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Kools N, Rozema AD, Vermunt JK, Bovens RHLM, van de Mheen D, Mathijssen JJP. An empirically based typology of temporary alcohol abstinence challenge participants using latent class analysis. Drug Alcohol Rev 2024. [PMID: 39155051 DOI: 10.1111/dar.13924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 06/12/2024] [Accepted: 07/21/2024] [Indexed: 08/20/2024]
Abstract
INTRODUCTION Identifying subgroups of Temporary (alcohol) Abstinence Challenge (TAC) participants may offer opportunities to enhance intervention effectiveness. However, knowledge about such subgroups is missing. This study aimed to (i) describe a TAC population; (ii) identify subgroups of participants based on determinants of changes in drinking behaviour; and (iii) characterise subgroups in terms of sociodemographic and other characteristics. METHODS Data from 3803 Dutch TAC participants were analysed to identify subgroups using three-step Latent Class Analysis. Classes were based on determinants of changes in drinking behaviour (i.e., drinking refusal self-efficacy, craving and behavioural automaticity) and were characterised by sociodemographic characteristics, drinking behaviour, previous participation in TACs, self-reported health and life satisfaction. RESULTS The majority of TAC participants were female, highly educated, employed, 53 years old on average, participated in previous TACs and reported relatively high alcohol use. Four classes of participants were identified: (i) 'ordinary drinkers' (49.0%); (ii) 'drinkers in control' (21.4%); (iii) 'habitual drinkers with perceived control to refuse' (18.4%); and (iv) 'drinkers not in control' (11.2%). Class 2 drank least often and non-excessive volumes, while other classes typically drank 4 or more days per week and 3 to 4 glasses per drinking day, with the highest alcohol use found in class 4. DISCUSSION AND CONCLUSIONS Different configurations of determinants in this study's four subgroups may require different intervention approaches and might inform personalised support. Future research is needed to examine the predictive value of these subgroups on post-challenge drinking behaviour to assess support needs and participation value.
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Affiliation(s)
- Nathalie Kools
- Tranzo Scientific Center for Care and Wellbeing, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - Andrea D Rozema
- Tranzo Scientific Center for Care and Wellbeing, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - Jeroen K Vermunt
- Department of Methodology, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - Rob H L M Bovens
- Tranzo Scientific Center for Care and Wellbeing, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
- Positive Lifestyle Foundation, Tilburg, The Netherlands
| | - Dike van de Mheen
- Tranzo Scientific Center for Care and Wellbeing, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
| | - Jolanda J P Mathijssen
- Tranzo Scientific Center for Care and Wellbeing, Tilburg School of Social and Behavioral Sciences, Tilburg University, Tilburg, The Netherlands
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Saengow U, Patanavanich R, Suriyawongpaisul P, Aekplakorn W, Sornpaisarn B, Jiang H, Rehm J. The effect of an annual temporary abstinence campaign on population-level alcohol consumption in Thailand: a time-series analysis of 23 years. BMJ Glob Health 2024; 9:e014428. [PMID: 38964881 PMCID: PMC11227749 DOI: 10.1136/bmjgh-2023-014428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 06/21/2024] [Indexed: 07/06/2024] Open
Abstract
RATIONALE A small number of earlier studies have suggested an effect of temporary abstinence campaigns on alcohol consumption. However, all were based on self-reported consumption estimates. OBJECTIVES Using a time series of 23-year monthly alcohol sales data, this study examined the effect of an annual temporary abstinence campaign, which has been organised annually since 2003 during the Buddhist Lent period (spanning 3 months), on population-level alcohol consumption. METHODS Data used in the analysis included a time series of monthly alcohol sales data from January 1995 to September 2017 and the midyear population counts for those years. Generalised additive models (GAM) were applied to estimate trends as smooth functions of time, while identifying a relationship between the Buddhist Lent abstinence campaigns on alcohol consumption. The sensitivity analysis was performed using a seasonal autoregressive integrated moving average with exogenous variables (SARIMAX) model. INTERVENTION The Buddhist Lent abstinence campaign is a national mass media campaign combined with community-based activities that encourages alcohol abstinence during the Buddhist Lent period, spanning 3 months and varying between July and October depending on the lunar calendar. The campaign has been organised annually since 2003. MAIN OUTCOME Per capita alcohol consumption using monthly alcohol sales data divided by the midyear total population number used as a proxy. RESULTS Median monthly per capita consumption was 0.43 (IQR: 0.37 to 0.51) litres of pure alcohol. Over the study period, two peaks of alcohol consumption were in March and December of each year. The significant difference between before-campaign and after-campaign coefficients in the GAM, -0.102 (95% CI: -0.163 to -0.042), indicated an effect of the campaign on alcohol consumption after adjusting for the time trend and monthly seasonality, corresponding to an average reduction of 9.97% (95% CI: 3.65% to 24.18%). The sensitivity analyses produced similar results, where the campaign was associated with a decrease in consumption of 8.1% (95% CI: 0.4% to 15.7%). CONCLUSIONS This study demonstrated that the temporary abstinence campaign was associated with a decrease in population-level alcohol consumption during campaign periods. The finding contributed to a growing body of evidence on the effectiveness of emerging temporary abstinence campaigns.
