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Moretta T, Wegmann E. Toward the classification of social media use disorder: Clinical characterization and proposed diagnostic criteria. Addict Behav Rep 2025; 21:100603. [PMID: 40256627 PMCID: PMC12008647 DOI: 10.1016/j.abrep.2025.100603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2025] [Revised: 03/28/2025] [Accepted: 04/02/2025] [Indexed: 04/22/2025] Open
Abstract
Empirical studies and theoretical models highlight that problematic use of social media can lead to significant functional impairments in several domains, such as social, relational, occupational, and psychological functioning, as well as physical health. However, social media use disorder is not currently recognized as an official disorder in major diagnostic systems, limiting comparability among studies, precise prevalence estimation, and ad-hoc preventive and treatment program development. The present work aims to classify social media use disorder as a pathological condition sharing main mechanisms and maladaptive patterns with addictive behaviors. We discuss diagnostic criteria for social media use disorder by integrating peculiar features of this maladaptive behavior with criteria for substance use disorders and behavioral addictions from major diagnostic systems (i.e., DSM-5 and ICD-11). Moreover, we address some controversies related to the classification of social media use disorder as a behavioral addiction and highlight literature findings indicating social media use disorder shares main alterations in mechanisms and processes characterizing addiction (i.e., maladaptive activation of reward systems and impairment of inhibitory control mechanisms). Despite the lack of studies including clinical populations and the need for future research to validate the proposed criteria and refine knowledge of the mechanisms underlying this condition, our work provides a structured framework for classifying and identifying social media use disorder.
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Affiliation(s)
- Tania Moretta
- Institute of Cognitive Sciences and Technologies, National Research Council of Italy, Rome, Italy
- Department of Theoretical and Applied Sciences, eCampus University, Como, Italy
| | - Elisa Wegmann
- Department of General Psychology: Cognition, University of Duisburg-Essen, Forsthausweg 2, 47057 Duisburg, Germany
- Center for Behavioral Addiction Research (CeBAR), Center for Translational Neuro- and Behavioral Sciences (C-TNBS), University Hospital Essen, University of Duisburg-Essen, Essen, Germany
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2
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Stanger C, Anderson MA, Xie H, Nnaka T, Budney AJ, Qian T, Yap JRT, Nahum-Shani I. Momentary mindfulness versus distraction coping messages to reduce cannabis craving among young adults: A microrandomized trial. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2025; 39:200-211. [PMID: 39418443 PMCID: PMC11875986 DOI: 10.1037/adb0001029] [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] [Indexed: 10/19/2024]
Abstract
OBJECTIVE Rates of problematic cannabis use among young adults are high and increasing. Craving for cannabis varies throughout the day and is an important risk factor for cannabis use, yet no studies to date have tested interventions offered at the moment craving is experienced in the natural environment. METHOD This study used an efficient and innovative microrandomized trial design to test two distinct types of coping messages (mindfulness strategy vs. distraction strategy) offering brief coping strategies when moderate to severe craving was reported via ecological momentary assessment (EMA). RESULTS Young adults who regularly use cannabis (N = 53) were readily engaged in this 4-week intervention, and EMA completion was high throughout, demonstrating excellent feasibility of this approach. However, results indicated that coping messages did not reduce craving at the next EMA relative to control (thank you) messages, with no significant change in efficacy over time. Furthermore, exploratory analyses found that neither mindfulness nor distraction resulted in reduced craving relative to the control message. CONCLUSIONS Despite this outcome, this method of testing digital interventions targeting momentary risks for substance use such as craving holds promise for rapidly and efficiently screening a wide variety of intervention strategies for inclusion in future just-in-time adaptive interventions. (PsycInfo Database Record (c) 2025 APA, all rights reserved).
