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Müller A, Trotzke P, Schaar P, Thomas TA, Georgiadou E, Steins-Loeber S. Psychotherapy research for compulsive buying-shopping disorder: Quo vadis? Addict Behav Rep 2025; 21:100591. [PMID: 40094143 PMCID: PMC11910673 DOI: 10.1016/j.abrep.2025.100591] [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: 12/06/2024] [Revised: 02/11/2025] [Accepted: 02/18/2025] [Indexed: 03/19/2025] Open
Abstract
Aim The aim of this position paper is to address the question of how psychotherapy research for compulsive buying-shopping disorder (CBSD) should develop further. Method: After a brief summary of existing psychotherapy research, this paper concentrates on the advantages and shortcomings of previous psychotherapy studies and offers recommendations for future psychotherapy research in the domain of CBSD. Results: Systematic reviews indicate that cognitive behavioural therapy is the most researched form of psychotherapy and presents a helpful intervention for reducing the symptom severity of CBSD. Notwithstanding the positive outcomes, the psychotherapy studies to date are limited by methodological shortcomings, which reduce their validity and generalizability. While research into the psychological mechanisms of offline and online CBSD has expanded considerably, psychotherapy research has not kept pace with this growth. Although the majority of individuals with CBSD engage in online shopping, the problematic usage of shopping websites has not been considered in any of the treatment studies to date. Conclusion: The application of the experimental medicine framework to psychotherapy research for CBSD may enhance the integration of findings on psychological mechanisms of CBSD with existing treatment concepts for CBSD. Moreover, it is necessary to consider the impact of technological factors and e-marketing in the context of treatment. There is a need for 1) proof-of-concept studies to test specific interventions that target specific psychological processes and mechanisms of CBSD, and 2) high-quality psychotherapy studies to test the efficacy and effectiveness of new treatment approaches in accordance with the scientific standards for randomised controlled trials.
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Affiliation(s)
- Astrid Müller
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Patrick Trotzke
- Department of Clinical Psychology and Psychotherapy, Charlotte-Fresenius University of Psychology, Cologne, Germany
| | - Patricia Schaar
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Tobias A Thomas
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Ekaterini Georgiadou
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University Nuremberg, Germany
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Sabine Steins-Loeber
- Department of Clinical Psychology and Psychotherapy, Otto-Friedrich-University of Bamberg, Germany
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Varvaras J, Schaar P, Laskowski NM, Georgiadou E, Norberg MM, Müller A. To hoard or not to hoard purchased items - does it matter? A clinical cross-sectional study on compulsive buying-shopping disorder. Compr Psychiatry 2025; 139:152588. [PMID: 40054095 DOI: 10.1016/j.comppsych.2025.152588] [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: 11/08/2024] [Revised: 02/18/2025] [Accepted: 02/22/2025] [Indexed: 04/13/2025] Open
Abstract
BACKGROUND Research with individuals with compulsive buying-shopping disorder (CBSD) indicated that comorbid hoarding disorder (HD), as determined by questionnaire cutoffs, is associated with more severe CBSD. This study investigated a clinical sample with CBSD and determined the prevalence of HD by clinical interview, explored whether hoarding refers to consumer goods and/or non-purchased, free items, and compared patients with (HD+) and without (HD-) comorbid HD regarding materialism, impulsiveness, general psychopathology, CBSD and HD symptoms. Additionally, the relationship between CBSD symptoms and other study variables was explored in the total sample. METHOD All patients (N = 81) underwent a clinical interview and answered the Pathological Buying Screener (PBS), the German Saving Inventory-Revised (GSI-R), and measures for materialism, impulsiveness, depression and anxiety. RESULTS Seventeen patients had comorbid HD, of which 82 % hoarded predominantly purchased items. The HD+ group scored higher than the HD- group on the clutter and difficulty discarding GSI-R subscales, but not on the excessive acquisition GSI-R subscale or the PBS. There were no group differences in materialism, impulsiveness, and general psychopathology. The correlation between the PBS and the GSI-R in the total sample was driven by the high correlation between the PBS and the excessive acquisition GSI-R subscale. Higher PBS/GSI-R excessive acquisition scores were related to higher materialism and more psychopathology. CONCLUSION The findings indicate that hoarding in CBSD is mostly related to purchased consumer goods and not associated with a higher symptom severity of CBSD. Further investigation into the specifics of hoarding in the context of CBSD is necessary.
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Affiliation(s)
- Justus Varvaras
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany.
| | - Patricia Schaar
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany.
| | - Nora M Laskowski
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany; University Clinic for Psychosomatic Medicine and Psychotherapy, Ruhr-University Bochum, Medical Faculty, Campus East-Westphalia, Germany.
| | - Ekaterini Georgiadou
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany; Department of Psychiatry and Psychotherapy, Paracelsus Medical University Nuremberg, Germany.
| | - Melissa M Norberg
- Lifespan Health and Wellbeing Centre, School of Psychological Sciences, Macquarie University, Sydney, Australia.
| | - Astrid Müller
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany.
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Solly JE, Albertella L, Ioannidis K, Fineberg NA, Grant JE, Chamberlain SR. Recent advances in understanding how compulsivity is related to behavioural addictions over their timecourse. CURRENT ADDICTION REPORTS 2025; 12:26. [PMID: 40012739 PMCID: PMC11850568 DOI: 10.1007/s40429-025-00621-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/14/2024] [Indexed: 02/28/2025]
Abstract
Purpose of Review Behavioural addictions involve loss of control over initially rewarding behaviours, which continue despite adverse consequences. Theoretical models suggest that these patterns of behaviour evolve over time, with compulsive and habitual behaviours held to reflect a loss of behavioural control. Compulsivity can be broadly described as a propensity for (or engagement in) repetitive behaviours that are not aligned with overall goals. Here, we consider whether compulsivity is associated with behavioural addictions at different stages of their development, based on self-report and neurocognitive measures. Recent Findings This review found that there is initial evidence that compulsive traits might predispose individuals to engage in problematic behaviours, and that self-report and neurocognitive measures of compulsivity are associated with severity of problematic behaviours even in the early stages of behavioural addictions. In the later stages of behavioural addiction, there is strong evidence for an association of gambling disorder with cognitive inflexibility, but less evidence for an association between compulsivity and other types of behavioural addiction. Summary Moving forwards, well-powered longitudinal studies, including studies using ecological momentary assessment (EMA), will be important in robustly developing our understanding of how compulsivity is related to behavioural addictions over their timecourse.
