European Addiction Research
Rosenkranz M.a· O'Donnell A.b· Martens M.-S.a· Zurhold H.a· Degkwitz P.a· Liebregts N.c· Barták M.d· Rowicka M.e· Verthein U.aaDepartment of Psychiatry, Centre for Interdisciplinary Addiction Research of Hamburg University (ZIS), University Medical Centre Hamburg-Eppendorf, Hamburg, Germany
bPopulation Health Sciences Institute, Faculty of Medical Science, Newcastle University, Newcastle, UK
cResearch and Documentation Centre (WODC), Ministry of Justice and Security, The Hague, The Netherlands
dDepartment of Addictology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czechia
eAcademy of Special Education, Institute of Applied Psychology, Maria Grzegorzewska University, Warsaw, Poland
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Article / Publication Details
Received: September 08, 2022
Accepted: February 24, 2023
Published online: April 25, 2023
Number of Print Pages: 12
Number of Figures: 0
Number of Tables: 5
ISSN: 1022-6877 (Print)
eISSN: 1421-9891 (Online)
For additional information: https://www.karger.com/EAR
AbstractIntroduction: Amphetamine-type stimulants (ATSs) are the second most commonly consumed class of illicit drugs globally, but there is limited understanding of the precise factors associated with problematic versus controlled ATS consumption. This exploratory study aimed to identify which individual, social, and environmental factors are associated with different patterns of ATS use over time. Methods: Cross-sectional surveys were conducted in Germany, England, The Netherlands, Poland, and the Czech Republic via face-to-face computer-assisted personal interviews to collect data on different user groups. 1,458 adults (18+) reported exposure to but no ATS use (n = 339); former rare/moderate ATS use (n = 242); current rare/moderate ATS use (n = 273); former frequent/dependent ATS use (n = 201); current frequent/dependent ATS use (n = 403). Extent of ATS/other substance use was assessed by number of consumption days (lifetime, past year, past month) and Severity of Dependence Scale. To identify factors associated with group membership, data were also collected on previous injecting drug use (IDU) and consumption setting/rules. Psychological distress was measured using the Brief Symptom Inventory, with additional data collected on self-reported adverse life events and physical/mental health. Results: Currently, using frequent/dependent ATS users experienced more frequent unstable living conditions (27.5%) and psychological distress (59.8%) compared to other groups. A multinomial logistic regression showed that currently abstinent rare/moderate users were more likely to abstain from methamphetamine use and from IDU (OR = 6.33 [CI = 2.21–18.14]), to avoid ATS use during working hours (OR = 6.67 [CI = 3.85–11.11]), and not to use ATS for coping reasons (OR = 4.55 [CI = 2.50–6.67]) compared to the reference group of currently using frequent/dependent users. Conclusions: People who use ATS frequently and/or at dependent levels are more likely to have experienced social and economic adversity compared to infrequent ATS users. On the other hand, there is a substantial share of users, which show a controlled use pattern and are able to integrate ATS use into their lives without severe consequences.
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References European Monitoring Centre for Drugs and Drug Addiction. European drug report 2019. Luxembourg: Publications Office of the European Union; 2019. United Nations Office on Drugs and Crime. World drug report 2018. Vienna: UNODC; 2018. United Nations Office on Drugs and Crime. World drug report 2020. Booklet 2: drug use and health consequences. Vienna: UNODC; 2020. Farrell M, Martin NK, Stockings E, Bórquez A, Cepeda JA, Degenhardt L, et al. Responding to global stimulant use: challenges and opportunities. Lancet. 2019;394(10209):1652–67. European Monitoring Centre for Drugs And Drug Addiction. European Drug Report 2019: Trends and developments. Luxembourg: European Monitoring Centre for Drugs and Drug Addiction; 2019. Degenhardt L, Hall W. Extent of illicit drug use and dependence, and their contribution to the global burden of disease. Lancet. 2012;379(9810):55–70. Degenhardt L, Charlson F, Ferrari A, Santomauro D, Erskine H, Mantilla-Herrara A, et al. The global burden of disease attributable to alcohol and drug use in 195 countries and territories, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet Psychiat. 