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Belay GM, Mak YW, Wong FKY, Lam KKW, Liu Q, Yang F, Mao T, Wu CST, Ho KY. Psychosocial treatment options for adolescents and young adults with alcohol use disorder: systematic review and meta-analysis. Front Public Health 2024; 12:1371497. [PMID: 39114525 PMCID: PMC11303970 DOI: 10.3389/fpubh.2024.1371497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 04/22/2024] [Indexed: 08/10/2024] Open
Abstract
Introduction Psychosocial intervention is imperative for treating alcohol use disorder (AUD), but there is no comprehensive evidence regarding its effectiveness. Therefore, this study aimed to determine the effectiveness of psychosocial interventions in treating AUD amongadolescents and young adults. Methods In this systematic review and meta-analysis, articles were searched from EMBASE, PubMed, Medline, CINAHL, Web of Science, PsycINFO, and Scopus. Also, articles were retrieved from gray literature. The quality of articles has been assessed using the Cochrane risk of bias assessment. Results A total of 12 randomized controlled trials were included. Integrated family and CBT, CBT, guided self-change, and ecologically based family therapy had a mild effect in reducing alcohol use frequency. On the other hand, integrated motivational enhancement therapy and CBT (-0.71 [95% CI: -0.97, -0.45]) and common elements treatment approaches (4.5 [95% CI: 6.9, 2.2]) had the highest effect size for reducing alcohol use frequency and amount, respectively. In conclusion, most of the interventions had no significant effect on different drinking outcomes. Nonetheless, the effectiveness of combined interventions surpassed that of the single interventions. The effect of psychosocial interventions on abstinence was inconclusive. Therefore, future studies will explore alternative, newly emerged third-wave therapeutic approaches. Systematic review registration PROSPERO, CRD42023435011, https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=435011.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Ka Yan Ho
- School of Nursing, Hong Kong Polytechnic University, HKSAR, Kowloon, Hong Kong SAR, China
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Lowik A, Mniszak C, Pang M, Ziafat K, Karamouzian M, Knight R. A sex- and gender-based analysis of alcohol treatment intervention research involving youth: A methodological systematic review. PLoS Med 2024; 21:e1004413. [PMID: 38829916 PMCID: PMC11182506 DOI: 10.1371/journal.pmed.1004413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 06/17/2024] [Accepted: 05/08/2024] [Indexed: 06/05/2024] Open
Abstract
BACKGROUND While there is widespread consensus that sex- and gender-related factors are important for how interventions are designed, implemented, and evaluated, it is not currently known how alcohol treatment research accounts for sex characteristics and/or gender identities and modalities. This methodological systematic review documents and assesses how sex characteristics, gender identities, and gender modalities are operationalized in alcohol treatment intervention research involving youth. METHODS AND FINDINGS We searched MEDLINE, Embase, Cochrane Central Registry of Controlled Trials, PsycINFO, CINAHL, LGBT Life, Google Scholar, Web of Science, and grey literature from 2008 to 2023. We included articles that reported genders and/or sexes of participants 30 years of age and under and screened participants using AUDIT, AUDIT-C, or a structured interview using DSM-IV criteria. We limited the inclusion to studies that enrolled participants in alcohol treatment interventions and used a quantitative study design. We provide a narrative overview of the findings. Of 8,019 studies screened for inclusion, 86 articles were included in the review. None of the studies defined, measured, and reported both sex and gender variables accurately. Only 2 studies reported including trans participants. Most of the studies used gender or sex measures as a covariate to control for the effects of sex or gender on the intervention but did not discuss the rationale for or implications of this procedure. CONCLUSIONS Our findings identify that the majority of alcohol treatment intervention research with youth conflate sex and gender factors, including terminologically, conceptually, and methodologically. Based on these findings, we recommend future research in this area define and account for a spectrum of gender modalities, identities, and/or sex characteristics throughout the research life cycle, including during study design, data collection, data analysis, and reporting. It is also imperative that sex and gender variables are used expansively to ensure that intersex and trans youth are meaningfully integrated. TRIAL REGISTRATION Registration: PROSPERO, registration number: CRD42019119408.
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Affiliation(s)
- A.J. Lowik
- British Columbia Centre on Substance Use, Vancouver, Canada
- Institute for Gender, Race, Sexuality and Social Justice, University of British Columbia, Vancouver, Canada
| | - Caroline Mniszak
- British Columbia Centre on Substance Use, Vancouver, Canada
- Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Michelle Pang
- British Columbia Centre on Substance Use, Vancouver, Canada
| | - Kimia Ziafat
- British Columbia Centre on Substance Use, Vancouver, Canada
- Department of Medicine, University of British Columbia, Vancouver, Canada
| | | | - Rod Knight
- British Columbia Centre on Substance Use, Vancouver, Canada
- Université de Montréal, École de santé publique, Montréal, Canada
- Centre de recherche en santé publique (CReSP), Montréal, Canada
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Côté J, Chicoine G, Vinette B, Auger P, Rouleau G, Fontaine G, Jutras-Aswad D. Digital Interventions for Recreational Cannabis Use Among Young Adults: Systematic Review, Meta-Analysis, and Behavior Change Technique Analysis of Randomized Controlled Studies. J Med Internet Res 2024; 26:e55031. [PMID: 38630515 PMCID: PMC11063887 DOI: 10.2196/55031] [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: 11/30/2023] [Revised: 01/09/2024] [Accepted: 03/08/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND The high prevalence of cannabis use among young adults poses substantial global health concerns due to the associated acute and long-term health and psychosocial risks. Digital modalities, including websites, digital platforms, and mobile apps, have emerged as promising tools to enhance the accessibility and availability of evidence-based interventions for young adults for cannabis use. However, existing reviews do not consider young adults specifically, combine cannabis-related outcomes with those of many other substances in their meta-analytical results, and do not solely target interventions for cannabis use. OBJECTIVE We aimed to evaluate the effectiveness and active ingredients of digital interventions designed specifically for cannabis use among young adults living in the community. METHODS We conducted a systematic search of 7 databases for empirical studies published between database inception and February 13, 2023, assessing the following outcomes: cannabis use (frequency, quantity, or both) and cannabis-related negative consequences. The reference lists of included studies were consulted, and forward citation searching was also conducted. We included randomized studies assessing web- or mobile-based interventions that included a comparator or control group. Studies were excluded if they targeted other substance use (eg, alcohol), did not report cannabis use separately as an outcome, did not include young adults (aged 16-35 y), had unpublished data, were delivered via teleconference through mobile phones and computers or in a hospital-based setting, or involved people with mental health disorders or substance use disorders or dependence. Data were independently extracted by 2 reviewers using a pilot-tested extraction form. Authors were contacted to clarify study details and obtain additional data. The characteristics of the included studies, study participants, digital interventions, and their comparators were summarized. Meta-analysis results were combined using a random-effects model and pooled as standardized mean differences. RESULTS Of 6606 unique records, 19 (0.29%) were included (n=6710 participants). Half (9/19, 47%) of these articles reported an intervention effect on cannabis use frequency. The digital interventions included in the review were mostly web-based. A total of 184 behavior change techniques were identified across the interventions (range 5-19), and feedback on behavior was the most frequently used (17/19, 89%). Digital interventions for young adults reduced cannabis use frequency at the 3-month follow-up compared to control conditions (including passive and active controls) by -6.79 days of use in the previous month (95% CI -9.59 to -4.00; P<.001). CONCLUSIONS Our results indicate the potential of digital interventions to reduce cannabis use in young adults but raise important questions about what optimal exposure dose could be more effective, both in terms of intervention duration and frequency. Further high-quality research is still needed to investigate the effects of digital interventions on cannabis use among young adults. TRIAL REGISTRATION PROSPERO CRD42020196959; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=196959.
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Affiliation(s)
- José Côté
- Faculty of Nursing, Université de Montréal, Montreal, QC, Canada
- Research Centre of the Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
- Research Chair in Innovative Nursing Practices, Montreal, QC, Canada
| | - Gabrielle Chicoine
- Research Chair in Innovative Nursing Practices, Montreal, QC, Canada
- Knowledge Translation Program, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, Canada
| | - Billy Vinette
- Faculty of Nursing, Université de Montréal, Montreal, QC, Canada
- Research Chair in Innovative Nursing Practices, Montreal, QC, Canada
| | - Patricia Auger
- Research Centre of the Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
- Research Chair in Innovative Nursing Practices, Montreal, QC, Canada
| | - Geneviève Rouleau
- Research Chair in Innovative Nursing Practices, Montreal, QC, Canada
- Department of Nursing, Université du Québec en Outaouais, Saint-Jérôme, QC, Canada
- Women's College Hospital Institute for Health System Solutions and Virtual Care, Women's College Hospital, Toronto, ON, Canada
| | - Guillaume Fontaine
- Ingram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
- Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Sir Mortimer B. Davis Jewish General Hospital, Montreal, QC, Canada
- Kirby Institute, University of New South Wales, Sydney, Australia
| | - Didier Jutras-Aswad
- Research Centre of the Centre Hospitalier de l'Université de Montréal, Montreal, QC, Canada
- Department of Psychiatry and Addictology, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
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Sohi I, Shield KD, Rehm J, Monteiro M. Digital interventions for reducing alcohol use in general populations: An updated systematic review and meta-analysis. ALCOHOL, CLINICAL & EXPERIMENTAL RESEARCH 2023; 47:1813-1832. [PMID: 37864535 DOI: 10.1111/acer.15175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 08/03/2023] [Accepted: 08/11/2023] [Indexed: 10/23/2023]
Abstract
This article updates a 2017 review on the effectiveness of digital interventions for reducing alcohol use in the general population. An updated systematic search of the MEDLINE database was performed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses criteria to identify randomized controlled trials (RCTs) published from January 2017 to June 2022 that evaluated the effectiveness of digital interventions compared with no interventions, minimal interventions, and face-to-face interventions aimed at reducing alcohol use in the general population and, that also reported changes in alcohol use (quantity, frequency, quantity per drinking day, heavy episodic drinking (HED), or alcohol use disorders identification test (AUDIT) scores). A secondary analysis was performed that analyzed data from RCTs conducted in students. The review was not preregistered. The search produced 2224 articles. A total of 80 studies were included in the review, 35 of which were published after the last systematic review. A total of 66, 20, 18, 26, and 9 studies assessed the impact of digital interventions on alcohol quantity, frequency, quantity per drinking day, HED, and AUDIT scores, respectively. Individuals randomized to the digital interventions drank 4.12 (95% confidence interval (CI): 2.88, 5.36) fewer grams of alcohol per day, had 0.17 (95% CI 0.06, 0.29) fewer drinking days per week, drank approximately 3.89 (95% CI: 0.40, 7.38) fewer grams of alcohol per drinking day, had 1.11 (95% CI: 0.32, 1.91) fewer HED occasions per month, and had an AUDIT score 3.04 points lower (95% CI: 2.23, 3.85) than individuals randomized to the control condition. Significant reductions in alcohol quantity, frequency, and HED, but not quantity per drinking day, were observed among students. Digital interventions show potential for reducing alcohol use in general populations and could be used widely at the population level to reduce alcohol-attributable harms.
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Affiliation(s)
- Ivneet Sohi
- Centre for Addiction and Mental Health, Institute for Mental Health Policy Research, Toronto, Ontario, Canada
| | - Kevin D Shield
- Centre for Addiction and Mental Health, Institute for Mental Health Policy Research, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Toronto, Ontario, Canada
| | - Jürgen Rehm
- Centre for Addiction and Mental Health, Institute for Mental Health Policy Research, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Center for Clinical Epidemiology and Longitudinal Studies, Institute of Clinical Psychology and Psychotherapy, Technische Universität Dresden, Dresden, Germany
- Department of International Health Projects, Institute for Leadership and Health Management, I.M. Sechenov First Moscow State Medical University, Moscow, Russia
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O'Logbon J, Wickersham A, Williamson C, Leightley D. The effectiveness of digital health technologies for reducing substance use among young people: a systematic review & meta-analysis. J Ment Health 2023:1-29. [PMID: 37664884 DOI: 10.1080/09638237.2023.2245902] [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: 09/27/2022] [Accepted: 05/22/2023] [Indexed: 09/05/2023]
Abstract
BACKGROUND Substance use amongst young people poses developmental and clinical challenges, necessitating early detection and treatment. Considering the widespread use of technology in young people, delivering interventions digitally may help to reduce and monitor their substance use. AIMS We conducted a systematic review and two meta-analyses to assess the effectiveness of digital interventions for reducing substance use (alcohol, smoking, and other substances) among young people aged 10 to 24 years old. METHOD Embase, Global Health, Medline, PsychINFO, Web of Science and reference lists of relevant papers were searched in November 2020. Studies were included if they quantitatively evaluated the effectiveness of digital health technologies for treating substance use. A narrative synthesis and meta-analysis were conducted. RESULTS Forty-two studies were included in the systematic review and 18 in the meta-analyses. Digital interventions showed small, but statistically significant reductions in weekly alcohol consumption compared to controls (SMD= -0.12, 95% CI= -0.17 to -0.06, I2=0%), but no overall effect was seen on 30-day smoking abstinence (OR = 1.12, 95% CI = 0.70 to 1.80, I2=81%). The effectiveness of digital interventions for reducing substance use is generally weak, however, promising results such as reducing alcohol use were seen. Large-scale studies should investigate the viability of digital interventions, collect user feedback, and determine cost-effectiveness. PRISMA/PROSPERO This systematic review was conducted following Cochrane methodology PRISMA guidelines. The review was registered with PROSPERO in November 2020 (CRD42020218442).
