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戒烟中的同伴效应:泰国一项工作场所干预措施的工具变量分析

Peer effects in smoking cessation: An instrumental variables analysis of a worksite intervention in Thailand.

作者信息

Lowenstein Christopher, Dow William H, White Justin S

机构信息

Division of Health Policy and Management, University of California, Berkeley School of Public Health, Berkeley, California, USA.

Philip R. Lee Institute for Health Policy Studies and Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA.

出版信息

SSM Popul Health. 2020 Aug 26;12:100659. doi: 10.1016/j.ssmph.2020.100659. eCollection 2020 Dec.

DOI:10.1016/j.ssmph.2020.100659
PMID:32964096
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7490727/
Abstract

While smoking is widely acknowledged to be a social activity, limited evidence exists on the extent to which friends influence each other during worksite-based tobacco cessation interventions. Drawing on data from adult smokers (N = 1823) in a large, cluster randomized controlled trial in worksites in Thailand, this study examines the presence of social spillovers in the decision to abstain from smoking. We leverage a unique aspect of social network structure in these data-the existence of non-overlapping friendship networks-to address the challenge of isolating the effects of peers on smoking behavior from the confounding effects of endogenous friend selection and bidirectional peer influence. We find that individuals with workplace friends who have abstained from smoking during the trial are significantly more likely to abstain themselves. Instrumental variables estimates suggest that abstinence after 3 and 12 months increases 26 and 32 percentage points, respectively, for each additional workplace friend who abstains. These findings highlight the potential for workplace interventions to use existing social networks to magnify the effect of individual-level behavior change, particularly in low- and middle-income countries where tobacco cessation support tends to be limited.

摘要

虽然吸烟被广泛认为是一种社会活动,但关于在基于工作场所的戒烟干预措施中朋友之间相互影响程度的证据有限。本研究利用泰国工作场所一项大型整群随机对照试验中成年吸烟者(N = 1823)的数据,考察戒烟决定中社会溢出效应的存在情况。我们利用这些数据中社交网络结构的一个独特方面——不重叠友谊网络的存在——来应对将同伴对吸烟行为的影响与内生性朋友选择和双向同伴影响的混杂效应隔离开来的挑战。我们发现,在试验期间有已戒烟的职场朋友的个体自己戒烟的可能性显著更高。工具变量估计表明,每多一个在职场中戒烟的朋友,3个月和12个月后的戒烟率分别提高26个和32个百分点。这些发现凸显了工作场所干预利用现有社交网络放大个体层面行为改变效果的潜力,特别是在戒烟支持往往有限的低收入和中等收入国家。

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本文引用的文献

1
Incentive programmes for smoking cessation: cluster randomized trial in workplaces in Thailand.激励戒烟计划:在泰国工作场所进行的群组随机试验。
BMJ. 2020 Oct 14;371:m3797. doi: 10.1136/bmj.m3797.
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The Use of Instrumental Variables in Peer Effects Models.工具变量在同伴效应模型中的应用
Oxf Bull Econ Stat. 2019 Oct;81(5):1179-1191. doi: 10.1111/obes.12299. Epub 2019 Feb 4.
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Social network interventions for health behaviours and outcomes: A systematic review and meta-analysis.社交网络干预对健康行为和结果的影响:系统评价和荟萃分析。
PLoS Med. 2019 Sep 3;16(9):e1002890. doi: 10.1371/journal.pmed.1002890. eCollection 2019 Sep.
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Enhancing partner support to improve smoking cessation.加强伴侣支持以促进戒烟。
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Individual Versus Team-Based Financial Incentives to Increase Physical Activity: A Randomized, Controlled Trial.个人与团队为基础的增加身体活动的经济激励措施:一项随机对照试验。
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Instrumental variables estimates of peer effects in social networks.社交网络中同伴效应的工具变量估计
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