Centre for Environment and Population Health, Griffith University, Australia; School of Public Health, Sun Yat-sen University, China.
Centre for Environment and Population Health, Griffith University, Australia.
Sci Total Environ. 2018 Jan 1;610-611:983-991. doi: 10.1016/j.scitotenv.2017.08.158. Epub 2017 Aug 20.
Hand-foot-and-mouth disease (HFMD) is a significant public health issue in Asia-pacific countries. Numerous studies have examined the relationship between socio-ecological factors and HFMD however the research findings were inconsistent. This study examined the association between socio-ecologic factors and HFMD in multiple provinces across Vietnam.
We applied a spatial autoregressive model using a Bayesian framework to examine the relationship between HFMD and socio-demographic factors. We used a Generalized Linear Model (GLD) with Poisson family to examine the province-specific association between monthly HFMD and climatic factors while controlling for spatial lag, seasonality and long-term trend of HFMD. Then, we used a random-effect meta-analysis to generate pooled effect size of climate-HFMD association for regional and country scale.
One percent increase in newborn breastfed within 1h of birth, households with permanent houses, and households accessed to safe water resulted in 1.57% (95% CI: -2.25, -0.93), 0.96% (-1.66, -0.23), and 1.13% (-2.16, -0.18) reduction in HFMD incidence, respectively. At the country-level, HFMD increased 7% (RR: 1.07; 95%CI: 1.052-1.088) and 3.1% (RR: 1.031, 95%CI: 1.024-1.039) for 1°C increase in monthly temperature above 26°C and 1% increase in monthly humidity above 76%. Whereas, HFMD decreased 3.1% associated with 1mm increase in monthly cumulative rainfalls. The climate-HFMD relationship was varied by regions and provinces across the country.
The findings reflect an important implication for the climate change adaptation strategies and public-health decision, of which development of weather-based early warning systems should be considered to strengthen communicable disease prevention system.
手足口病(HFMD)是亚太国家的一个重大公共卫生问题。许多研究已经检验了社会生态因素与 HFMD 之间的关系,但研究结果并不一致。本研究检验了越南多个省份社会生态因素与 HFMD 之间的关系。
我们应用贝叶斯框架下的空间自回归模型检验了 HFMD 与社会人口因素之间的关系。我们使用具有泊松家族的广义线性模型(GLM),在控制空间滞后、季节性和 HFMD 长期趋势的情况下,检验了每月 HFMD 与气候因素之间的省级特定关联。然后,我们使用随机效应荟萃分析生成气候-HFMD 关联的区域和国家尺度的汇总效应大小。
出生后 1 小时内母乳喂养新生儿增加 1%、家庭拥有永久性房屋和家庭获得安全用水,HFMD 发病率分别降低 1.57%(95%CI:-2.25,-0.93)、0.96%(-1.66,-0.23)和 1.13%(-2.16,-0.18)。在国家层面,每月温度高于 26°C 每升高 1°C,HFMD 增加 7%(RR:1.07;95%CI:1.052-1.088)和 3.1%(RR:1.031,95%CI:1.024-1.039),每月湿度每增加 1%,HFMD 增加 3.1%。而每月累计降雨量增加 1mm,HFMD 减少 3.1%。气候-HFMD 关系因国家各地区和省份而异。
这些发现反映了气候变化适应策略和公共卫生决策的一个重要启示,其中应考虑开发基于天气的早期预警系统,以加强传染病预防系统。