a promising low-cost adjunctive treatment option for individuals with AUD. REGISTRY NAME AAT for Alcohol Use Disorder in Veterans. TRIAL REGISTRATION ClinicalTrials.gov: NCT05372029; Date of Registration: 5/9/2022.
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Affiliation(s)
- M M Caudle
- San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University, University of California, 6363 Alvarado Court, Suite 103, San Diego, CA, 92120, USA
| | - R Klaming
- Department of Veteran Affairs Medical Center, 3350 La Jolla Village Dr, San Diego, CA, 92161, USA
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, San Diego, CA, 92093, USA
| | - C Fong
- San Diego Joint Doctoral Program in Clinical Psychology, San Diego State University, University of California, 6363 Alvarado Court, Suite 103, San Diego, CA, 92120, USA
| | - K Harlé
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, San Diego, CA, 92093, USA
- VA San Diego Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Dr, San Diego, CA, 92161, USA
| | - C Taylor
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, San Diego, CA, 92093, USA
| | - A Spadoni
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, San Diego, CA, 92093, USA
- VA San Diego Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Dr, San Diego, CA, 92161, USA
| | - J Bomyea
- Department of Psychiatry, University of California San Diego, 9500 Gilman Dr, La Jolla, San Diego, CA, 92093, USA.
- VA San Diego Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Dr, San Diego, CA, 92161, USA.
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28
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Kallen AM, Patrick CJ, Bartholow BD, Hajcak G. Drinking alcohol by mid-adolescence is related to reduced reward reactivity: Novel evidence of positive valence system alterations in early initiating female youth. Biol Psychol 2023; 181:108597. [PMID: 37268265 DOI: 10.1016/j.biopsycho.2023.108597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/24/2023] [Accepted: 05/30/2023] [Indexed: 06/04/2023]
Abstract
Initiation of alcohol use at younger ages is prognostic of later drinking problems. Reward system dysfunction is theorized to contribute to early initiation and escalation of drinking, but existing evidence supports both hyposensitivity and hypersensitivity as risk-markers; research employing effective indices of reward processing is needed for clarification. The reward positivity (RewP) is a well-established neurophysiological index of hedonic "liking," an important aspect of reward processing. Adult research has yielded conflicting findings, with different studies reporting reduced, enhanced, or null associations of RewP with engagement in or risk for harmful alcohol use. No study has examined relations between RewP and multiple indices of drinking in youth. Here, we examined how RewP measured in a gain/loss feedback task related to self-reported drinking initiation and past-month drinking, when accounting for age along with depression and externalizing symptoms, in 250 mid-adolescent females. Analyses showed that (1) compared to not-yet drinkers, adolescents endorsing drinking initiation responded less strongly to monetary gain (RewP) but not loss feedback (FN), and (2) past-month drinking was unrelated to both RewP and FN magnitude. These findings provide evidence for reduced hedonic "liking" as a concomitant of early drinking initiation in adolescent females and warrant further research with mixed-sex adolescent samples exhibiting greater drinking variability.
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Affiliation(s)
- Alexander M Kallen
- Department of Psychology, Florida State University, Tallahassee, FL, USA.
| | | | - Bruce D Bartholow
- Department of Psychological Sciences, University of Missouri, Columbia, MO, USA
| | - Greg Hajcak
- Department of Psychology, Florida State University, Tallahassee, FL, USA; Department of Biomedical Sciences, Florida State University, USA
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29
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Vukas J, Mallock-Ohnesorg N, Rüther T, Pieper E, Romano-Brandt L, Stoll Y, Hoehne L, Burgmann N, Laux P, Luch A, Rabenstein A. Two Different Heated Tobacco Products vs. Cigarettes: Comparison of Nicotine Delivery and Subjective Effects in Experienced Users. TOXICS 2023; 11:525. [PMID: 37368625 DOI: 10.3390/toxics11060525] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 05/29/2023] [Accepted: 06/09/2023] [Indexed: 06/29/2023]
Abstract
Heated tobacco products (HTPs) produce aerosol using a different mechanism than tobacco cigarettes, leading to lower emissions of some harmful substances, but also of nicotine as reported by some independent studies. Lower nicotine delivery could lead to compensatory puffing when product use does not sufficiently satisfy cravings. Thus, this three-arm crossover study was conducted to characterize the potential of two different HTPs to deliver nicotine and satisfy cravings compared with conventional cigarettes in users who had already switched to HTPs. Fifteen active, non-exclusive HTP users consumed the study products according to a pre-directed puffing protocol. At predetermined time points, venous blood was sampled and the subjective effects of consumption were assessed. Nicotine delivery by both HTPs was comparable, but significantly lower than that by conventional cigarettes, suggesting a lower addictive potential. Cravings were reduced by all products, with no statistically significant differences between them, despite the different nicotine deliveries. This indicated that HTPs do not necessarily need high nicotine deliveries with high addictive potential, as are characteristic of tobacco cigarettes. These results were followed up on with an ad libitum use study.
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Affiliation(s)
- Jochen Vukas
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University of Munich (LMU), Nussbaumstrasse 7, 80336 Munich, Germany
| | - Nadja Mallock-Ohnesorg
- Department of Chemical and Product Safety, German Federal Institute for Risk Assessment (BfR), Max-Dohrn-Straße 8-10, 10589 Berlin, Germany
| | - Tobias Rüther
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University of Munich (LMU), Nussbaumstrasse 7, 80336 Munich, Germany
| | - Elke Pieper
- Department of Chemical and Product Safety, German Federal Institute for Risk Assessment (BfR), Max-Dohrn-Straße 8-10, 10589 Berlin, Germany
| | - Luna Romano-Brandt
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University of Munich (LMU), Nussbaumstrasse 7, 80336 Munich, Germany
| | - Yvonne Stoll
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University of Munich (LMU), Nussbaumstrasse 7, 80336 Munich, Germany
| | - Lukas Hoehne
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University of Munich (LMU), Nussbaumstrasse 7, 80336 Munich, Germany
| | - Nestor Burgmann
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University of Munich (LMU), Nussbaumstrasse 7, 80336 Munich, Germany
| | - Peter Laux
- Department of Chemical and Product Safety, German Federal Institute for Risk Assessment (BfR), Max-Dohrn-Straße 8-10, 10589 Berlin, Germany
| | - Andreas Luch
- Department of Chemical and Product Safety, German Federal Institute for Risk Assessment (BfR), Max-Dohrn-Straße 8-10, 10589 Berlin, Germany
| | - Andrea Rabenstein
- Department of Psychiatry and Psychotherapy, University Hospital, Ludwig Maximilian University of Munich (LMU), Nussbaumstrasse 7, 80336 Munich, Germany
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30
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Ingram PF, Finn PR. The nomological network of drinker identity: A scoping review. Addict Behav 2023; 141:107654. [PMID: 36791641 PMCID: PMC10031804 DOI: 10.1016/j.addbeh.2023.107654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 01/18/2023] [Accepted: 02/04/2023] [Indexed: 02/11/2023]
Abstract
BACKGROUND Despite the growing interest in the construct of drinker identity and empirical evidence for its role in drinking behavior, there is a paucity of papers that evaluate and integrate the results of studies on drinker identity, leaving a gap in our knowledge of the importance of the drinker identity construct. The current paper addresses this gap by reviewing and integrating the results of the studies of drinker identity. METHODS The scoping review identified, retrieved, and evaluated the existing literature regarding drinker identity. English language studies from EBSCOHost, PubMed, ScienceDirect, and Scopus databases were reviewed. Studies were included in the review if they were data-based studies or theoretical publications with drinker identity as the primary topic published in peer-reviewed journals. Studies were reviewed and coded based on their reported methodology and findings and codes were used to integrate and present findings. RESULTS This review advances this line of research in four ways. First, the operationalization of drinker identity is evaluated by examining the theoretical frameworks defining the construct. Second, the conceptualization and measurement of drinker identity is assessed, with suggestions for future measurement research. Third, an integrated framework of predictors, outcomes, moderators, and mediators is presented. Finally, the research gaps, future recommendations, and clinical implications are discussed. CONCLUSIONS There is a need for continued research, specifically research which aims to standardize and improve measurement of drinker identity, considers longitudinal and developmental processes, and broadens the research samples and settings.