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Affiliation(s)
| | - Alice Wickersham
- Department of Psychological Medicine, King's College London, London, UK
- Department of Child and Adolescent Psychiatry, King's College London, London, UK
| | - Charlotte Williamson
- King's Centre for Military Health Research and Academic Department of Military Mental Health, King's College London, London, UK
| | - Daniel Leightley
- Department of Psychological Medicine, King's College London, London, UK
- King's Centre for Military Health Research and Academic Department of Military Mental Health, King's College London, London, UK
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Bertholet N, Schmutz E, Studer J, Adam A, Gmel G, Cunningham JA, McNeely J, Daeppen JB. Effect of a smartphone intervention as a secondary prevention for use among university students with unhealthy alcohol use: randomised controlled trial. BMJ 2023; 382:e073713. [PMID: 37586742 PMCID: PMC10428135 DOI: 10.1136/bmj-2022-073713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/08/2023] [Indexed: 08/18/2023]
Abstract
OBJECTIVE To estimate the effects of providing access to an alcohol intervention based on a smartphone. DESIGN Randomised controlled trial.. SETTING Four higher education institutions in Switzerland. PARTICIPANTS 1770 students (≥18 years) who screened positive for unhealthy alcohol use (ie, a score on the alcohol use disorders identification test-consumption (AUDIT-C) of ≥4 for men and ≥3 for women) were randomly assigned by 1:1 allocation ratio in blocks of 10. INTERVENTION Providing access to a brief, smartphone based alcohol intervention. OUTCOME MEASURES The primary outcome studied was number of standard drinks per week at six months and the secondary outcome was number of heavy drinking days (past 30 days). Additional outcomes were maximum number of drinks consumed on one occasion, alcohol related consequences, and academic performance. Follow-up assessments occurred at months three, six, and 12. Data were analysed by intention to treat and by using generalised linear mixed models with random intercepts for the recruitment site and participants nested within the recruitment site, and with intervention (v control), time (three months v six months; 12 months v six months), and baseline outcome values as fixed effects. RESULTS Between 26 April 26 2021 and 30 May 2022, 1770 participants (intervention group (n=884); control group (n=886)) were included. Mean age was 22.4 years (standard deviation 3.07); 958 (54.1%) were women; and 1169 (66.0%) were undergraduate students, 533 (30.1%) were studying for a master's degree, 43 (2.4%) were studying for a doctorate, and 25 (1.4%) were students of other higher education programme. The baseline mean number of standard drinks per week was 8.59 (standard deviation 8.18); the baseline number of heavy drinking days was 3.53 (4.02). Of 1770 participants, follow-up rates were 1706 (96.4%) at three months, 1697 (95.9%) at six months, and 1660 (93.8%) at 12 months. Of 884 students randomly assigned to the intervention group, 738 (83.5%) downloaded the smartphone application. The intervention had a significant overall effect on the number of standard drinks per week (incidence rate ratio 0.90 (95% confidence interval 0.85 to 0.96)), heavy drinking days (0.89 (0.83 to 0.96)), and the maximum number of drinks consumed on one occasion (0.96 (0.93 to 1.00), P=0.029), indicating significantly lower drinking outcomes in the intervention group than in the control group during the follow-up period. The intervention did not affect alcohol related consequences or academic performance. CONCLUSIONS Providing access to the smartphone application throughout the 12 month follow-up was effective at limiting the average drinking volume of university students who had self-reported unhealthy alcohol use at baseline. TRIAL REGISTRATION ISRCTN 10007691.
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Affiliation(s)
- Nicolas Bertholet
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Elodie Schmutz
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Joseph Studer
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
- Service of Adult Psychiatry North-West, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Angéline Adam
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Gerhard Gmel
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - John A Cunningham
- National Addiction Centre, King's College, London, UK
- Center for Addiction and Mental Health, Toronto, ON, Canada
| | - Jennifer McNeely
- New York University Grossman School of Medicine, New York, NY, USA
| | - Jean-Bernard Daeppen
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
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Bertholet N, Schmutz E, Cunningham JA, McNeely J, Gmel G, Daeppen JB, Grazioli VS. Development of a Secondary Prevention Smartphone App for Students With Unhealthy Alcohol Use: Results From a Qualitative Assessment. JMIR Hum Factors 2023; 10:e41088. [PMID: 36881448 PMCID: PMC10031438 DOI: 10.2196/41088] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 11/28/2022] [Accepted: 01/01/2023] [Indexed: 03/08/2023] Open
Abstract
BACKGROUND Despite considerable efforts devoted to the development of prevention interventions aiming at reducing unhealthy alcohol use in tertiary students, their delivery remains often challenging. Interventions including information technology are promising given their potential to reach large parts of the population. OBJECTIVE This study aims to develop a secondary prevention smartphone app with an iterative qualitative design involving the target population. METHODS The app development process included testing a first prototype and a second prototype, developed based on the results of 2 consecutive qualitative assessments. Participants (aged ≥18 years, screened positive for unhealthy alcohol use) were students from 4 tertiary education institutions in the French-speaking part of Switzerland. Participants tested prototype 1 or prototype 2 or both and provided feedback in 1-to-1 semistructured interviews after 2-3 weeks of testing. RESULTS The mean age of the participants was 23.3 years. A total of 9 students (4/9 female) tested prototype 1 and participated in qualitative interviews. A total of 11 students (6/11 female) tested prototype 2 (6 who tested prototype 1 and 5 new) and participated in semistructured interviews. Content analysis identified 6 main themes: "General Acceptance of the App," "Importance of the Targeted and Relevant App Content," "Importance of Credibility," "Importance of the App Usability," "Importance of a Simple and Attractive Design," "Importance of Notifications to Ensure App Use over Time." Besides a general acceptance of the app, these themes reflected participants' recommendations toward increased usability; to improve the design; to include useful and rewarding contents; to make the app look serious and credible; and to add notifications to ensure its use over time. A total of 11 students tested prototype 2 (6 who tested prototype 1 and 5 new) and participated in semistructured interviews. The 6 same themes emerged from the analysis. Participants from phase 1 generally found the design and content of the app improved. CONCLUSIONS Students recommend prevention smartphone apps to be easy to use, useful, rewarding, serious, and credible. These findings may be important to consider when developing prevention smartphone apps to increase the likelihood of app use over time. TRIAL REGISTRATION ISRCTN registry 10007691; https://www.isrctn.com/ISRCTN10007691. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.1186/s13063-020-4145-2.
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Affiliation(s)
- Nicolas Bertholet
- Addiction Medicine Unit, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
- Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
| | - Elodie Schmutz
- Addiction Medicine Unit, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
- Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
| | - John A Cunningham
- National Addiction Centre, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, United Kingdom
- Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Jennifer McNeely
- Section on Tobacco, Alcohol and Drug Use, Department of Population Health, New York University Grossman School of Medicine, New York City, NY, United States
| | - Gerhard Gmel
- Addiction Medicine Unit, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
- Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
| | - Jean-Bernard Daeppen
- Addiction Medicine Unit, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland
- Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
| | - Véronique S Grazioli
- Department of Vulnerabilities and Social Medicine, Center for Primary Care and Public Health, University of Lausanne, Lausanne, Switzerland
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Monarque M, Sabetti J, Ferrari M. Digital interventions for substance use disorders in young people: rapid review. Subst Abuse Treat Prev Policy 2023; 18:13. [PMID: 36805783 PMCID: PMC9937742 DOI: 10.1186/s13011-023-00518-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 01/26/2023] [Indexed: 02/19/2023] Open
Abstract
BACKGROUND Young people are disproportionately more likely than other age groups to use substances. The rise in substance use and related harms, including overdose, during the Covid-19 pandemic has created a critical need for more innovative and accessible substance use interventions. Digital interventions have shown effectiveness and can provide more engaging, less stigmatizing, and accessible interventions that meet the needs of young people. This review provides an overview of recent literature on the nature of recently published digital interventions for young people in terms of technologies used, substances targeted, intended outcomes and theoretical or therapeutic models employed. METHODS Rapid review methodology was used to identify and assess the literature on digital interventions for young people. An initial keyword search was conducted using MEDLINE the Cochrane Database of Systematic Reviews, Database of Abstracts of Reviews of Effects (DARE), Health Technology Assessment Database (HTA) and PROSPERO for the years 2015-2020, and later updated to December 2021. Following a title/abstract and full-text screening of articles, and consensus decision on study inclusion, the data extraction process proceeded using an extraction grid developed for the study. Data synthesis relied on an adapted conceptual framework by Stockings, et al. that involved a three-level treatment spectrum for youth substance use (prevention, early intervention, and treatment) for any type of substance. RESULTS In total, the review identified 43 articles describing 39 different digital interventions. Most were early interventions (n = 28), followed by prevention interventions (n = 6) and treatment interventions (n = 5). The identified digital technologies included web-based (n = 14), game-based (n = 10), mobile-based (n = 7), and computer-based (n = 5) technologies, and virtual reality (n = 3). Most interventions targeted alcohol use (n = 20) followed by tobacco/nicotine (n = 5), cannabis (n = 2), opioids (n = 2), ketamine (1) and multiple, or any substances (n = 9). Most interventions used a personalized or normative feedback approach and aimed to effect behaviour change as the intended outcome. Interestingly, a harm reduction approach guided only one of the 39 interventions. CONCLUSIONS While web-based interventions represented the most common type of technology, more recently developed immersive and interactive technologies such as virtual reality and game-based interventions call for further exploration. Digital interventions focused mainly on alcohol use, reflecting less concern for tobacco, cannabis, co-occurring substance use, and illicit drug use. Specifically, the recent exacerbation in the opioid crisis throughout North American underlines the urgent need for more prevention-oriented digital interventions for opioid use. The uptake of digital interventions among youth also depends on the incorporation of harm reduction approaches.
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Affiliation(s)
- Marika Monarque
- Douglas Mental Health University Institute, Montreal, QC, Canada
| | - Judith Sabetti
- Douglas Mental Health University Institute, Montreal, QC, Canada
| | - Manuela Ferrari
- Douglas Mental Health University Institute, Montreal, QC, Canada.
- Department of Psychiatry, McGill University, Montreal, QC, Canada.
- Douglas Hospital Research Centre, 6875 Boulevard LaSalle, Perry C3 E-3102, QC H4H 1R3, Montreal, Canada.
