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Increasing Dengue Incidence in Singapore over the Past 40 Years: Population Growth Climate and Mobility

机译:过去40年新加坡登革热发病率上升:人口增长气候和流动性

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摘要

In Singapore, the frequency and magnitude of dengue epidemics have increased significantly over the past 40 years. It is important to understand the main drivers for the rapid increase in dengue incidence. We studied the relative contributions of putative drivers for the rise of dengue in Singapore: population growth, climate parameters and international air passenger arrivals from dengue endemic countries, for the time period of 1974 until 2011. We used multivariable Poisson regression models with the following predictors: Annual Population Size; Aedes Premises Index; Mean Annual Temperature; Minimum and Maximum Temperature Recorded in each year; Annual Precipitation and Annual Number of Air Passengers arriving from dengue-endemic South-East Asia to Singapore. The relative risk (RR) of the increase in dengue incidence due to population growth over the study period was 42.7, while the climate variables (mean and minimum temperature) together explained an RR of 7.1 (RR defined as risk at the end of the time period relative to the beginning and goodness of fit associated with the model leading to these estimates assessed by pseudo-R2 equal to 0.83). Estimating the extent of the contribution of these individual factors on the increasing dengue incidence, we found that population growth contributed to 86% while the residual 14% was explained by increase in temperature. We found no correlation with incoming air passenger arrivals into Singapore from dengue endemic countries. Our findings have significant implications for predicting future trends of the dengue epidemics given the rapid urbanization with population growth in many dengue endemic countries. It is time for policy-makers and the scientific community alike to pay more attention to the negative impact of urbanization and urban climate on diseases such as dengue.
机译:在新加坡,过去40年来,登革热流行的频率和严重性大大增加。重要的是要了解导致登革热发病率快速上升的主要因素。我们研究了1974年至2011年期间新加坡登革热上升的假定驱动因素的相对贡献:人口增长,气候参数和登革热流行国家的国际航空旅客的到来。我们使用了多元Poisson回归模型和以下预测变量:年人口规模;伊迪斯物业指数;年平均温度;每年记录的最低和最高温度;从登革热流行性东南亚地区到新加坡的年降水量和年度航空旅客数量。在研究期内,由于人口增长导致的登革热发病率增加的相对风险(RR)为42.7,而气候变量(平均温度和最低温度)共同解释为7.1的RR(在时间结束时定义为风险)相对于与模型相关的开始和拟合优度的周期,导致这些估算值由伪R2评估等于0.83。估计这些因素对登革热发病率增加的贡献程度,我们发现人口增长贡献了86%,而剩余的14%是由温度升高所解释。我们发现与登革热流行国家来新加坡的航空旅客入境没有任何关系。鉴于许多登革热流行国家的城市化进程加快,人口增长,我们的发现对于预测登革热流行趋势的未来趋势具有重要意义。现在,决策者和科学界都应该更多地关注城市化和城市气候对登革热等疾病的负面影响。

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