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Affiliation(s)
- Jeremy E. Solly
- Department of Psychiatry, Faculty of Medicine, University of Southampton, Southampton, UK
- Hampshire and Isle of Wight Healthcare NHS Foundation Trust, Southampton, UK
- Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, UK
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Lucy Albertella
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC Australia
| | - Konstantinos Ioannidis
- Department of Psychiatry, Faculty of Medicine, University of Southampton, Southampton, UK
- Hampshire and Isle of Wight Healthcare NHS Foundation Trust, Southampton, UK
- Cambridgeshire and Peterborough NHS Foundation Trust, Cambridge, UK
| | - Naomi A. Fineberg
- School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK
- Hertfordshire Partnership University NHS Trust, Hatfield, UK
- Cambridge University School of Clinical Medicine, Addenbrooke’s Hospital, Cambridge, UK
| | - Jon E. Grant
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL USA
| | - Samuel R. Chamberlain
- Department of Psychiatry, Faculty of Medicine, University of Southampton, Southampton, UK
- Hampshire and Isle of Wight Healthcare NHS Foundation Trust, Southampton, UK
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Oelker A, Rumpf HJ, Brand M, Müller SM. Validation of the ACSID-11 for consistent screening of specific Internet-use disorders based on ICD-11 criteria for gaming disorder: A multitrait-multimethod approach. Compr Psychiatry 2024; 132:152470. [PMID: 38631271 DOI: 10.1016/j.comppsych.2024.152470] [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: 06/02/2023] [Revised: 02/16/2024] [Accepted: 03/04/2024] [Indexed: 04/19/2024] Open
Abstract
INTRODUCTION With the inclusion of gaming disorder in the ICD-11, diagnostic criteria were introduced for this relatively new disorder. These criteria may be applied to other potential specific Internet-use disorders. The 11-item Assessment of Criteria for Specific Internet-use Disorders (ACSID-11) was developed for consistent screening of gaming disorder, online buying-shopping disorder, online pornography-use disorder, social networks-use disorder, and online gambling disorder. This study tested the construct validity of the ACSID-11, including convergent and divergent measures. METHODS The ACSID-11 measures five behavioral addictions with the same set of items by following the principles of the Alcohol, Smoking and Substance Involvement Screening Test (ASSIST). The ACSID-11 was administered to a convenience sample of active Internet users (N = 1597) together with validated and established measures of each specific Internet-use disorder along with screeners for mental health. Included are the Ten-Item Internet Gaming Disorder Test (IGDT-10), the Bergen Shopping Addiction Scale (BSAS), the Problematic Pornography Consumption Scale (PPCS), the Bergen Social Media Addiction Scale (BSMAS) and the Berlin Inventory of Gambling behavior - Screening (BIG-S). The ACSID-11 was compared convergently and divergently through a multitrait-multimethod approach along with contingency tables with the other Internet-use disorder screeners. RESULTS The multitrait-multimethod results shows that each behavior assessed with the ACSID-11 has moderate to strong correlations (r's from 0.462 to 0.609) with the scores of the corresponding established measures and, furthermore, positive correlations (r's from 0.122 to 0.434) with measures of psychological distress and further shows that the ACSID-11 can be used for a comprehensive assessment of different behaviors. The contingency tables reveal large divergences between the ACSID-11 and other screening instruments concerning the classification of problematic specific Internet use based on the given cut-off values. CONCLUSION The current work provides additional validation for the ACSID-11. Accordingly, this tool can be considered as reliable and valid for the simultaneous assessment of different Internet-use disorders: gaming disorder, online buying-shopping disorder, online pornography use disorder, social networks use disorder, and online gambling disorder. With a subsequent clinical validation of the scale and the proposed cut-off score, the ACSID-11 will be a thoroughly validated useful screening tool for clinical practice.
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Affiliation(s)
- Andreas Oelker
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany.
| | - Hans-Jürgen Rumpf
- Department of Psychiatry and Psychotherapy, Research Group S:TEP (Substance use and related disorders: Treatment, Epidemiology, and Prevention), University of Lübeck, Lübeck, Germany.
| | - Matthias Brand
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany.
| | - Silke M Müller
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany.
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Rachubińska K, Cybulska AM, Szylińska A, Kupcewicz E, Ćwiek D, Walaszek I, Grochans E. Psychosocial Functioning of Individuals at Risk of Developing Compulsive Buying Disorder. J Clin Med 2024; 13:1339. [PMID: 38592171 PMCID: PMC10931809 DOI: 10.3390/jcm13051339] [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: 02/02/2024] [Revised: 02/22/2024] [Accepted: 02/25/2024] [Indexed: 04/10/2024] Open
Abstract
(1) Background: This study aimed to establish the connection between depressiveness, workaholism, eating disorders, and personality traits, according to the five-point model called the Big Five, in women with a risk of compulsive buying disorder. (2) Methods: The study was conducted on 556 Polish women from the West Pomeranian Voivodeship. The study employed the diagnostic survey method using a questionnaire technique including Personality Inventory NEO-FFI, the Buying Behaviour Scale, the Beck Depression Inventory I-II, the Three-Factor Eating Questionnaire, and a self-questionnaire. (3) Results: The analysis revealed the risk of compulsive buying being accompanied by a higher median score for depressiveness, neuroticism, Cognitive Restraint of Eating, Uncontrolled Eating, and a risk of workaholism. A lower score in the respondents in the compulsive buying risk group was observed in an assessment of agreeableness and conscientiousness. Work addiction was exhibited by 26% of people with compulsive buying disorder vs. 12% of people without it. (4) Conclusion: This study found that a high risk of compulsive buying disorder is accompanied by a high risk of moderate depressiveness, neuroticism, Cognitive Restraint of Eating, Uncontrolled Eating, and workaholism. It also confirmed the view that compulsive buying is a behavioural addiction which is a consequence of ineffective coping and being dissatisfied with one's social life.
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Affiliation(s)
- Kamila Rachubińska
- Department of Nursing, Faculty of Health Sciences, Pomeranian Medical University, Żołnierska 48, 71-210 Szczecin, Poland; (K.R.); (I.W.); (E.G.)
| | - Anna Maria Cybulska
- Department of Nursing, Faculty of Health Sciences, Pomeranian Medical University, Żołnierska 48, 71-210 Szczecin, Poland; (K.R.); (I.W.); (E.G.)
| | - Aleksandra Szylińska
- Department of Cardiac Surgery, Pomeranian Medical University, Powstańców Wlkp 72, 70-111 Szczecin, Poland;
| | - Ewa Kupcewicz
- Department of Nursing, Collegium Medicum, University of Warmia and Mazury in Olsztyn, 10-719 Olsztyn, Poland;
| | - Dorota Ćwiek
- Department of Obstetrics and Pathology of Pregnancy, Pomeranian Medical University in Szczecin, ul. Żołnierska 48, 71-210 Szczecin, Poland;
| | - Ireneusz Walaszek
- Department of Nursing, Faculty of Health Sciences, Pomeranian Medical University, Żołnierska 48, 71-210 Szczecin, Poland; (K.R.); (I.W.); (E.G.)
| | - Elżbieta Grochans
- Department of Nursing, Faculty of Health Sciences, Pomeranian Medical University, Żołnierska 48, 71-210 Szczecin, Poland; (K.R.); (I.W.); (E.G.)
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Allahvirdie Rezaieh S, Ghorbani N, Farahani H. Mediating role of splitting in relation to attachment styles and shopping addiction. Front Psychol 2023; 14:1249591. [PMID: 37854143 PMCID: PMC10581345 DOI: 10.3389/fpsyg.2023.1249591] [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: 06/28/2023] [Accepted: 09/07/2023] [Indexed: 10/20/2023] Open
Abstract
Introduction Shopping can provide a sense of satisfaction and pleasure; however, if a person's excessive involvement in this behavior starts to negatively impact other aspects of their life, similar to other addictive behaviors like excessive internet use, gaming, and gambling, it may be classified as pathological. Given the lack of agreement regarding the classification of excessive shopping tendencies as a separate mental health condition or addictive behavior, taking a socio-emotional approach to explore the psychological factors that precede this behavior, may offer a better comprehension of it. Methods The purpose of this study was to examine the relationship between attachment styles and excessive shopping behavior, as well as to investigate the potential mediating effect of defense mechanisms like splitting on this relationship. Using convenience sampling, a group of 457 stock market employees (116 female, 341 male) between the ages of 24 and 60 were recruited. The researchers utilized a set of validated psychological questionnaires to assess the employees attachment styles, shopping addiction, and splitting tendencies. Results The results obtained from both the mediation model and path analysis suggest that attachment styles do not have a direct relationship with shopping addiction. Nonetheless, the study supports the impact of insecure anxious and avoidan attachment styles on splitting. Furthermore, the findings confirm that splitting has a mediating effect on the relationship between attachment styles and splitting. Discussion The present study enhanced our comprehension of the subconscious mechanisms underlying shopping tendencies. Specifically, the findings suggest that excessive tendencies towards shopping can be considered a maladaptive response resulting from insecure attachment styles and the unconscious utilization of the splitting defense mechanism.
