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智利的人口福祉和 COVID-19 疫苗接种计划:来自谷歌趋势的证据。

Population well-being and the COVID-19 vaccination program in Chile: evidence from Google Trends.

机构信息

Departamento de Ingeniería Comercial, Universidad Técnica Federico Santa María, Chile.

Facultad de Administración y Economía, Universidad Diego Portales, Chile.

出版信息

Public Health. 2023 Jun;219:22-30. doi: 10.1016/j.puhe.2023.03.007. Epub 2023 Mar 17.

Abstract

OBJECTIVE

We analyze the dynamics of the mental well-being of the Chilean population in response to the progress of the vaccination strategy implemented by the government.

STUDY DESIGN

This study aims at investigating the possibility of using Google Trends as an instrument for tracking mental well-being of the Chilean population.

METHODS

We use the volume of searches for keywords in Google Trends (GT) related to Anguish, Anxiety, Depression, and Stress as a proxy for population well-being. Using event study methods, we analyze social attention reactions to news about the vaccination program. We implement a Difference-in-Difference-in-Differences estimation to estimate changes in population welfare by socio-economic status induced by the progress of inoculation.

RESULTS

We show that social attention to mental health problems is sensitive to news about the vaccination program. Moreover, and most importantly, we find that mental well-being responds positively to the percentage of inoculated people. This phenomenon appear to be permanent and affected by socio-economic status, with the wealthier population experiencing greater improvements than the less wealthy.

CONCLUSIONS

During the COVID-19 vaccination program in Chile, social attention to mental health problems appears to be sensitive to news about the vaccination program. There is also strong evidence of socio-economic status-induced heterogeneity in population responses to program implementation. The above phenomena appears to be permanent and cannot be attributed to either socio-economic segregation in access to vaccines or to the highly stratified schedule of the vaccination program.

摘要

目的

我们分析了智利人口的心理健康动态,以应对政府实施的疫苗接种策略的进展。

研究设计

本研究旨在探讨使用 Google Trends 作为跟踪智利人口心理健康的工具的可能性。

方法

我们使用 Google Trends(GT)中与苦恼、焦虑、抑郁和压力相关的关键字搜索量作为人口福祉的代理。使用事件研究方法,我们分析了对疫苗接种计划新闻的社会关注反应。我们实施了差异中的差异中的差异估计,以根据接种进度按社会经济地位估算人口福利的变化。

结果

我们表明,对心理健康问题的社会关注对疫苗接种计划的新闻敏感。此外,最重要的是,我们发现心理健康状况对接种人数的百分比呈正响应。这种现象似乎是永久性的,并受社会经济地位的影响,富裕人群的改善程度大于较贫穷人群。

结论

在智利的 COVID-19 疫苗接种计划期间,对心理健康问题的社会关注似乎对疫苗接种计划的新闻敏感。也有强有力的证据表明,人口对计划实施的反应存在社会经济地位诱导的异质性。上述现象似乎是永久性的,不能归因于疫苗接种的社会经济隔离,也不能归因于疫苗接种计划的高度分层时间表。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a21/10020036/3b3fe269eee9/gr1_lrg.jpg

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