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Affiliation(s)
- Polly F Ingram
- Department of Psychological and Brain Sciences, 1101 E 10th St, Indiana University, Bloomington, IN 47405, United States.
| | - Peter R Finn
- Department of Psychological and Brain Sciences, 1101 E 10th St, Indiana University, Bloomington, IN 47405, United States
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31
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Tochon L, Vouimba RM, Corio M, Henkous N, Béracochéa D, Guillou JL, David V. Chronic alcohol consumption shifts learning strategies and synaptic plasticity from hippocampus to striatum-dependent pathways. Front Psychiatry 2023; 14:1129030. [PMID: 37304443 PMCID: PMC10250670 DOI: 10.3389/fpsyt.2023.1129030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 05/09/2023] [Indexed: 06/13/2023] Open
Abstract
Introduction The hippocampus and striatum have dissociable roles in memory and are necessary for spatial and procedural/cued learning, respectively. Emotionally charged, stressful events promote the use of striatal- over hippocampus-dependent learning through the activation of the amygdala. An emerging hypothesis suggests that chronic consumption of addictive drugs similarly disrupt spatial/declarative memory while facilitating striatum-dependent associative learning. This cognitive imbalance could contribute to maintain addictive behaviors and increase the risk of relapse. Methods We first examined, in C57BL/6 J male mice, whether chronic alcohol consumption (CAC) and alcohol withdrawal (AW) might modulate the respective use of spatial vs. single cue-based learning strategies, using a competition protocol in the Barnes maze task. We then performed in vivo electrophysiological studies in freely moving mice to assess learning-induced synaptic plasticity in both the basolateral amygdala (BLA) to dorsal hippocampus (dCA1) and BLA to dorsolateral striatum (DLS) pathways. Results We found that both CAC and early AW promote the use of cue-dependent learning strategies, and potentiate plasticity in the BLA → DLS pathway while reducing the use of spatial memory and depressing BLA → dCA1 neurotransmission. Discussion These results support the view that CAC disrupt normal hippocampo-striatal interactions, and suggest that targeting this cognitive imbalance through spatial/declarative task training could be of great help to maintain protracted abstinence in alcoholic patients.
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Affiliation(s)
- Léa Tochon
- *Correspondence: Léa Tochon, ; Vincent David,
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32
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Wiers RW, Pan T, van Dessel P, Rinck M, Lindenmeyer J. Approach-Bias Retraining and Other Training Interventions as Add-On in the Treatment of AUD Patients. Curr Top Behav Neurosci 2023. [PMID: 37221351 DOI: 10.1007/7854_2023_421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
In the past two decades, a variety of cognitive training interventions have been developed to help people overcome their addictive behaviors. Conceptually, it is important to distinguish between programs in which reactions to addiction-relevant cues are trained (varieties of cognitive bias modification, CBM) and programs in which general abilities are trained such as working memory or mindfulness. CBM was first developed to study the hypothesized causal role in mental disorders: by directly manipulating the bias, it was investigated to what extent this influenced disorder-relevant behavior. In these proof-of-principle studies, the bias was temporarily modified in volunteers, either temporarily increased or decreased, with corresponding effects on behavior (e.g., beer consumption), in case the bias was successfully manipulated. In subsequent clinical randomized controlled trials (RCTs), training (away from the substance vs. sham training) was added to clinical treatment. These studies have demonstrated that CBM, as added to treatment, reduces relapse with a small effect of about 10% (similar effect size as for medication, with the strongest evidence for approach-bias modification). This has not been found for general ability training (e.g., working memory training), although effects on other psychological functions have been found (e.g., impulsivity). Mindfulness also has been found to help people overcome addictions, and different from CBM, also as stand-alone intervention. Research on (neuro-)cognitive mechanisms underlying approach-bias modification has pointed to a new perspective in which automatic inferences rather than associations are influenced by training, which has led to the development of a new variety of training: ABC training.
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Affiliation(s)
- Reinout W Wiers
- Addiction Development and Psychopathology (ADAPT) Lab, Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
- Centre for Urban Mental Health, University of Amsterdam, Amsterdam, The Netherlands
| | - Ting Pan
- Addiction Development and Psychopathology (ADAPT) Lab, Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Pieter van Dessel
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Mike Rinck
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
- Ruhr University Bochum, Bochum, Germany
| | - Johannes Lindenmeyer
- Salus Klinik, Lindow, Germany
- Medizinische Hochschule Brandenburg Theodor Fontane, Brandenburg, Germany
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33
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Wei W, Wang Q, Ding R, Dong R, Ni S. Playing Closer: Using Virtual Reality to Measure Approach Bias of Internet Gaming Disorder. Behav Sci (Basel) 2023; 13:bs13050408. [PMID: 37232645 DOI: 10.3390/bs13050408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 05/09/2023] [Accepted: 05/12/2023] [Indexed: 05/27/2023] Open
Abstract
Playing online games is gradually becoming mainstream entertainment, but some people may develop Internet gaming disorder (IGD). Like other behavioral addictive diseases, one of the main characteristics of IGD is a craving for games, which also makes people tend to approach game-related clues. Recently, a few researchers have started to use the approach-avoidance task (AAT) paradigm to study the approach bias of IGD, and they also think it is an essential characteristic of IGD. However, the traditional AAT cannot provide realistic approach-avoidance behavior to stimuli, and virtual reality has been proven to provide a highly ecological environment to measure approach bias. Therefore, this study innovatively integrates virtual reality and the AAT paradigm to measure the approach bias of IGD. We found that compared with neutral stimuli, IGD spent less time approaching game-related stimuli, which indicates that it is difficult for IGD to avoid game-related situations in the virtual environment. This study also revealed that game-related content stimuli in virtual reality alone did not increase the IGD group's craving for games. These results proved that AAT in VR could cause the approach bias of IGD and provide high ecological validity and an effective tool for the intervention of IGD in the future.
