Evaluating the effectiveness of the Drink Less smartphone app for reducing alcohol consumption compared with usual digital care: a comprehensive synopsis from a 6-month follow-up RCT.
Claire Garnett, Melissa Oldham, Gemma Loebenberg, Larisa Dinu, Emma Beard, Colin Angus, Robyn Burton, Matt Field, Felix Greaves, Matthew Hickman, Eileen Kaner, Susan Michie, Marcus Munafò, Elena Pizzo, Jamie Brown
{"title":"Evaluating the effectiveness of the Drink Less smartphone app for reducing alcohol consumption compared with usual digital care: a comprehensive synopsis from a 6-month follow-up RCT.","authors":"Claire Garnett, Melissa Oldham, Gemma Loebenberg, Larisa Dinu, Emma Beard, Colin Angus, Robyn Burton, Matt Field, Felix Greaves, Matthew Hickman, Eileen Kaner, Susan Michie, Marcus Munafò, Elena Pizzo, Jamie Brown","doi":"10.3310/LNNB8060","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Digital interventions can be effective for reducing alcohol consumption. However, most digital interventions that have been evaluated are websites and there is little evidence on the effectiveness of smartphone apps, especially in a United Kingdom context. We developed an evidence- and theory-informed app, Drink Less, to help increasing-and-higher-risk drinkers (Alcohol Use Disorders Identification Test score ≥ 8) reduce their alcohol consumption.</p><p><strong>Objective: </strong>To evaluate the effectiveness of Drink Less for reducing alcohol consumption compared with usual digital care in the United Kingdom.</p><p><strong>Design: </strong>Two-arm, double-blind, parallel-group, randomised controlled trial with 1 : 1 group allocation and an embedded process evaluation, with 6-month follow-up.</p><p><strong>Setting: </strong>Remotely conducted among participants living in the United Kingdom, recruited from July 2020 to March 2022.</p><p><strong>Participants: </strong>Five thousand six hundred and two increasing-and-higher-risk drinkers aged 18+ who had access to an iPhone operating system device and wanted to drink less alcohol.</p><p><strong>Interventions: </strong>Participants were recommended to use the intervention (Drink Less) or recommended the comparator (National Health Service alcohol advice web page). Drink Less is an app-based intervention to help increasing-and-higher-risk drinkers reduce their alcohol consumption. It consists of evidence-based modules (e.g. goal setting, self-monitoring) and was systematically and transparently developed and refined. The National Health Service alcohol advice web page was considered usual digital care and provides tips on cutting down.</p><p><strong>Main outcome measures: </strong>The primary outcome was self-reported weekly alcohol consumption at 6-month follow-up (derived from the extended Alcohol Use Disorders Identification Test - Consumption), adjusted for baseline alcohol consumption.</p><p><strong>Results: </strong>The retention rate at 6-month follow-up was 80%. The data were not missing completely at random with differences detected in educational qualifications, occupation and income, indicating that multiple imputation was the most appropriate analytic approach. This found that Drink Less resulted in a 2.00 United Kingdom unit greater weekly reduction (95% confidence interval -3.76 to -0.24) at 6-month follow-up compared with the National Health Service alcohol advice web page. Compared with the National Health Service alcohol advice web page, Drink Less cost an additional £1.28 per user, when including the sunk costs (already incurred and cannot be recovered), but saved £0.04 per user when considering only the annual maintenance costs. Drink Less costs only an extra £0.64 per additional weekly unit of alcohol reduction, and may be cost saving if sufficient people use the app to cover the sunk costs. There was no statistically significant difference in quality-adjusted life-years between the two groups.</p><p><strong>Limitations: </strong>This trial relied on retrospective self-reported alcohol consumption. Results from the pre-registered sensitivity analysis of multiple imputation were inconsistent with those from the pre-registered primary analysis (a conservative approach to missing data where non-responders were assumed to be drinking at baseline levels), which found a non-significant weekly reduction of 0.98 units (95% confidence interval -2.67 to 0.70) in the intervention compared with comparator group. Multiple imputation was recommended by the independent Data Monitoring Committee based on the pattern of missing data.