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Howlett N, García-Iglesias J, Bontoft C, Breslin G, Bartington S, Freethy I, Huerga-Malillos M, Jones J, Lloyd N, Marshall T, Williams S, Wills W, Brown K. A systematic review and behaviour change technique analysis of remotely delivered alcohol and/or substance misuse interventions for adults. Drug Alcohol Depend 2022; 239:109597. [PMID: 35963209 DOI: 10.1016/j.drugalcdep.2022.109597] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 07/22/2022] [Accepted: 08/02/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND There has been a lack of systematic exploration of remotely delivered intervention content and their effectiveness for behaviour change outcomes. This review provides a synthesis of the behaviour change techniques (BCT) contained in remotely delivered alcohol and/or substance misuse approaches and their association with intervention promise. METHODS Searches in MEDLINE, Scopus, PsycINFO (ProQuest), and the Cochrane Library, included studies reporting remote interventions focusing on alcohol and/or substance misuse among adults, with a primary behaviour change outcome (e.g., alcohol levels consumed). Assessment of risk of bias, study promise, and BCT coding was conducted. Synthesis focussed on the association of BCTs with intervention effectiveness using promise ratios. RESULTS Studies targeted alcohol misuse (52 studies) or substance misuse (10 studies), with predominantly randomised controlled trial designs and asynchronous digital approaches. For alcohol misuse studies, 16 were very promising, 17 were quite promising, and 13 were not promising. Of the 36 eligible BCTs, 28 showed potential promise, with seven of these only appearing in very or quite promising studies. Particularly promising BCTs were 'Avoidance/reducing exposure to cues for behaviour', 'Pros and cons' and 'Self-monitoring of behaviour'. For substance misuse studies, three were very promising and six were quite promising, with all 12 BCTs showing potential promise. CONCLUSIONS This review showed remotely delivered alcohol and substance misuse interventions can be effective and highlighted a range of BCTs that showed promise for improving services. However, concerns with risk of bias and the potential of promise ratios to inflate effectiveness warrant caution in interpreting the evidence.
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Affiliation(s)
- Neil Howlett
- Department of Psychology, Sport, and Geography, University of Hertfordshire, College Lane, Hatfield, Herts AL10 9AB, UK.
| | - Jaime García-Iglesias
- Department of Psychology, Sport, and Geography, University of Hertfordshire, College Lane, Hatfield, Herts AL10 9AB, UK
| | - Charis Bontoft
- Department of Psychology, Sport, and Geography, University of Hertfordshire, College Lane, Hatfield, Herts AL10 9AB, UK
| | - Gavin Breslin
- Bamford Centre for Mental Health and Wellbeing, School of Psychology, Ulster University, Cromore Road, Coleraine Co, Antrim BT52 1SA, UK
| | - Suzanne Bartington
- Institute of Applied Health Research, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Imogen Freethy
- Department of Psychology, Sport, and Geography, University of Hertfordshire, College Lane, Hatfield, Herts AL10 9AB, UK
| | - Monica Huerga-Malillos
- Department of Psychology, Sport, and Geography, University of Hertfordshire, College Lane, Hatfield, Herts AL10 9AB, UK
| | - Julia Jones
- Centre for Research in Public Health and Community Care, University of Hertfordshire, College Lane, Hatfield, Herts AL10 9AB, UK
| | - Nigel Lloyd
- Department of Psychology, Sport, and Geography, University of Hertfordshire, College Lane, Hatfield, Herts AL10 9AB, UK
| | - Tony Marshall
- Department of Psychology, Sport, and Geography, University of Hertfordshire, College Lane, Hatfield, Herts AL10 9AB, UK
| | - Stefanie Williams
- Department of Psychology, Sport, and Geography, University of Hertfordshire, College Lane, Hatfield, Herts AL10 9AB, UK
| | - Wendy Wills
- Centre for Research in Public Health and Community Care, University of Hertfordshire, College Lane, Hatfield, Herts AL10 9AB, UK
| | - Katherine Brown
- Department of Psychology, Sport, and Geography, University of Hertfordshire, College Lane, Hatfield, Herts AL10 9AB, UK
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10
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Almoddahi D, Machuca Vargas C, Sabbah W. Association of dental caries with use of internet and social media among 12 and 15-year-olds. Acta Odontol Scand 2022; 80:125-130. [PMID: 34265227 DOI: 10.1080/00016357.2021.1951349] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
OBJECTIVES To investigate the association of dental caries with use of internet and social media to gain information on oral health and to evaluate the impact of this practice on oral health inequalities among 12 and 15-year-olds. METHODS Data from the Children's Dental Health Survey (CDHS) 2013, England Wales and Northern Ireland were used. The survey included sociodemographic, health behaviours, use of internet and social media, and clinical dental data. The association between the prevalence of caries experience (DMFT ≥ 1) and the number of untreated dental decay with use of internet and social media was assessed adjusting for age, gender, country, deprivation, toothbrushing, dental visits and consumption of sugary drinks and food. RESULTS A total of 4414 children were included in the analysis. Children who reported using internet and social media to gain information on oral health had significantly higher odds for caries experience (1.29, 95%CI: 1.03-1.62) in the model adjusting for age, gender and country. After adjusting for behavioural and socioeconomic factors the relationship remained positive, but not statistically significant. The use of internet and social media was not significantly associated with the number of untreated caries. Social gradients in oral health remained significant after adjusting for use of internet and social media. CONCLUSIONS The association between use of internet and social media, and dental caries could be mediated by health behaviours. Younger adults and children may be using the Internet and social media seeking information on dental caries, but longer online hours may also increase the caries risk. Internet-based health interventions should be supported by preventive strategies to promote effective and positive internet use.
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Affiliation(s)
- Deena Almoddahi
- Faculty of Dentistry, Oral and Craniofacial Sciences, King’s College London, London, UK
| | - Carolina Machuca Vargas
- Faculty of Dentistry, Oral and Craniofacial Sciences, King’s College London, London, UK
- University of Portsmouth Dental Academy, University of Portsmouth, Portsmouth, UK
| | - Wael Sabbah
- Faculty of Dentistry, Oral and Craniofacial Sciences, King’s College London, London, UK
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11
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Hamamura T, Suganuma S, Takano A, Matsumoto T, Shimoyama H. The effectiveness of a web-based intervention for Japanese adults with problem drinking: An online randomized controlled trial. Addict Behav Rep 2022; 15:100400. [PMID: 35005191 PMCID: PMC8717418 DOI: 10.1016/j.abrep.2021.100400] [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: 09/15/2021] [Revised: 11/17/2021] [Accepted: 12/10/2021] [Indexed: 11/29/2022] Open
Abstract
We conducted an online randomized controlled trial for a web-based intervention. The intervention comprised normative comparison, psychoeducation, and a short quiz. Participants were Japanese adults aged 20 years or older and scored AUDIT ≥ 8. The weekly drinking quantity at the two- and six-month follow-ups decreased.
Aims This study aimed (1) to delineate how a web-based intervention affects the problem drinking behaviors of Japanese adults and (2) to examine the moderating effects of disorder levels and alcohol outcome expectancies on intervention outcomes. Methods We implemented an online two-armed parallel-group randomized controlled trial with 546 Japanese adults. Adults aged 20 years or older and who scored eight or higher on the Alcohol Use Disorder Identification Test were included in this study. Participants were randomly allocated to the intervention group or the waitlist/control group. The intervention comprised assessment of drinking behavior, personalized normative feedback, psychoeducation about the consequences of problem drinking, and a short quiz. The outcomes were weekly drinking quantity and abstinent days, largest drinking quantity in one day, and alcohol-related consequences reported at baseline and at one-, two-, and six-month follow-ups. A mixed-effects model regression was conducted to compare the intervention and control groups. Results The attrition rates at each follow-up were 52.93%, 49.45%, and 32.60%, respectively. The time × condition interaction effect on weekly drinking quantity was significant at the two- and six-month follow-ups, d = 0.28, 95% CI [0.04, 0.51], d = 0.34, 95% CI [0.05, 0.63], respectively. Moderations related to the intervention effect were not statistically significant. Conclusion A web-based intervention was found to be effective for two and six months only on drinking quantity measures of Japanese adults with problem drinking. Limitations including high drop-out rates in are discussed.
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Affiliation(s)
- Toshitaka Hamamura
- National Center for Cognitive Behavior Therapy and Research, National Center of Neurology and Psychiatry, Tokyo, Japan.,Japan Society for the Promotion of Science, Tokyo, Japan
| | | | - Ayumi Takano
- Department of Mental Health and Psychiatric Nursing, Tokyo Medical and Dental University, Tokyo, Japan
| | - Toshihiko Matsumoto
- Department of Drug Dependence Research, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Haruhiko Shimoyama
- Department of Integrated Educational Sciences, University of Tokyo, Tokyo, Japan
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12
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Schulte MH, Boumparis N, Huizink AC, Riper H. Technological Interventions for the Treatment of Substance Use Disorders. COMPREHENSIVE CLINICAL PSYCHOLOGY 2022. [PMCID: PMC7500918 DOI: 10.1016/b978-0-12-818697-8.00010-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Substance use disorders (SUDs) pose a major public health concern. In recent years, technological (i.e., e-health) interventions have emerged and are increasingly offered in a variety of settings, including substance use treatment. E-health interventions encompass a wide variety of advantages depending on the chosen delivery format. This chapter discusses existing interventions and the effectiveness of delivering them as an e-health intervention, with a focus on randomized controlled trials, for the treatment of alcohol, cannabis, opioid, psychostimulant, or poly-substance use, as well as in transdiagnostic interventions. Based on the literature, suggestions for future research and clinical implications are discussed.
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13
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Cunningham JA, Schell C, Bertholet N, Wardell JD, Quilty LC, Agic B, Godinho A. Online personalized feedback intervention to reduce risky cannabis use. Randomized controlled trial. Internet Interv 2021; 26:100484. [PMID: 34824985 PMCID: PMC8605234 DOI: 10.1016/j.invent.2021.100484] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 11/12/2021] [Accepted: 11/12/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND AND AIMS Given the widespread use of cannabis, and the concomitant risks associated with the drug, there is a need to increase the availability of interventions designed to reduce risky cannabis use. One promising intervention in the addictions employs personalized normative feedback to motivate change. METHODS A two-arm randomized controlled trial (RCT) was conducted in which participants who used cannabis in a risky fashion were randomly assigned to one of two groups - those who received an online personalized feedback report in addition to educational materials about risky cannabis use and those who just received the online educational materials. Follow-up assessment occurred at three- and six-months post-randomization. Outcome variables included: number of days cannabis was used in the past 30, risky cannabis use (ASSIST score of four or more), and participant estimates of the proportion of cannabis users among those of the same age and gender. RESULTS A total of 744 participants with risky cannabis use were recruited for the trial using online advertisements. There were no significant differences between intervention and educational materials only groups at three- and six-month follow-ups for the outcome variables, number of days used cannabis in the last 30 (p = 0.927) and proportion of participants engaging in risky cannabis use (p = 0.557). At three and six month follow-ups, participants who received the feedback intervention were more likely than those in the educational materials group to estimate that a larger proportion of people their age and gender did not use cannabis in the last year (p = 0.028). DISCUSSION AND CONCLUSION While there was some evidence that the personalized feedback intervention modified normative perceptions about cannabis use, there did not appear to be support for the prediction that the intervention reduced cannabis consumption.
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Affiliation(s)
- John A. Cunningham
- National Addiction Centre, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, United Kingdom
- Centre for Addiction and Mental Health, Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
| | - Christina Schell
- Centre for Addiction and Mental Health, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Canada
| | - Nicolas Bertholet
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Lausanne, Vaud, Switzerland
| | - Jeffrey D. Wardell
- Centre for Addiction and Mental Health, Toronto, Canada
- Department of Psychology, York University, Toronto, Canada
| | - Lena C. Quilty
- Centre for Addiction and Mental Health, Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Canada
| | - Branka Agic
- Centre for Addiction and Mental Health, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Canada
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14
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Cunningham JA, Godinho A, Hendershot CS, Kay-Lambkin F, Neighbors C, Griffiths KM, Schell C. Randomized controlled trial of online interventions for co-occurring depression and hazardous alcohol consumption: Primary outcome results. Internet Interv 2021; 26:100477. [PMID: 34786350 PMCID: PMC8579144 DOI: 10.1016/j.invent.2021.100477] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/30/2021] [Accepted: 11/01/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND AND AIMS The current trial tested the benefits of offering a brief online intervention for hazardous alcohol consumption along with one for depression among people experiencing both conditions. METHODS Online advertisements were used to recruit people with persistent low mood. Those who also had current hazardous alcohol consumption were identified and invited to take part in the trial (those not eligible were offered access to the online depression intervention). Participants were randomized to an established intervention for depression (MoodGYM; M-only) or to receive MoodGYM plus a brief personalized feedback intervention for hazardous drinking (Check Your Drinking; M + CYD). Participants were followed-up at three and six months. RESULTS While levels of depression symptoms (p < .001) and hazardous alcohol consumption (p < .001) reduced in both the M-only and the M + CYD groups, there was no difference between groups on drinking (p = .374) or depression outcomes (p = .752). Further, participants who were provided both interventions logged into the intervention website less often (M = 4.1, SD = 3.9) compared to participants only offered the depression intervention (M = 4.9, SD = 5.2), t (986) = 2.47, p = .014. However, there was no significant difference (p > .05) in the number of MoodGYM modules completed between the two groups. DISCUSSION AND CONCLUSION The current trial found no benefit to providing a brief online intervention for hazardous alcohol consumption alongside one for depression among people experiencing these co-occurring disorders. Further, the finding that adding an online intervention for drinking to one for depression led to a small reduction in the number of times the interventions were accessed implies the need for caution when deciding how best to provide online help to those with co-occurring depression and hazardous alcohol consumption.Trial Registration: ClinicalTrials.govNCT03421080.