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Affiliation(s)
- Wen Wei
- International Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China
| | - Qi Wang
- Department of Psychology, Sun Yat-sen University, Guangzhou 510006, China
| | - Ruyi Ding
- Department of Psychology, Sun Yat-sen University, Guangzhou 510006, China
| | - Rui Dong
- School of Business Administration, Zhejiang University of Finance and Economics, Hangzhou 310018, China
| | - Shiguang Ni
- International Graduate School at Shenzhen, Tsinghua University, Shenzhen 518055, China
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Bollen Z, Pabst A, Masson N, Suárez-Suárez S, Carbia C, Maurage P. Tell me how you feel, I will tell you what you look at: Impact of mood and craving on alcohol attentional bias in binge drinking. J Psychopharmacol 2023; 37:498-509. [PMID: 37122201 DOI: 10.1177/02698811231166467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
BACKGROUND Alcohol-related attentional bias (AB) is thought to play a key role in the emergence and maintenance of excessive alcohol use. Recent models suggest that AB, classically considered as a permanent feature in alcohol use disorders, is rather modulated by temporary motivational states. AIMS We explored the influence of current mood and craving on AB in binge drinking, through a mood induction procedure combined with eye-tracking measures of AB. METHODS In Experiment 1, we measured AB (visual probe task with eye-tracking measures) among binge drinkers (n = 48) and light drinkers (n = 32) following positive, negative and neutral mood inductions. Participants reported subjective craving and mood before/after induction. In Experiment 2, we measured AB among the same binge drinkers compared with 29 moderate drinkers following alcohol-related negative, non-alcohol-related negative and neutral mood inductions. RESULTS In Experiment 1, induced negative mood and group positively predicted subjective craving, which was positively associated with AB. We found no effect of induced positive mood nor a direct mood-AB association. In Experiment 2, the relationships AB presented with both induced negative mood and group were again mediated by craving. Inducing alcohol-related negative mood did not modify the mood-craving association. CONCLUSIONS Alcohol-related AB is not a stable binge drinking characteristic but rather varies according to transient motivational (i.e., craving) and emotional (i.e., negative mood) states. This study provides important insights to better understand AB in subclinical populations and emphasizes the importance of considering motivational and affective states as intercorrelated, to offer multiple ways to reduce excessive alcohol use.
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Affiliation(s)
- Zoé Bollen
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Science Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
| | - Arthur Pabst
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Science Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
| | - Nicolas Masson
- Numerical Cognition Group, Psychological Science Research Institute and Neuroscience Institute, UCLouvain, Louvain-la-Neuve, Belgium
- Cognitive Science and Assessment Institute, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Samuel Suárez-Suárez
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Science Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
| | - Carina Carbia
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Science Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
| | - Pierre Maurage
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Science Research Institute, UCLouvain, Louvain-la-Neuve, Belgium
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Dubuson M, Noël X, Kornreich C, Hanak C, Saeremans M, Campanella S. A Comparative Event-Related Potentials Study between Alcohol Use Disorder, Gambling Disorder and Healthy Control Subjects through a Contextual Go/NoGo Task. BIOLOGY 2023; 12:643. [PMID: 37237457 PMCID: PMC10215871 DOI: 10.3390/biology12050643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 04/20/2023] [Accepted: 04/21/2023] [Indexed: 05/28/2023]
Abstract
(1) Background: Inhibitory and rewarding processes that mediate attentional biases to addiction-related cues may slightly differ between patients suffering from alcohol use (AUD) or gambling (GD) disorder. (2) Methods: 23 AUD inpatients, 19 GD patients, and 22 healthy controls performed four separate Go/NoGo tasks, in, respectively, an alcohol, gambling, food, and neutral long-lasting cueing context during the recording of event-related potentials (ERPs). (3) Results: AUD patients showed a poorer inhibitory performance than controls (slower response latencies, lower N2d, and delayed P3d components). In addition, AUD patients showed a preserved inhibitory performance in the alcohol-related context (but a more disrupted one in the food-related context), while GD patients showed a specific inhibitory deficit in the game-related context, both indexed by N2d amplitude modulations. (4) Conclusions: Despite sharing common addiction-related mechanisms, AUD and GD patients showed different patterns of response to (non-)rewarding cues that should be taken into account in the therapeutic context.
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Affiliation(s)
- Macha Dubuson
- Laboratoire de Psychologie Médicale et d’Addictologie, Faculty of Medicine, Université Libre de Bruxelles (ULB), CHU Brugmann, Psychiatry Institute, 4 Place Vangehuchten, ULB Neuroscience Institute (UNI), 1020 Brussels, Belgium; (M.D.); (X.N.); (C.K.); (C.H.); (M.S.)
- Haute Ecole Provinciale de Namur, 5000 Namur, Belgium
| | - Xavier Noël
- Laboratoire de Psychologie Médicale et d’Addictologie, Faculty of Medicine, Université Libre de Bruxelles (ULB), CHU Brugmann, Psychiatry Institute, 4 Place Vangehuchten, ULB Neuroscience Institute (UNI), 1020 Brussels, Belgium; (M.D.); (X.N.); (C.K.); (C.H.); (M.S.)
| | - Charles Kornreich
- Laboratoire de Psychologie Médicale et d’Addictologie, Faculty of Medicine, Université Libre de Bruxelles (ULB), CHU Brugmann, Psychiatry Institute, 4 Place Vangehuchten, ULB Neuroscience Institute (UNI), 1020 Brussels, Belgium; (M.D.); (X.N.); (C.K.); (C.H.); (M.S.)
| | - Catherine Hanak
- Laboratoire de Psychologie Médicale et d’Addictologie, Faculty of Medicine, Université Libre de Bruxelles (ULB), CHU Brugmann, Psychiatry Institute, 4 Place Vangehuchten, ULB Neuroscience Institute (UNI), 1020 Brussels, Belgium; (M.D.); (X.N.); (C.K.); (C.H.); (M.S.)
| | - Mélanie Saeremans
- Laboratoire de Psychologie Médicale et d’Addictologie, Faculty of Medicine, Université Libre de Bruxelles (ULB), CHU Brugmann, Psychiatry Institute, 4 Place Vangehuchten, ULB Neuroscience Institute (UNI), 1020 Brussels, Belgium; (M.D.); (X.N.); (C.K.); (C.H.); (M.S.)
| | - Salvatore Campanella
- Laboratoire de Psychologie Médicale et d’Addictologie, Faculty of Medicine, Université Libre de Bruxelles (ULB), CHU Brugmann, Psychiatry Institute, 4 Place Vangehuchten, ULB Neuroscience Institute (UNI), 1020 Brussels, Belgium; (M.D.); (X.N.); (C.K.); (C.H.); (M.S.)
