RT Journal Article SR Electronic T1 Optimising scale and deployment of community health workers in Sierra Leone: a geospatial analysis JF BMJ Global Health JO BMJ Global Health FD BMJ Publishing Group Ltd SP e008141 DO 10.1136/bmjgh-2021-008141 VO 7 IS 5 A1 Nicholas Paul Oliphant A1 Nicolas Ray A1 Andrew Curtis A1 Elizabeth Musa A1 Momodu Sesay A1 Joseph Kandeh A1 Anitta Kamara A1 Kebir Hassen A1 Shane O’Connor A1 Yuki Suehiro A1 Hailemariam Legesse A1 Ebeny Francois Temgbait Chimoun A1 Debra Jackson A1 Tanya Doherty YR 2022 UL http://gh.bmj.com/content/7/5/e008141.abstract AB Background Little is known about strategies for optimising the scale and deployment of community health workers (CHWs) to maximise geographic accessibility of primary healthcare services.Methods We used data from a national georeferenced census of CHWs and other spatial datasets in Sierra Leone to undertake a geospatial analysis exploring optimisation of the scale and deployment of CHWs, with the aim of informing implementation of current CHW policy and future plans of the Ministry of Health and Sanitation.Results The per cent of the population within 30 min walking to the nearest CHW with preservice training increased from 16.1% to 80.4% between 2000 and 2015. Contrary to current national policy, most of this increase occurred in areas within 3 km of a health facility where nearly two-thirds (64.5%) of CHWs were deployed. Ministry of Health and Sanitation-defined ‘easy-to-reach’ and ‘hard-to-reach’ areas, geographic areas that should be targeted for CHW deployment, were less well covered, with 19.2% and 34.6% of the population in 2015 beyond a 30 min walk to a CHW, respectively. Optimised CHW networks in these areas were more efficiently deployed than existing networks by 22.4%–71.9%, depending on targeting metric.Interpretations Our analysis supports the Ministry of Health and Sanitation plan to rightsize and retarget the CHW workforce. Other countries in sub-Saharan Africa interested in optimising the scale and deployment of their CHW workforce in the context of broader human resources for health and health sector planning may look to Sierra Leone as an exemplar model from which to learn.Data are available in a public, open access repository. Data are available in a public, open access repository under the Creative Commons Attribution 4.0 Unported (CC BY 4.0) licence, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. Supplemental appendices 2-4, video 1, all model inputs (except existing service delivery locations) and all model outputs are available in supplemental appendix 1b at https://doi.org/10.5281/zenodo.5712134. Health service delivery location data are only available through data sharing agreements with the MOHS and UNICEF.