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Affiliation(s)
- Udomsak Saengow
- Center of Excellence in Data Science for Health Study, Walailak University, Tha Sala, Nakhon Si Thammarat, Thailand
- Research and Innovation Institute of Excellence, Walailak University, Tha Sala, Nakhon Si Thammarat, Thailand
- School of Medicine, Walailak University, Tha Sala, Nakhon Si Thammarat, Thailand
| | - Roengrudee Patanavanich
- Department of Community Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Paibul Suriyawongpaisul
- Department of Community Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Wichai Aekplakorn
- Department of Community Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Bundit Sornpaisarn
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Faculty of Public Health, Mahidol University, Bangkok, Thailand
| | - Huan Jiang
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
| | - Jurgen Rehm
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry and Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Center for Interdisciplinary Addiction Research (ZIS), Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Program on Substance Abuse & WHO CC, Public Health Agency of Catalonia, Barcelona, Spain
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Lockhart J, Knapp MB, Feehan AK, Latimer S, Walter A, Craft BN, Quantz YP, Frugé H, Sylvester Terry M, Arceneaux EE, Kimball M. Implementation and Process Evaluation of Alcohol Free for 40: Community-Based Programming to Reduce Alcohol Consumption. Health Promot Pract 2024; 25:436-444. [PMID: 36600627 DOI: 10.1177/15248399221142633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Alcohol consumption is known to increase risk for chronic diseases and other negative health outcomes. Abstinence, even temporary, from alcohol consumption can have positive health impacts. In this article, we describe implementation and process evaluation of Ochsner Eat Fit's Alcohol Free for 40 (AFF40), an annual, 40-day voluntary alcohol abstinence challenge that takes place in six regions of Louisiana. Participants are challenged to abstain from alcohol consumption for 40 days to promote behavior change. To support participants' success, staff conduct pre and post metrics (physical and laboratory) and host community-based events to encourage replacement behaviors. Process evaluation included measures of reach, recruitment, dose, and fidelity through tracking of participant registrations, an exit survey, media analytics, and program activity logs. In 2021, 493 participants enrolled in AFF40, with 347 completing laboratory metrics and 298 completing physical metrics. Majority of exit survey respondents (74.5%) reported no alcohol consumption during the 40-day challenge and that they planned to participate in AFF40 2022 (90.9%). The Eat Fit team documented moderate engagement (48.7% of enrolled participants) in program events. Social and digital impressions and page views recorded 23,591 hits while print media resulted in over 750,000 impressions. AFF40 has shown to be highly engaging for participants and effective in supporting temporary abstinence from alcohol. Incorporating stronger methods and evaluation will enhance future program implementation and community impact. Lessons learned and implications for practice are transferable to other community-based efforts to reduce alcohol consumption.