</p><p><strong>Conclusions: </strong>Drink Less appears effective for reducing alcohol consumption among increasing-and-higher-risk drinkers compared with the National Health Service alcohol advice web page in the United Kingdom, and may be cost saving if widely used in the population.</p><p><strong>Future work: </strong>Drink Less is in a strong position to be promoted widely and provide inexpensive support to increasing-and-higher-risk drinkers in the United Kingdom. Future work should investigate different promotion strategies and ways of implementing the app within healthcare settings and adapting it for other countries.</p><p><strong>Funding: </strong>This synopsis presents independent research funded by the National Institute for Health and Care Research (NIHR) Public Health Research programme as award number NIHR127651.</p>","PeriodicalId":74615,"journal":{"name":"Public health research (Southampton, England)","volume":"13 5","pages":"1-26"},"PeriodicalIF":0.0000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Public health research (Southampton, England)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3310/LNNB8060","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Digital interventions can be effective for reducing alcohol consumption. However, most digital interventions that have been evaluated are websites and there is little evidence on the effectiveness of smartphone apps, especially in a United Kingdom context. We developed an evidence- and theory-informed app, Drink Less, to help increasing-and-higher-risk drinkers (Alcohol Use Disorders Identification Test score ≥ 8) reduce their alcohol consumption.
Objective: To evaluate the effectiveness of Drink Less for reducing alcohol consumption compared with usual digital care in the United Kingdom.
Design: Two-arm, double-blind, parallel-group, randomised controlled trial with 1 : 1 group allocation and an embedded process evaluation, with 6-month follow-up.
Setting: Remotely conducted among participants living in the United Kingdom, recruited from July 2020 to March 2022.
Participants: Five thousand six hundred and two increasing-and-higher-risk drinkers aged 18+ who had access to an iPhone operating system device and wanted to drink less alcohol.
Interventions: Participants were recommended to use the intervention (Drink Less) or recommended the comparator (National Health Service alcohol advice web page). Drink Less is an app-based intervention to help increasing-and-higher-risk drinkers reduce their alcohol consumption. It consists of evidence-based modules (e.g. goal setting, self-monitoring) and was systematically and transparently developed and refined. The National Health Service alcohol advice web page was considered usual digital care and provides tips on cutting down.
Main outcome measures: The primary outcome was self-reported weekly alcohol consumption at 6-month follow-up (derived from the extended Alcohol Use Disorders Identification Test - Consumption), adjusted for baseline alcohol consumption.
Results: The retention rate at 6-month follow-up was 80%. The data were not missing completely at random with differences detected in educational qualifications, occupation and income, indicating that multiple imputation was the most appropriate analytic approach. This found that Drink Less resulted in a 2.00 United Kingdom unit greater weekly reduction (95% confidence interval -3.76 to -0.24) at 6-month follow-up compared with the National Health Service alcohol advice web page. Compared with the National Health Service alcohol advice web page, Drink Less cost an additional £1.28 per user, when including the sunk costs (already incurred and cannot be recovered), but saved £0.04 per user when considering only the annual maintenance costs. Drink Less costs only an extra £0.64 per additional weekly unit of alcohol reduction, and may be cost saving if sufficient people use the app to cover the sunk costs. There was no statistically significant difference in quality-adjusted life-years between the two groups.
Limitations: This trial relied on retrospective self-reported alcohol consumption. Results from the pre-registered sensitivity analysis of multiple imputation were inconsistent with those from the pre-registered primary analysis (a conservative approach to missing data where non-responders were assumed to be drinking at baseline levels), which found a non-significant weekly reduction of 0.98 units (95% confidence interval -2.67 to 0.70) in the intervention compared with comparator group. Multiple imputation was recommended by the independent Data Monitoring Committee based on the pattern of missing data.