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Affiliation(s)
- Catherine Stanger
- Center for Technology and Behavioral Health, Geisel Schol of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Molly A.B. Anderson
- Center for Technology and Behavioral Health, Geisel Schol of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Haiyi Xie
- Center for Technology and Behavioral Health, Geisel Schol of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Tonychris Nnaka
- Center for Technology and Behavioral Health, Geisel Schol of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Alan J. Budney
- Center for Technology and Behavioral Health, Geisel Schol of Medicine, Dartmouth College, Lebanon, NH, United States
| | - Tianchen Qian
- Department of Statistics, University of California Irvine, Irvine, CA 92617
| | - Jamie R T. Yap
- Institute for Social Research, University of Michigan, Ann Arbor MI 48106
| | - Inbal Nahum-Shani
- Institute for Social Research, University of Michigan, Ann Arbor MI 48106
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Greydanus DE, Nazeer A, Patel DR. Opioid use and abuse in adolescents and young adults; dealing with science, laws and ethics: Charming the COBRAS. Dis Mon 2025; 71:101853. [PMID: 39809600 DOI: 10.1016/j.disamonth.2025.101853] [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] [Indexed: 01/16/2025]
Abstract
The subject of substance use disorders in the pediatric population remains a disturbing conundrum for clinicians, researchers and society in general. Many of our youth are at risk of being damaged and even killed by drug addictions that result from the collision of rapidly developing as well as vulnerable central nervous systems encountering the current global drug addiction crisis. A major motif of this chemical calamity is opioid use disorder in adolescents and young adults that was stimulated by the 19th century identification of such highly addictive drugs as morphine, heroin and a non-opiate, cocaine. This analysis focuses on the pervasive presence of opioid drugs such as heroin and fentanyl that has become a major tragedy in the 21st century arising from an overall substance use and misuse phenomenon rampant in global society. Themes covered in this article include the history of addictive drugs in humans, diagnostic terms in use, the role of neurobiology in drug addiction, and current psychopharmacologic approaches to opioid overdose as well as addiction. Our youth are continuously confronted by dangers of high-risk behaviors including death and injury from opioid use disorders due to their central nervous system neuroplasticity as well as the widespread availability of these harmful chemicals. Healthcare professionals should actively assist our youth who unknowingly and even innocently encounter this deadly menace in the 21st century.
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Affiliation(s)
- Donald E Greydanus
- Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, United States.
| | - Ahsan Nazeer
- Division of Child and Adolescent Psychiatry, Sidra Medicine/Weill Cornell Medicine, Doha, Qatar
| | - Dilip R Patel
- Department of Pediatric and Adolescent Medicine, Western Michigan University, Homer Stryker M.D. School of Medicine, Kalamazoo, MI, USA
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Ince C, Albertella L, Liu C, Tiego J, Fontenelle LF, Chamberlain SR, Yücel M, Rotaru K. Problematic pornography use and novel patterns of escalating use: A cross-sectional network analysis with two independent samples. Addict Behav 2024; 156:108048. [PMID: 38761685 PMCID: PMC7616041 DOI: 10.1016/j.addbeh.2024.108048] [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: 12/07/2023] [Revised: 04/09/2024] [Accepted: 04/30/2024] [Indexed: 05/20/2024]
Abstract
Modern internet pornography allows users to harness sexual novelty in numerous ways, which can be used to overcome desensitisation through increasing volume of use (quantitative tolerance), progressing to more stimulating genres (qualitative escalation), skipping between stimuli (tab-jumping), delaying orgasm ('edging'), and engaging in pornographic binges. However, existing research has not yet evaluated how these potentially reciprocal consumption patterns relate to problematic pornography use (PPU). To this end, we recruited two independent samples of male pornography users (N1 = 1,356, Mage = 36.86, SD = 11.26; N2 = 944, Mage = 38.69, SD = 12.26) and examined the relationships between these behavioural dimensions and self-reported difficulties in controlling one's pornography use. Data were analysed through the network analysis approach (using Gaussian graphical models). As hypothesised, i) quantitative tolerance was centrally placed within the overall network, and ii) acted as a statistical bridge node between other patterns of pornography use (e.g., pornographic binges), and all measured facets of PPU. Our results are consistent with other emerging literature suggesting that tolerance, pornographic binges, tab-jumping, and edging behaviours as relevant features ofPPU, and that upscaling overall usage may connect broader patterns of use with problematic engagement. Clinical and theoretical implications, as well as future research directions, are discussed.