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Affiliation(s)
| | - Megan B Knapp
- Xavier University of Louisiana, New Orleans, LA, USA
| | - Amy K Feehan
- Ochsner Clinic Foundation, New Orleans, LA, USA
- The University of Queensland and Ochsner Clinical School, New Orleans, LA, USA
| | | | - Anna Walter
- Ochsner LSU Health Shreveport-Academic Medical Center, Shreveport, LA, USA
| | | | - Yvette P Quantz
- Ochsner Lafayette General Medical Center, Lafayette, LA, USA
| | - Hope Frugé
- Ochsner LSU Health Shreveport-Monroe Medical Center, Monroe, LA, USA
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Siconolfi D, Tucker JS, Pedersen ER, Perez LG, Dunbar MS, Davis JP, Rodriguez A, Seelam R, D'Amico EJ. Sober Curiosity and Participation in Temporary Alcohol Abstinence Challenges in a Cohort of U.S. Emerging Adults. J Stud Alcohol Drugs 2024; 85:201-209. [PMID: 37917023 PMCID: PMC10941816 DOI: 10.15288/jsad.23-00137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 10/12/2023] [Indexed: 11/03/2023] Open
Abstract
OBJECTIVE Thus far, behavioral health research in the United States has not explored the prevalence or correlates of sober curiosity (SC; exploratory or experimental abstinence or moderation) or temporary alcohol abstinence challenges (TAACs; e.g., "Dry January"), despite significant attention in media and popular discourse. We explored these activities in a sample of U.S. emerging adults (e.g., ages 18-29), a population with higher-risk drinking behavior yet some of the lowest rates of treatment engagement for alcohol use problems. METHOD Survey data were collected in 2021-2022 among participants (n = 1,659; M age = 24.7 years). We assessed SC awareness/engagement and past-year TAAC participation, and differences across demographics and behavioral characteristics. RESULTS Overall, 9% of emerging adults were familiar with SC and 7% had participated in a TAAC in the past year. Half of TAAC participants reported drinking less after the TAAC, and 15% remained abstinent after the TAAC ended. SC familiarity and TAAC were both associated with past-month heavy drinking, cannabis use, higher Alcohol Use Disorders Identification Test (AUDIT) scores, more past-year alcohol and cannabis consequences, past-year substance use treatment, and greater readiness to quit alcohol. CONCLUSIONS Both SC and TAACs may have potential to engage young people with a desire to moderate or eliminate their alcohol consumption. This may occur directly through use of these strategies or by helping them connect to additional services. Future research can help the field understand the uptake of SC and TAACs, gauge efficacy, and identify avenues to link young people to resources and interventions.
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Affiliation(s)
| | | | - Eric R. Pedersen
- Department of Psychiatry and Behavioral Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California
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Russell AM, Valdez D, Chiang SC, Montemayor BN, Barry AE, Lin HC, Massey PM. Using Natural Language Processing to Explore "Dry January" Posts on Twitter: Longitudinal Infodemiology Study. J Med Internet Res 2022; 24:e40160. [PMID: 36343184 PMCID: PMC9719059 DOI: 10.2196/40160] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 10/13/2022] [Accepted: 10/25/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Dry January, a temporary alcohol abstinence campaign, encourages individuals to reflect on their relationship with alcohol by temporarily abstaining from consumption during the month of January. Though Dry January has become a global phenomenon, there has been limited investigation into Dry January participants' experiences. One means through which to gain insights into individuals' Dry January-related experiences is by leveraging large-scale social media data (eg, Twitter chatter) to explore and characterize public discourse concerning Dry January. OBJECTIVE We sought to answer the following questions: (1) What themes are present within a corpus of tweets about Dry January, and is there consistency in the language used to discuss Dry January across multiple years of tweets (2020-2022)? (2) Do unique themes or patterns emerge in Dry January 2021 tweets after the onset of the COVID-19 pandemic? and (3) What is the association with tweet composition (ie, sentiment and human-authored vs bot-authored) and engagement with Dry January tweets? METHODS We applied natural language processing techniques to a large sample of tweets (n=222,917) containing the term "dry january" or "dryjanuary" posted from December 15 to February 15 across three separate years of participation (2020-2022). Term frequency inverse document frequency, k-means clustering, and principal component analysis were used for data visualization to identify the optimal number of clusters per year. Once data were visualized, we ran interpretation models to afford within-year (or within-cluster) comparisons. Latent Dirichlet allocation topic modeling was used to examine content within each cluster per given year. Valence Aware Dictionary and Sentiment Reasoner sentiment analysis was used to examine affect per cluster per year. The Botometer automated account check was used to determine average bot score per cluster per year. Last, to assess user engagement with Dry January content, we took the average number of likes and retweets per cluster and ran correlations with other outcome variables of interest. RESULTS We observed several similar topics per year (eg, Dry January resources, Dry January health benefits, updates related to Dry January progress), suggesting relative consistency in Dry January content over time. Although there was overlap in themes across multiple years of tweets, unique themes related to individuals' experiences with alcohol during the midst of the COVID-19 global pandemic were detected in the corpus of tweets from 2021. Also, tweet composition was associated with engagement, including number of likes, retweets, and quote-tweets per post. Bot-dominant clusters had fewer likes, retweets, or quote tweets compared with human-authored clusters. CONCLUSIONS The findings underscore the utility for using large-scale social media, such as discussions on Twitter, to study drinking reduction attempts and to monitor the ongoing dynamic needs of persons contemplating, preparing for, or actively pursuing attempts to quit or cut down on their drinking.