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Affiliation(s)
- John A. Cunningham
- National Addiction Centre, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, United Kingdom
- Centre for Addiction and Mental Health, Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
- Corresponding author at: National Addiction Centre, Institute of Psychiatry, Psychology and Neuroscience, Kings College London, London, United Kingdom.
| | | | - Christian S. Hendershot
- Centre for Addiction and Mental Health, Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
- Department of Psychiatry and Bowles Center for Alcohol Studies, University of North Carolina, Chapel Hill, USA
| | | | | | - Kathleen M. Griffiths
- Research School of Public Health, Australian National University, Canberra, Australia
| | - Christina Schell
- Centre for Addiction and Mental Health, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
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15
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Crouse JJ, Morley KC, Buckley N, Dawson A, Seth D, Monds LA, Tickell A, Kay-Lambkin F, Chitty KM. Online interventions for people hospitalized for deliberate self-harm and problematic alcohol use: Lessons learned from the iiAIM trial. Bull Menninger Clin 2021; 85:123-142. [PMID: 34032460 DOI: 10.1521/bumc.2021.85.2.123] [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] [Indexed: 12/31/2022]
Abstract
Deliberate self-harm and suicide affect all age groups, sexes, and regions, and their prevention is a global health priority. Acute alcohol misuse and chronic alcohol misuse are strong, modifiable risk factors, and Internet interventions aiming to reduce alcohol misuse and comorbid mental health problems (e.g., depression) are a promising and effective treatment modality. The research team aimed to evaluate the feasibility and effectiveness of an Internet-based comorbidity intervention primarily aiming to reduce alcohol consumption, and secondarily to reduce readmission for deliberate self-harm and improve psychological outcomes among people hospitalized for deliberate self-harm who also engage in problematic alcohol use. However, due to several barriers to recruitment, the trial could not be completed and was discontinued. The authors present a "Lessons Learned" discussion and describe the Internet Intervention for Alcohol Improvement (iiAIM) trial, discuss the key barriers experienced by the research team, and recommend potential solutions that may help future trials in this area.
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Affiliation(s)
- Jacob J Crouse
- University of Sydney, Youth Mental Health and Technology Team, Brain & Mind Centre, Central Clinical School, Sydney, NSW, Australia
| | - Kirsten C Morley
- University of Sydney, Discipline of Addiction Medicine, Central Clinical School, Sydney, NSW, Australia
| | - Nicholas Buckley
- University of Sydney Faculty of Medicine and Health, Discipline of Pharmacology, Translational Australian Clinical Toxicology Program, Sydney, NSW, Australia
| | - Andrew Dawson
- University of Sydney Faculty of Medicine and Health, Discipline of Pharmacology, Translational Australian Clinical Toxicology Program, Sydney, NSW, Australia.,Royal Prince Alfred Hospital, Drug Health Services, Sydney, NSW, Australia
| | - Devanshi Seth
- Royal Prince Alfred Hospital, Drug Health Services, Sydney, NSW, Australia.,University of Sydney, Centenary Institute of Cancer Medicine and Cell Biology, Sydney, NSW, Australia, and the University of Sydney, Faculty of Medicine and Health, Sydney, NSW, Australia
| | - Lauren A Monds
- University of Sydney, Discipline of Addiction Medicine, Central Clinical School, Sydney, NSW, Australia
| | - Ashleigh Tickell
- University of Sydney, Youth Mental Health and Technology Team, Brain & Mind Centre, Central Clinical School, Sydney, NSW, Australia
| | - Frances Kay-Lambkin
- University of Newcastle, Centre for Brain and Mental Health Priority Research Centre, Newcastle, Australia
| | - Kate M Chitty
- University of Sydney Faculty of Medicine and Health, Discipline of Pharmacology, Translational Australian Clinical Toxicology Program, Sydney, NSW, Australia
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16
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Saxton J, Rodda SN, Booth N, Merkouris SS, Dowling NA. The efficacy of Personalized Normative Feedback interventions across addictions: A systematic review and meta-analysis. PLoS One 2021; 16:e0248262. [PMID: 33793583 PMCID: PMC8016245 DOI: 10.1371/journal.pone.0248262] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 02/23/2021] [Indexed: 12/11/2022] Open
Abstract
Personalized Normative Feedback (PNF) may help address addictive disorders. PNF highlights discrepancies between perceived and actual peer norms, juxtaposed against self-reported behavior. PNF can be self-directed and cost-efficient. Our study estimates the efficacy of PNF alone, and in combination with other self-directed interventions, to address frequency and symptom severity of hazardous alcohol use, problem gambling, illicit drug and tobacco use. We searched electronic databases, grey literature, and reference lists of included articles, for randomized controlled trials published in English (January 2000-August 2019). We assessed study quality using the Cochrane Risk of Bias tool. Thirty-four studies met inclusion criteria (k = 28 alcohol, k = 3 gambling, k = 3 cannabis, k = 0 tobacco). Thirty studies provided suitable data for meta-analyses. PNF alone, and with additional interventions, reduced short-term alcohol frequency and symptom severity. PNF with additional interventions reduced short-term gambling symptom severity. Effect sizes were small. PNF did not alter illicit drug use. Findings highlight the efficacy of PNF to address alcohol frequency and symptom severity. The limited number of studies suggest further research is needed to ascertain the efficacy of PNF for gambling and illicit drug use. Cost-effectiveness analyses are required to determine the scale of PNF needed to justify its use in various settings.
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Affiliation(s)
- Jenny Saxton
- School of Population Health, University of Auckland, Auckland, New Zealand
| | - Simone N. Rodda
- School of Population Health, University of Auckland, Auckland, New Zealand
- School of Psychology, Deakin University, Geelong, Australia
- * E-mail:
| | - Natalia Booth
- School of Population Health, University of Auckland, Auckland, New Zealand
| | | | - Nicki A. Dowling
- School of Psychology, Deakin University, Geelong, Australia
- Melbourne Graduate School of Education, University of Melbourne, Parkville, Australia
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17
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Humphreys G, Evans R, Makin H, Cooke R, Jones A. Identification of Behavior Change Techniques From Successful Web-Based Interventions Targeting Alcohol Consumption, Binge Eating, and Gambling: Systematic Review. J Med Internet Res 2021; 23:e22694. [PMID: 33560243 PMCID: PMC7902193 DOI: 10.2196/22694] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 12/01/2020] [Accepted: 12/07/2020] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Web-based interventions are thought to overcome barriers to treatment, such as accessibility and geographical location, which can undermine the effectiveness of traditional face-to-face interventions. Owing to these features, researchers are increasingly testing the efficacy of web-based interventions as ways to reduce alcohol misuse, binge eating, and gambling. However, many web-based interventions have poorly defined mechanisms of action; therefore, it is often uncertain how they propose to bring about behavior change. OBJECTIVE This systematic review aims to identify effective behavior change techniques (BCTs) present in web-based interventions aimed at reducing alcohol consumption, binge eating, or gambling. METHODS This systematic review covered research conducted in the last 20 years. Inclusion criteria for interventions were web-based administration; targeting alcohol use, binge eating, and/or gambling; and reporting on baseline and postintervention measures of behavior. The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analyses) guidelines were followed. We coded intervention effectiveness, study quality, and BCTs present in the interventions. RESULTS Following removal of 4152 ineligible articles, 45 were included in the review: 32 (71%) targeted alcohol misuse, 6 (13%) targeted binge eating, and 7 (16%) targeted gambling. In total, 5 frequency counts were performed to identify the most commonly used BCTs: all studies, effective interventions, high-quality studies at 2 thresholds, and both high quality and effective studies. The results obtained from this were integrated to identify 7 BCTs. These 7 BCTs were problem solving, feedback on behavior, self-monitoring of behavior, self-monitoring of outcomes, instruction on how to perform a behavior, information about social and health consequences, and social comparison. A total of 4 BCTs were found in all frequency counts: feedback on behavior, self-monitoring of behavior, instruction on how to perform a behavior, and social comparison. Self-monitoring of outcomes of behavior was found in 3 of the 5 frequency counts, problem solving was found in 2 frequency counts, and information about social and health consequences was found in 1 frequency count. CONCLUSIONS This systematic review identified 7 of the most frequently used BCTs used in web-based interventions focused on alcohol misuse, binge eating, and gambling. These results can inform the development of evidence-based eHealth interventions that have the potential to lead to effective, positive behavior changes in all 3 areas.
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Affiliation(s)
| | - Rebecca Evans
- School of Psychology, University of Liverpool, Liverpool, United Kingdom
| | - Harriet Makin
- School of Psychology, University of Liverpool, Liverpool, United Kingdom
| | - Richard Cooke
- School of Psychology, University of Liverpool, Liverpool, United Kingdom
| | - Andrew Jones
- School of Psychology, University of Liverpool, Liverpool, United Kingdom
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18
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GONÇALVES MF, BEDENDO A, ANDRADE ALM, NOTO AR. Factors associated with adherence to a web-based alcohol intervention among college students. ESTUDOS DE PSICOLOGIA (CAMPINAS) 2021. [DOI: 10.1590/1982-0275202138e190134] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023] Open
Abstract
Abstract This study aimed to evaluate the association between student characteristics and recruitment strategies in the adherence of college students to a web-based alcohol intervention. Participants were 46,329 Brazilian students aged from 18 to 30, who consumed alcohol during the past three months. Three recruitment strategies were implemented: open invitations, and personally-addressed invitations with or without non-monetary incentives. We evaluated the educational, sociodemographic, motivational, and alcohol consumption effects on adherence using logistic regression models. Women (aOR = 1.09 [1.04; 1.14]), students with higher income (aOR = 1.32 [1.21; 1.45]), and more motivated students (aOR = 1.04 [1.03; 1.05]) were more adherent to the intervention, as well as those reporting binge drinking (aOR = 1.26 [1.19; 1.33]) and alcohol hazardous use (aOR = 1.11 [1.05; 1.18]). The use of incentives was the main factor associated with adherence (aOR = 3.69 [2.46; 5.55]). Our results may help the development of future web-based interventions related to alcohol use.
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Affiliation(s)
| | - André BEDENDO
- Universidade Federal de São Paulo, Brasil; University of York, United Kingdom
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19
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Younes N, Claude LA, Paoletti X. Reading, Conducting, and Developing Systematic Review and Individual Patient Data Meta-Analyses in Psychiatry for Treatment Issues. Front Psychiatry 2021; 12:644980. [PMID: 34393841 PMCID: PMC8360265 DOI: 10.3389/fpsyt.2021.644980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 06/23/2021] [Indexed: 11/22/2022] Open
Abstract
Introduction: Individual participant data meta-analyses (IPD-MAs) include the raw data from relevant randomised clinical trials (RCTs) and involve secondary analyses of the data. Performed since the late 1990s, ~50 such meta-analyses have been carried out in psychiatry, mostly in the field of treatment. IPD-MAs are particularly relevant for three objectives: (1) evaluation of the average effect of an intervention by combining effects from all included trials, (2) evaluation of the heterogeneity of an intervention effect and sub-group analyses to approach personalised psychiatry, (3) mediation analysis or surrogacy evaluation to replace a clinical (final) endpoint for the evaluation of new treatments with intermediate or surrogate endpoints. The objective is to describe the interest and the steps of an IPD-MA method applied to the field of psychiatric therapeutic research. Method: The method is described in three steps. First, the identification of the relevant trials with an explicit description of the inclusion/exclusion criteria for the RCT to be incorporated in the IPD-MA and a definition of the intervention, the population, the context and the relevant points (outcomes or moderators). Second, the data management with the standardisation of collected variables and the evaluation and the assessment of the risk-of-bias for each included trial and of the global risk. Third, the statistical analyses and their interpretations, depending on the objective of the meta-analysis. All steps are illustrated with examples in psychiatry for treatment issues, excluding study protocols. Conclusion: The meta-analysis of individual patient data is challenging. Only strong collaborations between all stakeholders can make such a process efficient. An "ecosystem" that includes all stakeholders (questions of interest prioritised by the community, funders, trialists, journal editors, institutions, …) is required. International medical societies can play a central role in favouring the emergence of such communities.