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Affiliation(s)
- Campbell Ince
- School of Psychological Sciences, Monash University, Australia; Brain Park, Turner Institute for Brain and Mental Health, Monash University, Australia.
| | - Lucy Albertella
- School of Psychological Sciences, Monash University, Australia; Brain Park, Turner Institute for Brain and Mental Health, Monash University, Australia
| | - Chang Liu
- School of Psychological Sciences, Monash University, Australia; Brain Park, Turner Institute for Brain and Mental Health, Monash University, Australia
| | - Jeggan Tiego
- School of Psychological Sciences, Monash University, Australia; Brain Park, Turner Institute for Brain and Mental Health, Monash University, Australia; Monash Biomedical Imaging, Monash University, 770 Blackburn Rd, Clayton, VIC 3800, Australia
| | - Leonardo F Fontenelle
- Brain Park, Turner Institute for Brain and Mental Health, Monash University, Australia; Institute of Psychiatry, Federal University of Rio de Janeiro, Brazil; D'Or Institute for Research and Education (IDOR), Brazil
| | - Samuel R Chamberlain
- Department of Psychiatry, Faculty of Medicine, University of Southampton, UK; Southern Health NHS Foundation Trust, Southampton, UK
| | - Murat Yücel
- School of Psychological Sciences, Monash University, Australia; Brain Park, Turner Institute for Brain and Mental Health, Monash University, Australia; QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | - Kristian Rotaru
- School of Psychological Sciences, Monash University, Australia; Brain Park, Turner Institute for Brain and Mental Health, Monash University, Australia; Monash Business School, Monash University, Australia
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Wahab S, Azmi AD, Thind A, Ismail Zulkarnain NFA, Mohammad Azhar MAA. An Adaptation and Validation of Cocaine Craving Questionnaire for Malaysians Who Use Amphetamine-Type Stimulants. Psychol Res Behav Manag 2024; 17:2287-2295. [PMID: 38860192 PMCID: PMC11162960 DOI: 10.2147/prbm.s454622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 05/01/2024] [Indexed: 06/12/2024] Open
Abstract
Introduction Cases of amphetamine-type stimulants (ATS) use have been increasing over the past decade. Cravings are considered a causal factor for recurrent relapses in ATS use cases. The absence of questionnaires measuring cravings for ATS in the local population necessitates the creation of one, especially considering the rising number of cases. Objective This study aimed to adapt and validate the Cocaine Cravings Questionnaire into a questionnaire suitable for measuring cravings for ATS in the local population. Methodology The original questionnaire was adapted by substituting "cocaine" with "ATS". The process involved a back-to-back translation, followed by a round of face and content validation. The participants included people who use drugs (PWUD) with a history of ATS use recruited from rehabilitation centers in Malaysia. A set of questionnaires consisting of demographic items and the adapted ATS Cravings Questionnaire (ATS-CQ) were given. Results This cross-sectional study recruited a total of 205 PWUD, mostly single men, with a mean age of 33.32 (s.d.=13.14). The mean age of ATS initiation was 22.89 (s.d.=9.39), with a median duration of ATS use of 60 months (IQR=24.00, 120.00). The adapted questionnaire received a good score for content validation. Unlike the original, this adapted version was found to have only three factors showing good internal consistency, ranging from 0.707 to 0.918 for all three factors. Test-retest reliability also showed good results, with an interclass correlation coefficient of 0.875 (95% CI=0.835, 0.905). Conclusion The translated ATS-CQ has been finalized and deemed valid and reliable for use among Malaysian substance users to measure ATS cravings.
