Community engagement in outbreak response: lessons from the 2014–2016 Ebola outbreak in Sierra Leone
Open accessPublished version of a preprint
Abstract
Documentation of structured community engagement initiatives and real-time monitoring of community engagement activities during large-scale epidemics is limited. To inform such initiatives, this paper analyses the Community Led Ebola Action (CLEA) approach implemented through the Social Mobilization Action Consortium (SMAC) during the 2014–2016 Ebola epidemic in Sierra Leone. The SMAC initiative consisted of a network of 2466 community mobilisers, >6000 religious leaders and 42 local radio stations across all 14 districts of Sierra Leone. Community mobilisers were active in nearly 70% of all communities across the country using the CLEA approach to facilitate community analysis, trigger collective action planning and maintain community action plans over time. CLEA was complemented by interactive radio programming and intensified religious leader engagement. Community mobilisers trained in the CLEA approach used participatory methods, comprised of an initial community ‘triggering’ event, action plan development and weekly follow-ups to monitor progress on identified action items. Mobilisers collected operational and behavioural data on a weekly basis as part of CLEA. We conducted a retrospective analysis of >50 000 weekly reports from approximately 12 000 communities from December 2014 to September 2015. The data showed that 100% of the communities that were engaged had one or more action plans in place. Out of the 63 110 cumulative action points monitored by community mobilisers, 92% were marked as ‘in-progress’ (85%) or ‘achieved’ (7%) within 9 months. A qualitative examination of action points revealed that the in-progress status was indicative of the long-term sustainability of most action points (eg, continuous monitoring of visitors into the community) versus one-off action items that were marked as achieved (eg, initial installation of handwashing station). Analysis of behavioural outcomes of the intervention indicate an increase over time in the fraction of reported safe burials and fraction of reported cases referred for medical care within 24 hours of symptom onset in the communities that were engaged. Through CLEA, we have demonstrated how large-scale, coordinated community engagement interventions can be achieved and monitored in real-time during future Ebola epidemics and other similar epidemics. The SMAC initiative provides a practical model for the design, implementation and monitoring of community engagement, integration and coordination of community engagement interventions with other health emergency response pillars, and adaptive strategies for large-scale community-based operational data collection.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The Ebola outbreak severely disrupted the healthcare system's operation and economic activities due to government-enforced measures such as lockdown or stay-at-home orders.
“Studies reported that this outbreak severely disrupted healthcare system’s operation and economic activities due to government-enforced measures such as lockdown or stay-at-home orders [33–35].”
From Financial barriers to healthcare access among reproductive-age women in Sierra Leone: evidence from demographic health surveys of 2008, 2013, and 2019 (2026) · cites this paper as [33]
The Introduction (page not provided) says the Ebola outbreak posed new challenges for Sierra Leone’s already fragile health system. The reach of the CLEA approach (page not provided) describes community bylaws restricting movement, but the paper does not say that government-enforced lockdowns or stay-at-home orders severely disrupted healthcare operations and economic activities. (LLM, conf=0.83)
Experimental — accuracy not yet measuredThe unchanged proportion of reproductive-age women facing financial barriers to healthcare access in 2013 and 2019 may be linked to recurrent outbreaks in Sierra Leone over the past decade, particularly the Ebola outbreak.
“A plausible reason for the unchanged proportion of reproductive-age women who faced financial barriers to access healthcare in 2013 and 2019 may be linked to the recurrent outbreaks in Sierra Leone over the past decade.”
From Financial barriers to healthcare access among reproductive-age women in Sierra Leone: evidence from demographic health surveys of 2008, 2013, and 2019 (2026) · cites this paper as [33]
The Introduction (page unavailable) says the Ebola outbreak challenged Sierra Leone’s fragile health system and that some people failed to seek medical care. It does not link outbreaks to financial barriers for reproductive-age women, establish that those barriers were unchanged between 2013 and 2019, or document recurrent outbreaks in Sierra Leone over that period. (LLM, conf=0.78)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Putting People First: Sociological Variables in Rural Development.
