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Abstract
Dengue is expanding globally, but how dengue emergence is shaped locally by interactions between climatic and socio-environmental factors is not well understood. Here, we investigate the drivers of dengue incidence and emergence in Vietnam, through analysing 23 years of district-level case data spanning a period of significant socioeconomic change (1998-2020). We show that urban infrastructure factors (sanitation, water supply, long-term urban growth) predict local spatial patterns of dengue incidence, while human mobility is a more influential driver in subtropical northern regions than the endemic south. Temperature is the dominant factor shaping dengue’s distribution and dynamics, and using long-term reanalysis temperature data we show that warming since 1950 has expanded transmission risk throughout Vietnam, and most strongly in current dengue emergence hotspots (e.g., southern central regions, Ha Noi). In contrast, effects of hydrometeorology are complex, multi-scalar and dependent on local context: risk increases under either short-term precipitation excess or long-term drought, but improvements in water supply mitigate drought-associated risks except under extreme conditions. Our findings challenge the assumption that dengue is an urban disease, instead suggesting that incidence peaks in transitional landscapes with intermediate infrastructure provision, and provide evidence that interactions between recent climate change and mobility are contributing to dengue’s expansion throughout Vietnam.
The geographic distribution of dengue has been expanding in recent decades, and Vietnam is one of the most severely affected countries. In this study, the authors use Bayesian hierarchical modelling to investigate the socio-environmental and climatic drivers of dengue incidence in Vietnam and how they vary across the country.
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1 London School of Hygiene & Tropical Medicine, Department of Infectious Disease Epidemiology & Dynamics, Faculty of Epidemiology and Population Health, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X); London School of Hygiene and Tropical Medicine, Centre for Mathematical Modelling of Infectious Diseases, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X); London School of Hygiene and Tropical Medicine, Centre on Climate Change and Planetary Health, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X); University College London, Centre for Biodiversity and Environment Research, Department of Genetics, Evolution & Environment, London, UK (GRID:grid.83440.3b) (ISNI:0000 0001 2190 1201)
2 London School of Hygiene & Tropical Medicine, Department of Infectious Disease Epidemiology & Dynamics, Faculty of Epidemiology and Population Health, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X); London School of Hygiene and Tropical Medicine, Centre for Mathematical Modelling of Infectious Diseases, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X); London School of Hygiene and Tropical Medicine, Centre on Climate Change and Planetary Health, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X); Wellcome Trust, Data for Science and Health, London, UK (GRID:grid.52788.30) (ISNI:0000 0004 0427 7672)
3 Ministry of Health, General Department of Preventative Medicine (GDPM), Hanoi, Vietnam (GRID:grid.512137.3)
4 National Institute of Hygiene and Epidemiology (NIHE), Hanoi, Vietnam (GRID:grid.419597.7) (ISNI:0000 0000 8955 7323)
5 Pasteur Institute Nha Trang, Nha Trang, Vietnam (GRID:grid.419597.7)
6 Tay Nguyen Institute of Hygiene and Epidemiology (TIHE), Buon Ma Thuot, Vietnam (GRID:grid.419597.7)
7 Pasteur Institute Ho Chi Minh City, Ho Chi Minh City, Vietnam (GRID:grid.452689.4)
8 Center for Disease Control, Dong Nai Province, Vietnam (GRID:grid.452689.4)
9 Center for Disease Control, Khanh Hoa Province, Vietnam (GRID:grid.452689.4)
10 Center for Disease Control, Hanoi, Vietnam (GRID:grid.452689.4)
11 HR Wallingford, Wallingford, UK (GRID:grid.12826.3f) (ISNI:0000 0000 8789 350X)
12 London School of Hygiene & Tropical Medicine, Department of Infectious Disease Epidemiology & Dynamics, Faculty of Epidemiology and Population Health, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X); London School of Hygiene and Tropical Medicine, Centre for Mathematical Modelling of Infectious Diseases, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X); London School of Hygiene and Tropical Medicine, Centre on Climate Change and Planetary Health, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X)
13 London School of Hygiene & Tropical Medicine, Department of Infectious Disease Epidemiology & Dynamics, Faculty of Epidemiology and Population Health, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X); London School of Hygiene and Tropical Medicine, Centre for Mathematical Modelling of Infectious Diseases, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X); London School of Hygiene and Tropical Medicine, Centre on Climate Change and Planetary Health, London, UK (GRID:grid.8991.9) (ISNI:0000 0004 0425 469X); Barcelona Supercomputing Center (BSC), Barcelona, Spain (GRID:grid.10097.3f) (ISNI:0000 0004 0387 1602); Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain (GRID:grid.425902.8) (ISNI:0000 0000 9601 989X)