ArticlePLoS neglected tropical diseases2013
Spatio-temporal dynamics of cholera during the first year of the epidemic in Haiti.
Article in PLoS neglected tropical diseases, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers.
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39 citing papers in PubMed, 79 citations in OpenAlex.
- Epidemicity conditions in spatial models of infectious diseases.Bollettino della Unione matematica italiana (2008) · 2026Article
- Modelling the impact of vaccination on cholera transmission dynamics under stratified populations and seasonality.Infectious Disease Modelling · 2025Article
- Providing spatial support during a major cholera outbreak in Port-au-Prince, Haiti: Creative mapping solutions in a challenging data poor environment.Spatial and spatio-temporal epidemiology · 2025Article
- Satellite-Derived, Smartphone-Delivered Geospatial Cholera Risk Information for Vulnerable Populations.GeoHealth · 2024Article
- Interacting particle models on the impact of spatially heterogeneous human behavioral factors on dynamics of infectious diseases.PLoS computational biology · 2024Article
- Epidemicity of cholera spread and the fate of infection control measures.Journal of the Royal Society, Interface · 2022Article
- Delineating and Analyzing Locality-Level Determinants of Cholera, Haiti.Emerging infectious diseases · 2021Article
- Estimating effectiveness of case-area targeted response interventions against cholera in Haiti.eLife · 2019Article
- Conditions for transient epidemics of waterborne disease in spatially explicit systems.Royal Society open science · 2019Article
- Epidemiological and molecular forensics of cholera recurrence in Haiti.Scientific reports · 2019Article
- Choices in vaccine trial design in epidemics of emerging infections.PLoS medicine · 2018Article
- Highly targeted cholera vaccination campaigns in urban setting are feasible: The experience in Kalemie, Democratic Republic of Congo.PLoS neglected tropical diseases · 2018Article
- Near real-time forecasting for cholera decision making in Haiti after Hurricane Matthew.PLoS computational biology · 2018Article
- River networks as ecological corridors: A coherent ecohydrological perspective.Advances in water resources · 2018Article
- The potential impact of case-area targeted interventions in response to cholera outbreaks: A modeling study.PLoS medicine · 2018Article
- Article
- Mathematical models for predicting human mobility in the context of infectious disease spread: introducing the impedance model.International journal of health geographics · 2017Article
- Identifying climate drivers of infectious disease dynamics: recent advances and challenges ahead.Proceedings. Biological sciences · 2017Review
- Household and Individual Risk Factors for Cholera among Cholera Vaccine Recipients in Rural Haiti.The American journal of tropical medicine and hygiene · 2017Article
- An ecological and digital epidemiology analysis on the role of human behavior on the 2014 Chikungunya outbreak in Martinique.Scientific reports · 2017Article
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Authors and funding
9 authors at 3 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundIn October 2010, cholera importation in Haiti triggered an epidemic that rapidly proved to be the world's largest epidemic of the seventh cholera pandemic. To establish effective control and elimination policies, strategies rely on the analysis of cholera dynamics. In this report, we describe the spatio-temporal dynamics of cholera and the associated environmental factors. METHODOLOGY/PRINCIPAL
findingsCholera-associated morbidity and mortality data were prospectively collected at the commune level according to the World Health Organization standard definition. Attack and mortality rates were estimated and mapped to assess epidemic clusters and trends. The relationships between environmental factors were assessed at the commune level using multivariate analysis. The global attack and mortality rates were 488.9 cases/10,000 inhabitants and 6.24 deaths/10,000 inhabitants, respectively. Attack rates displayed a significantly high level of spatial heterogeneity (varying from 64.7 to 3070.9 per 10,000 inhabitants), thereby suggesting disparate outbreak processes. The epidemic course exhibited two principal outbreaks. The first outbreak (October 16, 2010-January 30, 2011) displayed a centrifugal spread of a damping wave that suddenly emerged from Mirebalais. The second outbreak began at the end of May 2011, concomitant with the onset of the rainy season, and displayed a highly fragmented epidemic pattern. Environmental factors (river and rice fields: p<0.003) played a role in disease dynamics exclusively during the early phases of the epidemic.
conclusionOur findings demonstrate that the epidemic is still evolving, with a changing transmission pattern as time passes. Such an evolution could have hardly been anticipated, especially in a country struck by cholera for the first time. These results argue for the need for control measures involving intense efforts in rapid and exhaustive case tracking.
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