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Affiliation(s)
- Suzaily Wahab
- Department of Psychiatry, Universiti Kebangsaan Malaysia Medical Centre, Cheras, Kuala Lumpur, Malaysia
| | - Amirul Danial Azmi
- Department of Psychiatry, Universiti Kebangsaan Malaysia Medical Centre, Cheras, Kuala Lumpur, Malaysia
| | - Ashwin Thind
- PENGASIH Kuala Lumpur (Main HQ), PENGASIH Malaysia Association, Kuala Lumpur, Wilayah Persekutuan Kuala Lumpur, Malaysia
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Bout A, Aarab C, Aalouane R. Moroccan version of the short Tobacco Craving Questionnaire (MTCQ-12). L'ENCEPHALE 2024; 50:296-299. [PMID: 37718202 DOI: 10.1016/j.encep.2023.07.002] [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: 01/25/2023] [Revised: 07/02/2023] [Accepted: 07/04/2023] [Indexed: 09/19/2023]
Abstract
INTRODUCTION Craving is a key clinical dimension in the assessment and management of substance use disorders. It is also a recognized predictor of relapse in addictology. To date, no scale for measuring tobacco craving is available to Moroccan clinicians. This work proposes a cross-cultural validation of the Tobacco Craving Questionnaire (TCQ) in its short version. METHODS This work consists of the creation of a translated version according to a rigorous methodology and the evaluation of its psychometric properties in a statistical study. RESULTS The validation study was done on a sample of 130 smokers with a majority of men (95%). It showed a high acceptability and homogeneity with a Cronbach's alpha coefficient of 0.82. The four scale factors showed a high discriminant validity. Finally, the scale showed high reproducibility with an inter-observer stability of 0.95 and 0.94 between tests and retests. CONCLUSION The Moroccan version of the TCQ-12 scale shows good validity indices for measuring craving in Moroccan smokers and also shows that it measures independently the four clinical dimensions of the scale.
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Affiliation(s)
- Amine Bout
- CHU Hassan II, université Sidi-Mohammed Ben-Abdellah, 30000 Fès, Morocco.
| | - Chadya Aarab
- CHU Hassan II, université Sidi-Mohammed Ben-Abdellah, 30000 Fès, Morocco
| | - Rachid Aalouane
- CHU Hassan II, université Sidi-Mohammed Ben-Abdellah, 30000 Fès, Morocco
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Boness CL, Carlos Gonzalez J, Sleep C, Venner KL, Witkiewitz K. Evidence-Based Assessment of Substance Use Disorder. Assessment 2024; 31:168-190. [PMID: 37322848 PMCID: PMC11059671 DOI: 10.1177/10731911231177252] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
The current review describes updated information on the evidence-based assessment of substance use disorder. We offer an overview of the state of the science for substance-related assessment targets, instruments (screening, diagnosis, outcome and treatment monitoring, and psychosocial functioning and wellbeing) and processes (relational and technical) as well as recommendations for each of these three components. We encourage assessors to reflect on their own biases, beliefs, and values, including how those relate to people that use substances, and to view the individual as a whole person. It is important to consider a person's profile of symptoms and functioning inclusive of strengths, comorbidities, and social and cultural determinants. Collaborating with the patient to select the assessment target that best fits their goals and integration of assessment information in a holistic manner is critical. We conclude by providing recommendations for assessment targets, instruments, and processes as well as recommendations for comprehensive substance use disorder assessment, and describe future directions for research.