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Clausen B, Rinck M, Nizio P, Matoska CT, Zappi C, Smits JAJ, Gallagher MW, Zvolensky MJ, Garey L. Study protocol for approach bias retraining for nicotine addiction among dual combustible and electronic cigarette users. Contemp Clin Trials 2023; 128:107145. [PMID: 36905980 DOI: 10.1016/j.cct.2023.107145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 03/05/2023] [Accepted: 03/06/2023] [Indexed: 03/13/2023]
Abstract
BACKGROUND Electronic cigarette (ECIG) use has become a popular method for nicotine delivery. Combustible cigarette (CC) cessation or reduction are the primary reasons for ECIG uptake among adults. Yet, most CC smokers who initiate ECIG use do not fully transition from CC to ECIG, despite intending to quit CC completely. Retraining approach bias, or the approach action tendency toward stimuli related to the substance of interest, has been effective in alcohol and CC use treatments. However, approach bias retraining for both CC and (ECIG) users has not been explored. Therefore, the objective of the study is to evaluate the initial efficacy of approach bias retraining among dual CC and ECIG users. METHODS Eligible dual CC/ECIG using adults (N = 90) will complete a phone-screener, baseline assessment, 4 treatment sessions over 2 weeks, ecological momentary assessments (EMAs) post-intervention, and follow-ups at 4- and 6-week post-intervention. Participants will be assigned to one of three conditions at baseline: (1) CC + ECIG retraining; (2) CC only retraining; and (3) sham retraining. Participants will engage in a self-guided quit attempt to abstain from all nicotine products starting at treatment session 4. CONCLUSIONS The study may lead to a more effective treatment for at-risk nicotine users while simultaneously isolating explanatory mechanisms. The findings should guide advances in the theoretical conceptualization of nicotine addiction for dual users and mechanisms involved in maintaining and abstaining from CC and ECIG, and provide initial effect size data for a brief intervention, thus providing necessary data for a large-scale follow-up trial. Clinical Trials ID: NCT05306158.
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Affiliation(s)
- Bryce Clausen
- Department of Psychology, University of Houston, Houston, TX, United States of America
| | - Mike Rinck
- Behavioral Science Institute, Radboud University, Nijmegen, the Netherlands
| | - Pamella Nizio
- Department of Psychology, University of Houston, Houston, TX, United States of America; HEALTH Institute, University of Houston, Houston, TX, United States of America
| | - Cameron T Matoska
- Department of Psychology, University of Houston, Houston, TX, United States of America
| | - Christopher Zappi
- Department of Psychology, University of Houston, Houston, TX, United States of America
| | - Jasper A J Smits
- Department of Psychology, University of Texas at Austin, Austin, TX, United States of America
| | - Matthew W Gallagher
- Department of Psychology, University of Houston, Houston, TX, United States of America
| | - Michael J Zvolensky
- Department of Psychology, University of Houston, Houston, TX, United States of America; HEALTH Institute, University of Houston, Houston, TX, United States of America; Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Lorra Garey
- Department of Psychology, University of Houston, Houston, TX, United States of America.
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Krömer L, Jarczok TA, Althen H, Mühlherr AM, Howland V, Jungmann SM, Freitag CM. Implicit assumptions and interpretation bias in youth with severe, chronic social phobia. Eur Child Adolesc Psychiatry 2023; 32:501-512. [PMID: 34596762 PMCID: PMC10038968 DOI: 10.1007/s00787-021-01879-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 09/16/2021] [Indexed: 11/28/2022]
Abstract
Interpretation bias and dysfunctional social assumptions are proposed to play a pivotal role in the development and maintenance of social phobia (SP), especially in youth. In this study, we aimed to investigate disorder-specific implicit assumptions of rejection and implicit interpretation bias in youth with severe, chronic SP and healthy controls (CG). Twenty-seven youth with SP in inpatient/day-care treatment (M age = 15.6 years, 74% female) and 24 healthy controls (M age = 15.7 years, 54% female) were included. The Implicit Association Test (IAT) and the Affect Misattribution Procedure (AMP) were completed to assess implicit assumptions and interpretation bias related to the processing of social and affective stimuli. No group differences were observed for the IAT controlling for depressive symptoms in the analyses. However, group differences were found regarding interpretation bias (p = .017, η2p = .137). Correlations between implicit scores and explicit questionnaire results were medium to large in the SP group (r =|.28| to |.54|, pall ≤ .05), but lower in the control group (r =|.04| to |.46|, pall ≤ .05). Our results confirm the finding of an interpretation bias in youth SP, especially regarding the implicit processing of faces, whereas implicit dysfunctional social assumptions of being rejected do not seem to be specific for SP. Future research should investigate the causal relationship of assumptions/interpretation bias and SP.
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Affiliation(s)
- Lisa Krömer
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, 60528, Frankfurt am Main, Germany.
| | - Tomasz A Jarczok
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, 60528, Frankfurt am Main, Germany
| | - Heike Althen
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, 60528, Frankfurt am Main, Germany
| | - Andreas M Mühlherr
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, 60528, Frankfurt am Main, Germany
| | - Vanessa Howland
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, 60528, Frankfurt am Main, Germany
- Department of Neonatology and Pediatric Intensive Care, University Medicine Greifswald, 17475, Greifswald, Germany
| | - Stefanie M Jungmann
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, 60528, Frankfurt am Main, Germany
- Department of Clinical Psychology, Psychotherapy and Experimental Psychopathology, Johannes Gutenberg-University Mainz, 55122, Mainz, Germany
| | - Christine M Freitag
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt, Goethe University, 60528, Frankfurt am Main, Germany
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Psychological Experience of Smoking Addiction in Family and Friends of Schizophrenic Adults Who Smoke Daily: A Qualitative Study. Healthcare (Basel) 2023; 11:healthcare11050644. [PMID: 36900649 PMCID: PMC10000785 DOI: 10.3390/healthcare11050644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 02/13/2023] [Accepted: 02/20/2023] [Indexed: 02/24/2023] Open
Abstract
The smoking addiction of patients with severe mental disorders has consequences not only for the patients but also for the people around them. This is qualitative research on family and friends of patients with Schizophrenia spectrum disorders to investigate their perception and vision of smoking, its impact on the patients' physical and mental health, and the possible attempts to combat addiction. The research also investigates the participants' views on electronic cigarettes as a means of replacing traditional cigarettes and helping the patient to quit smoking. The survey method used was a semi-structured interview. The answers were recorded, transcribed and analyzed with the technique of thematic analysis. The results of this study show that the view of most participants on smoking is negative (83.3%), although not all of them consider smoking cessation treatments for these patients of primary importance (33.3%). Nevertheless, a good number of them have tried to intervene spontaneously with their own resources and strategies (66.6%). Finally, low-risk products, and in particular electronic cigarettes, are considered by many participants as a useful alternative to traditional cigarettes in patients with schizophrenia spectrum disorders. About the meaning that cigarettes can assume for the patient, recurring themes emerge: they are considered as a way to manage nervousness and tension or as a means to contrast daily monotony and boredom or repeat usual gestures and habits.