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Affiliation(s)
| | - Nima Ghorbani
- Department of Clinical Psychology, University of Tehran, Tehran, Iran
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Thomas TA, Joshi M, Trotzke P, Steins-Loeber S, Müller A. Cognitive Functions in Compulsive Buying-Shopping Disorder: a Systematic Review. Curr Behav Neurosci Rep 2023. [DOI: 10.1007/s40473-023-00255-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
Abstract
Purpose of the Review
To provide a systematic review of experimental studies concerning cognitive functions in compulsive buying-shopping disorder (CBSD) and to evaluate the studies as supporting or not supporting the affective and cognitive interactions proposed by the Interaction of Person-Affect-Cognition-Execution (I-PACE) model for addictive behaviors.
Recent Findings
The results of the present review concerning CBSD mirror findings regarding cue reactivity and disadvantageous decision making in other addictive behaviors, but they also demonstrate a relative lack of experimental studies addressing other cognitive domains such as attentional bias, inhibitory control, implicit associations, or Pavlovian-to-instrumental transfer. Experimental work on physiological and neural correlates of affective and cognitive mechanisms and their interaction in CBSD is still at the beginning.
Summary
While a reasonable number of experimental neuropsychological studies support the application of the I-PACE framework to CBSD, future research is required to systematically examine affective and cognitive interactions in CBSD.
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8
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Somma A, Krueger RF, Markon KE, Gialdi G, Di Leva N, Falcone E, Villa M, Frau C, Fossati A. Are problem buying and problem gambling addictive, impulsive, or compulsive in nature? A network analysis and latent dimension analysis study in Italian community-dwelling adults. Psychiatry Res 2023; 321:115100. [PMID: 36774751 DOI: 10.1016/j.psychres.2023.115100] [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: 08/02/2022] [Revised: 01/28/2023] [Accepted: 02/05/2023] [Indexed: 02/10/2023]
Abstract
Prominent scholars suggested that the impulsive-obsessive compulsive continuum may represent a framework to understand both substance and behavioral addictions. However, the characterization of pathological buying (PB) and problem gambling (PG) within the compulsive-impulsive spectrum has not been extensively investigated. To explore the relationships among PB, PG, alcohol and substance abuse, DSM-5 obsessive-compulsive and related disorders, and impulsive dimensions, a sample of 1,005 Italian community-dwelling adult participants (55.5% female), was administered self-reported measures of PB, PG, and other theoretically-relevant constructs. We expected to observe a multidimensional structure in our data; moreover, DSM-5 obsessive compulsive and related disorders were hypothesized to be accounted for by a common dimension. Three dimensions were identified and replicated across two different, non-redundant methods (i.e., exploratory graph analysis and exploratory factor analysis), namely, substance use and gambling, obsessive and compulsive phenomena, and impulsivity dimensions. Specifically, PG seemed to represent a behavioral variant of addiction vulnerability, PB seemed more akin to obsessive-compulsive spectrum disorders, and disinhibition dimension represented the common core of negative urgency, lack of premeditation, lack of perseverance, sensation seeking (SS), and positive urgency. Our findings may be helpful in improving our knowledge on the similarities and differences between PB and PG.
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Affiliation(s)
- Antonella Somma
- School of Psychology, Vita-Salute San Raffaele University, Milan, Italy
| | | | | | - Giulia Gialdi
- School of Psychology, Vita-Salute San Raffaele University, Milan, Italy
| | - Nicole Di Leva
- School of Psychology, Vita-Salute San Raffaele University, Milan, Italy; Università della Svizzera Italiana, Lugano, Switzerland
| | - Elena Falcone
- School of Psychology, Vita-Salute San Raffaele University, Milan, Italy; Università della Svizzera Italiana, Lugano, Switzerland
| | - Marisole Villa
- School of Psychology, Vita-Salute San Raffaele University, Milan, Italy; Università della Svizzera Italiana, Lugano, Switzerland
| | - Claudia Frau
- Università della Svizzera Italiana, Lugano, Switzerlande: ISIPSÉ Institute, Rome, Italy
| | - Andrea Fossati
- School of Psychology, Vita-Salute San Raffaele University, Milan, Italy.
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Muela I, Navas JF, Ventura-Lucena JM, Perales JC. How to pin a compulsive behavior down: A systematic review and conceptual synthesis of compulsivity-sensitive items in measures of behavioral addiction. Addict Behav 2022; 134:107410. [PMID: 35780595 DOI: 10.1016/j.addbeh.2022.107410] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 06/08/2022] [Accepted: 06/11/2022] [Indexed: 12/15/2022]
Abstract
Experimental models identify the transition from choice to compulsivity as the main mechanism underlying addiction. In behavioral addictions research, however, the adjective compulsive is used to describe virtually any kind of excessive or dysregulated behavior, which hinders the connection between experimental and clinical models. In this systematic review, we adopted a preliminary definition of compulsive behavior based on previous theoretical work. Subsequently, a systematic review following PRISMA guidelines was conducted (a) to identify the validated instruments, currently used in behavioral addictions research, that include items that are sensitive (intendedly or not) to compulsivity, and (b) to categorize those items into differentiable operationalizations of compulsivity. Six operationalizations of compulsivity emerged from item content analysis: 1. Automatic or habitual behavior occurring in absence of conscious instrumental goals; 2. Behavior insensitive to negative consequences despite conscious awareness of them; 3. Overwhelming urge or desire that impels the individual to initiate the activity and jeopardizes control attempts; 4. Bingeing, or inability to stop or interrupt the activity once initiated, resulting in an episode substantially longer or more intense than intended; 5. Attentional capture and cognitive hijacking; and 6. Inflexible rules, stereotyped behaviors, and rituals related to task completion or execution. Subsequently, a list of 15 representative items per operationalization was elaborated for independent assessment and identification of delimitation problems. A high degree of agreement was reached in assessing them as instantiating compulsivity, as well as in their assignment to the corresponding categories. However, many of them were also considered overinclusive, i.e., uncapable of distinguishing compulsivity from value-based momentary choice. To increase their discriminative value, items in future compulsivity scales should be refined to explicitly mention disconnection between behavior and declarative goals. Further research on factorial structure of a pool of items derived from these operational definitions is warranted. Such a factorial structure could be used as an intermediate link between specific behavioral items and explanatory psychobiological, learning, and cognitive mechanisms.
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Affiliation(s)
- Ismael Muela
- Department of Experimental Psychology, Mind, Brain and Behavior Research Center (CIMCYC), Universidad de Granada, Spain.
| | - Juan F Navas
- Department of Personality, Assessment, and Clinical Psychology, Universidad Complutense de Madrid, Spain
| | - José M Ventura-Lucena
- Department of Experimental Psychology, Mind, Brain and Behavior Research Center (CIMCYC), Universidad de Granada, Spain
| | - José C Perales
- Department of Experimental Psychology, Mind, Brain and Behavior Research Center (CIMCYC), Universidad de Granada, Spain
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Kaklauskas A, Abraham A, Ubarte I, Kliukas R, Luksaite V, Binkyte-Veliene A, Vetloviene I, Kaklauskiene L. A Review of AI Cloud and Edge Sensors, Methods, and Applications for the Recognition of Emotional, Affective and Physiological States. SENSORS (BASEL, SWITZERLAND) 2022; 22:7824. [PMID: 36298176 PMCID: PMC9611164 DOI: 10.3390/s22207824] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 09/28/2022] [Accepted: 10/12/2022] [Indexed: 06/16/2023]
Abstract
Affective, emotional, and physiological states (AFFECT) detection and recognition by capturing human signals is a fast-growing area, which has been applied across numerous domains. The research aim is to review publications on how techniques that use brain and biometric sensors can be used for AFFECT recognition, consolidate the findings, provide a rationale for the current methods, compare the effectiveness of existing methods, and quantify how likely they are to address the issues/challenges in the field. In efforts to achieve the key goals of Society 5.0, Industry 5.0, and human-centered design better, the recognition of emotional, affective, and physiological states is progressively becoming an important matter and offers tremendous growth of knowledge and progress in these and other related fields. In this research, a review of AFFECT recognition brain and biometric sensors, methods, and applications was performed, based on Plutchik's wheel of emotions. Due to the immense variety of existing sensors and sensing systems, this study aimed to provide an analysis of the available sensors that can be used to define human AFFECT, and to classify them based on the type of sensing area and their efficiency in real implementations. Based on statistical and multiple criteria analysis across 169 nations, our outcomes introduce a connection between a nation's success, its number of Web of Science articles published, and its frequency of citation on AFFECT recognition. The principal conclusions present how this research contributes to the big picture in the field under analysis and explore forthcoming study trends.
