van den Ende Maarten W J, Freichel René, van der Maas Han L J, Wiers Reinout W, Epskamp Sacha
Department of Psychology, University of Amsterdam, Amsterdam, Noord-Holland, The Netherlands.
Department of Psychology, National University of Singapore, Singapore, Singapore.
Alcohol Clin Exp Res (Hoboken). 2025 Jan;49(1):217-225. doi: 10.1111/acer.15486. Epub 2025 Jan 1.
The complex interactions between an individual's drinking behavior and their social environment is crucial but understudied, particularly in mature adult populations. Our aim is to unravel these complexities by investigating how personal drinking patterns are related to those of one's social environment over time, and what the interplay is with personal factors such as occupational prestige and smoking behavior.
The present study adopts an innovative graphical autoregressive (GVAR) panel network modeling approach to investigate the dynamics between personal drinking habits and social environmental factors, utilizing a comprehensive longitudinal dataset from the Framingham Heart Study with a large sample of predominantly mature adults (N = 1719-5718) connected within a social network. We explored both temporal and contemporaneous associations between individuals' drinking habits (self-reported), smoking behavior (self-reported), perceived job prestige (Treiman prestige score), and the drinking behaviors of their social environment. The latter consists of the proportion of abstaining, moderate drinking, and heavy drinking social connections of each subject.
Our findings reveal significant associations between participants' behavior and that of their peers, with reciprocal interactions, substantiating the importance of the influence of one's social network for mature individuals. We found dynamic, reciprocal associations between an individual's drinking behavior and that of their peers, with periods of increased or decreased drinking correlating with increased connections to heavy drinkers or abstainers, respectively. In addition, when individuals drink more than usual, they also tend to consume more cigarettes, and vice versa.
The reciprocal feedback loops identified between an individual's drinking behavior and their social environment highlight the crucial role of social influences in shaping drinking behavior, including among older people. This emphasizes the need to consider social elements in the development of future theories, models, and interventions aimed at addressing problematic alcohol consumption in this vulnerable population.
个人饮酒行为与其社会环境之间的复杂相互作用至关重要,但却未得到充分研究,尤其是在成年人群体中。我们的目标是通过研究个人饮酒模式如何随时间与社会环境中的饮酒模式相关联,以及与职业声望和吸烟行为等个人因素之间的相互作用,来揭示这些复杂性。
本研究采用创新的图形自回归(GVAR)面板网络建模方法,利用弗雷明汉心脏研究的综合纵向数据集,调查个人饮酒习惯与社会环境因素之间的动态关系。该数据集包含大量主要为成年人的样本(N = 1719 - 5718),这些样本在社会网络中相互关联。我们探讨了个体饮酒习惯(自我报告)、吸烟行为(自我报告)、感知工作声望(特雷曼声望得分)与其社会环境中饮酒行为之间的时间和同期关联。社会环境因素由每个受试者戒酒、适度饮酒和重度饮酒社交关系的比例组成。
我们的研究结果揭示了参与者行为与其同龄人行为之间的显著关联,并存在相互作用,证实了社会网络对成年人影响的重要性。我们发现个体饮酒行为与其同龄人饮酒行为之间存在动态的相互关联,饮酒量增加或减少的时期分别与与重度饮酒者或戒酒者的联系增加相关。此外,如果个体饮酒比平时多,他们也往往会吸更多的烟,反之亦然。
在个体饮酒行为与其社会环境之间发现的相互反馈回路凸显了社会影响在塑造饮酒行为中的关键作用,包括在老年人中。这强调了在制定未来旨在解决这一脆弱人群中酒精消费问题的理论、模型和干预措施时,需要考虑社会因素。