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Affiliation(s)
- Cassandra L Boness
- University of New Mexico, Center on Alcohol, Substance use, And Addictions, Albuquerque, NM, USA
| | | | - Chelsea Sleep
- Cincinnati VA Medical Center, OH, USA
- University of Cincinnati, OH, USA
| | - Kamilla L Venner
- University of New Mexico, Center on Alcohol, Substance use, And Addictions, Albuquerque, NM, USA
| | - Katie Witkiewitz
- University of New Mexico, Center on Alcohol, Substance use, And Addictions, Albuquerque, NM, USA
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Weber A, Shevchenko Y, Gerhardt S, Hoffmann S, Kiefer F, Vollstädt-Klein S. Effectiveness of Reducing Craving in Alcohol Use Disorder Using a Serious Game (SALIENCE): Randomized Controlled Trial. JMIR Form Res 2023; 7:e42194. [PMID: 37934561 PMCID: PMC10664013 DOI: 10.2196/42194] [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: 08/25/2022] [Revised: 01/23/2023] [Accepted: 09/28/2023] [Indexed: 11/08/2023] Open
Abstract
BACKGROUND Alcohol use disorder (AUD) has become a major global health problem. Therapy for this condition is still a great challenge. Recently, it has become increasingly evident that computer-based training is a valuable addition to the treatment of addictive disorders. OBJECTIVE This study aims to evaluate the web-based serious game SALIENCE (Stop Alcohol in Everyday Life-New Choices and Evaluations) as an add-on therapy for AUD. It combines the cue-exposure therapy approach with elements of decision-making training, enhanced by interactive panoramic images. The effects of SALIENCE training on levels of craving, attention, and cognitive bias are investigated. METHODS In a randomized controlled trial, 62 participants with AUD undergoing 3 weeks of an extended alcohol detoxification program were randomly allocated to an intervention and a control group. A total of 49 individuals (mean age 44.04 y; 17/49, 35% female) completed all sessions and were included in the analysis. Only pretreatment data were available from the other 13 patients. Participants answered questionnaires related to alcohol consumption and craving and completed neuropsychological tasks at the beginning of the study and 2 weeks later to evaluate levels of attention and cognitive biases. During the 2-week period, 27 of the participants additionally performed the SALIENCE training for 30 minutes 3 times a week, for a total of 6 sessions. RESULTS We observed a significant decrease in craving in both groups: the control group (mean 15.59, SD 8.02 on the first examination day vs mean 13.18, SD 8.38 on the second examination day) and the intervention group (mean 15.19, SD 6.71 on the first examination day vs mean 13.30, SD 8.47 on the second examination day; F1,47=4.31; P=.04), whereas the interaction effect was not statistically significant (F1,47=0.06; P=.80). Results of the multiple linear regression controlling for individual differences between participants indicated a significantly greater decrease in craving (β=4.12; t36=2.34; P=.03) with the SALIENCE intervention. Participants with lower drinking in negative situations reduced their craving (β=.38; t36=3.01; P=.005) more than people with higher drinking in negative situations. CONCLUSIONS The general effectiveness of SALIENCE training as an add-on therapy in reducing alcohol craving was not confirmed. Nevertheless, taking into account individual differences (gender, duration of dependence, stress, anxiety, and drinking behavior in different situations), it was shown that SALIENCE training resulted in a larger reduction in craving than without. Notably, individuals who rarely consume alcohol due to negative affect profited the most from SALIENCE training. In addition to the beneficial effect of SALIENCE training, these findings highlight the relevance of individualized therapy for AUD, adapted to personal circumstances such as drinking motivation. TRIAL REGISTRATION ClinicalTrials.gov NCT03765476; https://clinicaltrials.gov/show/NCT03765476.
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Affiliation(s)
- Antonia Weber
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Yury Shevchenko
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Research Methods, Assessment, and iScience, Department of Psychology, University of Konstanz, Konstanz, Germany
| | - Sarah Gerhardt
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Sabine Hoffmann
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Falk Kiefer
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Mannheim Center for Translational Neurosciences (MCTN), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
- Feuerlein Center on Translational Addiction Medicine, Heidelberg University, Heidelberg, Germany
| | - Sabine Vollstädt-Klein
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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Brandtner A, Wegmann E. The fear in desire: linking desire thinking and fear of missing out in the social media context. BMC Psychol 2023; 11:176. [PMID: 37270492 DOI: 10.1186/s40359-023-01216-0] [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: 10/08/2022] [Accepted: 05/18/2023] [Indexed: 06/05/2023] Open
Abstract
According to the Elaborated Intrusion Theory of Desire, desire thinking and an associated deficit are fundamental factors to the emergence of craving. In the special case of problematic social networking sites (SNS) use, this experienced deficit could be constituted of an online-specific fear of missing out (FoMO). To test the interaction of these cognitions and their influence on problematic SNS use, we tested a serial mediation model on a sample of N = 193 individuals who use SNS (73% female, Mage = 28.3, SD = 9.29). We found that desire thinking predicted FoMO and both variables were only significant predictors of problematic SNS use when considered in interplay with craving. Ad hoc analyses revealed that the verbal subcomponent of desire thinking is more strongly associated with FoMO than imaginal prefiguration. Our results highlight that neither desire thinking nor FoMO are inherently dysfunctional but become problematic when they increase craving for potentially problematic SNS use.