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Does alcohol automatically capture drinkers' attention? Exploration through an eye-tracking saccadic choice task. Psychopharmacology (Berl) 2023; 240:271-282. [PMID: 36688964 DOI: 10.1007/s00213-023-06314-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 01/06/2023] [Indexed: 01/24/2023]
Abstract
RATIONALE Dominant theoretical models postulate the presence of an automatic attentional bias (AB) towards alcohol-related stimuli in alcohol use disorder, such AB constituting a core feature of this disorder. An early alcohol AB has been documented in subclinical populations such as binge drinking (i.e., a drinking pattern prevalent in youth and characterized by repeated alternation between alcohol intoxications and withdrawals, generating cerebral consequences). However, the automatic nature of AB remains to be established. OBJECTIVES We investigated the automatic nature of AB in binge drinkers through the saccadic choice task. This eye-tracking paradigm consistently highlights the extremely fast and involuntary saccadic responses elicited by faces in humans, relative to other object categories. Through an alcohol-related adaptation of the saccadic choice task, we tested whether the early and automatic capture of attentional resources elicited by faces can also be found for alcohol-related stimuli in binge drinkers, as predicted by theoretical models. METHODS Forty-three binge drinkers and 44 control participants performed two versions of the saccadic choice task. In the original version, two images (a face, a vehicle) were displayed on the left and right side of the screen respectively. Participants had to perform a saccade as fast as possible towards the target stimulus (either face or vehicle). In the alcohol-related version, the task was identical, but the images were an alcoholic beverage and a non-alcoholic stimulus. RESULTS We replicated the automatic attraction towards faces in both groups, as faces generated higher saccadic accuracy, speed, and amplitude than vehicles, as well as higher corrective saccade proportion. Concerning the alcohol-related adaptation of the task, groups did not differ for the accuracy, speed, and amplitude of the first saccade towards alcohol. However, binge drinkers differed from controls regarding the proportion of corrective saccade towards non-alcoholic stimuli after an error saccade towards alcohol, suggesting the presence of an alcohol disengagement bias specific to binge drinkers. CONCLUSIONS Alcohol-related AB in binge drinkers is not characterized by an early and automatic hijacking of attention towards alcohol. This AB rather relies on later and more controlled processing stages, namely a difficulty to disengage attentional resources from alcohol-related stimuli.
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Maisto SA, Simons JS, Palfai TP, Moskal D, Sheinfil AZ, Tahaney KD. Effects of Alcohol Intoxication on Sexual Decision-Making among Men Who Have Sex with Men (MSM): Alcohol's Influences on Self-Control Processes. Clin Psychol Sci 2023; 11:40-58. [PMID: 36865995 PMCID: PMC9976705 DOI: 10.1177/21677026221079780] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This experiment tested mechanisms linking alcohol intoxication and analogue determinants of condomless anal intercourse (CAI) in a sample of 257 men who have sex with men (MSM). The two mechanisms tested were implicit approach biases toward CAI stimuli and executive working memory. Participants were randomized to 3 conditions (water control, placebo, or alcohol) and following beverage administration completed a working memory task, an Approach Avoidance Task of sexual vs. condom stimuli, and two video role-play vignettes of high-risk sexual scenarios. Sexual arousal and CAI intentions were assessed by self-report, and behavioral skills and risk exposure were derived from participants' role-play behavior. Estimation of four path models showed that the hypothesized mechanisms were supported for the CAI intention outcome, but the findings for the skills and risk exposure outcome were mixed. Implications for development and enhancement of HIV prevention interventions were discussed.
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Affiliation(s)
| | - Jeffrey S. Simons
- Department of Psychology, University of South Dakota, Vermillion, USA
| | - Tibor P. Palfai
- Department of Psychological and Brain Sciences, Boston University, Boston, USA
| | - Dezarie Moskal
- VA Center for Integrated Healthcare, VA Western New York Healthcare System, Buffalo, NY, USA,School of Public Health and Health Professions, University at Buffalo, Buffalo, NY, USA
| | - Alan Z Sheinfil
- Department of Psychology, Syracuse University, Syracuse, USA
| | - Kelli D. Tahaney
- Department of Psychological and Brain Sciences, Boston University, Boston, USA
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Rossi AA, Mannarini S, Castelnuovo G, Pietrabissa G. Disordered Eating Behaviors Related to Food Addiction/Eating Addiction in Inpatients with Obesity and the General Population: The Italian Version of the Addiction-like Eating Behaviors Scale (AEBS-IT). Nutrients 2022; 15:104. [PMID: 36615762 PMCID: PMC9823792 DOI: 10.3390/nu15010104] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 12/14/2022] [Accepted: 12/20/2022] [Indexed: 12/28/2022] Open
Abstract
PURPOSE The purpose of this research is to test the psychometric properties and factorial structure of the Addiction-like Eating Behaviors Scale (AEBS) in an Italian sample of adults with severe obesity seeking treatment for weight reduction and the general population, and to examine the measurement invariance of the tool by comparing a clinical and a nonclinical sample. METHODS A confirmatory factor analysis (CFA) was initially conducted to test the factorial structure of the Italian version of the AEBS (AEBS-IT) on a total of 953 participants. Following this, the measurement invariance and psychometric properties of the tool AEBS-IT were assessed on both inpatients with severe obesity (n = 502) and individuals from the general population (n = 451). Reliability and convergent validity analysis were also run. RESULTS CFA revealed a bi-factor structure for the AEBS-IT, which also showed good reliability and positive correlations with food addiction (through the mYFAS2.0 symptom count), binge-eating symptoms, compulsive eating behavior, and dysfunctional eating patterns and the individuals' body mass index (BMI). Moreover, the tool was invariant across populations. CONCLUSION This study provided evidence that the AEBS-IT is a valid and reliable measure of FA in both clinical and nonclinical samples.
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Affiliation(s)
- Alessandro Alberto Rossi
- Department of Philosophy, Sociology, Education, and Applied Psychology, Section of Applied Psychology, University of Padova, 35131 Padova, Italy
- Interdepartmental Center for Family Research, University of Padova, 35131 Padova, Italy
| | - Stefania Mannarini
- Department of Philosophy, Sociology, Education, and Applied Psychology, Section of Applied Psychology, University of Padova, 35131 Padova, Italy
- Interdepartmental Center for Family Research, University of Padova, 35131 Padova, Italy
| | - Gianluca Castelnuovo
- Psychology Research Laboratory, Ospedale San Giuseppe, IRCCS Istituto Auxologico Italiano, 28824 Verbania, Italy
- Department of Psychology, Catholic University of Milan, 20123 Milan, Italy
| | - Giada Pietrabissa
- Psychology Research Laboratory, Ospedale San Giuseppe, IRCCS Istituto Auxologico Italiano, 28824 Verbania, Italy
- Department of Psychology, Catholic University of Milan, 20123 Milan, Italy
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Addiction-like Eating in Chinese Adults: An Assessment Tool and Its Associations with Modern Eating-Related Habits. Nutrients 2022; 14:nu14224836. [PMID: 36432524 PMCID: PMC9699218 DOI: 10.3390/nu14224836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 11/01/2022] [Accepted: 11/10/2022] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVES The rapid increase in Chinese obesity rates has aroused research interest in addiction-like eating (AE); however, the unavailability of assessment tools is a major barrier to further investigation. To address the research gap, this study aimed to evaluate the psychometric properties of the Addiction-like Eating Behavior Scale (AEBS) and explore associations between AE and three modern eating-related habits (i.e., ordering delivery food, eating late-night meals and watching mukbang) among Chinese adults. METHODS The STROBE checklist was followed for reporting this cross-sectional study. We conducted a telephone survey with a two-stage cluster random sampling method and acquired a probability sample of 1010 community-dwelling Chinese adults (55.2% female; age: 18-88 years, M = 38.52, SD = 14.53). RESULTS Results confirmed the conceptualized two-factor structure of AEBS with satisfactory model fit, reliability and validity. Chinese adults reported higher levels of AE in the context of low dietary control rather than appetitive drive. These two AE factors showed significant and positive associations with modern eating-related habits. CONCLUSIONS The current study was the first to assess AE among Chinese adults and provided a reliable and valid assessment tool. Our correlational findings can also be utilized for designing interventions for weight management and healthy eating.