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Affiliation(s)
- Nadia Younes
- Université Versailles Saint Quentin, Université Paris Saclay, CESP, Team DevPsy, Villejuif, France.,Centre Hospitalier Versailles, Service Hospitalo-Universitaire de Psychiatrie de l'Adulte et d'Addictologie, Le Chesnay, France.,UFR Sciences de la Santé S Veil, Université Versailles Saint Quentin, Paris Saclay, Gif-sur-Yvette, France
| | - Laurie-Anne Claude
- Université Versailles Saint Quentin, Université Paris Saclay, CESP, Team DevPsy, Villejuif, France.,Centre Hospitalier Versailles, Service Hospitalo-Universitaire de Psychiatrie de l'Adulte et d'Addictologie, Le Chesnay, France
| | - Xavier Paoletti
- UFR Sciences de la Santé S Veil, Université Versailles Saint Quentin, Paris Saclay, Gif-sur-Yvette, France.,Institut Curie, Biostatistics, Team Statistical Methods for Precision Medicine, St Cloud, France.,INSERM U900, Statistical Methods for Personalised Medicine Team (STAMPM), St Cloud, France
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20
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Bertholet N, Schmutz E, Grazioli VS, Faouzi M, McNeely J, Gmel G, Daeppen JB, Cunningham JA. Smartphone-based secondary prevention intervention for university students with unhealthy alcohol use identified by screening: study protocol of a parallel group randomized controlled trial. Trials 2020; 21:191. [PMID: 32066490 PMCID: PMC7027100 DOI: 10.1186/s13063-020-4145-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 02/05/2020] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Unhealthy alcohol use is a leading cause of morbidity and mortality among young people, including university students. Delivering secondary prevention interventions against unhealthy alcohol use is challenging. Information technology has the potential to reach large parts of the general population. The present study is proposed to test a proactive secondary prevention smartphone-based intervention against unhealthy alcohol use. METHODS This is a parallel-group, randomized controlled trial (1:1 allocation ratio) among 1696 university students with unhealthy alcohol use, identified by screening and followed up at 3, 6, and 12 months. Participants will be randomized to receive access to a smartphone-based intervention or to a no intervention control condition. The primary outcome will be self-reported volume of alcohol drunk over the past 30 days, reported as the mean number of standard drinks per week over the past 30 days, measured at 6 months. Secondary outcomes will be number of heavy drinking days over the past 30 days, at 6 months. Additional outcomes will be maximum number of drinks on any day over the past 30 days, alcohol-related consequences (measured using the Short Inventory of Problems (SIP-2R), and academic performance. DISCUSSION The aim of this trial is to close the evidence gap on the efficacy of smartphone-based secondary prevention interventions. If proven effective, smartphone-based interventions have the potential to reach a large portion of the population, completing what is available on the Internet. TRIAL REGISTRATION ISRCTN, 10007691. Registered on 2 December 2019. Recruitment will start in April 2020.
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Affiliation(s)
- Nicolas Bertholet
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
| | - Elodie Schmutz
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Véronique S Grazioli
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Mohamed Faouzi
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Jennifer McNeely
- Department of Population Health, Section on Tobacco, Alcohol and Drug Use, New York University (NYU) Grossman School of Medicine, New York, NY, 10016, USA
| | - Gerhard Gmel
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Jean-Bernard Daeppen
- Addiction Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - John A Cunningham
- Center for Addiction and Mental Health, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
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Bertholet N, Daeppen JB, Studer J, Williams EC, Cunningham JA, Gmel G, Burnand B. A randomized trial of brief web-based prevention of unhealthy alcohol use: Participant self-selection compared to a male young adult source population. Internet Interv 2019; 19:100298. [PMID: 31871901 PMCID: PMC6909170 DOI: 10.1016/j.invent.2019.100298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 11/22/2019] [Accepted: 11/25/2019] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND How much a randomized controlled trial (RCT) sample is representative of or differs from its source population is a challenging question, with major implications for generalizability of results. It is particularly crucial for freely-available web-based interventions tested in RCTs since they are designed to reach broad populations and could increase health disparities if they fail to reach the more vulnerable individuals. We assessed the representativeness of a sample of participants in a primary/secondary prevention web-based brief intervention RCT in relation to its source population. Then we compared those recruited to those not recruited in the RCT. METHODS There is a mandatory army recruitment process in Switzerland at age 19 for men. Between August 2010 and July 2011, 12,564 men (source population) attended two recruitment centers and were asked to answer a screening questionnaire on alcohol use. Among 11,819 (94.1%) who completed it, 7027 (59.5%) agreed to participate in a longitudinal cohort study with regular assessments. In 2012, these participants were invited to a web-based brief intervention RCT. Participation was not dependent on the presence or quantity of alcohol use. We assessed the representativeness of the RCT sample in relation to the source population and compared participants recruited/not recruited in the RCT with respect to education level and alcohol use. RESULTS The RCT sample differed from the source population: individuals 20 and over were significantly less represented (34.3% vs 37.9%, p = 0.006), as were those with lower education level (58.6% vs 63.0%, p = 0.0009). The prevalence of any alcohol use was higher in the RCT population (92.3% vs 90.6%, p = 0.03) but unhealthy alcohol use was less represented (37.1% vs 43.2%, p < 0.0001). Differences on alcohol use measures and education were similarly found when those recruited in the RCT were compared to those who were not, including in a multivariable model, showing independent associations between less unhealthy alcohol use and higher education and recruitment in the RCT. CONCLUSIONS RCT participants differed from other members of the source population, with those participating in the RCT having higher prevalence of any alcohol use but lower levels of consumption and lower prevalence of indicators of unhealthy alcohol use. Individuals with higher education were overrepresented in the RCT sample. Selection bias may exist at both ends of the drinking spectrum and individuals with some indicators of greater vulnerability were less likely to participate. Results of web-based studies may not adequately generalize to the general population.Trial registration: The trial was registered at current controlled trials: ISRCTN55991918.
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Affiliation(s)
- Nicolas Bertholet
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital, University of Lausanne, Switzerland,Corresponding author at: Addiction Medicine, Lausanne University Hospital, Bugnon 23 A, 1011 Lausanne, Switzerland.
| | - Jean-Bernard Daeppen
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital, University of Lausanne, Switzerland
| | - Joseph Studer
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital, University of Lausanne, Switzerland
| | - Emily C. Williams
- Health Services Research & Development, Center of Innovation for Veteran-Centered and Value-Driven Care, Veterans Affairs Puget Sound Health Care System, Seattle, WA, USA,Department of Health Services, University of Washington, Seattle, WA, USA
| | - John A. Cunningham
- Centre for Addiction and Mental Health, Toronto, Ontario, Canada,Department of Psychiatry, University of Toronto, Ontario, Canada
| | - Gerhard Gmel
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital, University of Lausanne, Switzerland
| | - Bernard Burnand
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Switzerland
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22
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Grekin ER, Beatty JR, McGoron L, Kugler KC, McClure JB, Pop DE, Ondersma SJ. Testing the efficacy of motivational strategies, empathic reflections, and lifelike features in a computerized intervention for alcohol use: A factorial trial. PSYCHOLOGY OF ADDICTIVE BEHAVIORS 2019; 33:511-519. [PMID: 31436446 DOI: 10.1037/adb0000502] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Although computer delivered brief interventions (CDBIs) have been effective in reducing alcohol use, few studies have examined which components of CDBIs are most associated with drinking reductions. The current factorial trial deconstructed a brief alcohol intervention into component parts to identify main and interaction effects on drinking outcomes. Participants (N = 352) were randomly assigned to 1 of 16 possible combinations of four dichotomous (present vs. absent) CDBI components for which theoretical and empirical support was available: empathic reflections, motivational strategies, a spoken voice, and an animated narrator. We measured main and interaction effects of these components on the primary outcome of self-reported mean drinks per day at 1- and 3-month follow-up, as well as on secondary outcomes, including binge drinking, intentions to reduce drinking, and alcohol consequences. Participants reduced drinking across all alcohol use indices over the 3-month assessment period. These effects were stronger for participants who were exposed to motivational strategies, F = 7.7, p < .001. Empathic reflections, use of a spoken voice, and use of an animated narrator were not associated with reductions in alcohol use, either as main effects or in interaction with other factors. Results suggest that CDBIs using motivational strategies are effective in reducing alcohol use. However, empathic reflections and lifelike characteristics (e.g., narrator, voice) may operate differently in CDBIs than they do in person-delivered interventions. More research is needed to better understand how these (or other factors) may influence efficacy. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
| | | | - Lucy McGoron
- Merrill Palmer Skillman Institute, Wayne State University
| | - Kari C Kugler
- Department of Biobehavioral Health, The Pennsylvania State University
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Bertholet N, Cunningham JA, Adam A, McNeely J, Daeppen JB. Electronic screening and brief intervention for unhealthy alcohol use in primary care waiting rooms - A pilot project. Subst Abus 2019; 41:347-355. [PMID: 31364948 DOI: 10.1080/08897077.2019.1635963] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Background: In primary care, electronic self-administered screening and brief interventions for unhealthy alcohol may overcome some of the implementation barriers of face-to-face intervention. We developed an anonymous electronic self-administered screening brief intervention device for unhealthy alcohol use and assessed its feasibility and acceptability in primary care practice waiting rooms. Two modes of delivery were compared: with or without the presence of a research assistant (RA) to make patients aware of the device's presence and help users. Using the device was optional. Methods: The devices were placed in 10 participating primary care practices waiting rooms for 6 weeks, and were accessible on a voluntary basis. Number of appointments by each practice during the course of the study was recorded. Access to the electronic brief intervention was voluntary among those who screened positive. Screening and brief intervention rates and characteristics of users were compared across the modes of delivery. Results: During the study, there were 7270 appointments and 1511 individuals used the device (20.8%). Mean age of users was 45.3 (19.5), and 57.9% screened positive for unhealthy alcohol use. Of them, 53.8% accessed the brief intervention content. The presence of the RA had a major impact on the device's usage (59.6% vs 17.4% when absent). When the RA was present, participants were less likely to screen positive (49.4% vs 60.7%, P = 0.0003) but more likely to access the intervention (62.7% vs 51.4%, P = 0.009). Results from the satisfaction survey indicated that users found the device easy to use (93.5%), questions useful (89-95%) and 77.2% reported that their friends would be willing to use it. Conclusions: This pilot project indicates that the implementation of an electronic screening and brief intervention device for unhealthy alcohol is feasible and acceptable in primary care practices but that, without human support, its use is rather limited.
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Affiliation(s)
- Nicolas Bertholet
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - John A Cunningham
- Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Department of Psychiatry, University of Toronto, Ontario, Canada
| | - Angéline Adam
- Department of Population Health, New York University School of Medicine, New York, New York, USA
| | - Jennifer McNeely
- Department of Population Health, New York University School of Medicine, New York, New York, USA
| | - Jean-Bernard Daeppen
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
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Bertholet N, Godinho A, Cunningham JA. Smartphone application for unhealthy alcohol use: Pilot randomized controlled trial in the general population. Drug Alcohol Depend 2019; 195:101-105. [PMID: 30611977 DOI: 10.1016/j.drugalcdep.2018.12.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Revised: 11/19/2018] [Accepted: 12/03/2018] [Indexed: 11/24/2022]
Abstract
BACKGROUND There is limited evidence of the efficacy of smartphone applications to reduce unhealthy alcohol use. We tested the efficacy of providing access to a smartphone-based brief intervention for unhealthy alcohol use. METHODS We conducted a two parallel-group randomized controlled trial with follow-up at 6 months, among 977 individuals with an Alcohol Use Disorder Identification Test ≥8 and drinking 15 or more drinks/week. Participants were randomized to receive (or not) access to a smartphone application consisting of personalized feedback, risk assessment and self-monitoring. The primary outcome was the mean number of drinks/week. An intention to treat analysis (ITT) and a per protocol analysis (PP) were conducted. RESULTS Mean age of participants was 34.2(9.8), 46% were female. The baseline mean number of drinks per week was 28.9(16.7). Results differed by type of analysis: ITT: all 977 participants were included in the analysis. Follow-up rate was 70.7% (n = 691). There was no significant intervention effect: the Incidence Rate Ratio (IRR) (95%CI) for number of drinks per week was 0.93(0.84; 1.03). PP: 702 participants were included in the analysis. Follow-up rate was 78.1% (n = 548). There was a significant intervention effect: the IRR for number of drinks per week was 0.88(0.78; 0.99). CONCLUSIONS Providing access to a smartphone-based brief intervention had no impact on drinking at 6 months and does not appear to be an effective intervention in reducing drinking. Those who downloaded the app appear to benefit from it, nevertheless downloads were limited and further development of similar apps should focus on increasing use.
