韩国自杀预防政策中减少自杀目标的可行性:来自时间序列分析的见解。

IF 3 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL
Seunghyong Ryu, Seon-Hwa Baek, Min Jhon, Honey Kim, Ju-Yeon Lee, Jae-Min Kim, Sung-Wan Kim
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引用次数: 0

摘要

背景:本研究评估了韩国目前的国家自杀预防政策,即第五次自杀预防总体计划(2023-2027)所设定的自杀率降低目标的可行性。该政策旨在将自杀率从2021年的26/10万降低到2027年的18.2/10万。方法:采用2011年以来每月自杀统计数据。使用贝叶斯回归和自回归综合移动平均(ARIMA)模型,我们进行了中断时间序列分析,以估计先前的政策,即国家预防自杀行动计划(2018-2022)对自杀率的影响。我们假设这是当前政策预期的额外自杀减少。我们使用贝叶斯回归和ARIMA模型对2023年至2027年的自杀率进行了点预测和模拟。结果:中断时间序列分析并没有显示先前政策导致的自杀率显著降低。这两个模型的点预测表明,到2027年,自杀率将保持在24/100,000左右。几乎所有对2027年自杀率的模拟都没有达到18.2/10万的政策目标。结论:研究结果表明,根据目前的趋势和之前政策的有限有效性,韩国政府2027年的自杀率降低目标可能无法实现。自杀预防政策的目标应该是基于证据的、可实现的和可问责的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Practicability of Suicide Reduction Target in Korean Suicide Prevention Policy: Insights From Time Series Analysis.

Background: This study evaluated the practicability of the suicide rate reduction target set by the current national suicide prevention policy in Korea, the fifth Master Plan for Suicide Prevention (2023-2027). This policy aims to lower the suicide rate from 26/100,000 in 2021 to 18.2/100,000 by 2027.

Methods: We utilized monthly suicide statistics data from 2011 onwards. Using Bayesian regression and Autoregressive Integrated Moving Average (ARIMA) models, we conducted interrupted time series analyses to estimate the effect of the previous policy, the National Action Plan for Suicide Prevention (2018-2022), on suicide rates. We assumed this as the additional suicide reduction expected from the current policy. We generated point predictions and simulations for suicide rates from 2023 to 2027 using Bayesian regression and ARIMA models.

Results: The interrupted time series analyses did not reveal a significant reduction in suicides attributable to the previous policy. Point predictions from the two models indicated that the suicide rate would remain approximately 24/100,000 in 2027. Almost all of the simulations of the 2027 suicide rate did not meet the policy target of 18.2/100,000.

Conclusion: The findings suggest that the Korean government's suicide rate reduction target for 2027 is likely unattainable based on current trends and the limited effectiveness of previous policies. The objectives of suicide prevention policies should be evidence-based, attainable, and accountable.

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来源期刊
Journal of Korean Medical Science
Journal of Korean Medical Science 医学-医学:内科
CiteScore
7.80
自引率
8.90%
发文量
320
审稿时长
3-6 weeks
期刊介绍: The Journal of Korean Medical Science (JKMS) is an international, peer-reviewed Open Access journal of medicine published weekly in English. The Journal’s publisher is the Korean Academy of Medical Sciences (KAMS), Korean Medical Association (KMA). JKMS aims to publish evidence-based, scientific research articles from various disciplines of the medical sciences. The Journal welcomes articles of general interest to medical researchers especially when they contain original information. Articles on the clinical evaluation of drugs and other therapies, epidemiologic studies of the general population, studies on pathogenic organisms and toxic materials, and the toxicities and adverse effects of therapeutics are welcome.
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