Umeå Centre for Global Health Research, Umeå University, Umeå, Sweden.
Glob Health Action. 2009 Nov 11;2. doi: 10.3402/gha.v2i0.2036.
Dengue is currently a major public health burden in Asia Pacific Region. This study aims to establish an association between dengue incidence, mean temperature and precipitation, and further discuss how weather predictors influence the increase in intensity and magnitude of dengue in Singapore during the period 2000-2007.
Weekly dengue incidence data, daily mean temperature and precipitation and the midyear population data in Singapore during 2000-2007 were retrieved and analysed. We employed a time series Poisson regression model including time factors such as time trends, lagged terms of weather predictors, considered autocorrelation, and accounted for changes in population size by offsetting.
The weekly mean temperature and cumulative precipitation were statistically significant related to the increases of dengue incidence in Singapore. Our findings showed that dengue incidence increased linearly at time lag of 5-16 and 5-20 weeks succeeding elevated temperature and precipitation, respectively. However, negative association occurred at lag week 17-20 with low weekly mean temperature as well as lag week 1-4 and 17-20 with low cumulative precipitation.
As Singapore experienced higher weekly mean temperature and cumulative precipitation in the years 2004-2007, our results signified hazardous impacts of climate factors on the increase in intensity and magnitude of dengue cases. The ongoing global climate change might potentially increase the burden of dengue fever infection in near future.
登革热目前是亚太地区的一个主要公共卫生负担。本研究旨在建立登革热发病率与平均温度和降水之间的关联,并进一步探讨在 2000-2007 年期间,天气预测因素如何影响新加坡登革热强度和规模的增加。
检索并分析了 2000-2007 年期间新加坡每周的登革热发病率数据、每日平均温度和降水量以及年中人口数据。我们采用了时间序列泊松回归模型,包括时间因素,如时间趋势、天气预测因素的滞后项,考虑了自相关,并通过偏移量考虑了人口规模的变化。
每周平均温度和累积降水量与新加坡登革热发病率的增加具有统计学意义的相关性。我们的研究结果表明,登革热发病率在高温和降水后 5-16 周和 5-20 周的时间滞后呈线性增加。然而,在滞后 17-20 周时,每周平均温度较低,在滞后 1-4 周和 17-20 周时,累积降水量较低时,会出现负相关。
由于新加坡在 2004-2007 年期间每周平均温度和累积降水量较高,我们的结果表明气候因素对登革热病例强度和规模增加的危险影响。正在发生的全球气候变化可能会在不久的将来增加登革热感染的负担。