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Affiliation(s)
- Arturas Kaklauskas
- Department of Construction Management and Real Estate, Vilnius Gediminas Technical University, Sauletekio Ave. 11, LT-10223 Vilnius, Lithuania
| | - Ajith Abraham
- Machine Intelligence Research Labs, Scientific Network for Innovation and Research Excellence, Auburn, WA 98071, USA
| | - Ieva Ubarte
- Institute of Sustainable Construction, Vilnius Gediminas Technical University, Sauletekio Ave. 11, LT-10223 Vilnius, Lithuania
| | - Romualdas Kliukas
- Department of Applied Mechanics, Vilnius Gediminas Technical University, Sauletekio Ave. 11, LT-10223 Vilnius, Lithuania
| | - Vaida Luksaite
- Department of Construction Management and Real Estate, Vilnius Gediminas Technical University, Sauletekio Ave. 11, LT-10223 Vilnius, Lithuania
| | - Arune Binkyte-Veliene
- Institute of Sustainable Construction, Vilnius Gediminas Technical University, Sauletekio Ave. 11, LT-10223 Vilnius, Lithuania
| | - Ingrida Vetloviene
- Department of Construction Management and Real Estate, Vilnius Gediminas Technical University, Sauletekio Ave. 11, LT-10223 Vilnius, Lithuania
| | - Loreta Kaklauskiene
- Department of Construction Management and Real Estate, Vilnius Gediminas Technical University, Sauletekio Ave. 11, LT-10223 Vilnius, Lithuania
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11
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Latent Classes for the Treatment Outcomes in Women with Gambling Disorder and Buying/Shopping Disorder. J Clin Med 2022; 11:jcm11133917. [PMID: 35807202 PMCID: PMC9267407 DOI: 10.3390/jcm11133917] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Revised: 06/29/2022] [Accepted: 06/30/2022] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND The risk for behavioral addictions is rising among women within the general population and in clinical settings. However, few studies have assessed treatment effectiveness in females. The aim of this work was to explore latent empirical classes of women with gambling disorder (GD) and buying/shopping disorder (BSD) based on the treatment outcome, as well as to identify predictors of the different empirical groups considering the sociodemographic and clinical profiles at baseline. METHOD A clinical sample of n = 318 women seeking treatment for GD (n = 221) or BSD (n = 97) participated. Age was between 21 to 77 years. RESULTS The four latent-classes solution was the optimal classification in the study. Latent class 1 (LT1, good progression to recovery) grouped patients with the best CBT outcomes (lowest risk of dropout and relapses), and it was characterized by the healthiest psychological state at baseline, the lowest scores in harm avoidance and self-transcendence, and the highest scores in reward dependence, persistence, self-directedness and cooperativeness. Latent classes 3 (LT3, bad progression to drop-out) and 4 (LT4, bad progression to relapse) grouped women with the youngest mean age, earliest onset of the addictive behaviors, and worst psychological functioning. CONCLUSIONS GD and BSD are complex conditions with multiple interactive causes and impacts, which need wide and flexible treatment plans. Specific interventions should be designed according to the specific profiles of women for achieving early inclusion, retention and well-maintained long-term effects.
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Zarate D, Fullwood L, Prokofieva M, Griffiths MD, Stavropoulos V. Problematic Shopping Behavior: An Item Response Theory Examination of the Seven-Item Bergen Shopping Addiction Scale. Int J Ment Health Addict 2022; 21:1-19. [PMID: 35754859 PMCID: PMC9208247 DOI: 10.1007/s11469-022-00844-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/25/2022] [Indexed: 11/25/2022] Open
Abstract
There has been an increasing amount of research examining problematic shopping behavior (PSB), often referred to in the psychological literature as "compulsive buying" or "shopping addiction." A popular scale for assessing the risk of PSB is the seven-item Bergen Shopping Addiction Scale (BSAS). To expand our knowledge of the psychometric properties of this instrument, the present study employed Item Response Theory (IRT) and differential item functioning analyses (DIF) while concurrently attempting to determine a preliminary cut-off point. A relatively large community sample completed the BSAS online (N = 968, M age = 29.5 years, SD age = 9.36, 32.5% women). IRT analyses showed differences regarding the BSAS items' discrimination, difficulty, and precision, with a raw score exceeding 23 (out of 28) indicating a higher risk of shopping addiction. Finally, while most BSAS items operated equally among males and females, Item 2 (mood modification) required a higher level of shopping addiction behaviors to be endorsed by males. The BSAS functions as a reliable assessment of the risk of shopping addiction, particularly between average and high levels of the trait. Clinical implications are discussed in light of these findings.
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Affiliation(s)
- Daniel Zarate
- Institute for Health and Sport, Victoria University, 70/104 Ballarat Road, Footscray, VIC 3011 Australia
| | | | | | - Mark D. Griffiths
- International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, UK
| | - Vasileios Stavropoulos
- Institute for Health and Sport, Victoria University, 70/104 Ballarat Road, Footscray, VIC 3011 Australia
- University of Athens, Athens, Greece
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Müller SM, Wegmann E, Oelker A, Stark R, Müller A, Montag C, Wölfling K, Rumpf HJ, Brand M. Assessment of Criteria for Specific Internet-use Disorders (ACSID-11): Introduction of a new screening instrument capturing ICD-11 criteria for gaming disorder and other potential Internet-use disorders. J Behav Addict 2022; 11. [PMID: 35394924 PMCID: PMC9295242 DOI: 10.1556/2006.2022.00013] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 01/11/2022] [Accepted: 03/13/2022] [Indexed: 11/19/2022] Open
Abstract
Background and aims With the inclusion of gaming disorder in the ICD-11, diagnostic criteria were introduced for this relatively new disorder. These criteria may also be applied to other potential specific Internet-use disorders, which may be classified in ICD-11 as other disorders due to addictive behaviors, such as online buying-shopping disorder, online pornography-use disorder, social-networks-use disorder, and online gambling disorder. Due to the heterogeneity in existing instruments, we aimed to develop a consistent and economic measure of major types of (potential) specific Internet-use disorders based on ICD-11 criteria for gaming disorder. Methods The new 11-item Assessment of Criteria for Specific Internet-use Disorders (ACSID-11) measures five behavioral addictions with the same set of items by following the principles of WHO's ASSIST. The ACSID-11 was administered to active Internet users (N = 985) together with an adaptation of the Ten-Item Internet Gaming Disorder Test (IGDT-10) and screeners for mental health. We used Confirmatory Factor Analyses to analyze the factor structure of ACSID-11. Results The assumed four-factorial structure was confirmed and was superior to the unidimensional solution. This applied to gaming disorder and to the other specific Internet-use disorders. ACSID-11 scores correlated with IGDT-10 as well as with the measures of psychological distress. Discussion and Conclusions The ACSID-11 seems to be suitable for the consistent assessment of (potential) specific Internet-use disorders based on ICD-11 diagnostic criteria for gaming disorder. The ACSID-11 may be a useful and economic instrument for studying various behavioral addictions with the same items and improving comparability.