Schulman, M., & Cernea, M. M. (1987) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2070703 · Cited by 641 · see citing works
Moon, S., Sridhar, D., Pate, M. A., Jha, A. K., Clinton, C., Delaunay, S., Edwin, V., Fallah, M., Fidler, D. P., Garrett, L., et al. (2015) · The Lancet · doi:10.1016/s0140-6736(15)00946-0 · Cited by 629 · see citing works
The Ebola outbreak, 2013–2016: old lessons for new epidemics
Coltart, C. E. M., Lindsey, B. B., Ghinai, I., Johnson, A. M., & Heymann, D. L. (2017) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2016.0297 · Cited by 486 · see citing works
The use of mobile phones as a data collection tool: A report from a household survey in South Africa
Tomlinson, M., Solomon, W., Singh, Y., Doherty, T., Chopra, M., Ijumba, P., Tsai, A. C., & Jackson, D. (2009) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-9-51 · Cited by 340 · see citing works
Handbook on Community-Led Total Sanitation
Chambers, R., & Kar, K. K. (2008) · Practical Action Publishing eBooks · doi:10.3362/9781835760376 · Cited by 321 · see citing works
Community-centered responses to Ebola in urban Liberia: the view from below
Abramowitz, S. A., McLean, K. E., McKune, S. L., Bardosh, K. L., Fallah, M., Monger, J., Tehoungue, K., & Omidian, P. A. (2015) · PLOS Neglected Tropical Diseases · doi:10.1371/journal.pntd.0003706 · Cited by 298 · see citing works
WHO Guideline on health policy and system support to optimize community health worker programmes
Porignon, D. (2018) · Cited by 197 · see citing works
Gillespie, A. M., Obregón, R., Asawi, R. E., Richey, C., Manoncourt, E., Joshi, K., Naqvi, S., Pouye, A., Safi, N., Chitnis, K., et al. (2016) · Global Health Science and Practice · doi:10.9745/ghsp-d-16-00226 · Cited by 185 · see citing works
Engaging ‘communities’: anthropological insights from the West African Ebola epidemic
Wilkinson, A., Parker, M., Martineau, F., & Leach, M. (2017) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2016.0305 · Cited by 177 · see citing works
Social Pathways for Ebola Virus Disease in Rural Sierra Leone, and Some Implications for Containment
Richards, P. M., Amara, J., Ferme, M. C., Kamara, P., Mokuwa, E. Y., Sheriff, A. A., Suluku, R., & Voors, M. J. (2015) · PLoS neglected tropical diseases · doi:10.1371/journal.pntd.0003567 · Cited by 159 · see citing works
Wilkinson, A., & Fairhead, J. R. (2016) · Critical Public Health · doi:10.1080/09581596.2016.1252034 · Cited by 124 · see citing works
The Opposite of Denial: Social Learning at the Onset of the Ebola Emergency in Liberia
Abramowitz, S. A., McKune, S. L., Fallah, M. P., Monger, J., Tehoungue, K., & Omidian, P. A. (2017) · Journal of Health Communication · doi:10.1080/10810730.2016.1209599 · Cited by 90 · see citing works
Shortcut and participatory methods for gaining social information for projects
Chambers, R. (1997) · OpenDocs (Institute of Development Studies) · Cited by 78 · see citing works
Biosocial Approaches to the 2013-2016 Ebola Pandemic.
Richardson, E. T., Barrie, M. B., Kelly, J. D., Dibba, Y., Koedoyoma, S., & Farmer, P. E. (2016) · Europe PMC (PubMed Central) · Cited by 63 · see citing works
Pedi, D., Gillespie, A. M., Bedson, J., Jalloh, M. F., Jalloh, M. B., Kamara, A., Bertram, K., Owen, K., Jalloh, M. F., & Conte, L. (2017) · Journal of Health Communication · doi:10.1080/10810730.2016.1212130 · Cited by 43 · see citing works
Self-citationEbola, culture, and politics the anthropology of an emerging disease
Hewlett, B. S., & Hewlett, B. L. (2008) · Cited by 38 · see citing works
Three Acts of Resistance during the 2014–16 West Africa Ebola Epidemic
Marcis, F. L., Enria, L., Abramowitz, S. A., Sáez, A. M., & Faye, S. L. (2019) · Journal of Humanitarian Affairs · doi:10.7227/jha.014 · Cited by 38 · see citing works