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Affiliation(s)
- Nicolas Bertholet
- Alcohol Treatment Center, Department of Community Medicine and Health, Lausanne University Hospital, Lausanne, Switzerland.
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25
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Effectiveness and treatment moderators of internet interventions for adult problem drinking: An individual patient data meta-analysis of 19 randomised controlled trials. PLoS Med 2018; 15:e1002714. [PMID: 30562347 PMCID: PMC6298657 DOI: 10.1371/journal.pmed.1002714] [Citation(s) in RCA: 150] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Accepted: 11/13/2018] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Face-to-face brief interventions for problem drinking are effective, but they have found limited implementation in routine care and the community. Internet-based interventions could overcome this treatment gap. We investigated effectiveness and moderators of treatment outcomes in internet-based interventions for adult problem drinking (iAIs). METHODS AND FINDINGS Systematic searches were performed in medical and psychological databases to 31 December 2016. A one-stage individual patient data meta-analysis (IPDMA) was conducted with a linear mixed model complete-case approach, using baseline and first follow-up data. The primary outcome measure was mean weekly alcohol consumption in standard units (SUs, 10 grams of ethanol). Secondary outcome was treatment response (TR), defined as less than 14/21 SUs for women/men weekly. Putative participant, intervention, and study moderators were included. Robustness was verified in three sensitivity analyses: a two-stage IPDMA, a one-stage IPDMA using multiple imputation, and a missing-not-at-random (MNAR) analysis. We obtained baseline data for 14,198 adult participants (19 randomised controlled trials [RCTs], mean age 40.7 [SD = 13.2], 47.6% women). Their baseline mean weekly alcohol consumption was 38.1 SUs (SD = 26.9). Most were regular problem drinkers (80.1%, SUs 44.7, SD = 26.4) and 19.9% (SUs 11.9, SD = 4.1) were binge-only drinkers. About one third were heavy drinkers, meaning that women/men consumed, respectively, more than 35/50 SUs of alcohol at baseline (34.2%, SUs 65.9, SD = 27.1). Post-intervention data were available for 8,095 participants. Compared with controls, iAI participants showed a greater mean weekly decrease at follow-up of 5.02 SUs (95% CI -7.57 to -2.48, p < 0.001) and a higher rate of TR (odds ratio [OR] 2.20, 95% CI 1.63-2.95, p < 0.001, number needed to treat [NNT] = 4.15, 95% CI 3.06-6.62). Persons above age 55 showed higher TR than their younger counterparts (OR = 1.66, 95% CI 1.21-2.27, p = 0.002). Drinking profiles were not significantly associated with treatment outcomes. Human-supported interventions were superior to fully automated ones on both outcome measures (comparative reduction: -6.78 SUs, 95% CI -12.11 to -1.45, p = 0.013; TR: OR = 2.23, 95% CI 1.22-4.08, p = 0.009). Participants treated in iAIs based on personalised normative feedback (PNF) alone were significantly less likely to sustain low-risk drinking at follow-up than those in iAIs based on integrated therapeutic principles (OR = 0.52, 95% CI 0.29-0.93, p = 0.029). The use of waitlist control in RCTs was associated with significantly better treatment outcomes than the use of other types of control (comparative reduction: -9.27 SUs, 95% CI -13.97 to -4.57, p < 0.001; TR: OR = 3.74, 95% CI 2.13-6.53, p < 0.001). The overall quality of the RCTs was high; a major limitation included high study dropout (43%). Sensitivity analyses confirmed the robustness of our primary analyses. CONCLUSION To our knowledge, this is the first IPDMA on internet-based interventions that has shown them to be effective in curbing various patterns of adult problem drinking in both community and healthcare settings. Waitlist control may be conducive to inflation of treatment outcomes.
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Rumpf HJ, Bischof A, Bischof G, Besser B, Brand D, Rehbein F. Early Intervention in Gaming Disorder: What Can We Learn from Findings in the Substance Abuse Field? CURRENT ADDICTION REPORTS 2018. [DOI: 10.1007/s40429-018-0229-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Bertholet N, Studer J, Cunningham JA, Gmel G, Burnand B, Daeppen JB. Four-year follow-up of an internet-based brief intervention for unhealthy alcohol use in young men. Addiction 2018; 113:1517-1521. [PMID: 29396897 DOI: 10.1111/add.14179] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Revised: 09/29/2017] [Accepted: 01/31/2018] [Indexed: 11/27/2022]
Abstract
AIM To estimate the long-term efficacy of an internet-based brief intervention (IBI) in decreasing alcohol use among men on (1) number of drinks/week and (2) monthly or more binge drinking prevalence. In addition, overall changes in alcohol use were assessed. DESIGN Participants in a cohort study were recruited in a two parallel-group randomized controlled trial of an IBI versus no-intervention control condition, showing a positive intervention effect at 6 months. As part of the regular cohort assessments, participants were re-assessed 47 months after the initial trial, offering an opportunity to determine long-term efficacy. SETTING Young Swiss men from the general population. PARTICIPANTS Of 737 randomized trial participants with unhealthy alcohol use (> 14 drinks/week or ≥ 6 drinks/occasion at least monthly, or Alcohol Use Disorders Identification Test (AUDIT) ≥ 8), 626 completed a cohort assessment at mean ± standard deviation (SD) = 47.4 ± 2.6) months after their randomized trial baseline assessment. INTERVENTION IBI included normative and personalized feedback on alcohol use, risk indicators, information about alcohol and health and recommendations; controls: assessment only. MEASUREMENTS Self-reported number of drinks/week and monthly or more binge drinking prevalence. FINDINGS Comparisons at follow-up were adjusted for baseline drinking. Missing values were replaced with the last observation carried forward. There was no evidence of differences between the IBI and control group on either the number of drinks/week [IBI: 10.8 (14.2); control: 10.7 (14.1), P = 0.8] or monthly or more binge drinking prevalence (IBI: 65.1%; control: 63.5%, P = 0.5). Although there was no evidence of overall change from baseline in number of drinks/week [9.8 (7.9) at baseline, 10.8 (14.1) at 47 months, P = 0.051], there was evidence that monthly or more binge drinking prevalence had decreased during the follow-up time (84.9% at baseline, 64.3% at 47 months, P < 0.001). CONCLUSIONS An internet-based brief intervention directed at unhealthy alcohol use among young men does not appear to reduce drinking over the long-term.
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Affiliation(s)
- Nicolas Bertholet
- Alcohol Treatment Center, Lausanne University Hospital, Lausanne, Switzerland
| | - Joseph Studer
- Alcohol Treatment Center, Lausanne University Hospital, Lausanne, Switzerland
| | - John A Cunningham
- Center for Addiction and Mental Health, Toronto, Ontario, Canada.,University of Toronto, Ontario, Canada
| | - Gerhard Gmel
- Alcohol Treatment Center, Lausanne University Hospital, Lausanne, Switzerland
| | - Bernard Burnand
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Lausanne, Switzerland
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Cunningham JA, Hendershot CS, Kay-Lambkin F, Neighbors C, Griffiths KM, Bennett K, Bennett A, Godinho A, Schell C. Does providing a brief internet intervention for hazardous alcohol use to people seeking online help for depression reduce both alcohol use and depression symptoms among participants with these co-occurring disorders? Study protocol for a randomised controlled trial. BMJ Open 2018; 8:e022412. [PMID: 30030322 PMCID: PMC6059322 DOI: 10.1136/bmjopen-2018-022412] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Revised: 05/16/2018] [Accepted: 06/20/2018] [Indexed: 01/26/2023] Open
Abstract
INTRODUCTION Hazardous alcohol consumption is common among people experiencing depression, often acting to exacerbate depressive symptoms. While many people with these co-occurring disorders do not seek face-to-face treatment, they do seek help online. There are effective internet interventions that target hazardous alcohol consumption or depression separately but none that combine these online interventions without the involvement of a therapist. In order to realise the potential of internet interventions, we need to develop an evidence base supporting the efficacy of internet interventions for co-occurring depression and hazardous alcohol use without any therapist involvement. This study aims to evaluate the effects on drinking, and on depressive symptoms, of combining an internet intervention targeting hazardous alcohol consumption with one for depression. METHODS AND ANALYSIS A double blinded, parallel group randomised controlled trial will be used. Participants with current depression who also drink in a hazardous fashion (n=986) will be recruited for a study to 'help improve an online intervention for depression'. Participants will be randomised either to receive an established online intervention for depression (MoodGYM) or to receive MoodGYM plus a brief internet intervention for hazardous alcohol consumption (Check Your Drinking; CYD). Participants will be contacted 3 and 6 months after receiving the interventions to assess changes in drinking and depression symptoms. It is predicted that participants receiving the CYD intervention in addition to MoodGYM will report greater postintervention reductions in alcohol consumption and depressive symptoms compared with those who received MoodGYM only. Hypothesised mediation and moderation effects will also be investigated. Using an intention-to-treat basis for the analyses, the hypotheses will be tested using a generalised linear hypothesis framework, and longitudinal analyses will use either generalised linear mixed modelling or generalised estimating equation approach where appropriate. ETHICS AND DISSEMINATION This research comprises the crucial first steps in developing lower-cost and efficacious internet interventions for people suffering from depression who also drink in a hazardous fashion-promoting the widespread availability of care for those in need. This study has been approved by the standing ethics review committee of the Centre for Addiction and Mental Health, and findings will be disseminated in the form of at least one peer-reviewed article and presentations at conferences. TRIAL REGISTRATION NUMBER NCT03421080; Pre-results.
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Affiliation(s)
- John A Cunningham
- Institute of Mental Health and Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Research School of Public Health, Austalian National University, Canberra, Australian Capital Territory, Australia
| | - Christian S Hendershot
- Institute of Mental Health and Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Frances Kay-Lambkin
- School of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia
| | - Clayton Neighbors
- Department of Psychology, University of Houston, Houston, Texas, USA
| | - Kathleen M Griffiths
- Research School of Public Health, Austalian National University, Canberra, Australian Capital Territory, Australia
| | - Kylie Bennett
- eHub Health Pty Ltd, Canberra, Australian Capital Territory, Australia
| | - Anthony Bennett
- eHub Health Pty Ltd, Canberra, Australian Capital Territory, Australia
| | - Alexandra Godinho
- Institute of Mental Health and Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Christina Schell
- Institute of Mental Health and Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
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Hamamura T, Suganuma S, Takano A, Matsumoto T, Shimoyama H. The Efficacy of a Web-Based Screening and Brief Intervention for Reducing Alcohol Consumption Among Japanese Problem Drinkers: Protocol for a Single-Blind Randomized Controlled Trial. JMIR Res Protoc 2018; 7:e10650. [PMID: 29848471 PMCID: PMC6000480 DOI: 10.2196/10650] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 05/06/2018] [Accepted: 05/08/2018] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The literature shows that computer-delivered interventions with personalized normative feedback can reduce problem drinking for up to 6 months in the West. Meanwhile, no studies have been conducted to examine the effects of such interventions among Japanese problem drinkers. Possible moderators associated with effectiveness of the intervention need to be also explored. OBJECTIVE The purpose of this study is to conduct a trial and examine the efficacy of a brief intervention with personal normative feedback and psychoeducation on several measures of alcohol consumption among Japanese problem drinkers. Additionally, this study will examine whether the level of alcohol use disorder and beliefs about the physical and psychological outcomes of drinking moderate the effect of the intervention on outcome measures. METHODS This study will conduct a single-blind, 2-armed randomized controlled trial. Japanese adults with an Alcohol Use Disorder Identification Test score of 8 or higher will be enrolled in the trial. Participants allocated to the intervention group will receive the intervention immediately after the baseline measurements, and participants allocated to the waitlist group will receive the intervention at the end of the trial. Outcome measures include drinking quantity, drinking frequency, and alcohol-related consequences. Follow-up assessment will take place at 1 month, 2 months, and 6 months following the baseline measurement. The authors will not know the group allocation during trial. The authors will plan to collect a sample of 600 participants. Mixed-effect analyses of variance will be used to examine the main effects of condition, the main effects of time, and the interaction effects between condition and time on outcome variables. RESULTS Enrollment for the trial began on January 6, 2018 and data are expected to be available by August 2018. CONCLUSIONS This study will contribute to the literature by demonstrating the efficacy of Web-based screenings and brief interventions among Japanese problem drinkers and indicating several possible moderators between the intervention and outcomes. This type of Web-based brief intervention has the possibility of being implemented in Japanese schools and workplaces as a prevention tool. TRIAL REGISTRATION UMIN Clinical Trials Registry R000034388; https://upload.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi? recptno=R000034388 (Archived by WebCite at http://www.webcitation.org/6xmOoTfTI). REGISTERED REPORT IDENTIFIER RR1-10.2196/10650.