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Affiliation(s)
- Alex M Russell
- Center for Public Health and Technology, Department of Health, Human Performance, and Recreation, University of Arkansas, Fayetteville, AR, United States
| | - Danny Valdez
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, United States
| | - Shawn C Chiang
- Center for Public Health and Technology, Department of Health, Human Performance, and Recreation, University of Arkansas, Fayetteville, AR, United States
| | - Ben N Montemayor
- Department of Health and Kinesiology, Texas A&M University, College Station, TX, United States
| | - Adam E Barry
- Department of Health and Kinesiology, Texas A&M University, College Station, TX, United States
| | - Hsien-Chang Lin
- Department of Applied Health Science, School of Public Health, Indiana University, Bloomington, IN, United States
| | - Philip M Massey
- Center for Public Health and Technology, Department of Health, Human Performance, and Recreation, University of Arkansas, Fayetteville, AR, United States
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Villette PA, Lyonnard O, Trehu C, Barais M, Le Goff D, Le Floch B, Dany A, Guillou Landreat M. Changes in Alcohol Consumption after 1 Year of the COVID-19 Pandemic: A Cross-Sectional Study in a Region of France. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15049. [PMID: 36429768 PMCID: PMC9690663 DOI: 10.3390/ijerph192215049] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 10/20/2022] [Accepted: 10/27/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND There is conflicting evidence on how the COVID-19 pandemic changed patterns of alcohol consumption. While some studies have suggested that alcohol consumption decreased at the beginning of the pandemic, there are limited data for a longer period. The objective of this study was to investigate changes in alcohol consumption 1 year after the onset of the COVID-19 pandemic in France, and to identify vulnerable subgroups in a French adult population. METHODS This was a single-center, cross-sectional, descriptive study. Self-reported changes in alcohol consumption were collected from 2491 respondents in a survey carried out in western Brittany from 18 January to 9 March 2021. RESULTS Of respondents, 27.64% reported that they had increased their alcohol consumption, 14.7% had decreased, 3.94% had ceased, and 53.72% reported no change in their alcohol consumption. Increased alcohol use was associated with male gender, age 26 to 44 years, living with a family, not being a health professional, having had a physical or psychological health problem during lockdowns, smoking tobacco, and using cannabis. Reduced alcohol use or cessation was associated with male gender, age 18 to 25 years, living in Brest, living alone, and using cannabis. CONCLUSIONS Our study suggests that during the COVID-19 pandemic, a significant number of people increased their alcohol consumption in France, even outside lockdowns. These results should encourage health professionals and public authorities to implement more specific prevention measures to limit the risks associated with alcohol consumption.
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Affiliation(s)
| | - Olga Lyonnard
- Medicine Faculty, University of Bretagne Occidentale, 29200 Brest, France
| | - Camille Trehu
- Medicine Faculty, University of Bretagne Occidentale, 29200 Brest, France
| | - Marie Barais
- ER 7479 SPURBO, Department of General Practice, University of Western Brittany, 29200 Brest, France
| | - Delphine Le Goff
- ER 7479 SPURBO, Department of General Practice, University of Western Brittany, 29200 Brest, France
| | - Bernard Le Floch
- ER 7479 SPURBO, Department of General Practice, University of Western Brittany, 29200 Brest, France
| | - Antoine Dany
- ER 7479 SPURBO, Department of General Practice, University of Western Brittany, 29200 Brest, France
| | - Morgane Guillou Landreat
- ER 7479 SPURBO, Department of General Practice, University of Western Brittany, 29200 Brest, France
- Addictology Liaison Department, University Hospital of Brest, Bd Tanguy Prigent, 29200 Brest, France
- HUGOPSY Network, 29200 Brest, France
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