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失业和情绪对男性和女性自杀率的相反非线性影响:来自澳大利亚的证据。

Opposite nonlinear effects of unemployment and sentiment on male and female suicide rates: Evidence from Australia.

机构信息

Melbourne Institute: Applied Economic & Social Research, The University of Melbourne, Australia; ARC Centre of Excellence for Children and Families Over the Life Course, Australia.

Melbourne Institute: Applied Economic & Social Research, The University of Melbourne, Australia.

出版信息

Soc Sci Med. 2022 Jan;292:114536. doi: 10.1016/j.socscimed.2021.114536. Epub 2021 Nov 6.

Abstract

We investigate gender differences in the effects of unemployment and sentiment on suicide rates. Using monthly Australian data, we find a positive relationship between the unemployment rate and the suicide rate, and a negative relationship between consumer sentiment and the suicide rate. However, there is strong evidence of nonlinearity in the effects of both unemployment and sentiment on suicide rates, with substantial gender differences. For men, an increase in the unemployment rate increases the suicide rate, but an unemployment decrease has no effect; we find the opposite for women. For men, an increase in sentiment has stronger effects on the suicide rate than a decrease in sentiment. Again, we observe the opposite effect for women. Among sentiment components, forward-looking expectations are stronger predictors of suicide rates than present conditions. Sentiment has a much stronger effect on male suicide rates than on female suicide rates.

摘要

我们研究了失业和情绪对自杀率的影响在性别上的差异。使用澳大利亚的月度数据,我们发现失业率与自杀率呈正相关,消费者情绪与自杀率呈负相关。然而,失业和情绪对自杀率的影响都存在很强的非线性,并且存在显著的性别差异。对于男性,失业率的上升会增加自杀率,但失业率的下降没有影响;我们发现女性的情况正好相反。对于男性,情绪的上升对自杀率的影响比情绪的下降更大。同样,我们观察到女性的效果相反。在情绪成分中,前瞻性预期比现状更能预测自杀率。情绪对男性自杀率的影响比女性大得多。

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