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Karlsson P, Callinan S, Gmel G, Raninen J. How well do DSM-5 criteria measure alcohol use disorder in the general population of older Swedish adolescents? An item response theory analysis. Addict Behav 2024; 154:108007. [PMID: 38460492 DOI: 10.1016/j.addbeh.2024.108007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 03/04/2024] [Accepted: 03/05/2024] [Indexed: 03/11/2024]
Abstract
BACKGROUND This study assesses the psychometric properties of DSM-5 criteria of AUD in older Swedish adolescents using item response theory models, focusing specifically on the precision of the scale at the cut-offs for mild, moderate, and severe AUD. METHODS Data from the second wave of Futura01 was used. Futura01 is a nationally representative cohort study of Swedish people born 2001 and data for the second wave was collected when participants were 17/18 years old. This study included only participants who had consumed alcohol during the past 12 months (n = 2648). AUD was measured with 11 binary items. A 2-parameter logistic item response theory model (2PL) estimated the items' difficulty and discrimination parameters. RESULTS 31.8% of the participants met criteria for AUD. Among these, 75.6% had mild AUD, 18.3% had moderate, and 6.1% had severe AUD. A unidimensional AUD model had a good fit and 2PL models showed that the scale measured AUD over all three cut-offs for AUD severity. Although discrimination parameters ranged from moderate (1.24) to very high (2.38), the more commonly endorsed items discriminated less well than the more difficult items, as also reflected in less precision of the estimates at lower levels of AUD severity. The diagnostic uncertainty was pronounced at the cut-off for mild AUD. CONCLUSION DSM-5 criteria measure AUD with better precision at higher levels of AUD severity than at lower levels. As most older adolescents who fulfil an AUD diagnosis are in the mild category, notable uncertainties are involved when an AUD diagnosis is set in this group.
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Affiliation(s)
- Patrik Karlsson
- Department of Social Work, Stockholm University, Stockholm, Sweden.
| | - Sarah Callinan
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
| | - Gerhard Gmel
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Rue du Bugnon 23A, 1011 Lausanne, Switzerland; Research Department, Addiction Switzerland, Avenue Louis-Ruchonnet 14, 1003 Lausanne, Switzerland; Centre for Addiction and Mental Health, Institute for Mental Health Policy Research, 250 College Street, Toronto, ON M5T 1R8, Canada; Alcohol and Research Unit, University of the West of England, Frenchay Campus, Coldharbour Lane, Bristol BS16 1QY, UK
| | - Jonas Raninen
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia; Karolinska Institutet, Department of Clinical Neuroscience, Stockholm, Sweden
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Ball J, Pettie MA, Poasa L, Abel G. Understanding youth drinking decline: Similarity and change in the function and social meaning of alcohol use (and non-use) in adolescent cohorts 20 years apart. Drug Alcohol Rev 2024; 43:664-674. [PMID: 37224083 DOI: 10.1111/dar.13685] [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: 12/22/2022] [Revised: 05/02/2023] [Accepted: 05/04/2023] [Indexed: 05/26/2023]
Abstract
INTRODUCTION Qualitative research aimed at understanding the decline in youth drinking has so far been hampered by a lack of baseline data for comparison. This New Zealand study overcomes this limitation by comparing archival qualitative data collected at the height of youth drinking (1999-2001) with contemporary data collected for this study (June-October 2022). The aim is to explore changes in the function and social meaning of alcohol use (and non-use) for two cohorts about 20 years apart. METHODS Both archival and contemporary data were collected from 14 to 17 year old secondary school students (years 10-12) through individual and small-group/pair interviews in matched suburban co-ed schools. Interviews explored friendships, lifestyles, romantic relationships and experiences and perceptions of substance use and non-use. RESULTS AND DISCUSSION Comparative analysis highlighted changes that may help to explain the decline in youth drinking, including an increased value placed on personal choice and acceptance of diversity; decreased face-to-face socialising and the emergence of social media as a central feature of adolescent social life, perhaps displacing key functions of drinking and partying; increased pervasiveness of risk discourses and increased awareness of health and social risks of alcohol; and increased framing of alcohol use as a coping mechanism by both drinkers and non-drinkers. CONCLUSIONS Collectively, these changes appear to have shifted the social position of drinking from an almost compulsory component of adolescent social life in 1999-2001, to an optional activity that many contemporary adolescents perceive to have high risks and few benefits.
