Characteristics of and Variation in Suicide Mortality Related to Retirement During the Great Recession: Perspectives From the National Violent Death Reporting System.

IF 4.6 2区 医学 Q1 GERONTOLOGY Gerontologist Pub Date : 2024-06-01 DOI:10.1093/geront/gnae015
Aparna Ananthasubramaniam, David Jurgens, Eskira Kahsay, Briana Mezuk
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Abstract

Background and objectives: Suicide rates typically increase during recessions. However, few studies have explored how recessions affect risk among older adults nearing retirement. This study used a large suicide mortality registry to characterize and quantify suicide related to retirement during the Great Recession (GR).

Research design and methods: Data come from the National Violent Death Reporting System (NVDRS, 2004-2017; N = 53,298 suicide deaths age ≥50). We analyzed the text narratives (i.e., descriptions of the most salient circumstances to each suicide) of these decedents using natural language processing (NLP) to identify cases that were "retirement-related" (RR, e.g., anticipating, being unable to, or recently retiring). We used time-series analysis to quantify variation in RR over the GR, and compared these trends to retirees (i.e., decedents whose occupation was "retired") and all decedents aged ≥50. We used content and network analysis to characterize themes represented in the narratives.

Results: There were 878 RR cases (1.6% of suicides aged ≥50) identified by the NLP model; only 52% of these cases were among retirees. RR cases were younger (62 vs 75 years) and more educated (41.5% vs 24.5% college degree) than retirees. The rate of RR suicide was positively associated with indicators of the GR (e.g., short-term unemployment R2 = 0.70, p = .024), but economic indicators were not correlated with the suicide rate among retirees or older adults in general. Economic issues were more central to the narratives of RR cases during the GR compared to other periods.

Discussion and implications: Recessions shape suicide risk related to retirement transitions.

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大衰退期间与退休有关的自杀死亡率的特征和变化:来自全国暴力死亡报告系统的视角》(Perspectives from the National Violent Death Reporting System)。
背景和目标:经济衰退时期,自杀率通常会上升。然而,很少有研究探讨经济衰退如何影响临近退休的老年人的自杀风险。本研究利用一个大型自杀死亡率登记系统来描述和量化大衰退(GR)期间与退休有关的自杀现象:数据来自全国暴力死亡报告系统(NVDRS,2004-2017 年;N=53,298 例年龄≥50 岁的自杀死亡案例)。我们使用自然语言处理(NLP)技术分析了这些死者的文字叙述(即对每次自杀最突出情况的描述),以识别 "与退休有关"(RR,例如预期退休、无法退休或最近退休)的案例。我们使用时间序列分析来量化 GR 中 RR 的变化,并将这些趋势与退休人员(即职业为 "退休 "的死者)和所有年龄≥50 岁的死者进行比较。我们使用内容和网络分析来描述叙述中的主题:NLP模型共识别出878个RR病例(占≥50岁自杀者的1.6%);其中只有52%的病例属于退休人员。与退休人员相比,RR 病例更年轻(62 岁对 75 岁),受教育程度更高(41.5% 对 24.5%)。RR 自杀率与 GR 指标呈正相关(如短期失业率 R2=0.70,p=0.024),但经济指标与退休人员或一般老年人的自杀率无关。与其他时期相比,经济问题在GR期间的RR案例叙述中更为集中:讨论与启示:经济衰退会影响与退休过渡有关的自杀风险。
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来源期刊
Gerontologist
Gerontologist GERONTOLOGY-
CiteScore
11.00
自引率
8.80%
发文量
171
期刊介绍: The Gerontologist, published since 1961, is a bimonthly journal of The Gerontological Society of America that provides a multidisciplinary perspective on human aging by publishing research and analysis on applied social issues. It informs the broad community of disciplines and professions involved in understanding the aging process and providing care to older people. Articles should include a conceptual framework and testable hypotheses. Implications for policy or practice should be highlighted. The Gerontologist publishes quantitative and qualitative research and encourages manuscript submissions of various types including: research articles, intervention research, review articles, measurement articles, forums, and brief reports. Book and media reviews, International Spotlights, and award-winning lectures are commissioned by the editors.
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