Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin (Campus Charité Mitte), Berlin, Germany; Department of Education and Psychology, Clinical Psychology and Psychotherapy, Freie Universität Berlin, Berlin, Germany.
Department of Education and Psychology, Clinical Psychology and Psychotherapy, Freie Universität Berlin, Berlin, Germany; Departement of Educational Sciences and Psychology, Clinical and Biological Psychology, Technische Universität Dortmund, Dortmund, Germany.
Int J Med Inform. 2024 Aug;188:105486. doi: 10.1016/j.ijmedinf.2024.105486. Epub 2024 May 14.
Alcohol is often consumed in a social context. We aim to investigate whether social mobile sensing is associated with real-world social interactions and alcohol consumption. In addition, we investigate how social restriction policies implemented during the COVID-19 pandemic have influenced these associations.
We conducted a smartphone-based ecological momentary assessment (EMA) study for 7 days over a 213-day period from 8 August 2020 to 9 March 2021 in Germany, including both no-lockdown and lockdown stages. Participants used a smartphone application which passively collects data on social behavior (e.g., app usage, phone calls, SMS). Moreover, we assessed real-world social interactions and alcohol consumption via daily questionnaires.
We found that each one-hour increase in social media usage was associated with a 40.2% decrease in the average number of drinks consumed. Mediation analysis suggested that social media usage decreases alcohol intake through decreased real-world social interactions. Notably, we did not find that any significant influence of the lockdown stage on the association between social mobile sensing and alcohol intake.
Our study suggests that people who use more social media drink less, likely due to reduced face-to-face social interactions. This highlights the potential of social mobile sensing as an objective measure of social activity and its implications for understanding alcohol consumption behavior.
酒精通常在社交环境中被消费。我们旨在研究社交移动感知是否与现实世界中的社交互动和酒精消费有关。此外,我们还研究了 COVID-19 大流行期间实施的社交限制政策如何影响这些关联。
我们在德国进行了一项基于智能手机的生态瞬间评估(EMA)研究,为期 7 天,跨越了 2020 年 8 月 8 日至 2021 年 3 月 9 日的 213 天,包括无封锁和封锁阶段。参与者使用智能手机应用程序被动收集社交行为数据(例如,应用程序使用情况、电话、短信)。此外,我们通过每日问卷评估现实世界中的社交互动和酒精消费。
我们发现,社交媒体使用时间每增加一小时,平均饮酒量就会减少 40.2%。中介分析表明,社交媒体使用通过减少现实世界中的社交互动来降低酒精摄入量。值得注意的是,我们没有发现封锁阶段对社交移动感知与酒精摄入之间关联的任何显著影响。
我们的研究表明,使用更多社交媒体的人饮酒较少,可能是由于面对面社交互动减少。这凸显了社交移动感知作为社交活动客观测量手段的潜力,以及其对理解酒精消费行为的意义。