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Affiliation(s)
- Jude Ball
- Department of Public Health, University of Otago, Wellington, New Zealand
| | - Michaela A Pettie
- Department of Public Health, University of Otago, Wellington, New Zealand
| | - Loleseti Poasa
- Department of Public Health, University of Otago, Wellington, New Zealand
| | - Gillian Abel
- Department of Population Health, University of Otago, Christchurch, New Zealand
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Sjödin L, Karlsson P, Raninen J. Psychosocial correlates of drinking transitions: A longitudinal study among adolescents in Sweden. Drug Alcohol Rev 2024; 43:643-653. [PMID: 36855294 DOI: 10.1111/dar.13632] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 02/03/2023] [Accepted: 02/07/2023] [Indexed: 03/02/2023]
Abstract
INTRODUCTION Non-drinkers have been shown in older studies to have poorer mental health and social life compared to their alcohol-using counterparts. Given the profound decline in adolescent drinking observed in most high-income countries, this pattern may have changed. This study explores drinking transitions and examines psychosocial factors among adolescents by longitudinal drinking status. METHODS Data were based on two waves of a prospective longitudinal nationwide study (n = 4018). The first wave (T1) of data was collected in 2017 (age 15/16) and the second wave (T2) was in 2019 (age 17/18). Respondents were asked about their past year drinking status, general health, psychosomatic problems, psychiatric medication, school enjoyment, emotional symptoms, peer relationship problems, prosocial ability, friendships satisfaction and satisfaction with relation to mother/father. Comparisons by mean values were assessed and multinomial logistic regressions were used to examine associations. RESULTS Abstainers and later drinkers differed significantly from early drinkers on 9/10 factors respectively at T1. Fewer psychosomatic problems, less psychiatric medication, higher school enjoyment, more emotional symptoms, higher parental relationship satisfaction, more peer problems and lower friendships satisfaction at T1 were associated with abstaining and/or later drinking. All factors were more strongly associated with abstaining. School enjoyment predicted abstaining but not later drinking. DISCUSSION AND CONCLUSIONS Longitudinal drinking status relates to small to moderate systematic psychosocial differences. Adolescents with better mental health, more content relationships with parents and lower friendships satisfaction are more often abstainers. Those generally worse off are more likely early drinkers but they also have better friendships.
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Affiliation(s)
- Lars Sjödin
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Patrik Karlsson
- Department of Social Work, Stockholm University, Stockholm, Sweden
| | - Jonas Raninen
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- La Trobe University, Centre for Alcohol Policy Research, Melbourne, Australia
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Raninen J, Livingston M, Raitasalo K, Larm P, de Looze M. Abstainers and Drinkers - Two Sides of the Same Coin? Subst Use Misuse 2023; 58:832-834. [PMID: 36931229 DOI: 10.1080/10826084.2023.2188559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/19/2023]
Abstract
This commentary discusses a recently published literature review focussing on the growing trend of young people abstaining from drinking alcohol. Despite the recent increase in research on the decline in youth drinking, the review only identified 10 papers that explicitly examined abstainers. The inclusion criteria used thus excluded and overlooked the vast literature available on the decline in youth drinking. This commentary discusses the implications of this and raises the issue of how the adolescent abstainer should be viewed in research; is it a distinct social phenomenon with unique determinants or are abstainers merely the flip side of drinkers?