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Affiliation(s)
- Toshitaka Hamamura
- Division of Clinical Psychology, Department of Integrated Educational Sciences, University of Tokyo, Tokyo, Japan.,Japan Society for the Promotion of Science, Tokyo, Japan
| | - Shinichiro Suganuma
- Division of Clinical Psychology, Department of Integrated Educational Sciences, University of Tokyo, Tokyo, Japan
| | - Ayumi Takano
- Department of Psychiatric Nursing, School of Medicine, Yokohama City University, Yokohama, Japan.,Department of Drug Dependence Research, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Toshihiko Matsumoto
- Department of Drug Dependence Research, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Haruhiko Shimoyama
- Division of Clinical Psychology, Department of Integrated Educational Sciences, University of Tokyo, Tokyo, Japan
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Labhart F, Kuntsche E, Wicki M, Gmel G. Reciprocal Influences of Drinking Motives on Alcohol Use and Related Consequences: A Full Cross-Lagged Panel Study Among Young Adult Men. Behav Med 2017; 43:277-284. [PMID: 26959722 DOI: 10.1080/08964289.2016.1157057] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Using a full cross-lagged model, this study investigates the extent to which drinking motives predict alcohol use and related consequences, and vice versa. At baseline and 15 months later, 4575 men (mean age = 19.4 years) in Switzerland completed a questionnaire assessing drinking motives, average weekly consumption, risky single-occasion drinking, and alcohol-related consequences. Results indicated that social and enhancement motives more strongly influenced alcohol use over time than the other way round. Coping motives predicted an increase in alcohol-related consequences, and vice versa. Higher social motives predicted an increase in coping motives while higher coping motives predicted a decrease in enhancement motives. These results suggest that social and enhancement motives amplify each other in early adulthood and predict increases in risky drinking. Structural measures aimed at reducing opportunities to engage in heavy drinking are recommended. Additionally, the detection of young adult men vulnerable to maladaptive coping behaviors appears important for alcohol prevention strategies.
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Affiliation(s)
| | - Emmanuel Kuntsche
- b Addiction Switzerland and Behavioural Science Institute, Radboud University
| | | | - Gerhard Gmel
- d Addiction Switzerland; Alcohol Treatment Centre, Lausanne University Hospital/CHUV, Switzerland; Centre for Addiction and Mental Health, Toronto; and University of the West of England
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Kaner EFS, Beyer FR, Garnett C, Crane D, Brown J, Muirhead C, Redmore J, O'Donnell A, Newham JJ, de Vocht F, Hickman M, Brown H, Maniatopoulos G, Michie S. Personalised digital interventions for reducing hazardous and harmful alcohol consumption in community-dwelling populations. Cochrane Database Syst Rev 2017; 9:CD011479. [PMID: 28944453 PMCID: PMC6483779 DOI: 10.1002/14651858.cd011479.pub2] [Citation(s) in RCA: 149] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Excessive alcohol use contributes significantly to physical and psychological illness, injury and death, and a wide array of social harm in all age groups. A proven strategy for reducing excessive alcohol consumption levels is to offer a brief conversation-based intervention in primary care settings, but more recent technological innovations have enabled people to interact directly via computer, mobile device or smartphone with digital interventions designed to address problem alcohol consumption. OBJECTIVES To assess the effectiveness and cost-effectiveness of digital interventions for reducing hazardous and harmful alcohol consumption, alcohol-related problems, or both, in people living in the community, specifically: (i) Are digital interventions more effective and cost-effective than no intervention (or minimal input) controls? (ii) Are digital interventions at least equally effective as face-to-face brief alcohol interventions? (iii) What are the effective component behaviour change techniques (BCTs) of such interventions and their mechanisms of action? (iv) What theories or models have been used in the development and/or evaluation of the intervention? Secondary objectives were (i) to assess whether outcomes differ between trials where the digital intervention targets participants attending health, social care, education or other community-based settings and those where it is offered remotely via the internet or mobile phone platforms; (ii) to specify interventions according to their mode of delivery (e.g. functionality features) and assess the impact of mode of delivery on outcomes. SEARCH METHODS We searched CENTRAL, MEDLINE, PsycINFO, CINAHL, ERIC, HTA and Web of Knowledge databases; ClinicalTrials.com and WHO ICTRP trials registers and relevant websites to April 2017. We also checked the reference lists of included trials and relevant systematic reviews. SELECTION CRITERIA We included randomised controlled trials (RCTs) that evaluated the effectiveness of digital interventions compared with no intervention or with face-to-face interventions for reducing hazardous or harmful alcohol consumption in people living in the community and reported a measure of alcohol consumption. DATA COLLECTION AND ANALYSIS We used standard methodological procedures expected by The Cochrane Collaboration. MAIN RESULTS We included 57 studies which randomised a total of 34,390 participants. The main sources of bias were from attrition and participant blinding (36% and 21% of studies respectively, high risk of bias). Forty one studies (42 comparisons, 19,241 participants) provided data for the primary meta-analysis, which demonstrated that participants using a digital intervention drank approximately 23 g alcohol weekly (95% CI 15 to 30) (about 3 UK units) less than participants who received no or minimal interventions at end of follow up (moderate-quality evidence).Fifteen studies (16 comparisons, 10,862 participants) demonstrated that participants who engaged with digital interventions had less than one drinking day per month fewer than no intervention controls (moderate-quality evidence), 15 studies (3587 participants) showed about one binge drinking session less per month in the intervention group compared to no intervention controls (moderate-quality evidence), and in 15 studies (9791 participants) intervention participants drank one unit per occasion less than no intervention control participants (moderate-quality evidence).Only five small studies (390 participants) compared digital and face-to-face interventions. There was no difference in alcohol consumption at end of follow up (MD 0.52 g/week, 95% CI -24.59 to 25.63; low-quality evidence). Thus, digital alcohol interventions produced broadly similar outcomes in these studies. No studies reported whether any adverse effects resulted from the interventions.A median of nine BCTs were used in experimental arms (range = 1 to 22). 'B' is an estimate of effect (MD in quantity of drinking, expressed in g/week) per unit increase in the BCT, and is a way to report whether individual BCTs are linked to the effect of the intervention. The BCTs of goal setting (B -43.94, 95% CI -78.59 to -9.30), problem solving (B -48.03, 95% CI -77.79 to -18.27), information about antecedents (B -74.20, 95% CI -117.72 to -30.68), behaviour substitution (B -123.71, 95% CI -184.63 to -62.80) and credible source (B -39.89, 95% CI -72.66 to -7.11) were significantly associated with reduced alcohol consumption in unadjusted models. In a multivariable model that included BCTs with B > 23 in the unadjusted model, the BCTs of behaviour substitution (B -95.12, 95% CI -162.90 to -27.34), problem solving (B -45.92, 95% CI -90.97 to -0.87), and credible source (B -32.09, 95% CI -60.64 to -3.55) were associated with reduced alcohol consumption.The most frequently mentioned theories or models in the included studies were Motivational Interviewing Theory (7/20), Transtheoretical Model (6/20) and Social Norms Theory (6/20). Over half of the interventions (n = 21, 51%) made no mention of theory. Only two studies used theory to select participants or tailor the intervention. There was no evidence of an association between reporting theory use and intervention effectiveness. AUTHORS' CONCLUSIONS There is moderate-quality evidence that digital interventions may lower alcohol consumption, with an average reduction of up to three (UK) standard drinks per week compared to control participants. Substantial heterogeneity and risk of performance and publication bias may mean the reduction was lower. Low-quality evidence from fewer studies suggested there may be little or no difference in impact on alcohol consumption between digital and face-to-face interventions.The BCTs of behaviour substitution, problem solving and credible source were associated with the effectiveness of digital interventions to reduce alcohol consumption and warrant further investigation in an experimental context.Reporting of theory use was very limited and often unclear when present. Over half of the interventions made no reference to any theories. Limited reporting of theory use was unrelated to heterogeneity in intervention effectiveness.
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Affiliation(s)
- Eileen FS Kaner
- Newcastle UniversityInstitute of Health and SocietyRichardson RoadNewcastle upon TyneUKNE2 4AX
| | - Fiona R Beyer
- Newcastle UniversityInstitute of Health and SocietyRichardson RoadNewcastle upon TyneUKNE2 4AX
| | - Claire Garnett
- University College LondonResearch Department of Clinical, Educational and Health Psychology1‐19 Torrington PlaceLondonUKWC1E 7HB
| | - David Crane
- University College LondonResearch Department of Clinical, Educational and Health Psychology1‐19 Torrington PlaceLondonUKWC1E 7HB
| | - Jamie Brown
- University College LondonResearch Department of Clinical, Educational and Health Psychology1‐19 Torrington PlaceLondonUKWC1E 7HB
| | - Colin Muirhead
- Newcastle UniversityInstitute of Health and SocietyRichardson RoadNewcastle upon TyneUKNE2 4AX
| | - James Redmore
- University of BristolPopulation Health Sciences, Bristol Medical School39 Whatley RoadBristolUKBS8 2PS
| | - Amy O'Donnell
- Newcastle UniversityInstitute of Health and SocietyRichardson RoadNewcastle upon TyneUKNE2 4AX
| | - James J Newham
- King's College LondonPrimary Care & Public Health SciencesAddison House, Guy's campusLondonUKSE1 1UL
| | - Frank de Vocht
- University of BristolSchool of Social and Community Medicine39 Whatley RoadBristolUKBS8 2PS
| | - Matthew Hickman
- University of BristolSchool of Social and Community Medicine39 Whatley RoadBristolUKBS8 2PS
| | - Heather Brown
- Newcastle UniversityInstitute of Health and SocietyRichardson RoadNewcastle upon TyneUKNE2 4AX
| | - Gregory Maniatopoulos
- Newcastle UniversityInstitute of Health and SocietyRichardson RoadNewcastle upon TyneUKNE2 4AX
| | - Susan Michie
- University College LondonResearch Department of Clinical, Educational and Health Psychology1‐19 Torrington PlaceLondonUKWC1E 7HB
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Doherty AM, Mason C, Fear NT, Rona R, Greenberg N, Goodwin L. Are brief alcohol interventions targeting alcohol use efficacious in military and veteran populations? A meta-analysis. Drug Alcohol Depend 2017; 178:571-578. [PMID: 28750345 DOI: 10.1016/j.drugalcdep.2017.05.029] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 05/02/2017] [Accepted: 05/05/2017] [Indexed: 01/01/2023]
Abstract
BACKGROUND Rates of hazardous and harm-related drinking are higher in the military and veteran populations compared to the general population. Brief alcohol interventions (BAIs) targeting alcohol use appear to reduce harmful drinking in the general population. However, less is known about the efficacy of BAIs targeting alcohol in military and veteran populations. METHODS A systematic review and meta-analysis was conducted to assess the type and efficacy of BAIs used to reduce alcohol use in military and veteran populations conducted from 2000 onwards. The meta-analysis was conducted using a standardised outcome measure of change in average weekly drinks (AWDs) from baseline to follow-up. RESULTS The search revealed 10 papers that met the search criteria, and that reported data on 11 interventions included in the systematic review. 8 papers (reporting on 9 different interventions) were included in the meta-analysis after 2 papers were excluded for which the relevant outcome data were not available. There was no overall effect of BAIs; a non-significant weekly drink reduction of 0.95 drinks was found (95% CI, -0.17 to 2.07). This lack of efficacy persisted regardless of military group (conscripts, serving or veterans) and method of delivery (i.e., face-to-face, web-based or written information). Furthermore, sensitivity analyses revealed this small drink reduction was driven mainly by a single study. CONCLUSIONS Based on these findings, existing BAIs do not seem to be efficacious in reducing alcohol use in military populations, despite some encouraging results from one electronic intervention which was of extensive duration.