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Wittgens C, Muehlhan M, Kräplin A, Wolff M, Trautmann S. Underlying mechanisms in the relationship between stress and alcohol consumption in regular and risky drinkers (MESA): methods and design of a randomized laboratory study. BMC Psychol 2022; 10:233. [PMID: 36243742 PMCID: PMC9568994 DOI: 10.1186/s40359-022-00942-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 10/05/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Excessive alcohol consumption and alcohol use disorders (AUD) are among the leading preventable causes of premature morbidity and mortality and are considered a major public health concern. In order to reduce the individual and societal burden of excessive alcohol use, it is crucial to identify high-risk individuals at earlier stages and to provide effective interventions to prevent further progression. Stressful experiences are important risk factors for excessive alcohol consumption and AUDs. However, the underlying biological and psychological mechanisms are still poorly understood. METHODS The project "Underlying mechanisms in the relationship between stress and alcohol consumption in regular and risky drinkers (MESA)" is a randomized controlled study that started in December 2018 and is conducted in a laboratory setting, which aims to identify moderators and mediators of the relationship between acute stress and alcohol consumption among regular and risky drinkers. Regular and risky drinkers are randomly assigned to a stress induction or a control condition. Several processes that may mediate (emotional distress, endocrine and autonomic stress reactivity, impulsivity, inhibitory control, motivational sensitization) or moderate (trait impulsivity, childhood maltreatment, basal HPA-axis activity) the relation between stress and alcohol consumption are investigated. As primary dependent variable, the motivation to consume alcohol following psychosocial stress is measured. DISCUSSION The results of this study could help to provide valuable targets for future research on tailored interventions to prevent stress-related alcohol consumption.
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Affiliation(s)
- Charlotte Wittgens
- Department of Psychology, Faculty of Human Science, Medical School Hamburg, Hamburg, Germany.
- ICPP Institute for Clinical Psychology and Psychotherapy, Medical School Hamburg, Hamburg, Germany.
| | - Markus Muehlhan
- Department of Psychology, Faculty of Human Science, Medical School Hamburg, Hamburg, Germany
- ICAN Institute for Cognitive and Affective Neuroscience, Medical School Hamburg, Hamburg, Germany
| | - Anja Kräplin
- Work Group Addictive Behaviors, Risk Analysis and Risk Management, Faculty of Psychology, Technische University Dresden, Dresden, Germany
| | - Max Wolff
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Sebastian Trautmann
- Department of Psychology, Faculty of Human Science, Medical School Hamburg, Hamburg, Germany.
- ICPP Institute for Clinical Psychology and Psychotherapy, Medical School Hamburg, Hamburg, Germany.
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Gao X, Sawamura D, Saito R, Murakami Y, Yano R, Sakuraba S, Yoshida S, Sakai S, Yoshida K. Explicit and implicit attitudes toward smoking: Dissociation of attitudes and different characteristics for an implicit attitude in smokers and nonsmokers. PLoS One 2022; 17:e0275914. [PMID: 36215275 PMCID: PMC9550055 DOI: 10.1371/journal.pone.0275914] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 09/26/2022] [Indexed: 11/18/2022] Open
Abstract
Smoking is a global health risk for premature death and disease. Recently, addictive behaviors, like smoking, were considered to be guided by explicit and implicit processes. The existence of a dissociation between the two attitudes in nonsmokers and the causes of the differences in implicit attitudes toward smoking have not been fully investigated. We investigated the explicit and implicit attitudes toward smoking via a self-reported scale and the single category implicit association test (SC-IAT), respectively, among undergraduate and graduate health sciences students. In addition, we applied the drift-diffusion model (DDM) on the SC-IAT and examined the behavioral characteristics that caused differences in implicit attitude toward smoking between smokers and nonsmokers. The results showed the existence of a dissociation between explicit and implicit attitudes toward smoking among nonsmokers. In addition, nonsmokers had a higher decision threshold than smokers and a higher drift rate in the condition where negative words were associated with smoking. Nonsmokers engaged in SC-IAT with more cautious attitudes and responded more easily in a negative condition since it was consistent with their true attitudes. Conversely, smokers did not show a significant difference in the drift rate between the conditions. These results suggested that the differences in an implicit attitude between smokers and nonsmokers were caused by differences in evidence accumulation speed between the positive and negative conditions. The existence of dissociation between implicit and explicit attitudes toward smoking may indicate the difficulty of measuring true attitude in nonsmokers in a questionnaire survey. Additionally, the DDM results explained the difference of implicit attitude between smokers and nonsmokers; it may provide information on the mechanisms of addictive behaviors and a basis for therapy. However, whether these results are affected by cultural differences requires further investigation.
