Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena (Italy);
"Marco Biagi" Department of Economics & Marco Biagi Foundation, University of Modena and Reggio Emilia, Modena (Italy).
Epidemiol Prev. 2020 Sep-Dec;44(5-6 Suppl 1):64-71. doi: 10.19191/EP20.5-6.S1.P064.075.
to analyse the association between suicide rates and credit to the economy in Italy, and the potential role of social protection measures (SPMs) as buffering mechanism.
descriptive study.
data were derived from the Italian National Institute of Statistics and from the Organisation for Economic Co-operation and Development. Fixed-effects panel regressions were run to test the association between male and female suicide rates and the rate of growth of the credit-to-GDP (CTG) ratio. The buffering role of social protection measures was investigated. The observation period was from 1990 to 2014.
regional male and female rates of suicide.
male suicide rate is influenced by the rate of growth of the CTG ratio: a one-unit decrease in the latter is associated with 1.26 more suicides every 10,000 people. This marginal effect was significant at 1% for men, but not significant for women. Unemployment rate and periods of mass job loss were not associated with the outcome. With respect to SPMs, only public unemployment spending was able to moderate the association between suicide rate and rate of growth of the CTG ratio. A one-unit increase in the rate of growth of public unemployment spending was associated with 0.12 less suicides every 10,000 people, but only among men. Younger and older men were more affected by credit reduction, namely those aged 15-44 years and 75 years or more. Differently, women were not influenced by credit reduction, but only by increased UR in the group aged 55-64 years.
access to credit is a major determinant of psychological well-being for men, but not for women. The rate of growth of the CTG ratio may be more useful than other macroeconomic indicators at identifying the mental health outcomes of economic crises.
分析意大利自杀率与经济信贷之间的关系,以及社会保护措施(SPM)作为缓冲机制的潜在作用。
描述性研究。
数据来自意大利国家统计局和经济合作与发展组织。采用固定效应面板回归检验男性和女性自杀率与信贷占 GDP(CTG)比率增长率之间的关系。调查了社会保护措施的缓冲作用。观察期为 1990 年至 2014 年。
区域男性和女性自杀率。
男性自杀率受 CTG 比率增长率的影响:后者每降低 1 个单位,每 10000 人就会增加 1.26 例自杀。这一边际效应在男性中达到 1%的显著性水平,但在女性中不显著。失业率和大规模失业时期与结果无关。关于 SPM,只有公共失业支出能够缓和自杀率与 CTG 比率增长率之间的关系。公共失业支出增长率每增加 1 个单位,每 10000 人就会减少 0.12 例自杀,但仅限于男性。较年轻和较年长的男性受信贷减少的影响更大,即 15-44 岁和 75 岁或以上的男性。相比之下,女性不受信贷减少的影响,而仅受 55-64 岁年龄组中失业率增加的影响。
获得信贷是男性心理健康的主要决定因素,但不是女性的主要决定因素。CTG 比率增长率可能比其他宏观经济指标更能识别经济危机对心理健康的影响。