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Affiliation(s)
- A M Doherty
- King's Centre for Military Health Research, Department of Psychological Medicine, King's College London, London SE5 9RJ, UK
| | - C Mason
- King's Centre for Military Health Research, Department of Psychological Medicine, King's College London, London SE5 9RJ, UK
| | - N T Fear
- King's Centre for Military Health Research, Department of Psychological Medicine, King's College London, London SE5 9RJ, UK
| | - R Rona
- King's Centre for Military Health Research, Department of Psychological Medicine, King's College London, London SE5 9RJ, UK
| | - N Greenberg
- King's Centre for Military Health Research, Department of Psychological Medicine, King's College London, London SE5 9RJ, UK
| | - L Goodwin
- King's Centre for Military Health Research, Department of Psychological Medicine, King's College London, London SE5 9RJ, UK; Department of Psychological Sciences, University of Liverpool, Liverpool L69 7ZA, UK.
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Bertholet N, Daeppen JB, McNeely J, Kushnir V, Cunningham JA. Smartphone application for unhealthy alcohol use: A pilot study. Subst Abus 2017; 38:285-291. [PMID: 28113039 DOI: 10.1080/08897077.2017.1281860] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Technology-delivered interventions are useful tools for addressing unhealthy alcohol use. Smartphones in particular offer opportunities to deliver interventions at the user's convenience. A smartphone application with 5 modules (personal feedback, self-monitoring of drinking, designated driver tool, blood alcohol content [BAC] calculator, information) was developed. Its acceptability and associations between use and drinking outcomes were assessed. METHODS One hundred thirty adults with unhealthy alcohol use (>14 [men]/>7 [women] drinks/week or ≥1 episode/month with 6 or more drinks) recruited in Switzerland (n = 70) and Canada (n = 60) were offered to use the application. Follow-up occurred after 3 months. Appreciation, usefulness, and self-reported frequency of use of the modules, and drinking outcomes (drinks/week, binge drinking) were assessed. Associations between application use and drinking at 3 months were evaluated with negative binomial and logistic regression models, adjusted for baseline values and gender. RESULTS Of the participants, 48% were women, mean (SD) age: 32.8 (10.0). Follow-up rate: 86.2%. There were changes from baseline (BL) to follow-up (FU) in number of drinks/week, BL: 15.0 (16.5); FU: 10.9 (10.5), P = .01, and binge drinking, BL: 95.4%; FU: 64.3%, P < .0001. All modules had median ratings between 6 and 8 (scale of 1-10). Among the participants, 77% used the application, 76% used the personal feedback module, 41% the self-monitoring of drinking, 22% the designated driver tool, 53% the BAC calculator, and 31% the information module. Participants using the application more than once reported significantly fewer drinks/week at follow-up: Incidence Rate Ratio (IRR), number of drinks per week = 0.70 (0.51; 0.96). CONCLUSIONS A smartphone application for unhealthy alcohol use appears acceptable and useful (although there is room for improvement). Without prompting, its use is infrequent. Those who used the application more than once reported less weekly drinking than those who did not. Efficacy of the application should be tested in a randomized trial with strategies to increase frequency of its use.
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Affiliation(s)
- Nicolas Bertholet
- a Alcohol Treatment Center, Department of Community Medicine and Health , Lausanne University Hospital , Lausanne , Vaud , Switzerland
| | - Jean-Bernard Daeppen
- a Alcohol Treatment Center, Department of Community Medicine and Health , Lausanne University Hospital , Lausanne , Vaud , Switzerland
| | - Jennifer McNeely
- b Department of Population Health , New York University School of Medicine , New York , New York , USA
| | - Vlad Kushnir
- c Institute of Mental Health Policy Research, Centre for Addiction and Mental Health , Toronto , Ontario , Canada.,d Departments of Psychology and of Psychiatry , University of Toronto , Toronto , Ontario , Canada
| | - John A Cunningham
- c Institute of Mental Health Policy Research, Centre for Addiction and Mental Health , Toronto , Ontario , Canada.,d Departments of Psychology and of Psychiatry , University of Toronto , Toronto , Ontario , Canada.,e Research School of Population Health, Australian National University , Canberra , Australian Capital Territory , Australia
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Bertholet N, Daeppen JB, Cunningham JA, Burnand B, Gmel G, Gaume J. Are young men who overestimate drinking by others more likely to respond to an electronic normative feedback brief intervention for unhealthy alcohol use? Addict Behav 2016; 63:97-101. [PMID: 27450907 DOI: 10.1016/j.addbeh.2016.07.015] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Revised: 05/20/2016] [Accepted: 07/15/2016] [Indexed: 01/22/2023]
Abstract
AIM To tested whether the efficacy of an internet-based brief intervention that included normative drinking feedback varied with estimations of the drinking of others. METHODS This study is a secondary analysis of a randomized controlled trial showing an intervention effect on weekly drinking. Participants were males with unhealthy alcohol use (mean age [SD]=20.8 [1.1]). Before the trial, participants were asked to estimate the percentage of men their age who drink more than they do. Using their self-reported drinking data, the "perceived" percentage of people their age and gender who drink more than they do, and data from Swiss statistics, we classified participants as overestimating (>+10%), accurately (-10% to +10%) or underestimating (<-10%) drinking by others. RESULTS Of 734 participants with complete data, 427 overestimated, 205 accurately estimated and 102 underestimated the drinking of others. The mean (SD) number of drinks per week was 9.8 (7.9) and AUDIT score was 10.6 (4.2). In stratified negative binomial regression models predicting drinks per week, at 6months, and controlling for baseline drinks per week, the intervention was effective among those overestimating (IRR[95%CI]=0.86[0.74;0.98]), but showed no effect among those accurately estimating (IRR[95%CI]=0.83[0.66;1.03]) or underestimating IRR[95%CI]=1.21[0.92;1.60]) the drinking of others. CONCLUSIONS Perception of drinking by others appears to be a moderator of effect of an electronic feedback intervention among hazardous drinkers. This finding is consistent with the hypothesis that correcting the perceptions of others' drinking is a potential mechanism of action in normative feedback paradigms.
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Affiliation(s)
- Nicolas Bertholet
- Alcohol Treatment Center, Department of Community Medicine and Health, Lausanne University Hospital, Lausanne, Switzerland.
| | - Jean-Bernard Daeppen
- Alcohol Treatment Center, Department of Community Medicine and Health, Lausanne University Hospital, Lausanne, Switzerland
| | - John A Cunningham
- National Institute for Mental Health Research, Australian National University, Canberra, Australia and Centre for Addiction and Mental Health, Toronto, Canada
| | - Bernard Burnand
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Gerhard Gmel
- Alcohol Treatment Center, Department of Community Medicine and Health, Lausanne University Hospital, Lausanne, Switzerland
| | - Jacques Gaume
- Alcohol Treatment Center, Department of Community Medicine and Health, Lausanne University Hospital, Lausanne, Switzerland
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Bertholet N, Burnand B, Cunningham JA. You need to see the world in order to measure it: The importance of a high follow-up rate. Addiction 2016; 111:374. [PMID: 26558883 DOI: 10.1111/add.13174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2015] [Accepted: 09/17/2015] [Indexed: 11/26/2022]
Affiliation(s)
- Nicolas Bertholet
- Alcohol Treatment Center, Department of Community Medicine and Health, Lausanne University Hospital, Lausanne, Switzerland.
| | - Bernard Burnand
- National Institute for Mental Health Research, Australian National University, Canberra, Australia and Centre for Addiction and Mental Health, Toronto, Canada
| | - John A Cunningham
- Institute of Social and Preventive Medicine, Lausanne University Hospital, Lausanne, Switzerland
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Bedendo A, Noto AR. Studying an unreal world: incentives on Internet-based interventions for alcohol use. Addiction 2016; 111:373-4. [PMID: 26558743 DOI: 10.1111/add.13171] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2015] [Accepted: 09/10/2015] [Indexed: 11/29/2022]
Affiliation(s)
- André Bedendo
- NEPSIS, Department of Psychobiology, Universidade Federal de São Paulo-UNIFESP, São Paulo, Brazil.
| | - Ana Regina Noto
- NEPSIS, Department of Psychobiology, Universidade Federal de São Paulo-UNIFESP, São Paulo, Brazil
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Bertholet N, Cunningham JA, Faouzi M, Gaume J, Gmel G, Burnand B, Daeppen JB. Internet-Based Brief Intervention to Prevent Unhealthy Alcohol Use among Young Men: A Randomized Controlled Trial. PLoS One 2015; 10:e0144146. [PMID: 26642329 PMCID: PMC4671673 DOI: 10.1371/journal.pone.0144146] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2015] [Accepted: 10/25/2015] [Indexed: 12/02/2022] Open
Abstract
Introduction Alcohol use is one of the leading modifiable morbidity and mortality risk factors among young adults. Study Design 2 parallel-group randomized controlled trial with follow-up at 1 and 6 months. Setting/Participants Internet based study in a general population sample of young men with low-risk drinking, recruited between June 2012 and February 2013. Intervention: Internet-based brief alcohol primary prevention intervention (IBI). The IBI aims at preventing an increase in alcohol use: it consists of normative feedback, feedback on consequences, calorific value alcohol, computed blood alcohol concentration, indication that the reported alcohol use is associated with no or limited risks for health. Intervention group participants received the IBI. Control group (CG) participants completed only an assessment. Main Outcome Measures Alcohol use (number of drinks per week), binge drinking prevalence. Analyses were conducted in 2014–2015. Results Of 4365 men invited to participate, 1633 did so; 896 reported low-risk drinking and were randomized (IBI: n = 451; CG: n = 445). At baseline, 1 and 6 months, the mean (SD) number of drinks/week was 2.4(2.2), 2.3(2.6), 2.5(3.0) for IBI, and 2.4(2.3), 2.8(3.7), 2.7(3.9) for CG. Binge drinking, absent at baseline, was reported by 14.4% (IBI) and 19.0% (CG) at 1 month and by 13.3% (IBI) and 13.0% (CG) at 6 months. At 1 month, beneficial intervention effects were observed on the number of drinks/week (p = 0.05). No significant differences were observed at 6 months. Conclusion We found protective short term effects of a primary prevention IBI. Trial Registration Controlled-Trials.com ISRCTN55991918
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Affiliation(s)
- Nicolas Bertholet
- Alcohol Treatment Center, Department of community medicine and health, Lausanne University Hospital, Lausanne, Switzerland
- * E-mail:
| | - John A. Cunningham
- National Institute for Mental Health Research, Australian National University, Canberra, Australia
- Centre for Addiction and Mental Health, Toronto, Canada
| | - Mohamed Faouzi
- Alcohol Treatment Center, Department of community medicine and health, Lausanne University Hospital, Lausanne, Switzerland
| | - Jacques Gaume
- Alcohol Treatment Center, Department of community medicine and health, Lausanne University Hospital, Lausanne, Switzerland
| | - Gerhard Gmel
- Alcohol Treatment Center, Department of community medicine and health, Lausanne University Hospital, Lausanne, Switzerland
| | - Bernard Burnand
- Institute of social and preventive medicine, Department of community medicine and health, Lausanne University Hospital, Lausanne, Switzerland
| | - Jean-Bernard Daeppen
- Alcohol Treatment Center, Department of community medicine and health, Lausanne University Hospital, Lausanne, Switzerland
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Patton R. Commentary on Bertholet et al. (2015): Proceed, with caution. Addiction 2015; 110:1744-5. [PMID: 26471157 DOI: 10.1111/add.13137] [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: 08/10/2015] [Accepted: 08/24/2015] [Indexed: 11/29/2022]
Abstract
Internet-based interventions can reach large numbers of those in need of help and advice about their drinking and reduce levels of consumption. While many systematic reviews suggest that this is a useful mechanism to promote behavioural change, the effective components are unclear. User involvement is needed for effective design.
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Affiliation(s)
- Robert Patton
- School of PsychologyUniversity of Surrey Guildford GU2 7XH, UK
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