Social media and suicide: Empirical evidence from the quasi‐exogenous geographical adoption of Twitter

IF 4.8 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Alexis Du, Thomas Renault
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引用次数: 0

Abstract

Social media usage is often cited as a potential driver behind the rising suicide rates. However, distinguishing the causal effect—whether social media increases the risk of suicide—from reverse causality, where individuals already at higher risk of suicide are more likely to use social media, remains a significant challenge. In this paper, we use an instrumental variable approach to study the quasi‐exogenous geographical adoption of Twitter and its causal relationship with suicide rates. Our analysis first demonstrates that Twitter's geographical adoption was driven by the presence of certain users at the 2007 South by Southwest (SXSW) festival, which led to long‐term disparities in adoption rates across counties in the United States. Then, using a two‐stage least squares regression and controlling for a wide range of geographic, socioeconomic, and demographic factors, we find no significant relationship between Twitter adoption and suicide rates.
社交媒体与自杀:来自Twitter准外生地理采用的经验证据
社交媒体的使用通常被认为是自杀率上升的潜在驱动因素。然而,区分因果关系(社交媒体是否增加了自杀风险)与反向因果关系(自杀风险较高的人更有可能使用社交媒体)仍然是一个重大挑战。在本文中,我们使用工具变量方法来研究Twitter的准外生地理采用及其与自杀率的因果关系。我们的分析首先表明,Twitter的地理采用是由2007年西南偏南(SXSW)节的某些用户的存在所驱动的,这导致了美国各县采用率的长期差异。然后,使用两阶段最小二乘回归并控制了广泛的地理,社会经济和人口因素,我们发现Twitter采用与自杀率之间没有显着关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Annals of the New York Academy of Sciences
Annals of the New York Academy of Sciences 综合性期刊-综合性期刊
CiteScore
11.00
自引率
1.90%
发文量
193
审稿时长
2-4 weeks
期刊介绍: Published on behalf of the New York Academy of Sciences, Annals of the New York Academy of Sciences provides multidisciplinary perspectives on research of current scientific interest with far-reaching implications for the wider scientific community and society at large. Each special issue assembles the best thinking of key contributors to a field of investigation at a time when emerging developments offer the promise of new insight. Individually themed, Annals special issues stimulate new ways to think about science by providing a neutral forum for discourse—within and across many institutions and fields.
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