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

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:...

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Main Authors: Struchiner, Claudio Jose, Rocklöv, Joacim, Wilder-Smith, Annelies, Massad, Eduardo
Other Authors: Chowell, Gerardo
Format: Article
Language:English
Published: 2015
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Online Access:https://hdl.handle.net/10356/82565
http://hdl.handle.net/10220/38814
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-825652022-02-16T16:30:17Z Increasing Dengue Incidence in Singapore over the Past 40 Years: Population Growth, Climate and Mobility Struchiner, Claudio Jose Rocklöv, Joacim Wilder-Smith, Annelies Massad, Eduardo Chowell, Gerardo Lee Kong Chian School of Medicine (LKCMedicine) Singapore Population growth Mosquitoes Asia Dengue virus Population size Infectious disease control Rain 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. Published version 2015-10-21T04:04:49Z 2019-12-06T14:58:03Z 2015-10-21T04:04:49Z 2019-12-06T14:58:03Z 2015 2015 Journal Article Struchiner, C. J., Rocklöv, J., Wilder-Smith, A., & Massad, E. (2015). Increasing Dengue Incidence in Singapore over the Past 40 Years: Population Growth, Climate and Mobility. PLOS ONE, 10(8), e0136286-. 1932-6203 https://hdl.handle.net/10356/82565 http://hdl.handle.net/10220/38814 10.1371/journal.pone.0136286 26322517 en PLOS ONE © 2015 Struchiner et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Singapore
Population growth
Mosquitoes
Asia
Dengue virus
Population size
Infectious disease control
Rain
spellingShingle Singapore
Population growth
Mosquitoes
Asia
Dengue virus
Population size
Infectious disease control
Rain
Struchiner, Claudio Jose
Rocklöv, Joacim
Wilder-Smith, Annelies
Massad, Eduardo
Increasing Dengue Incidence in Singapore over the Past 40 Years: Population Growth, Climate and Mobility
description 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.
author2 Chowell, Gerardo
author_facet Chowell, Gerardo
Struchiner, Claudio Jose
Rocklöv, Joacim
Wilder-Smith, Annelies
Massad, Eduardo
format Article
author Struchiner, Claudio Jose
Rocklöv, Joacim
Wilder-Smith, Annelies
Massad, Eduardo
author_sort Struchiner, Claudio Jose
title Increasing Dengue Incidence in Singapore over the Past 40 Years: Population Growth, Climate and Mobility
title_short Increasing Dengue Incidence in Singapore over the Past 40 Years: Population Growth, Climate and Mobility
title_full Increasing Dengue Incidence in Singapore over the Past 40 Years: Population Growth, Climate and Mobility
title_fullStr Increasing Dengue Incidence in Singapore over the Past 40 Years: Population Growth, Climate and Mobility
title_full_unstemmed Increasing Dengue Incidence in Singapore over the Past 40 Years: Population Growth, Climate and Mobility
title_sort increasing dengue incidence in singapore over the past 40 years: population growth, climate and mobility
publishDate 2015
url https://hdl.handle.net/10356/82565
http://hdl.handle.net/10220/38814
_version_ 1725985788542320640