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Affiliation(s)
- Annika Brandtner
- Department of General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Forsthausweg 2, LE220, 47057, Duisburg, Germany.
| | - Elisa Wegmann
- Department of General Psychology: Cognition and Center for Behavioral Addiction Research (CeBAR), University of Duisburg-Essen, Forsthausweg 2, LE220, 47057, Duisburg, Germany
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Peterson-Sockwell H, Veach LJ, Simpson SL, Fanning J, Laurienti PJ, Gauvin L. Desire and craving measured using behavioral ratings and brain network topology differ significantly among moderate to heavy alcohol consumers. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2023; 47:893-907. [PMID: 36997344 PMCID: PMC11781277 DOI: 10.1111/acer.15066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 03/13/2023] [Accepted: 03/22/2023] [Indexed: 04/01/2023]
Abstract
BACKGROUND "Craving" is a central concept in alcohol research, but the semantic interpretation of craving as a concept varies. Multiple studies that have investigated differences in operational definitions of craving have demonstrated a lack of agreement among them. This study investigated whether moderate to heavy drinkers would rate craving and "desire" for alcohol similarly and explored potential neurobiological differences underpinning feelings of craving and desire. METHODS Thirty-nine individuals who consumed an average of at least 7 drinks/week for females and 14 drinks/week for males were studied across 3-day periods of their typical alcohol consumption and imposed abstinence. Ratings of desire and craving for alcohol were collected approximately every three hours during waking periods across the two experimental periods (n = 35, 17 males). At the end of each period, participants underwent functional MRI scanning during neutral and alcohol image viewing (n = 39, 17 males) followed by ratings of desire and craving for alcohol (n = 32, 16 males). Survey responses were analyzed using 2-level nested hierarchical modeling, image ratings were compared using a hierarchical mixed-effects regression, and brain networks constructed from fMRI data were assessed with a two-part mixed-effect regression (α = 0.05 in all analyses). RESULTS Ratings of desire and craving differed significantly from one another in the survey data and in the ratings collected during image viewing. The strength of the desire experience was higher overall than craving, but the fluctuations over time were similar. Results for desire and craving differed on brain network attributes associated with distributed processing and those regional specific within the default mode network. Significant associations were found between ratings of desire and connection strength and between ratings of craving and connection probability. CONCLUSIONS These results demonstrate that the difference between ratings of craving for alcohol and desire for alcohol is not trivial. The different ratings and their association with alcohol consumption or abstinence experiences may have significant biological and clinical implications.
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Affiliation(s)
- Hope Peterson-Sockwell
- Laboratory for Complex Brain Networks, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, North Carolina 27157, USA
- Neuroscience Graduate Program, Wake Forest University School of Medicine, 525 Vine St #150, Winston-Salem, North Carolina 27101, USA
| | - Laura J. Veach
- Department of Trauma Surgery, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, North Carolina 27157, USA
- Department of Psychiatry and Behavioral Medicine, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, North Carolina 27157, USA
| | - Sean L. Simpson
- Laboratory for Complex Brain Networks, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, North Carolina 27157, USA
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, North Carolina 27157, USA
| | - Jason Fanning
- Department of Health and Exercise Science, Wake Forest University, 1834 Wake Forest Rd, Winston-Salem, North Carolina 27106, USA