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Affiliation(s)
- Xinyue Gao
- Graduate School of Health Sciences, Hokkaido University, Sapporo, Japan
| | | | - Ryuji Saito
- Graduate School of Health Sciences, Hokkaido University, Sapporo, Japan
| | - Yui Murakami
- Faculty of Health Sciences, Hokkaido University, Sapporo, Japan
- Faculty of Human Sciences, Hokkaido Bunkyo University, Eniwa, Japan
| | - Rika Yano
- Faculty of Health Sciences, Hokkaido University, Sapporo, Japan
| | - Satoshi Sakuraba
- School of Rehabilitation Science, Health Sciences University of Hokkaido, Ishikari, Japan
| | - Susumu Yoshida
- School of Rehabilitation Science, Health Sciences University of Hokkaido, Ishikari, Japan
| | - Shinya Sakai
- Faculty of Health Sciences, Hokkaido University, Sapporo, Japan
| | - Kazuki Yoshida
- Faculty of Health Sciences, Hokkaido University, Sapporo, Japan
- * E-mail:
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Dousset C, Chenut C, Kajosch H, Kornreich C, Campanella S. Comparison of Neural Correlates of Reactive Inhibition in Cocaine, Heroin, and Polydrug Users through a Contextual Go/No-Go Task Using Event-Related Potentials. BIOLOGY 2022; 11:biology11071029. [PMID: 36101410 PMCID: PMC9312501 DOI: 10.3390/biology11071029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 06/29/2022] [Accepted: 07/05/2022] [Indexed: 12/05/2022]
Abstract
Simple Summary Witnessing the current increase in the use of substances in society and considering the associated pervasive relapse rate, the management of addictions remains a significant challenge. The identification of biomarkers that are linked to specific profiles of consumption would allow a more targeted, and therefore, more effective care. In this view, the present study evaluates and compares the cognitive performance usually associated with substance use disorder—inhibitory control, attentional bias, and error detection—of heroin, cocaine, and polydrug users to matched healthy controls. Simultaneously, the addition of measurement of the modulation of brain activity during the task (event-related potentials technique) offers a reliable representation of the neuronal mechanisms underlying cognitive functioning. The results reveal substance-specific neural patterns of response, notably a more deleterious impact on polydrug use, and, despite nonsignificant results, suggest a more drastically affected cognitive functioning in cocaine users. Such evidence refines our knowledge of the specific mode of action of each substance. Ultimately, knowing their neural signature will lead to the implementation of more targeted interventions, thereby allowing specific needs to be addressed. Abstract Recent global data indicates a worldwide increase in polydrug use associated with a shift from recreational to productive habits of consumption. Such non-responsible abuse of substances (alcohol, cocaine, heroin, etc.) is likely to lead to addictive disorders that are characterized by various neuropsychopharmacological effects. A main cognitive function involved in the onset and long-term maintenance of addiction is reactive inhibition, i.e., the ability to withhold a prepotent motor dominant response. In the present study, 63 (poly)drug user patients who were undergoing a detoxification program, in addition to 19 healthy controls matched for gender, age, and education, were subjected to a “contextual Go/No-Go task” with concomitant electroencephalography. Stimuli were superimposed on three contextual backgrounds: control (black screen), drug-unrelated (neutral pictures), or drug-related (pictures related to drug consumption). Of these patients, 23 were cocaine users (CU), 21 were heroin users (HU), and 19 were polydrug users (PDU). The main results showed that (1) at the behavioral level, more commission errors occurred with the PDU patients compared to the healthy controls; (2) at the neurophysiological level, specific alterations were found on classical event-related potentials that index reactive inhibition. Indeed, the higher rate of errors in the PDU group was subtended by both reduced amplitude and latency on the ∆N2 component and increased ∆P3 latency compared to controls. These data clearly suggest a more deleterious impact of polydrug use on inhibitory functions. In addition, our results provide evidence of reduced ERN amplitude in cocaine users, suggesting that impaired performance monitoring and error-processing may support impaired awareness, thereby preventing these patients from changing their behaviors.
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Affiliation(s)
- Clémence Dousset
- Laboratoire de Psychologie Médicale et d’Addictologie, ULB Neuroscience Institute (UNI), CHU Brugmann-Université Libre de Bruxelles (ULB), 4 Place Vangehuchten, 1020 Brussels, Belgium; (C.D.); (H.K.); (C.K.)
| | - Christie Chenut
- Substance Abuse Unit 73, CHU Brugmann, 4 Place Vangehuchten, 1020 Brussels, Belgium;
| | - Hendrik Kajosch
- Laboratoire de Psychologie Médicale et d’Addictologie, ULB Neuroscience Institute (UNI), CHU Brugmann-Université Libre de Bruxelles (ULB), 4 Place Vangehuchten, 1020 Brussels, Belgium; (C.D.); (H.K.); (C.K.)
| | - Charles Kornreich
- Laboratoire de Psychologie Médicale et d’Addictologie, ULB Neuroscience Institute (UNI), CHU Brugmann-Université Libre de Bruxelles (ULB), 4 Place Vangehuchten, 1020 Brussels, Belgium; (C.D.); (H.K.); (C.K.)
| | - Salvatore Campanella
- Laboratoire de Psychologie Médicale et d’Addictologie, ULB Neuroscience Institute (UNI), CHU Brugmann-Université Libre de Bruxelles (ULB), 4 Place Vangehuchten, 1020 Brussels, Belgium; (C.D.); (H.K.); (C.K.)
- Correspondence: or ; Tel.: +32-477-28-51
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Pérez-García JM, Suárez-Suárez S, Doallo S, Cadaveira F. Effects of binge drinking during adolescence and emerging adulthood on the brain: A systematic review of neuroimaging studies. Neurosci Biobehav Rev 2022; 137:104637. [PMID: 35339481 DOI: 10.1016/j.neubiorev.2022.104637] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 01/19/2022] [Accepted: 03/21/2022] [Indexed: 02/07/2023]
Abstract
Binge drinking (BD) is a common pattern of alcohol consumption which is generating great concern because of its deleterious consequences. We selected 33 neuroimaging studies of healthy young binge drinkers (BDs) by following PRISMA guidelines. This review provides a comprehensive overview of the relationship between BD and neurocognitive anomalies reported across magnetic resonance studies. Moreover, this work is the first in which results of relatively new imaging techniques, such as resting-state functional connectivity (RS-FC) and neurite orientation dispersion and density imaging (NODDI), have been reviewed using a systematic procedure. We established strict inclusion criteria in order to isolate the various potential effects of BD on the adolescent brain. Two authors independently evaluated the methodological quality, assessing different aspects related to sample size, and statistical correction methods, which are of particular importance in neuroimaging studies. BD is associated with structural and functional anomalies in several cortical and subcortical brain regions intimately involved in the control and regulation of impulsive or risky behaviours, as well as in the processing of reinforcing stimuli.
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Affiliation(s)
- Jose Manuel Pérez-García
- Department of Clinical Psychology and Psychobiology, Universidade de Santiago de Compostela, Santiago de Compostela, Galicia, Spain.
| | - Samuel Suárez-Suárez
- Department of Clinical Psychology and Psychobiology, Universidade de Santiago de Compostela, Santiago de Compostela, Galicia, Spain.
| | - Sonia Doallo
- Department of Clinical Psychology and Psychobiology, Universidade de Santiago de Compostela, Santiago de Compostela, Galicia, Spain.
| | - Fernando Cadaveira
- Department of Clinical Psychology and Psychobiology, Universidade de Santiago de Compostela, Santiago de Compostela, Galicia, Spain.
