评估法国失业对焦虑和抑郁影响的信息学方法

IF 0.6 Q4 ECONOMICS
Ariadna Ramos-Gomez, Aldo A. Pérez-Escatel, Elio-Atenógenes Villaseñor-García, C. Ramos-Remus
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引用次数: 1

摘要

摘要心理健康是生产力的关键因素,也是人口总体幸福感的指标。过去几年,越来越多的证据表明,失业对人口的心理健康产生了负面影响,从而降低了其整体福祉。这项研究评估了失业率和心理健康的相关性,特别是抑郁和焦虑是否因2009年法国债务危机期间失业率的上升而增加。我们遵循信息学的方法,首先创建了一个痛苦指数,解释了所有与抑郁和焦虑相关的单词。然后,通过调动谷歌趋势数据,我们在多元线性回归分析中使用了法国不同的经济和就业相关数据集作为协变量。这项研究是第一批通过痛苦指数使用广泛搜索词的研究之一,该指数不仅限于“抑郁”和“焦虑”,还考虑了个人在寻求抑郁和焦虑信息时可能使用的相关术语。这也是法国最早将信息学方法引入健康经济学的研究之一。结果显示,每增加一个单位的失业救济金需求,搜索遇险指数的流量就会增加0.09%,这是一个微小的正增长。失业救济需求对痛苦指数的温和影响可以从法国社会保护政策的各个方面来解释。本文包括有价值的政策建议,决策者可以从中受益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An infodemiology approach to assess the impact of unemployment on anxiety and depression in France
Abstract Mental health is a key factor for productivity and an indicator of the general well-being of the population. There has been growing evidence in past years that unemployment negatively affects the mental health of the population and, hence, reduces its overall well-being. This study assesses the unemployment and mental health correlation and, specifically, whether depression and anxiety increased due to the rise in unemployment during the 2009 debt crisis in France. We followed an infodemiology approach by first creating a distress index that accounted for all depression and anxiety-related words. Then, by mobilizing Google Trends data, we used diverse economic- and employment-related datasets for France as covariates in multiple linear regression analyses. This study is one of the first to use broad search terms through a distress index that was not restricted to the words “depression” and “anxiety,” but also considered associated terms that individuals may use when seeking information on depression and anxiety. This is also one of the first studies to introduce an infodemiology approach to health economics in France. The results showed that for each unit of additional demand for unemployment benefit, the search traffic for the distress index increased by 0.09%, a positive increase that was minor. The mild effect of demand for unemployment benefits on the distress index may be explained by aspects of social protection policies in France. This paper includes valuable policy suggestions, whereof policymakers could benefit from.
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来源期刊
CiteScore
2.60
自引率
0.00%
发文量
15
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