1950-2003年日本人自杀年龄-时期-队列分析:贝叶斯队列模型分析。

Yosuke Ooe, Yuko Ohno, Takashi Nakamura
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引用次数: 0

摘要

日本的自杀率是世界上最高的之一,这给我们带来了相当大的挑战。人口统计数据显示,自杀人数呈上升趋势,自1998年以来,每年大约有3万人自杀。自杀趋势不仅与经济繁荣和萧条有关,而且与某些世代和年龄组有关。在20世纪50年代,20多岁的人自杀率非常高,这一群体与80年代的中年一代相同。重要的是要分别了解自杀率的趋势和所分析的数字,以确定影响自杀的不同因素。这些因素包括年龄、时间段、队列、年龄和时间段之间的相互作用以及人口构成的变化。我们使用贝叶斯队列模型对日本各年龄组自杀率的年度趋势进行了年龄期队列分析。在Nakamura方法的帮助下,我们已经能够分解年龄、时间段、队列和年龄与时期的相互作用的影响。由30年代出生的人组成的队列显示出相对较高的自杀率。目前50多岁的男性也属于高自杀率群体。关于时期效应、商业周期和不同时期的相互作用效应,很明显,1960年左右20岁出头的年轻人的高自杀率正在放缓,尤其是在男性中。相反,最近有一个明显的趋势,即50多岁的男性自杀率最高。本研究证实年龄-时期-队列分析可以描述日本人自杀死亡率的这些趋势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Age-period-cohort analysis of suicides among Japanese 1950-2003: a Bayesian cohort model analysis.

The suicide rate in Japan is one of the highest in the world and presents us with a considerable challenge. Demographic statistics show that the number of suicides is on the rise, and at roughly 30,000 people per year have committed suicide since 1998. Suicide trends are not only related to economic boom and bust but also to certain generations and age groups. During the 1950s, there was a remarkably high suicide rate among people in their 20s, and this cohort was identical to that of the middle-age generation in the 1980s. It is important to separately understand both the trend of suicide rates and the numbers analyzed to determine the different factors that influence suicide. These include age, time period, cohort, interaction between age and time period, and changes in population composition. We performed an age-period-cohort analysis of annual trends of suicide rates by age group in Japan using a Bayesian cohort model. With the help of the Nakamura method, we have been able to break down the effects of age, time period, cohort, and the age-by-period interaction. The cohort comprised of people born in the 1930s demonstrated a relatively high suicide rate. Men currently in their 50s also belong to a high suicide rate cohort. Regarding the period effect, business cycles and by-period interaction effect, it became apparent that the high suicide rate among young adults in their early 20s around 1960 was slowing, especially among men. Instead, there was an obvious recent trend for men in their late 50s to have the highest suicide rate. This study confirmed that age-period-cohort analysis can describe these trends of suicide mortality of the Japanese.

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