Richardson, E. T., Kelly, J. D., Sesay, O., Drasher, M., Desai, I. K., Frankfurter, R. G., Farmer, P. E., & Barrie, M. B. (2017) · Social Science & Medicine · doi:10.1016/j.socscimed.2017.11.018 · Cited by 38 · see citing works
Richardson, E. T., Barrie, M. B., Nutt, C. T., Kelly, J. D., Frankfurter, R. G., Fallah, M. P., & Farmer, P. E. (2017) · The Lancet Global Health · doi:10.1016/s2214-109x(17)30041-4 · Cited by 35 · see citing works
Fairhead, J. R. (2014) · Figshare · Cited by 31 · see citing works
Jalloh, M. F., Bunnell, R. E., Robinson, S. J., Jalloh, M. B., Barry, A. M., Corker, J., Sengeh, P., VanSteelandt, A., Li, W., Dafae, F. M., et al. (2017) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2016.0304 · Cited by 31 · see citing works
Self-citationSkrip, L., Bedson, J., Abramowitz, S. A., Jalloh, M., Bah, S., Jalloh, M. F., Langle-Chimal, O., Cheney, N., Hébert‐Dufresne, L., & Althouse, B. M. (2020) · The Lancet Planetary Health · doi:10.1016/s2542-5196(20)30008-5 · Cited by 20 · see citing works
Self-citationEbola Viral Disease Outbreak in West Africa
Baum, S. G. (2014) · Journal watch · doi:10.1056/nejm-jw.na35092 · Cited by 19 · see citing works
Getting more than “claps”: incentive preferences of voluntary community-based mobilizers in Tanzania
Kok, M. C., Abdella, D., Mwangi, R., Ntinginya, M., Rood, E. J. J., Gassner, J., Church, K., & Wheatley, N. (2019) · Human Resources for Health · doi:10.1186/s12960-019-0438-5 · Cited by 15 · see citing works
Evidence of behaviour change during an Ebola virus disease outbreak, Sierra Leone
Jalloh, M. F., Sengeh, P., Bunnell, R. E., Jalloh, M. B., Monasch, R., Li, W., Mermin, J., DeLuca, N., Brown, V. R., Nur, S. A., et al. (2020) · Bulletin of the World Health Organization · doi:10.2471/blt.19.245803 · Cited by 15 · see citing works
Self-citationIncluding Communities in Public Health Action: Harnessing Best Practices
Nabarro, D. N. (2017) · Journal of Health Communication · doi:10.1080/10810730.2017.1283203 · Cited by 6 · see citing works
Lessons from Ebola affected communities: Being prepared for future health crises
Hird, T. R., Linton, S., & Polygeia (2016) · Cited by 6 · see citing works
Bardosh, K., Jones, T., & Tulloch, O. (2020) · OpenDocs (Institute of Development Studies) · Cited by 1 · see citing works
Flagged first, then by citations
1 of the 29 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- [35]Restless Development Ebola response mid-term review, 2015 Available: https://restlessdevelopment.org/file/ebola-response-mid-term-review-pdf [Accessed 4th Apr 2019].
Cited by
Sorted by citations
Community engagement for COVID-19 prevention and control: a rapid evidence synthesis
Gilmore, B., Ndejjo, R., Tchetchia, A., de Claro, V., Nyamupachitu-Mago, E., Diallo, A. A., Lopes, C. A., & Bhattacharyya, S. (2020) · BMJ Global Health · doi:10.1136/bmjgh-2020-003188 · Cited by 494 · see citing works
A review and agenda for integrated disease models including social and behavioural factors
Bedson, J., Skrip, L., Pedi, D., Abramowitz, S. A., Carter, S., Jalloh, M. F., Funk, S., Gobat, N., Giles‐Vernick, T., Chowell, G., et al. (2021) · Nature Human Behaviour · doi:10.1038/s41562-021-01136-2 · Cited by 224 · see citing works
Self-citationCase fatality rate for Ebola disease, 1976–2022: A meta-analysis of global data
Izudi, J., & Bajunirwe, F. (2023) · Journal of Infection and Public Health · doi:10.1016/j.jiph.2023.10.020 · Cited by 81 · see citing works
Corbin, J. H., Oyene, U. E., Manoncourt, E., Onya, H. E., Kwamboka, M., Amuyunzu–Nyamongo, M., Sørensen, K., Mweemba, O., Barry, M. M., Munodawafa, D., et al. (2021) · Health Promotion International · doi:10.1093/heapro/daab152 · Cited by 74 · see citing works
Nöstlinger, C., Landeghem, E. V., Vanhamel, J., Rotsaert, A., Manirankunda, L., Ddungu, C., Reyniers, T., Katsuva, D., Vercruyssen, J., Dielen, S., et al. (2022) · International Journal for Equity in Health · doi:10.1186/s12939-022-01672-x · Cited by 44 · see citing works