2018;5(12):987–1012. Best D, Gross S, Vingoe L, Witton J, Strang J. Dangerousness of drugs: a guide to the risks and harms associated with substance use 2003. Minozzi S, Saulle R, De Crescenzo F, Amato L. Psychosocial interventions for psychostimulant misuse. Cochrane Database Syst Rev. 2016;9(9):CD011866. O’Donnell A, Addison M, Spencer L, Zurhold H, Rosenkranz M, McGovern R, et al. Which individual, social and environmental influences shape key phases in the amphetamine type stimulant use trajectory? A systematic narrative review and thematic synthesis of the qualitative literature. Addiction. 2018. Smirnov A, Najman JM, Hayatbakhsh R, Wells H, Legosz M, Kemp R. Young adults’ recreational social environment as a predictor of ecstasy use initiation: findings of a population-based prospective study. Addiction. 2013;108(10):1809–17. Kerley KR, Copes H, Griffin OH. Middle-class motives for non-medical prescription stimulant use among college students. Deviant Behav. 2015;36(7):589–603. Sheridan J, Butler R, Wheeler A. Initiation into methamphetamine use: qualitative findings from an exploration of first time use among a group of New Zealand users. J Psychoactive Drugs. 2009;41(1):11–7. Levy KB, O’Grady KE, Wish ED, Arria AM. An in-depth qualitative examination of the ecstasy experience: results of a focus group with ecstasy-using college students. Subst Use Misuse. 2005;40(9–10):1427–41. Boeri MW, Harbry L, Gibson D. A qualitative exploration of trajectories among suburban users of methamphetamine. J Ethnogr Qual Res. 2009;3(3):139–51. Boeri MW, Sterk CE, Elifson KW. Baby boomer drug users: career phases, social control, and social learning theory. Sociological Inq. 2006;76(2):264–91. Boshears P, Boeri M, Harbry L. Addiction and sociality: perspectives from methamphetamine users in suburban USA. Addict Res Theor. 2011;19(4):289–301. Wu P, Liu X, Fan B. Factors associated with initiation of ecstasy use among US adolescents: findings from a national survey. Drug Alcohol Depend. 2010;106(2–3):193–8. Halkitis PN, Mukherjee PP, Palamar JJ. Multi-level modeling to explain methamphetamine use among gay and bisexual men. Addiction. 2007;102(Suppl 1):76–83. Fast D, Small W, Wood E, Kerr T. Coming “down here”: young people’s reflections on becoming entrenched in a local drug scene. Soc Sci Med. 2009;69(8):1204–10. O'Brien AM, Brecht M-L, Casey C. Narratives of methamphetamine abuse: a qualitative exploration of social, psychological, and emotional experiences. J Soc Work Pract Addict. 2008;8(3):343–66. Herbeck DM, Brecht ML, Christou D, Lovinger K. A qualitative study of methamphetamine users’ perspectives on barriers and facilitators of drug abstinence. J Psychoactive Drugs. 2014;46(3):215–25. Quinn B, Stoove M, Dietze P. One-year changes in methamphetamine use, dependence and remission in a community-recruited cohort. J Substance Use. 2015:1–8. German D, Sherman SG, Sirirojn B, Thomson N, Aramrattana A, Celentano DD. Motivations for methamphetamine cessation among young people in northern Thailand. Addiction. 2006;101(8):1143–52. Green R. “I wonder what age you grow out of it?”: negotiation of recreational drug use and the transition to adulthood among an Australian ethnographic sample. Drugs Educ Prev Pol. 2016;23(3):202–11. Lasco G. Pampagilas: methamphetamine in the everyday economic lives of underclass male youths in a Philippine port. Int J Drug Pol. 2014;25(4):783–8. Hser YI, Longshore D, Anglin MD. The life course perspective on drug use: a conceptual framework for understanding drug use trajectories. Eval Rev. 2007;31(6):515–47. Addison M, Kaner E, Spencer L, McGovern W, McGovern R, Gilvarry E, et al. Exploring pathways into and out of amphetamine type stimulant use at critical turning points: a qualitative interview study. Health Sociol Rev. 2020;30(2):111–26. Engel GL. The need for a new medical model: a challenge for biomedicine. Science. 1977;196(4286):129–36. Rosenkranz M, O’Donnell A, Verthein U, Zurhold H, Addison M, Liebregts N, et al. Understanding pathways to stimulant use: a mixed-methods examination of the individual, social and cultural factors shaping illicit stimulant use across Europe (ATTUNE): study protocol. BMJ Open. 2019;9(8):e029476. Etikan I, Musa S, Alkassim RS. Comparison of convenience sampling and purposive sampling. Am J Theor Appl Stat. 2016;5(1):1–4. Shaghaghi A, Bhopal RS, Sheikh A. Approaches to recruiting “hard-to-reach” populations into research: a review of the literature. Health Promot Perspect. 