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Improving access to care and community health in Haiti with optimized community health worker placement

Author

Listed:
  • Clara Champagne
  • Andrew Sunil Rajkumar
  • Paul Auxila
  • Giulia Perrone
  • Marvin Plötz
  • Alyssa Young
  • Samuel Bazaz Jazayeri
  • Harriet G Napier
  • Arnaud Le Menach
  • Katherine Battle
  • Punam Amratia
  • Ewan Cameron
  • Jean-Patrick Alfred
  • Yves-Gaston Deslouches
  • Emilie Pothin

Abstract

The national deployment of polyvalent community health workers (CHWs) is a constitutive part of the strategy initiated by the Ministry of Health to accelerate efforts towards universal health coverage in Haiti. Its implementation requires the planning of future recruitment and deployment activities for which mathematical modelling tools can provide useful support by exploring optimised placement scenarios based on access to care and population distribution. We combined existing gridded estimates of population and travel times with optimisation methods to derive theoretical CHW geographical placement scenarios including constraints on walking time and the number of people served per CHW. Four national-scale scenarios that align with total numbers of existing CHWs and that ensure that the walking time for each CHW does not exceed a predefined threshold are compared. The first scenario accounts for population distribution in rural and urban areas only, while the other three also incorporate in different ways the proximity of existing health centres. Comparing these scenarios to the current distribution, insufficient number of CHWs is systematically identified in several departments and gaps in access to health care are identified within all departments. These results highlight current suboptimal distribution of CHWs and emphasize the need to consider an optimal (re-)allocation.

Suggested Citation

  • Clara Champagne & Andrew Sunil Rajkumar & Paul Auxila & Giulia Perrone & Marvin Plötz & Alyssa Young & Samuel Bazaz Jazayeri & Harriet G Napier & Arnaud Le Menach & Katherine Battle & Punam Amratia & , 2022. "Improving access to care and community health in Haiti with optimized community health worker placement," PLOS Global Public Health, Public Library of Science, vol. 2(5), pages 1-19, May.
  • Handle: RePEc:plo:pgph00:0000167
    DOI: 10.1371/journal.pgph.0000167
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    References listed on IDEAS

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    1. Constantine Toregas & Ralph Swain & Charles ReVelle & Lawrence Bergman, 1971. "The Location of Emergency Service Facilities," Operations Research, INFORMS, vol. 19(6), pages 1363-1373, October.
    2. D. J. Weiss & A. Nelson & H. S. Gibson & W. Temperley & S. Peedell & A. Lieber & M. Hancher & E. Poyart & S. Belchior & N. Fullman & B. Mappin & U. Dalrymple & J. Rozier & T. C. D. Lucas & R. E. Howes, 2018. "A global map of travel time to cities to assess inequalities in accessibility in 2015," Nature, Nature, vol. 553(7688), pages 333-336, January.
    3. Amber Kunkel & Elizabeth Itallie & Duo Wu, 2014. "Optimal distribution of medical backpacks and health surveillance assistants in Malawi," Health Care Management Science, Springer, vol. 17(3), pages 230-244, September.
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