Curtin University, Perth, Australia; Telethon Kids Institute, Perth Children’s Hospital, Perth, Australia
Alyssa J Young
Clinton Health Access Initiative, Boston, United States; Tulane University School of Public Health and Tropical Medicine, New Orleans, United States
Katherine A Twohig
Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, United Kingdom
Emilie Pothin
Clinton Health Access Initiative, Boston, United States; Swiss Tropical and Public Health Institute, Basel, Switzerland
Darlene Bhavnani
Clinton Health Access Initiative, Boston, United States
Amber Dismer
Division of Global Health Protection, Centers for Disease Control and Prevention, Atlanta, United States
Jean Baptiste Merilien
Programme National de Contrôle de la Malaria/MSPP, Port-au-Prince, Haiti
Karen Hamre
Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, United States
Phoebe Meyer
Clinton Health Access Initiative, Boston, United States
Arnaud Le Menach
Clinton Health Access Initiative, Boston, United States
Justin M Cohen
Clinton Health Access Initiative, Boston, United States
Samson Marseille
Programme National de Contrôle de la Malaria/MSPP, Port-au-Prince, Haiti; Direction d’Epidémiologie de Laboratoire et de la Recherche, Port-au-Prince, Haiti
Jean Frantz Lemoine
Programme National de Contrôle de la Malaria/MSPP, Port-au-Prince, Haiti
Marc-Aurèle Telfort
Programme National de Contrôle de la Malaria/MSPP, Port-au-Prince, Haiti
Michelle A Chang
Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, United States
Kimberly Won
Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, United States
Alaine Knipes
Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, United States
Eric Rogier
Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, United States
Punam Amratia
Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, United Kingdom
Daniel J Weiss
Curtin University, Perth, Australia; Telethon Kids Institute, Perth Children’s Hospital, Perth, Australia
Peter W Gething
Curtin University, Perth, Australia; Telethon Kids Institute, Perth Children’s Hospital, Perth, Australia
Katherine E Battle
Institute for Disease Modelling, Seattle, United States
Towards the goal of malaria elimination on Hispaniola, the National Malaria Control Program of Haiti and its international partner organisations are conducting a campaign of interventions targeted to high-risk communities prioritised through evidence-based planning. Here we present a key piece of this planning: an up-to-date, fine-scale endemicity map and seasonality profile for Haiti informed by monthly case counts from 771 health facilities reporting from across the country throughout the 6-year period from January 2014 to December 2019. To this end, a novel hierarchical Bayesian modelling framework was developed in which a latent, pixel-level incidence surface with spatio-temporal innovations is linked to the observed case data via a flexible catchment sub-model designed to account for the absence of data on case household locations. These maps have focussed the delivery of indoor residual spraying and focal mass drug administration in the Grand’Anse Department in South-Western Haiti.