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Affiliation(s)
- Silke M. Müller
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany
- Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany
| | - Elisa Wegmann
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany
| | - Andreas Oelker
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany
| | - Rudolf Stark
- Department of Psychotherapy and Systems Neuroscience, Justus Liebig University of Giessen, Giessen, Germany
- Bender Institute of Neuroimaging, Justus Liebig University of Giessen, Giessen, Germany
- Center of Mind, Brain and Behavior, Universities of Marburg and Giessen, Giessen, Germany
| | - Astrid Müller
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Christian Montag
- Department of Molecular Psychology, Institute of Psychology and Education, Ulm University, Ulm, Germany
| | - Klaus Wölfling
- Outpatient Clinic for Behavioral Addiction, Department of Psychosomatic Medicine and Psychotherapy, University Medical Center, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Hans-Jürgen Rumpf
- Department of Psychiatry and Psychotherapy, Research Group S:TEP (Substance Use and Related Disorders: Treatment, Epidemiology, and Prevention), University of Lübeck, Lübeck, Germany
| | - Matthias Brand
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany
- Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany
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Müller A, Georgiadou E, Birlin A, Laskowski NM, Jiménez-Murcia S, Fernández-Aranda F, Hillemacher T, de Zwaan M, Brand M, Steins-Loeber S. The Relationship of Shopping-Related Decisions with Materialistic Values Endorsement, Compulsive Buying-Shopping Disorder Symptoms and Everyday Moral Decision Making. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19074376. [PMID: 35410054 PMCID: PMC8998309 DOI: 10.3390/ijerph19074376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 03/25/2022] [Accepted: 03/27/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND Compulsive buying-shopping disorder (CBSD) is associated with high materialistic values endorsement and excessive purchasing of consumer goods. A subgroup of individuals with CBSD engage in socially unacceptable behaviors to continue shopping despite negative consequences. This investigation aimed at exploring possible links between ego-oriented shopping-related decisions, materialism, symptoms of CBSD and close-to-everyday moral decision making. METHODS In study 1, patients with CBSD were interviewed to develop a list of conflict situations, capturing typical shopping-related dilemmas. In study 2, the shopping-related dilemmas from study 1, standardized close-to-everyday moral dilemmas, the Material Values Scale and Pathological Buying Screener were administered to a web-based convenience sample (n = 274). RESULTS The main effects of a moderated hierarchical regression analysis revealed an association of more ego-oriented shopping-related decisions with both higher materialistic values endorsement and more CBSD symptoms, but not with everyday moral decision-making. However, a more egoistic everyday moral decision making style moderated the effect of CBSD symptoms on ego-oriented shopping related decisions. CONCLUSIONS The findings indicate that a more egoistic everyday moral decision making style is not directly linked to domain-specific shopping-related decision making but strengthens the link between symptoms of CBSD and ego-oriented shopping-related decisions.
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Affiliation(s)
- Astrid Müller
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, 30625 Hannover, Germany; (A.B.); (N.M.L.); (M.d.Z.)
- Correspondence: ; Tel.: +49-511-532-6569
| | - Ekaterini Georgiadou
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University Nuremberg, 90419 Nuremberg, Germany; (E.G.); (T.H.)
| | - Annika Birlin
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, 30625 Hannover, Germany; (A.B.); (N.M.L.); (M.d.Z.)
| | - Nora M. Laskowski
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, 30625 Hannover, Germany; (A.B.); (N.M.L.); (M.d.Z.)
- Institute of Psychology, Technische Universität Braunschweig, 38106 Braunschweig, Germany
- University Clinic for Psychosomatic Medicine and Psychotherapy, Medical Faculty, Campus East-Westphalia, Ruhr-University Bochum, 32312 Luebbecke, Germany
| | - Susana Jiménez-Murcia
- Ciber Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, 28029 Madrid, Spain; (S.J.-M.); (F.F.-A.)
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain
- Department of Psychiatry, University Hospital of Bellvitge, L’Hospitalet de Llobregat, 08907 Barcelona, Spain
- Psychiatry and Mental Health Group, Neuroscience Program, Institut d’Investigació Biomèdica de Bellvitge-IDIBELL, L’Hospitalet de Llobregat, 08907 Barcelona, Spain
| | - Fernando Fernández-Aranda
- Ciber Fisiopatología Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III, 28029 Madrid, Spain; (S.J.-M.); (F.F.-A.)
- Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Programme, Bellvitge Biomedical Research Institute (IDIBELL), 08908 Barcelona, Spain
- Department of Psychiatry, University Hospital of Bellvitge, L’Hospitalet de Llobregat, 08907 Barcelona, Spain
- Psychiatry and Mental Health Group, Neuroscience Program, Institut d’Investigació Biomèdica de Bellvitge-IDIBELL, L’Hospitalet de Llobregat, 08907 Barcelona, Spain
| | - Thomas Hillemacher
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University Nuremberg, 90419 Nuremberg, Germany; (E.G.); (T.H.)
| | - Martina de Zwaan
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, 30625 Hannover, Germany; (A.B.); (N.M.L.); (M.d.Z.)
| | - Matthias Brand
- General Psychology, Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, 47057 Duisburg, Germany;
- Erwin L. Hahn Institute for Magnetic Resonance Imaging, 45141 Essen, Germany
| | - Sabine Steins-Loeber
- Department of Clinical Psychology and Psychotherapy, Otto Friedrich University of Bamberg, 96047 Bamberg, Germany;
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Online Interpersonal Relationships and Data Ownership Awareness Mediate the Relationship between Perceived Benefits and Problematic Internet Shopping. SUSTAINABILITY 2022. [DOI: 10.3390/su14063439] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Maladaptive and problematic buying/shopping has been the subject of a considerable amount of research over the last few decades. This research exploited the stimulus–organism–response (S-O-R) theory to evaluate the mediating effects of online interpersonal relationships and data ownership awareness on the relationship between consumers’ perceived benefit of online shopping and problematic internet shopping behavior. A total of 409 internet shoppers participated in this study. The authors performed all the analyses using the statistical package SPSS. The bootstrapping method used parallel and serial mediation models to assess whether OIR and DOA mediate the relationship between PBOS and PIS. The analysis results indicate that PBOS has a negative influence on PIS. In addition, OIR and DOA sequentially and partly mediate the relationship between PBOS and PIS. Pairwise comparisons amongst the three indirect effects suggest that OIR affects the PBOS-PIS relationship more than the other two effects. These results furnish substantial contributions that may advance a coherent theoretical framework on the pathways in which OIR and DOA may influence problematic internet shopping. Limitations of the current study and the implications of these findings are delineated.
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Black DW. Compulsive Shopping: A Review and Update. Curr Opin Psychol 2022; 46:101321. [DOI: 10.1016/j.copsyc.2022.101321] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 02/16/2022] [Accepted: 02/17/2022] [Indexed: 11/03/2022]
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Decision Making and Risk Propensity in Individuals with Tendencies towards Specific Internet-Use Disorders. Brain Sci 2022; 12:brainsci12020201. [PMID: 35203964 PMCID: PMC8870372 DOI: 10.3390/brainsci12020201] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 01/25/2022] [Accepted: 01/28/2022] [Indexed: 02/01/2023] Open
Abstract
The uncontrolled use of specific Internet applications is increasingly recognized as a mental health issue. Gaming disorder, which is one subtype of specific Internet-use disorders (sIUDs), has been included in the ICD-11 as disorder due to addictive behaviors. Addictive disorders are assumed to be accompanied by cognitive deficits as indicated by weaker performance in executive function and risky decision-making tasks. This study investigates risky decision-making in individuals with tendencies towards sIUDs including gaming, online buying-shopping, and social-networks-use disorders. A total of 293 individuals participated in the study. Based on specific screening instruments, the participants were assigned to a group with tendencies towards sIUD or a control group. Participants completed a risky decision-making task and questionnaires assessing risk-taking propensity, impulsivity, psychopathology, and perceived stress. The group with sIUD tendencies showed higher attentional impulsivity and higher levels of depression and anxiety compared to the control group. The groups did not differ in decision making and risk propensity. Decision making did not have significant effects on sIUD symptoms. Risk for developing sIUDs does not appear to be accompanied by altered general decision-making tendencies. Rather, psychological (pre-)load and attentional deficits appear to be relevant features in uncontrolled use of the Internet.
