Makunyane Malebo Sephule, Rautenbach Hannes, Wichmann Janine
School of Health Systems and Public Health, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa.
Front Epidemiol. 2025 Jun 3;5:1553553. doi: 10.3389/fepid.2025.1553553. eCollection 2025.
Evidence is limited on the impact of temperature variability (TV) on health in low-and-middle-income countries (LMICs), such as South Africa. This study examined the association between TV and cardiovascular disease (CVD) and respiratory disease (RD) mortality in five South African cities.
Daily mortality and meteorological data in five South African cities (Bloemfontein, Cape Town, Durban, Johannesburg, and Gqeberha) were collected from Statistics South Africa and the South African Weather Service for the period 2006-2016. TV was calculated as the standard deviation of the daily minimum and maximum temperatures over the exposure period. City-specific risks were estimated using quasi-Poisson regression models combined with distributed lag nonlinear models, adjusting for potential confounders. A meta-analysis was then conducted to pool the overall estimates across cities. Additionally, stratified analyses by age group and sex were performed to assess effect modification.
A total of 213,875 cardiovascular and 114,887 respiratory deaths were recorded in the five cities during the study period. The risks with increasing TV were higher for RD mortality as compared to CVD mortality. The pooled estimates showed the highest and significant increase in RD mortality of 1.21(95% CI: 1.04;1.38) per an increase in TV at 0-2 days from the 25th to the 50th percentile for all ages combined. The elderly appeared more vulnerable to RD mortality than <65 years age group, with significant mortality risks per increase in TV at 0-2 days (RR = 1.18, 95% CI: 1.04; 1.32),0-3 days (RR = 1.16, 95% CI: 1.04; 1.28) and at 0-7 days (RR = 1.12, 95% CI: 1.02; 1.22) from the 50th to the 75th percentile. A stratified analysis showed the elderly and women as more vulnerable. The pooled results across the five cities suggested no statistically significant TV effect on CVD mortality.
This study found a short-term association between temperature variability and respiratory mortality, especially among elderly individuals and women, in five South African cities. No significant effect was observed for cardiovascular mortality. The findings support targeted public health strategies that account for temperature-related risks in vulnerable populations.
关于温度变异性(TV)对南非等低收入和中等收入国家(LMICs)健康影响的证据有限。本研究调查了南非五个城市的TV与心血管疾病(CVD)和呼吸道疾病(RD)死亡率之间的关联。
收集了南非统计局和南非气象局提供的2006 - 2016年期间南非五个城市(布隆方丹、开普敦、德班、约翰内斯堡和伊丽莎白港)的每日死亡率和气象数据。TV计算为暴露期内每日最低和最高温度的标准差。使用准泊松回归模型结合分布滞后非线性模型估计特定城市的风险,并对潜在混杂因素进行调整。然后进行荟萃分析以汇总各城市的总体估计值。此外,按年龄组和性别进行分层分析以评估效应修正。
在研究期间,五个城市共记录了213,875例心血管死亡和114,887例呼吸道死亡。与CVD死亡率相比,TV增加时RD死亡率的风险更高。汇总估计显示,在所有年龄组中,TV从第25百分位数增加到第50百分位数且滞后0 - 2天,RD死亡率最高且显著增加1.21(95% CI:1.04;1.38)。老年人似乎比65岁以下年龄组更容易受到RD死亡率的影响,在TV从第50百分位数增加到第75百分位数且滞后0 - 2天(RR = 1.18,95% CI:1.04;1.32)、0 - 3天(RR = 1.16,95% CI:1.04;1.28)和0 - 7天(RR = 1.12,95% CI:1.02;1.22)时,死亡率风险显著增加。分层分析显示老年人和女性更易受影响。五个城市的汇总结果表明TV对CVD死亡率无统计学显著影响。
本研究发现南非五个城市的温度变异性与呼吸道死亡率之间存在短期关联,尤其是在老年人和女性中。未观察到对心血管死亡率有显著影响。这些发现支持针对弱势群体中与温度相关风险的有针对性的公共卫生策略。