| | - Paul J. Laurienti
- Laboratory for Complex Brain Networks, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, North Carolina 27157, USA
- Department of Radiology, Wake Forest University School of Medicine, Medical Center Blvd, Winston-Salem, North Carolina 27157, USA
| | - Lise Gauvin
- Department of Social and Preventive Medicine, School of Public Health, Université de Montréal, P.O. Box 6128, Downtown Station, Montréal, H3C 3J5, Canada
- Health Innovation and Evaluation Hub, Centre de recherche du CHUM, 850 rue Saint-Denis, S01-118, Montreal, H2X 0A9, Canada
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11
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Gauld C, Baillet E, Micoulaud-Franchi JA, Kervran C, Serre F, Auriacombe M. The centrality of craving in network analysis of five substance use disorders. Drug Alcohol Depend 2023; 245:109828. [PMID: 36868091 DOI: 10.1016/j.drugalcdep.2023.109828] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 01/26/2023] [Accepted: 02/22/2023] [Indexed: 02/27/2023]
Abstract
BACKGROUND AND AIMS Among the 11 current diagnostic criteria, craving is a potential central marker for understanding and for treatment of Substance Use Disorders (SUD). Our objective was to explore craving centrality across SUD based on the study of symptom interactions in cross-sectional network analyses of DSM-5 SUD diagnostic criteria. We hypothesized the centrality of "Craving" in SUD across substance types. DESIGN Participants from the ADDICTAQUI clinical cohort with regular use (2 times per week threshold for a substance) and at least one DSM-5 SUD. SETTING Outpatient substance use treatment services in Bordeaux, France. PARTICIPANTS The sample of 1359 participants, had a mean age of 39 years old and 67% were males. The prevalence of SUD over the time course of the study was: 93% for alcohol, 98% for opioids, 94% for cocaine, 94% for cannabis and 91% tobacco. MEASUREMENTS Construction of a Symptom Network Model conducted on the DSM-5 SUD criteria evaluated over the past 12 months for Alcohol-, Cocaine-, Tobacco-, Opioid- and Cannabis Use disorder. FINDINGS The only symptom that consistently remained in terms of centrality was "Craving" [3.96 - 6.17] (z-scores), indicating that it exhibits a high degree of connections in the entire symptom network regardless of the substance. CONCLUSION Identifying craving as central in SUD symptoms network confirms the role of craving as a marker of addiction. This constitutes a major avenue in the understanding of the mechanisms of addiction, with implications to ameliorate diagnostic validity and clarify treatment targets.
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Affiliation(s)
- Christophe Gauld
- Department of Child Psychiatry, CHU de Lyon, F-69000 Lyon, France; Institut des Sciences Cognitives Marc Jeannerod, UMR 5229 CNRS & Université Claude Bernard Lyon 1, F-69000 Lyon, France
| | - Emmanuelle Baillet
- University of Bordeaux, F-33076 Bordeaux, France; SANPSY, CNRS, UMR 6033, F-33076 Bordeaux, France; Pôle Interétablissement d'Addictologie, CH Ch. Perrens and CHU de Bordeaux, F-33076 Bordeaux, France
| | - Jean-Arthur Micoulaud-Franchi
- University of Bordeaux, F-33076 Bordeaux, France; SANPSY, CNRS, UMR 6033, F-33076 Bordeaux, France; University Sleep Clinic, University Hospital of Bordeaux (CHU Bordeaux), Place Amélie Raba-Leon, F-33076 Bordeaux, France
| | - Charlotte Kervran
- University of Bordeaux, F-33076 Bordeaux, France; I-prev, MéRISP/PHARES, CIC 1401, Inserm U1219, Bordeaux Population Health Research Center (BPH), F-33076 Bordeaux, France
| | - Fuschia Serre
- University of Bordeaux, F-33076 Bordeaux, France; SANPSY, CNRS, UMR 6033, F-33076 Bordeaux, France; Pôle Interétablissement d'Addictologie, CH Ch. Perrens and CHU de Bordeaux, F-33076 Bordeaux, France
| | - Marc Auriacombe
- University of Bordeaux, F-33076 Bordeaux, France; SANPSY, CNRS, UMR 6033, F-33076 Bordeaux, France; Pôle Interétablissement d'Addictologie, CH Ch. Perrens and CHU de Bordeaux, F-33076 Bordeaux, France.