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Müller A, Laskowski NM, Wegmann E, Steins-Loeber S, Brand M. Problematic Online Buying-Shopping: Is it Time to Considering the Concept of an Online Subtype of Compulsive Buying-Shopping Disorder or a Specific Internet-Use Disorder? CURRENT ADDICTION REPORTS 2021. [DOI: 10.1007/s40429-021-00395-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Abstract
Purpose of Review
Problematic online buying-shopping became a recent research topic, and the question arises as to whether it would be useful to differentiate between a “predominantly online” and a “predominantly offline” compulsive buying-shopping disorder (CBSD) subtype by analogy with gaming disorder and gambling disorder in the ICD-11. This narrative review aims at reflecting the discussions on overlaps of problematic online buying-shopping with both offline CBSD and specific internet-use disorders.
Recent Findings
Preliminary data suggest that problematic online buying-shopping shares many commonalities with both offline CBSD and potential specific internet-use disorders (e.g., gaming disorder, pornography-use disorder, or social-network–use disorder). However, there is a lack of research addressing the etiology, underlying affective and cognitive mechanisms, psychosocial correlates, comorbidity profiles, and treatment of problematic online buying-shopping.
Summary
The question of whether online CBSD can develop independently from offline CBSD or only as medial transformation of offline CBSD still remains unanswered due to limited research on problematic online buying-shopping. Both perspectives are conceivable: that online CBSD represents a standalone specific internet-use disorder or the online subtype of CBSD. Future studies should examine which approach has clinical utility and indicates specific treatment options and better outcomes.
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Müller A, Laskowski NM, Trotzke P, Ali K, Fassnacht DB, de Zwaan M, Brand M, Häder M, Kyrios M. Proposed diagnostic criteria for compulsive buying-shopping disorder: A Delphi expert consensus study. J Behav Addict 2021; 10:208-222. [PMID: 33852420 PMCID: PMC8996806 DOI: 10.1556/2006.2021.00013] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 11/16/2020] [Accepted: 02/14/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND AND AIMS Consensus in acknowledging compulsive buying-shopping disorder (CBSD) as a distinct diagnosis has been lacking. Before research in this area can be advanced, it is necessary to establish diagnostic criteria in order to facilitate field trials. METHODS The study consisted of the following phases: (1) operationalization of a broad range of potential diagnostic criteria for CBSD, (2) two iterative rounds of data collection using the Delphi method, where consensus of potential diagnostic criteria for CBSD was reached by an international expert panel, and (3) interpretation of findings taking into account the degree of certainty amongst experts regarding their responses. RESULTS With respect to diagnostic criteria, there was clear expert consensus about inclusion of the persistent and recurrent experience of (a) intrusive and/or irresistible urges and/or impulses and/or cravings and/or preoccupations for buying/shopping; (b) diminished control over buying/shopping; (c) excessive purchasing of items without utilizing them for their intended purposes, (d) use of buying-shopping to regulate internal states; (e) negative consequences and impairment in important areas of functioning due to buying/shopping; (f) emotional and cognitive symptoms upon cessation of excessive buying/shopping; and (g) maintenance or escalation of dysfunctional buying/shopping behaviors despite negative consequences. Furthermore, support was found for a specifier related to the presence of excessive hoarding of purchased items. CONCLUSIONS The proposed diagnostic criteria can be used as the basis for the development of diagnostic interviews and measures of CBSD severity.
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Affiliation(s)
- Astrid Müller
- 1Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany
| | - Nora M Laskowski
- 1Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany
| | - Patrick Trotzke
- 2General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Germany
- 3International University of Applied Sciences (IUBH), Cologne, Germany
| | - Kathina Ali
- 4College of Education, Psychology and Social Work, Flinders University, Adelaide, Australia
- 5Órama Institute for Mental Health and Wellbeing, Flinders University, Adelaide, Australia
- 6Research School of Psychology, The Australian National University, Canberra, Australia
| | - Daniel B Fassnacht
- 4College of Education, Psychology and Social Work, Flinders University, Adelaide, Australia
- 5Órama Institute for Mental Health and Wellbeing, Flinders University, Adelaide, Australia
- 6Research School of Psychology, The Australian National University, Canberra, Australia
| | - Martina de Zwaan
- 1Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany
| | - Matthias Brand
- 2General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Germany
- 7Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany
| | - Michael Häder
- 8Institute of Sociology, Technical University of Dresden, Dresden, Germany
| | - Michael Kyrios
- 4College of Education, Psychology and Social Work, Flinders University, Adelaide, Australia
- 5Órama Institute for Mental Health and Wellbeing, Flinders University, Adelaide, Australia
- 6Research School of Psychology, The Australian National University, Canberra, Australia
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20
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Lawrence LM, Elphinstone B. Coping associated with compulsive buying tendency. Stress Health 2021; 37:263-271. [PMID: 33002314 DOI: 10.1002/smi.2994] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 08/18/2020] [Accepted: 09/23/2020] [Indexed: 12/15/2022]
Abstract
Research on general coping is limited within compulsive buying (CB) literature. Nevertheless, other behavioural addictions and hoarding might provide insights into coping in CB. One-hundred and ninety-nine participants (M age = 52.72, SD = 16.06; 50.3% female, 1% unknown sex) completed online questionnaires. Mental and behavioural disengagements were hypothesized to predict greater self-reported CB tendency. Whilst these relationships were found in the correlations, a regression analysis indicated that only mental disengagement significantly predicted CB tendency. Additionally, the exploration of denial and substance use identified that denial was an important predictor of CB tendency coping. The relationship between CB tendency and substance use could not be explored given the large degree of participants reporting minimal scores. CB tendency is associated with maladaptive mental disengagement, denial and lack of acceptance coping strategies, which could be useful to consider in therapy.
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Affiliation(s)
- Lee M Lawrence
- Monash Business School, Monash University, Caulfield, Melbourne, Australia
| | - Bradley Elphinstone
- Department of Psychological Sciences, Swinburne University of Technology, Hawthorn, Melbourne, Australia
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Abstract
AbstractIn the present study, the Turkish version of the Craving for Online Shopping Scale (TCOSS) was developed by modifying items on the Penn Alcohol Craving Scale (PACS). The sample comprised 475 adult volunteers (233 women and 242 men) from three different non-clinical samples recruited online. The structure validity of the TCOSS was examined utilizing exploratory factor analysis (EFA), confirmatory factor analysis (CFA), and criterion validity testing. The EFA showed that the TCOSS had a unidimensional structure that explained 80% of the total variance. The five-item unidimensional structure of the TCOSS then underwent further testing using two different samples. First, the structure of the TCOSS was tested using CFA, which confirmed the unidimensional factor structure. Second, measurement invariance of the TCOSS was conducted through structural invariance, metric invariance, and scalar invariance across different samples. This demonstrated the TCOSS had measurement invariance across different samples (CFA and criterion validity samples). Criterion validity of the TCOSS was tested using the Internet Addiction Test-Short Form, Brief Self-Control Scale, Compulsive Online Shopping Scale, Positive and Negative Affect Schedule, and self-reported personal information. According to the criterion validity results, the TCOSS assessed the structure it targets. Cronbach’s α internal consistency coefficients of the TCOSS were .94 in the EFA sample, .94 in the CFA sample, and .96 in the criterion validity sample. When validity and reliability analysis of the TCOSS are considered as a whole, it is concluded that the TCOSS is a valid and reliable scale for assessing craving for online shopping among online shoppers.