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Affiliation(s)
- Jonas Raninen
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
| | - Michael Livingston
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia.,National Drug Research Institute, Curtin University, Melbourne, Australia
| | - Kirsimarja Raitasalo
- The Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Peter Larm
- Department of Public Health, Stockholm University, Stockholm, Sweden
| | - Margaretha de Looze
- Department of Interdisciplinary Social Science, Faculty of Social and Behavioural Sciences, Utrecht University, Utrecht, The Netherlands
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Livingston M, Raninen J, Pennay A, Callinan S. The relationship between age at first drink and later risk behaviours during a period of youth drinking decline. Addiction 2023; 118:256-264. [PMID: 36043343 PMCID: PMC10087810 DOI: 10.1111/add.16036] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 08/17/2022] [Indexed: 01/05/2023]
Abstract
AIMS Alcohol consumption among teenagers in many high-income countries has steadily declined since the early 2000s. There has also been a steady increase in the average age at first drink, a reliable marker of later alcohol problems. This study measured whether young people who initiated drinking early were at increased risk of alcohol problems in young adulthood in recent cohorts where early initiation was comparatively rare. DESIGN Analysis of six waves of a repeated cross-sectional household survey (2001-16). SETTING Australia. PARTICIPANTS A total of 9576 young adults (aged 20-25 years) who had initiated drinking before the age of 20 years. MEASUREMENTS Respondents were classified into three groups based on their self-reported age at first drink (< 16, 16-17, 18-19 years). Outcome variables were self-reported experiences of memory loss while drinking, risky and delinquent behaviour while drinking and monthly or more frequent drinking occasions of 11 or more 10-g standard drinks. FINDINGS Later initiators reported lower levels of all outcomes [e.g. odds ratios (ORs) for memory loss were 0.56, 95% confidence interval (CI) = 0.50, 0.63] for those who first drank at 16 or 17 years compared with those who first drank at age 15 or younger). Significant interactions between age at first drink and survey year showed that early initiation was more strongly associated with harms (e.g. for memory loss, OR = 0.97, 95% CI = 0.94, 0.99 for 18-19 versus 15 or younger) in young adulthood for recent cohorts where early drinking was less common. CONCLUSIONS The decline in youth drinking may have contributed to a concentration of risk of alcohol problems among those young people who consume alcohol in early adolescence. Early initiation of drinking may be an increasingly important marker of broader risk taking as alcohol becomes less normative for teenagers.
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Affiliation(s)
- Michael Livingston
- National Drug Research Institute and enAble Institute, Faculty of Health Sciences, Curtin University, Perth, Australia.,Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia.,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Jonas Raninen
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia.,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Amy Pennay
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
| | - Sarah Callinan
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
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Raninen J, Livingston M, Landberg J, Ramstedt M. To drink or not to drink: A study of the association between rates of non-drinkers and per drinker mean alcohol consumption in the Swedish general population. Drug Alcohol Rev 2022; 41:1475-1483. [PMID: 35673799 PMCID: PMC9544777 DOI: 10.1111/dar.13501] [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: 07/09/2021] [Revised: 05/10/2022] [Accepted: 05/17/2022] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Understanding how the mean consumption per drinker and rates of non-drinking interplay to form overall per capita alcohol consumption is imperative for our understanding of population drinking. The aim of the present study is to examine the association between rates of non-drinkers and per drinker mean alcohol consumption in the Swedish adult population and for different percentiles of drinkers. METHODS Data came from a monthly telephone survey of drinking habits in the Swedish adult population between 2002 and 2013. Alcohol consumption and non-drinking during the last 30 days were measured by beverage-specific quantity-frequency questions. Regression models estimated the association between the rate of non-drinkers and per drinker volume on annual data. Auto-regressive integrated moving average time-series models estimated the association on monthly data. RESULTS A significant (P < 0.01) negative association (-0.849) was found between the rate of non-drinkers and per drinker mean volume on annual data. A unit increase in non-drinking was associated with a decline of 0.85 cl of pure alcohol among drinkers. This finding was mirrored across all percentiles of consumption. The semi-log models found that a 1% unit increase in the rate of non-drinkers was followed by a 2% reduction in per drinker mean consumption. Auto-regressive integrated moving average time-series models verified these results. DISCUSSION AND CONCLUSIONS There is a significant association between the proportion of non-drinkers and the amount of drinking among drinkers. The theory of collectivity of drinking cultures should also include the non-drinking part of the population.
