解释因Covid-19而导致的过度死亡率的国际差异
Donya Brown1, Martina Dattilo2, James Rockey3
1Bank of Jamaica, Kingston, Jamaica.
Scientific reports
|April 22, 2025
概括
法治的实力,降雨量和海边居民对这些国家产生了重大影响.
科学领域:
- 流行病学 流行病学
- 公共卫生 公共卫生
- 计量经济学 计量经济学
背景情况:
- 在COVID-19死亡率的跨国变化是相当大的.
- 许多社会经济和环境因素与COVID-19的结果相关.
- 鉴定关键驱动因素是具有挑战性的,因为大量的潜在解释变量.
研究的目的:
- 确定解释COVID-19过度死亡率跨国变化的最重要的因素.
- 克服在高维环境中的多对线性和模型选择的挑战.
主要方法:
- 采用贝叶斯模型平均值 (BMA) 进行可靠的统计推断.
- 利用过度死亡率数据进行标准化的国际比较.
- 专注于一系列全面的社会,经济和环境变量.
主要成果:
- 法治的实力成为控制COVID-19的主要决定因素.
- 地理因素,特别是降雨量和海上居民的存在,也被认为是重要的.
- 从大量潜在因素中,BMA有效地确定了关键预测因素.
结论:
- 治理,特别是法治,在疫情制中起着至关重要的作用.
- 环境和地理特征是理解死亡率差异的重要考虑因素.
- 该研究强调了BMA在分析复杂,多因素的公共卫生问题方面的实用性.
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