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Müller A, Claes L, Birlin A, Georgiadou E, Laskowski NM, Steins-Loeber S, Brand M, de Zwaan M. Associations of Buying-Shopping Disorder Symptoms with Identity Confusion, Materialism, and Socially Undesirable Personality Features in a Community Sample. Eur Addict Res 2021; 27:142-150. [PMID: 33120395 DOI: 10.1159/000511078] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2020] [Accepted: 08/23/2020] [Indexed: 11/19/2022]
Abstract
INTRODUCTION While identity problems and materialistic value endorsement have been described as predisposing factors for buying-shopping disorder (BSD) in the literature, little empirical data are available on the role of socially undesirable personality features that may contribute to financial misconduct and manipulative interpersonal behaviors in BSD. The dark triad of personality refers to such offensive yet non-pathological personality traits and has been applied to addictive behaviors in the past. The aim of the present study was to investigate whether the "dark triad" dimensions Machiavellianism, subclinical narcissism, and subclinical psychopathy predict symptoms of BSD above and beyond identity confusion and materialism, or moderate the relationship between materialism and symptoms of BSD. METHOD The participants comprised a convenience sample (N = 272, 72.4% women) aged between 18 and 67 years. Assessment included standard questionnaires for BSD, identity problems, materialism, and the dark triad of personality. RESULTS Zero-order correlations indicate a weak association between BSD and the dark triad dimensions Machiavellianism and narcissism, but not psychopathy. Results of a moderated regression analysis with BSD symptoms as a dependent variable revealed significant main effects for materialism, female gender, and a significant "narcissism by materialism" effect, after accounting for identity confusion/synthesis and the single dark triad traits. CONCLUSION The findings suggest that individuals with BSD attempt to address their narcissistic deficits via materialistic possessions. This assumption warrants further investigation in a clinical sample.
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Affiliation(s)
- Astrid Müller
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany,
| | - Laurence Claes
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium.,Faculty of Medicine and Health Sciences, University Antwerp, Antwerp, Belgium
| | - Annika Birlin
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Ekaterini Georgiadou
- Department of Psychiatry and Psychotherapy, Paracelsus Medical University Nuremberg, Nuremberg, Germany
| | - Nora M Laskowski
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Sabine Steins-Loeber
- Department of Clinical Psychology and Psychotherapy, Otto Friedrich University of Bamberg, Bamberg, Germany
| | - Matthias Brand
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany.,Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany
| | - Martina de Zwaan
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
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Chauchard E, Mariez J, Grall-Bronnec M, Challet-Bouju G. Buying-Shopping Disorder among Women: The Role of Vulnerability to Marketing, Buying Motives, Impulsivity, and Self-Esteem. Eur Addict Res 2021; 27:294-303. [PMID: 33326966 DOI: 10.1159/000511769] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 09/21/2020] [Indexed: 11/19/2022]
Abstract
INTRODUCTION The influence of marketing on addictive behaviours has been studied among tobacco and alcohol users. Although the fashion industry is highly influenced by marketing, research has poorly studied vulnerability to fashion marketing as a factor related to buying-shopping disorder (BSD) while considering psychological characteristics (buying motives, impulsivity, and self-esteem). OBJECTIVE The objective of the present work is to investigate the relationship between vulnerability to marketing and BSD. METHODS Women (n = 242) were exclusively recruited through social networking. They completed an online survey exploring the severity of BSD using the Compulsive Buying Scale (CBS) and the psychological factors associated with BSD (impulsivity, self-esteem, and buying motives) and an experimental task designed to investigate the intention to purchase in several situations, where marketing modalities such as price, brand, and packaging fluctuate. RESULTS Among the 242 participants in the study, 34 were identified as compulsive buyers (14%). Income level was considered, and compulsive buyers displayed a higher level of vulnerability to marketing, except for the packaging modality. High levels of positive urgency, lack of premeditation, and coping motivation were found to be significant predictors of the CBS score, but vulnerability to marketing was not. DISCUSSION AND CONCLUSIONS Compulsive buyers seem to be more sensitive to marketing strategies, although vulnerability to marketing was not identified as a predictor of the severity of BSD. Given the enormous literature on the role of marketing in other addictive behaviours, further studies are needed to better understand the role of marketing in BSD to develop appropriate public health policies.
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Affiliation(s)
- Emeline Chauchard
- Laboratoire de Psychologie des Pays de la Loire (LPPL - EA 4638), Université de Nantes, Université d'Angers, Nantes, France
| | - Julie Mariez
- Laboratoire de Psychologie des Pays de la Loire (LPPL - EA 4638), Université de Nantes, Université d'Angers, Nantes, France.,Addictology and Psychiatry Department, CHU Nantes, Nantes, France
| | - Marie Grall-Bronnec
- INSERM, SPHERE U1246 "MethodS in Patient-centered outcomes and Health Research", Université de Nantes, Université de Tours, Nantes, France.,Addictology and Psychiatry Department, CHU Nantes, Nantes, France
| | - Gaëlle Challet-Bouju
- INSERM, SPHERE U1246 "MethodS in Patient-centered outcomes and Health Research", Université de Nantes, Université de Tours, Nantes, France, .,Addictology and Psychiatry Department, CHU Nantes, Nantes, France,
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Verhaltenssüchte. PSYCHOTHERAPEUT 2020. [DOI: 10.1007/s00278-020-00477-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Tarka P, Harnish RJ. Toward the Extension of Antecedents of Compulsive Buying: The Influence of Personal Values Theory. Psychol Rep 2020; 124:2018-2062. [PMID: 32993441 DOI: 10.1177/0033294120959777] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Although a great deal of research has been conducted on compulsive buying, little if any, research has explored compulsive buying from a wider theoretical perspective, encompassing all types of values as potential drivers of compulsive buying. In particular, no comprehensive research has been conducted in the diagnosis of mechanisms that direct the development of compulsive buying from the perspective of personal values theory. Thus, the objective of the current research was to explore compulsive buying within Schwartz's value model, as well as examining the role particular values play as predictors of compulsive buying. Data were obtained from randomly selected students (young adults), whose ages ranged from 17 to 25 years-old, enrolled at professional and high schools, and at universities in Poland. Personal values were measured by the Polish version of Personal Values Questionnaire, while compulsive buying propensity was assessed by the Polish version of the Richmond Compulsive Buying Scale. Generally, the study's hypotheses were supported by SEM analysis. That is, those who held values comprising "Self-Enhancement" and "Openness to Change" were more likely to be compulsive buyers. In contrast, those who held values comprising "Self-Transcendence" and "Conservation" were more likely to be non-compulsive buyers. Compulsive buyers were more self-focused, hedonistic, power- and achievement-oriented than non-compulsive buyers. Finally, values that emphasized importance of communal rather than individualistic goals appeared to prevent compulsive buying.
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Affiliation(s)
- Piotr Tarka
- Department of Market Research, Poznan University of Economics and Business, Poland
| | - Richard J Harnish
- Department of Psychology, New Kensington Campus, Penn State University, USA
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Brand M, Rumpf HJ, Demetrovics Z, Müller A, Stark R, King DL, Goudriaan AE, Mann K, Trotzke P, Fineberg NA, Chamberlain SR, Kraus SW, Wegmann E, Billieux J, Potenza MN. Which conditions should be considered as disorders in the International Classification of Diseases (ICD-11) designation of "other specified disorders due to addictive behaviors"? J Behav Addict 2020; 11. [PMID: 32634114 PMCID: PMC9295220 DOI: 10.1556/2006.2020.00035] [Citation(s) in RCA: 155] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 05/07/2020] [Accepted: 05/15/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Gambling and gaming disorders have been included as "disorders due to addictive behaviors" in the International Classification of Diseases (ICD-11). Other problematic behaviors may be considered as "other specified disorders due to addictive behaviors (6C5Y)." METHODS Narrative review, experts' opinions. RESULTS We suggest the following meta-level criteria for considering potential addictive behaviors as fulfilling the category of "other specified disorders due to addictive behaviors":1. Clinical relevance: Empirical evidence from multiple scientific studies demonstrates that the specific potential addictive behavior is clinically relevant and individuals experience negative consequences and functional impairments in daily life due to the problematic and potentially addictive behavior.2. Theoretical embedding: Current theories and theoretical models belonging to the field of research on addictive behaviors describe and explain most appropriately the candidate phenomenon of a potential addictive behavior.3. Empirical evidence: Data based on self-reports, clinical interviews, surveys, behavioral experiments, and, if available, biological investigations (neural, physiological, genetic) suggest that psychological (and neurobiological) mechanisms involved in other addictive behaviors are also valid for the candidate phenomenon. Varying degrees of support for problematic forms of pornography use, buying and shopping, and use of social networks are available. These conditions may fit the category of "other specified disorders due to addictive behaviors". CONCLUSION It is important not to over-pathologize everyday-life behavior while concurrently not trivializing conditions that are of clinical importance and that deserve public health considerations. The proposed meta-level-criteria may help guide both research efforts and clinical practice.