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Affiliation(s)
- Jonas Raninen
- Swedish Council for Information on Alcohol and Other Drugs, Stockholm, Sweden.,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia.,School of Social Sciences, Södertörn University, Unit of Social Work, Huddinge, Sweden
| | - Michael Livingston
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia.,National Drug Research Institute, Curtin University, Melbourne, Australia
| | - Jonas Landberg
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Public Health Services, Stockholm University, Stockholm, Sweden
| | - Mats Ramstedt
- Swedish Council for Information on Alcohol and Other Drugs, Stockholm, Sweden.,Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.,Department of Public Health Services, Stockholm University, Stockholm, Sweden
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Caluzzi G, Livingston M, Holmes J, MacLean S, Lubman DI, Dietze P, Vashishtha R, Herring R, Pennay A. Response to commentaries: (de)normalization of drinking and its implications for young people, sociality, culture and epidemiology. Addiction 2022; 117:1217-1219. [PMID: 35225376 PMCID: PMC9314711 DOI: 10.1111/add.15848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 02/09/2022] [Indexed: 11/30/2022]
Affiliation(s)
- Gabriel Caluzzi
- Centre for Alcohol Policy ResearchLa Trobe UniversityBundooraAustralia
| | - Michael Livingston
- Centre for Alcohol Policy ResearchLa Trobe UniversityBundooraAustralia
- National Drug Research InstituteCurtin UniversityPerthAustralia
| | - John Holmes
- School of Health and Related ResearchUniversity of SheffieldSheffieldUK
| | - Sarah MacLean
- Centre for Alcohol Policy ResearchLa Trobe UniversityBundooraAustralia
- School of Allied Health, Human Services and SportLa Trobe UniversityBundooraAustralia
| | - Dan I. Lubman
- Turning Point, Eastern HealthMelbourneAustralia
- Monash Addiction Research Centre, Eastern Health Clinical SchoolMonash UniversityMelbourneAustralia
| | - Paul Dietze
- National Drug Research Institute and EnAble InstituteCurtin UniversityPerthAustralia
- Behaviours and Health Risks ProgramBurnet InstituteMelbourneAustralia
| | - Rakhi Vashishtha
- Centre for Alcohol Policy ResearchLa Trobe UniversityBundooraAustralia
| | - Rachel Herring
- Drug and Alcohol Research CentreMiddlesex UniversityLondonUK
| | - Amy Pennay
- Centre for Alcohol Policy ResearchLa Trobe UniversityBundooraAustralia
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Becoming Safe, Legal, Mature, Moderate, and Self-Reflexive: Trajectories of Drinking and Abstinence among Young People. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19063591. [PMID: 35329278 PMCID: PMC8953176 DOI: 10.3390/ijerph19063591] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 03/11/2022] [Accepted: 03/15/2022] [Indexed: 11/16/2022]
Abstract
In recent years, a vast body of research has investigated trends of declining alcohol consumption among youths. However, the extent to which restrictive-youth approaches towards drinking are maintained into adulthood is unclear. The aim of this study is to explore how young people's relation to alcohol changes over time. Our data are based on longitudinal qualitative in-depth interviews with 28 participants aged 15 to 23 conducted over the course of three years (2017-2019). The study draws on assemblage thinking by analysing to what kinds of heterogeneous elements young people's drinking and abstinence are related and what kinds of transformations they undergo when they get older. Five trajectories were identified as influential. Alcohol was transformed from unsafe to safe assemblages, from illegal to legal drinking assemblages, from performance-orientated to enjoyment-orientated assemblages, and from immature to mature assemblages. These trajectories moved alcohol consumption towards moderate drinking. Moreover, abstinence was transformed from authoritarian assemblages into self-reflexive assemblages. Self-control, responsibility, and performance orientation were important mediators in all five trajectories. As the sober generation grows older, they will likely start to drink at more moderate levels than previous generations.
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17 Is the New 15: Changing Alcohol Consumption among Swedish Youth. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19031645. [PMID: 35162666 PMCID: PMC8835253 DOI: 10.3390/ijerph19031645] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/25/2022] [Accepted: 01/28/2022] [Indexed: 11/16/2022]
Abstract
To examine and compare trends in drinking prevalence in nationally representative samples of Swedish 9th and 11th grade students between 2000 and 2018. A further aim is to compare drinking behaviours in the two age groups during years with similar drinking prevalence. Data were drawn from annual surveys of a nationally representative sample of students in year 9 (15-16 years old) and year 11 (17-18 years old). The data covered 19 years for year 9 and 16 years for year 11. Two reference years where the prevalence of drinking was similar were extracted for further comparison, 2018 for year 11 (n = 4878) and 2005 for year 9 (n = 5423). The reference years were compared with regard to the volume of drinking, heavy episodic drinking, having had an accident and quarrelling while drunk. The prevalence of drinking declined in both age groups during the study period. The rate of decline was somewhat higher among year 9 students. In 2018, the prevalence of drinking was the same for year 11 students as it was for year 9 students in 2005. The volume of drinking was lower among year 11 students in 2018 than year 9 students in 2005. No differences were observed for heavy episodic drinking. The decline in drinking has caused a displacement of consumption so that today's 17-18-year-olds have a similar drinking behaviour to what 15-16-year-olds had in 2005.
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