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Fink DS, Shmulewitz D, Mannes ZL, Stohl M, Livne O, Wall M, Hasin DS. Construct validity of DSM-5 cannabis use disorder diagnosis and severity levels in adults with problematic substance use. J Psychiatr Res 2022; 155:387-394. [PMID: 36182768 PMCID: PMC9590423 DOI: 10.1016/j.jpsychires.2022.09.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 09/02/2022] [Accepted: 09/16/2022] [Indexed: 10/31/2022]
Abstract
The DSM-5 definition of cannabis use disorder (CUD) differs from DSM-IV by combining abuse and dependence criteria (without the legal criterion) and including withdrawal and craving criteria. Information on construct validity of the DSM-5 CUD diagnosis and severity levels is lacking. This study examines the associations between DSM-5 CUD and severity classification and a set of concurrent validators. Adults with problematic substance use were recruited from two settings: a research setting in an urban medical center and a suburban inpatient addiction treatment program. Participants who reported past-year cannabis use (n = 392) were included in this study and completed a semi-structured, clinician-administered diagnostic interview. Regression models estimated the associations between binary DSM-5 CUD and severity levels with a set of validators, including cannabis use variables, psychopathology, and functional impairment. DSM-5 CUD and all severity levels were associated with cannabis use validators, including number of days used, self-reporting that cannabis use was a major problem, and greater cannabis craving. DSM-5 CUD and severe CUD were associated with other psychiatric disorders and social impairment. Findings add information about the validity of DSM-5 CUD diagnosis and severity levels, with severe CUD receiving the strongest support from its association with validators across all domains, as distinct from the mild and moderate CUD measures that were associated with cannabis-specific validators alone. Severe CUD is likely to require more intensive treatment to bolster physical, psychiatric, and social functioning, whereas the mild and moderate severity thresholds provide useful information for identifying less severe disorders for prevention and brief intervention.
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Affiliation(s)
- David S Fink
- New York State Psychiatric Institute, New York, NY, USA
| | - Dvora Shmulewitz
- New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA
| | - Zachary L Mannes
- New York State Psychiatric Institute, New York, NY, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Malka Stohl
- New York State Psychiatric Institute, New York, NY, USA
| | - Ofir Livne
- New York State Psychiatric Institute, New York, NY, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Melanie Wall
- New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA; Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Deborah S Hasin
- New York State Psychiatric Institute, New York, NY, USA; Department of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA; Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA.
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Validity of the DSM-5 tobacco use disorder diagnostics in adults with problematic substance use. Drug Alcohol Depend 2022; 234:109411. [PMID: 35338898 PMCID: PMC9035622 DOI: 10.1016/j.drugalcdep.2022.109411] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 03/10/2022] [Accepted: 03/11/2022] [Indexed: 11/23/2022]
Abstract
BACKGROUND DSM-5 tobacco use disorder (TUD) nosology differs from DSM-IV nicotine dependence (ND) by including craving and DSM-IV abuse criteria, a lower threshold (≥ 2 criteria), and severity levels (mild; moderate; severe). We assessed concurrent and prospective validity of the DSM-5 TUD diagnosis and severity and compared validity with DSM-IV ND diagnosis. METHODS The sample included U.S. adults with current problematic substance use and past year cigarette smoking (N = 396). Baseline assessment collected information on DSM-IV ND and DSM-5 TUD criteria, smoking-related variables, and psychopathology. Over the following 90 days, electronic daily assessments queried smoking and cigarette craving. Variables expected to be related to TUD were validators: cigarette consumption, cigarette craving scale, Fagerström Test for Nicotine Dependence, and psychiatric disorders. Regression models estimated the association of each validator with DSM-5 TUD and severity levels, and differential association between DSM-5 TUD and DSM-IV ND diagnoses. RESULTS DSM-5 TUD and DSM-IV ND were associated with most baseline validators (p-values < 0.05), with significantly stronger associations with DSM-5 TUD for number of days smoked (p = 0.023) and cigarette craving scale (p = 0.007). Baseline DSM-5 TUD and DSM-IV ND predicted smoking and craving on any given day during follow-up, with stronger associations for DSM-5 TUD (association difference [95% CI%]: any smoking, 0.53 [0.27, 0.77]; number of cigarettes smoked, 1.36 [0.89, 1.78]; craving scale, 0.19 [0.09, 0.28]). Validators were associated with TUD severity in a dose-dependent manner. CONCLUSION DSM-5 TUD diagnostic measures as operationalized here demonstrated concurrent and prospective validity. Inclusion of new criteria, particularly craving, improved validity and clinical relevance.
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