2011;1(2):86–94. UNESCO. International Standard classification of education ISCED); 2011. Beste J, Bethmann A, Gundert S. Social structure and living conditions: material and social situation of unemployment benefit recipients. Nuremberg; 2014. Diener E, Emmons RA, Larsen RJ, Griffin S. The satisfaction with life scale. J Pers Assess. 1985;49(1):71–5. Bush K, Kivlahan DR, McDonell MB, Fihn SD, Bradley KA. The AUDIT alcohol consumption questions (AUDIT-C): an effective brief screening test for problem drinking. Ambulatory Care Quality Improvement Project (ACQUIP). Alcohol Use Disorders Identification Test. Arch Intern Med. 1998;158(16):1789–95. Saunders JB, Aasland OG, Babor TF, De la Fuente JR, Grant M. Development of the alcohol use disorders identification test (AUDIT): WHO collaborative project on early detection of persons with harmful alcohol consumption-II. Addiction. 1993;88(6):791–804. Gossop M, Darke S, Griffiths P, Hando J, Powis B, Hall W, et al. The Severity of Dependence Scale (SDS): psychometric properties of the SDS in English and Australian samples of heroin, cocaine and amphetamine users. Addiction. 1995;90(5):607–14. Topp L, Mattick RP. Choosing a cut-off on the severity of dependence scale (SDS) for amphetamine users. Addiction. 1997;92(7):839–45. Spencer LP, Addison M, Alderson H, McGovern W, McGovern R, Kaner E, et al. “The drugs did for me what I couldn’t do for myself”: a qualitative exploration of the relationship between mental health and amphetamine-type stimulant (ATS) use. Subst Abuse. 2021;15:11782218211060852. Derogatis LR. BSI 18, Brief Symptom Inventory 18: administration, scoring and procedures manual. Minneapolis (MN): NCS Pearson, Inc.; 2001. Stephenson MT, Hoyle RH, Palmgreen P, Slater MD. Brief measures of sensation seeking for screening and large-scale surveys. Drug Alcohol Depend. 2003;72(3):279–86. IBM. SPSS statistics for windows, Version 22.0. Armonk, New York: IBM Corp. Released; 2013. Berndt S, Rosenkranz M, Martens MS, Verthein U. Amphetamine-type stimulant dependence and association with concurrent use of cocaine, alcohol, and cannabis: a cross-sectional study. Eur Addict Res. 2021;28(2):113–21. Weber G, Schneider W. Herauswachsen aus der Sucht illegaler Drogen: selbstheilung, kontrollierter Gebrauch und therapiegestützter Ausstieg ; [Forschungsbericht der Westfälischen Wilhelms-Universität Münster, Institut für Soziologie/Sozialpädagogik i.G. Ministerium für Arbeit, Gesundheit und Soziales des Landes Nordrhein-Westfalen; 1992. Rahimian Boogar I, Tabatabaee SM, Tosi J. Attitude to substance abuse: do personality and socio-demographic factors matter?Int J High Risk Behav Addict. 2014;3(3):e16712. Fothergill KE, Ensminger ME, Green KM, Crum RM, Robertson J, Juon H-S. The impact of early school behavior and educational achievement on adult drug use disorders: a prospective study. Drug Alcohol Depend. 2008;92(1–3):191–9. Daniel JZ, Hickman M, Macleod J, Wiles N, Lingford-Hughes A, Farrell M, et al. Is socioeconomic status in early life associated with drug use? A systematic review of the evidence. Drug Alcohol Rev. 2009;28(2):142–53. Galea S, Ahern J, Vlahov D. Contextual determinants of drug use risk behavior: a theoretic framework. J Urban Health. 2003;80(4 Suppl 3):iii50–8. Spooner C, Hetherington K. Social determinants of drug use. Sydney; 2004. Strang J, Bearn J, Farrell M, Finch E, Gossop M, Griffiths P, et al. Route of drug use and its implications for drug effect, risk of dependence and health consequences. Drug Alcohol Rev. 1998;17(2):197–211. Wikler A. On the nature of addiction and habituation. Addiction. 1961;57(2):73–9. Liang W, Chikritzhs T, Lenton S. Affective disorders and anxiety disorders predict the risk of drug harmful use and dependence. Addiction. 2011;106(6):1126–34. Coughlin LN, Lin LA, Jannausch M, Ilgen MA, Bonar EE. Methamphetamine use among American Indians and Alaska Natives in the United States. Drug Alcohol Depend. 2021;227:108921. Farrell M, Howes S, Taylor C, Lewis G, Jenkins R, Bebbington P, et al. Substance misuse and psychiatric comorbidity: an overview of the OPCS national psychiatric morbidity survey. Addict Behav. 1998;23(6):909–18. Schlag AK. Percentages of problem drug use and their implications for policy making: a review of the literature. Drug Sci Pol L. 2020;6:205032452090454. Article / Publication Details
Received: September 08, 2022
Accepted: February 24, 2023
Published online: April 25, 2023
Number of Print Pages: 12
Number of Figures: 0
Number of Tables: 5
ISSN: 1022-6877 (Print)
eISSN: 1421-9891 (Online)
For additional information: https://www.karger.com/EAR
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