Conclusions: Drink Less appears effective for reducing alcohol consumption among increasing-and-higher-risk drinkers compared with the National Health Service alcohol advice web page in the United Kingdom, and may be cost saving if widely used in the population.
Future work: Drink Less is in a strong position to be promoted widely and provide inexpensive support to increasing-and-higher-risk drinkers in the United Kingdom. Future work should investigate different promotion strategies and ways of implementing the app within healthcare settings and adapting it for other countries.
Funding: This synopsis presents independent research funded by the National Institute for Health and Care Research (NIHR) Public Health Research programme as award number NIHR127651.
背景:数字干预措施可有效减少酒精消费。然而,大多数被评估的数字干预措施都是网站,几乎没有证据表明智能手机应用程序的有效性,尤其是在英国的情况下。我们开发了一个基于证据和理论的应用程序“少喝酒”,以帮助增加和高风险饮酒者(酒精使用障碍识别测试得分≥8)减少饮酒量。目的:在英国,与常规数字医疗相比,评估“少喝”减少酒精消费的有效性。设计:双臂,双盲,平行组,随机对照试验,1:1组分配和嵌入式过程评估,随访6个月。环境:在2020年7月至2022年3月期间,在居住在英国的参与者中远程进行。参与者:56002名年龄在18岁以上的酗酒者,他们有iPhone操作系统设备,并且想少喝酒。干预措施:建议参与者使用干预措施(少喝酒)或推荐比较者(国家卫生服务酒精建议网页)。“少喝”是一个基于应用程序的干预,旨在帮助越来越多和高风险的饮酒者减少饮酒量。它由以证据为基础的模块(例如目标设定、自我监督)组成,并经过系统和透明的开发和完善。英国国民健康服务机构的酒精建议网页被认为是常规的数字护理,并提供了减少饮酒的建议。主要结局指标:主要结局是6个月随访期间自我报告的每周饮酒量(来自延长的酒精使用障碍识别测试-消费),根据基线饮酒量进行调整。结果:随访6个月,保留率为80%。数据并非完全随机缺失,在学历、职业和收入等方面存在差异,表明多重imputation是最合适的分析方法。研究发现,在6个月的随访中,与国家卫生服务酒精建议网页相比,少喝酒每周减少2.00个英国单位(95%可信区间为-3.76至-0.24)。与英国国民健康服务(National Health Service)的饮酒建议网页相比,如果算上沉没成本(已经发生且无法收回的成本),“少喝”网站的人均成本为1.28英镑,但如果只考虑每年的维护成本,则为每位用户节省了0.04英镑。每周每减少一个单位的酒精摄入量,Drink Less只需要额外花费0.64英镑,如果有足够多的人使用该应用来弥补沉没成本,可能会节省成本。两组间的质量调整生命年无统计学差异。局限性:本试验依赖于回顾性自我报告的酒精摄入量。预先登记的多重归因敏感性分析的结果与预先登记的初级分析的结果不一致(一种对缺失数据的保守方法,假设无反应者在基线水平饮酒),与比较组相比,干预组每周减少0.98个单位(95%置信区间-2.67至0.70)。根据缺失数据的模式,独立的数据监测委员会建议进行多重输入。结论:与英国国家健康服务酒精建议网页相比,“少喝”似乎对减少饮酒人数增加和高风险的饮酒者有效,如果在人群中广泛使用,可能会节省成本。未来的工作:在英国,“少喝酒”计划将被广泛推广,并为日益增加和高风险的饮酒者提供廉价的支持。未来的工作应该研究不同的推广策略和在医疗环境中实施应用程序的方法,并使其适应其他国家。资助:本摘要介绍了由国家卫生和保健研究所(NIHR)公共卫生研究方案资助的独立研究,奖励号为NIHR127651。