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Affiliation(s)
- Matthias Brand
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany
- Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany
| | - Hans-Jürgen Rumpf
- Department of Psychiatry and Psychotherapy, Research Group S:TEP (Substance Use and Related Disorders: Treatment, Epidemiology, and Prevention), University of Lübeck, Lübeck, Germany
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Astrid Müller
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Rudolf Stark
- Department of Psychotherapy and Systems Neuroscience, Justus Liebig University of Giessen, Giessen, Germany
- Bender Institute of Neuroimaging, Justus Liebig University of Giessen, Giessen, Germany
| | - Daniel L. King
- College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia
| | - Anna E. Goudriaan
- Amsterdam University Medical Center, Department of Psychiatry, University of Amsterdam, Amsterdam, The Netherlands
- Arkin Mental Health Care, Amsterdam, The Netherlands
- Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Karl Mann
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Patrick Trotzke
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany
- Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany
| | - Naomi A. Fineberg
- Hertfordshire Partnership University NHS Foundation Trust, Hertfordshire, UK
- Centre for Health Services and Clinical Research, School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK
- School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Samuel R. Chamberlain
- Department of Psychiatry, University of Cambridge, Cambridge, UK
- Cambridge & Peterborough NHS Foundation Trust, Cambridge, UK
| | - Shane W. Kraus
- University of Nevada, Las Vegas, Department of Psychology, Las Vegas, NV, USA
| | - Elisa Wegmann
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany
| | - JoËl Billieux
- Institute of Psychology, University of Lausanne (UNIL), Lausanne, Switzerland
- Centre for Excessive Gambling, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | - Marc N. Potenza
- Departments of Psychiatry, Neuroscience and Child Study, Yale University School of Medicine, New Haven, CT, USA
- Connecticut Council on Problem Gambling, Wethersfield, CT, USA
- Connecticut Mental Health Center, New Haven, CT, USA
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Trotzke P, Starcke K, Müller A, Brand M. Cue-induced craving and symptoms of online-buying-shopping disorder interfere with performance on the Iowa Gambling Task modified with online-shopping cues. Addict Behav 2019; 96:82-88. [PMID: 31060009 DOI: 10.1016/j.addbeh.2019.04.008] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2018] [Revised: 03/14/2019] [Accepted: 04/12/2019] [Indexed: 12/01/2022]
Abstract
BACKGROUND AND AIMS Subjects with buying-shopping disorder (BSD) continue to buy offline as well as online despite negative consequences. Previous studies indicate that subjects with BSD show cue-reactivity and craving when exposed to shopping cues and have problems in long-term advantageous decision-making. The current study aimed at investigating the effect of online-shopping cues on decision-making, and whether addiction-relevant concepts such as cue-reactivity/craving and the symptom severity of BSD are related to decision-making. METHODS A non-clinical sample of 57 participants played a version of the modified Iowa Gambling Task (IGT), with online-shopping-related pictures shown either on the advantageous decks or on the disadvantageous decks (with control pictures on the opposing ones). Symptom severity of online-BSD and the craving to buy were assessed using questionnaires. In addition, the online-shopping pictures were rated concerning arousal, valence, and urge to buy. RESULTS The participants who played the IGT with the online-shopping pictures displayed on the disadvantageous decks performed significantly poorer than the other group with online-shopping pictures on the advantageous decks. The between-group differences were moderated by craving reactions and the symptom severity of online-BSD: When online-shopping pictures were displayed on the disadvantageous decks, this only interfered with IGT performance in participants who had high craving reactions towards shopping cues and/or high symptom severity of online-BSD. CONCLUSION Results indicate that exposure to online-shopping cues interferes with advantageous decision-making, especially in individuals with craving reactions and high symptoms of online-BSD. Results contribute to the question of why some people continue to buy despite negative consequences.
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Affiliation(s)
- Patrick Trotzke
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany; Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany.
| | - Katrin Starcke
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany; University of Popular Arts, Berlin, Germany
| | - Astrid Müller
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Matthias Brand
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Duisburg, Germany; Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany
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Lawrence LM, Elphinstone B. Investigating the Hypothesis That Coping and Nonattachment Mediate Complicated Grief Onto Hoarding. JOURNAL OF LOSS & TRAUMA 2019. [DOI: 10.1080/15325024.2019.1645444] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
| | - Bradley Elphinstone
- Department of Psychological Sciences, Swinburne University of Technology, Melbourne, Australia
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Brand M, Wegmann E, Stark R, Müller A, Wölfling K, Robbins TW, Potenza MN. The Interaction of Person-Affect-Cognition-Execution (I-PACE) model for addictive behaviors: Update, generalization to addictive behaviors beyond internet-use disorders, and specification of the process character of addictive behaviors. Neurosci Biobehav Rev 2019; 104:1-10. [PMID: 31247240 DOI: 10.1016/j.neubiorev.2019.06.032] [Citation(s) in RCA: 759] [Impact Index Per Article: 126.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 06/17/2019] [Accepted: 06/23/2019] [Indexed: 12/24/2022]
Abstract
We propose an updated version of the Interaction of Person-Affect-Cognition-Execution (I-PACE) model, which we argue to be valid for several types of addictive behaviors, such as gambling, gaming, buying-shopping, and compulsive sexual behavior disorders. Based on recent empirical findings and theoretical considerations, we argue that addictive behaviors develop as a consequence of the interactions between predisposing variables, affective and cognitive responses to specific stimuli, and executive functions, such as inhibitory control and decision-making. In the process of addictive behaviors, the associations between cue-reactivity/craving and diminished inhibitory control contribute to the development of habitual behaviors. An imbalance between structures of fronto-striatal circuits, particularly between ventral striatum, amygdala, and dorsolateral prefrontal areas, may be particularly relevant to early stages and the dorsal striatum to later stages of addictive processes. The I-PACE model may provide a theoretical foundation for future studies on addictive behaviors and clinical practice. Future studies should investigate common and unique mechanisms involved in addictive, obsessive-compulsive-related, impulse-control, and substance-use disorders.
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Affiliation(s)
- Matthias Brand
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Germany; Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany.
| | - Elisa Wegmann
- General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Germany
| | - Rudolf Stark
- Department of Psychotherapy and Systems Neuroscience, Justus-Liebig-University of Giessen, Germany; Bender Institute of Neuroimaging, Justus-Liebig-University of Giessen, Germany
| | - Astrid Müller
- Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany
| | - Klaus Wölfling
- Outpatient Clinic for Behavioral Addiction, Department of Psychosomatic Medicine and Psychotherapy, University Medical Center, Johannes Gutenberg University Mainz, Germany
| | - Trevor W Robbins
- Department of Psychology, Behavioural and Clinical Neuroscience Institute, University of Cambridge, UK
| | - Marc N Potenza
- Departments of Psychiatry, Neuroscience and Child Study, Yale University School of Medicine, New Haven, USA; Connecticut Council on Problem Gambling, Wethersfield, USA; Connecticut Mental Health Center, New Haven, USA
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