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Ramer NE, Colder CR. Contextualizing Cannabis Implicit Associations: Consideration of Peers and Personality. EMERGING ADULTHOOD (PRINT) 2022; 10:581-594. [PMID: 36970728 PMCID: PMC10035208 DOI: 10.1177/21676968211021672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Objective Implicit cannabis associations (ICAs) inconsistently predict cannabis use (CU), and little is known about their formation. Personality, behavioral approach and inhibition, were tested as predictors of ICAs, which in turn, was expected to predict CU (mediation). Peer context was tested as a moderator. Method Data were taken from three annual assessments of a larger longitudinal study. The community sample (314 emerging adults, mean age = 19.13, 54% female, 76% White/non-Hispanic at the first assessment) completed an ICA task and questionnaire assessments of CU, personality, and peer norms. Results ICAs were positively associated with CU at high but not low levels of perceived peer approval/use. Behavioral inhibition was negatively associated ICAs, which in turn, predicted infrequent CU at high levels of peer approval/use (moderated mediation). Behavioral approach was marginally associated with ICAs. Conclusions Peer context and personality are important for understanding the formation of ICAs and their association with CU.
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Affiliation(s)
- Nolan E. Ramer
- Department of Psychology, University at Buffalo, The State University of New York, NY, USA
| | - Craig R. Colder
- Department of Psychology, University at Buffalo, The State University of New York, NY, USA
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Bollen Z, Field M, Billaux P, Maurage P. Attentional bias in alcohol drinkers: A systematic review of its link with consumption variables. Neurosci Biobehav Rev 2022; 139:104703. [PMID: 35643118 DOI: 10.1016/j.neubiorev.2022.104703] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 03/29/2022] [Accepted: 05/14/2022] [Indexed: 12/01/2022]
Abstract
In severe alcohol use disorder (SAUD), attentional bias refers to the preferential allocation of attentional resources toward alcohol-related cues. Dominant models consider that this bias plays a key role in the emergence and maintenance of SAUD. We evaluate the available experimental support for this assumption through a systematic literature review, providing a critical synthesis of studies exploring the links between alcohol consumption and attentional bias. Using PRISMA guidelines, we explored three databases (PsycINFO, PubMed, Scopus) and extracted 95 papers. We assessed their methodological quality and categorized them based on the population targeted, namely patients with SAUD or subclinical populations with various drinking patterns. We also classified papers according to the measures used (i.e., behavioral or eye-tracking measures). Overall, subclinical populations present an alcohol-related bias, but many studies in SAUD did not find such bias, nor approach/avoidance patterns. Moreover, attentional bias fluctuates alongside motivational states rather than according to alcohol use severity, which questions its stability. We provide recommendations to develop further theoretical knowledge and overcome methodological shortcomings.
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Affiliation(s)
- Zoé Bollen
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Matt Field
- Department of Psychology, University of Sheffield, Sheffield, United Kingdom
| | - Pauline Billaux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
| | - Pierre Maurage
- Louvain Experimental Psychopathology Research Group (LEP), Psychological Science Research Institute, Université catholique de Louvain, Louvain-la-Neuve, Belgium.
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Sklenarik S, Potenza MN, Astur RS. Avoidance tendencies toward cannabis stimuli in a college sample. J Addict Dis 2022; 40:489-500. [PMID: 35356853 DOI: 10.1080/10550887.2022.2028540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Individuals with addictions often exhibit approach bias, or the relatively automatic action tendency to approach rather than avoid addiction-related stimuli. The current study used a cannabis-Approach-Avoidance Task (AAT) to assess approach-avoidance tendencies toward cannabis stimuli among 211 undergraduate college students with varying levels of cannabis use. Frequency and severity of cannabis use was assessed using the Cannabis Use Disorder Identification Test - Short Form (CUDIT-R). The sample did not demonstrate a significant approach or avoidance bias toward cannabis stimuli; instead, participants were significantly slower to approach and avoid cannabis stimuli relative to neutral stimuli. Individuals with problematic cannabis use who met criteria for a possible cannabis use disorder (CUD) based on CUDIT-R criteria were significantly slower to avoid but not to approach cannabis stimuli compared to individuals with nonuse and non-problematic use. Moreover, increased frequency and severity of cannabis use was significantly associated with increased reaction times to avoid cannabis stimuli. Findings appear to differ from some previous studies examining approach-avoidance tendencies toward cannabis, suggesting that the role of cognitive biases in cannabis use is complex and should be further investigated.
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Affiliation(s)
- Skyler Sklenarik
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, USA
| | - Marc N Potenza
- Departments of Psychiatry and Neuroscience and Child Study Center, Yale University School of Medicine, New Heaven, CT, USA.,Connecticut Council on Problem Gambling, Wethersfield, CT, USA.,Connecticut Mental Health Center, New Heaven, CT, USA
| | - Robert S Astur
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, USA
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Wittekind CE, Takano K, Sckopke P, Winkler MH, Werner GG, Ehring T, Rüther T. Efficacy of approach bias modification as an add-on to smoking cessation treatment: study protocol for a randomized-controlled double-blind trial. Trials 2022; 23:223. [PMID: 35313949 PMCID: PMC8935694 DOI: 10.1186/s13063-022-06155-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 03/07/2022] [Indexed: 11/18/2022] Open
Abstract
Background Although effective treatments for smoking cessation are available, long-term abstinence is the exception rather than the norm. Accordingly, there is a need for novel interventions that potentially improve clinical outcome. Although implicit information processing biases, for example approach biases for smoking-related stimuli, are ascribed a dominant role in the maintenance of tobacco dependence, these biases are hardly targeted in current treatment. Past research has shown that so-called Approach Bias Modification (AppBM) trainings, aiming to modify this bias, lead to improved long-term abstinence in abstinent alcoholic inpatients when delivered as an add-on to treatment-as-usual. Findings on the efficacy of AppBM in smoking have been inconsistent. The present large-scale clinical trial pursues two goals. First, it aims to investigate the efficacy of AppBM as an add-on to treatment-as-usual in a representative sample of adult smokers. Second, possible mechanisms of change are investigated. Methods The study is a randomized-controlled, double-blind, parallel-group superiority trial. We aim at a final sample of at least 336 adult smokers. Participants are allocated with a 1:1:1 allocation ratio to one of the following conditions: (1) treatment-as-usual + AppBM, (2) treatment-as-usual + Sham, (3) treatment-as-usual only. During the add-on training, participants are presented smoking-related and positive pictures and are instructed to respond by either pushing or pulling a joystick, depending on the tilt of the pictures (5○ to the left/right). During AppBM, all smoking-related pictures are tilted in the direction that is associated with pushing, thereby aiming to train an avoidance bias for smoking. All positive pictures are tilted in the direction associated with pulling. During Sham, the contingency is 50/50. Participants are assessed before and after the intervention and at a 6-month follow-up. The primary outcome is prolonged abstinence, and secondary outcomes include smoking-related variables and psychological distress. Additionally, the motivational significance of smoking-related stimuli (i.e., approach bias, valence) is assessed with different experimental tasks (Approach-Avoidance Task; Single Target Implicit Association Test) and psychophysiological measures. Discussion This is the first large-scale clinical trial investigating the efficacy of AppBM as an add-on in smokers including a TAU only condition. Additionally, it is the first study to systematically investigate potential mechanisms mediating the effects of treatment on clinical outcome. Trial registration German Clinical Trials Register, DRKS00019221, 11/11/2019 Supplementary Information The online version contains supplementary material available at 10.1186/s13063-022-06155-6.
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