自杀、性别和社会经济因素:对斯洛伐克共和国79个县的小组研究

IF 0.7 Q4 CRIMINOLOGY & PENOLOGY
J. Harman, E. Rievajová
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引用次数: 0

摘要

本文的目的是探讨斯洛伐克共和国按性别和社会经济因素划分的自杀率之间的关系。设计/方法/方法本文使用斯洛伐克共和国79个县1997-2019年期间的面板数据。使用的方法包括固定效应回归和敏感性分析。此外,还使用了带有滞后变量的回归。研究结果表明,无论男女,人均收入和失业率都与自杀率上升的风险有关。经济增长是负相关的,而且只对妇女有意义。妇女参与劳动力市场并没有产生重大影响。离婚、生育率等社会因素对男性的影响较大,但对女性的影响较小。强烈的信仰与男性自杀率的上升有关。敏感性分析证实了结果。本文还通过使用滞后变量检验了效应累积的可能性。失业率只在同一年份有显著影响,而且只对男性有显著影响。人均收入和经济增长对男女的影响不显著。如果在前一年进行测量,离婚率与男性有显著的正相关关系。生育率与妇女在产后两年的自杀率呈负相关。女性在劳动力市场的较高参与率与同期男性自杀率呈正相关。研究的局限性/意义本文的一些局限性需要说明。首先,数据不平衡,一些地区和年份的数据缺失。此外,最多只能收集29年的数据(因为斯洛伐克共和国从1993年才成立)。此外,自杀研究中的重要变量,如酒精消费或药物使用,没有在地区一级收集。因此,数据供应不足阻碍了斯洛伐克共和国对这一领域的研究。第二,在斯洛伐克共和国缺乏以往的研究。据作者所知,这是第一篇处理斯洛伐克共和国自杀和社会经济因素问题的论文;因此,斯洛伐克共和国影响本文结果的一些重要因素可能会被遗漏。第三,方法方法的局限性可能会影响论文。滞后变量方法可能需要进一步的方法改进和研究,如实现结构回归模型。原创性/价值据作者所知,这种关系尚未在斯洛伐克得到审查。这为本文提供了空间。根据本文提供的信息,在制定自杀预防计划时,考虑个人的经济和社会环境是很重要的。这篇论文的结果可能会为卫生政策制定者提供有用的指导方针,但解决这个问题肯定需要进一步的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Suicide, gender and socio-economic factors: a panel study of 79 counties in the Slovak Republic
Purpose The purpose of this paper is to explore the relationship between suicide rates broken down by gender and socio-economic factors in the Slovak Republic. Design/methodology/approach This paper uses panel data of 79 counties of the Slovak Republic for the period 1997–2019. Methodology used includes fixed effects regression and sensitivity analysis. Also, regressions with lagged variables are used. Findings The results show that per capita income and unemployment rate are associated with increased risk of suicide rates for both genders. Economic growth is negatively correlated and significant only for women. Women’s participation in the labor market does not have a significant impact. Social factors, such as divorce and fertility rate, have a significant effect on men but insignificant on women. Strong faith is associated with increasing men’s suicide rates. Sensitivity analysis confirmed the results. This paper also examined the possibility of cumulation of the effects by using lagged variables. Unemployment rate has a significant effect only in the simultaneous year and for men only. Per capita income and economic growth have insignificant impact for both the genders. Divorce rate has a significant positive relationship for men, if measured in the previous year. The fertility rate is negatively correlated with the suicide rate of women up to two years after the birth. Higher participation of women in the labor market has a positive relationship with men’s suicides in the simultaneous year. Research limitations/implications Few limitations of this paper need to be stated. First, the data are not balanced, as data for some districts and years are missing. Also, it is possible to collect data only for a maximum period of 29 years (as the Slovak Republic exists only from year 1993). Moreover, important variables in suicide research, like alcohol consumption or drug use, are not collected on the district level. Therefore, poor data availability is putting barriers to research of this area in the Slovak Republic. Second, there is a lack of previous studies in the Slovak Republic. According to the authors’ knowledge, this is the first paper to deal with issue of suicides and socio-economic factors in the Slovak Republic; therefore, some important factors of the Slovak Republic influencing the results of this paper may be missed. Third, limitations in the methodological approach might influence the paper. The lagged-variables approach might require further methodological improvements and research like implementing a structural regression model. Originality/value According to knowledge of the authors, this relationship has not yet been examined in Slovakia. This provided space for this paper. According to the information presented in this paper, it is important to take individual economic and social circumstances into account when developing suicide prevention programs. The results of this paper may lead to useful guidelines for health policymakers, but addressing this issue certainly requires further research.
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