Modeling the relationship between temperature and mortality : a case study in SENEGAL

M. Faye, A. Deme, A. Diongue
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Abstract

In this paper, we have used the Generalized Additive Model (GAM) to investigate the relationships between high temperature and daily number of deaths in Niakhar, a Sehalian-Sudanese climate in central Senegal. Daily data on number of deaths and meteorological variables over the period of 1983-2013 were considered. Descriptive statistics show that, over the study period, the total of non-accidental deaths were 12,798, among which we notice that 490 persons (3.83%) died of cardiovascular disease, 1,015 persons (7.93%) died of respiratory disease, 3,970 persons (31.02%) died of certain infectious and parasitic diseases, and 224 persons (1.75%) died of nervous system disease From the GAM model, we observe that high temperature significantly increased the relative risk (RR)Indeed, relative risk of deaths due to cardiovascular disease is 1.034 with a 95% confidence intervals (CI) 1.025 to 1.044, while it is 1.030 with a 95% CI 1.026 to 1.033 for certain infectious and parasitic disease. For respiratory disease, the RR is 1.012 with a 95% CI 1.007 to 1.017, and for nervous system disease, the relative risk is 1.034 with 95% CI 1.026 to 1.043.
模拟温度与死亡率之间的关系:塞内加尔的一个案例研究
在本文中,我们使用广义加性模型(GAM)研究了塞内加尔中部的塞内加尔-苏丹气候Niakhar的高温与日死亡人数之间的关系。考虑了1983-2013年期间关于死亡人数和气象变量的每日数据。描述性统计表明,在研究期间,非意外死亡总数为12,798人,其中490人(3.83%)死于心血管疾病,1,015人(7.93%)死于呼吸系统疾病,3,970人(31.02%)死于某些传染病和寄生虫病,224人(1.75%)死于神经系统疾病。从GAM模型中,我们观察到高温显著增加了相对风险(RR)。心血管疾病的相对死亡风险为1.034,95%可信区间(CI)为1.025 ~ 1.044,而某些传染病和寄生虫病的相对死亡风险为1.030,95%可信区间为1.026 ~ 1.033。呼吸系统疾病的相对危险度为1.012,95% CI为1.007 ~ 1.017;神经系统疾病的相对危险度为1.034,95% CI为1.026 ~ 1.043。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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