Biesty, C. P., Hemingway, C., Woolgar, J., Taylor, K., Lawton, M. D., Waheed, M. W., Holford, D. L., & Taegtmeyer, M. (2024) · BMC Public Health · doi:10.1186/s12889-024-19176-4 · Cited by 41 · see citing works
Political dimensions of misinformation, trust, and vaccine confidence in a digital age
Enria, L., Dwyer, H., Marchant, M., Beckmann, N., Schmidt-Sane, M. M., Conteh, A., Mansaray, A., & N′jai, A. U. (2024) · BMJ · doi:10.1136/bmj-2024-079940 · Cited by 37 · see citing works
Šehović, A. B., & Govender, K. (2021) · Global Public Health · doi:10.1080/17441692.2021.1916056 · Cited by 37 · see citing works
Mothupi, M. C., Dasgupta, J., Jebeli, S. S. H., Stevenson, J., Berdichevsky, K., Vong, S., Barasa, E., & George, A. S. (2023) · BMJ · doi:10.1136/bmj-2022-072243 · Cited by 33 · see citing works
Skrip, L., Derra, K., Kaboré, M., Noori, N., Gansané, A., Valéa, I., Tinto, H., Bicaba, B. W., Gordon, M. M. V., Hagedorn, B., et al. (2020) · International Journal of Infectious Diseases · doi:10.1016/j.ijid.2020.09.1432 · Cited by 33 · see citing works
Self-citationJalloh, M. F., Nur, S. A., Nur, S. A., Winters, M., Bedson, J., Pedi, D., Prybylski, D., Namageyo-Funa, A., Hageman, K., Baker, B. J., et al. (2021) · BMJ Global Health · doi:10.1136/bmjgh-2020-004450 · Cited by 31 · see citing works
Self-citationLyons, P., Winters, M., Zeebari, Z., Schmidt-Hellerau, K., Sengeh, P., Jalloh, M. B., Jalloh, M. F., & Nordenstedt, H. (2021) · Bulletin of the World Health Organization · doi:10.2471/blt.20.263202 · Cited by 25 · see citing works
Self-citationAshworth, H. C., Dada, S., Buggy, C., & Lees, S. S. (2020) · Disaster Medicine and Public Health Preparedness · doi:10.1017/dmp.2020.163 · Cited by 24 · see citing works
Hospitals early challenges and interventions combatting COVID-19 in the Eastern Mediterranean Region
Ravaghi, H., Naidoo, V., Mataria, A., & Khalil, M. (2022) · PLoS ONE · doi:10.1371/journal.pone.0268386 · Cited by 24 · see citing works
Bundibugyo Virus Disease in 2026 — Clinical and Public Health Responses
Sullivan, N. J. (2026) · New England Journal of Medicine · doi:10.1056/nejmra2607216 · Cited by 22 · see citing works
Graffigna, G., Bosio, C., Savarese, M., Barello, M., & Barello, S. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.567101 · Cited by 21 · see citing works
Skrip, L., Bedson, J., Abramowitz, S. A., Jalloh, M., Bah, S., Jalloh, M. F., Langle-Chimal, O., Cheney, N., Hébert‐Dufresne, L., & Althouse, B. M. (2020) · The Lancet Planetary Health · doi:10.1016/s2542-5196(20)30008-5 · Cited by 20 · see citing works
Self-citationEnria, L. (2020) · Oxford Development Studies · doi:10.1080/13600818.2020.1828325 · Cited by 20 · see citing works
Erlach, E., Nichol, B., Reader, S., & Baggio, O. (2021) · Health Security · doi:10.1089/hs.2020.0195 · Cited by 20 · see citing works
Risk Communication and Community Engagement During the Migrant Worker COVID-19 Outbreak in Singapore
Tam, W. J., Gobat, N., Hemavathi, D., & Fisher, D. A. (2021) · Science Communication · doi:10.1177/10755470211061513 · Cited by 19 · see citing works
Sserwanja, Q., Mufumba, I., Kamara, K., & Musaba, M. W. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-056825 · Cited by 18 · see citing works
Barriers to community engagement during the response to an Ebola virus disease outbreak in Uganda
Musoke, D., Atusingwize, E., Robins, A., Nam, S., Bonwitt, J. H., Msukwa, C., Rutayisire, M., Upenytho, G., Kyobe, H., & Mwebesa, H. (2025) · BMJ Global Health · doi:10.1136/bmjgh-2024-017285 · Cited by 17 · see citing works
Jalloh, M. F., Sengeh, P., James, N., Bah, S., Jalloh, M. B., Owen, K., Pratt, S., Oniba, A., Sangarie, M., Sesay, S., et al. (2020) · BMJ Global Health · doi:10.1136/bmjgh-2020-003936 · Cited by 17 · see citing works
Self-citationEffective community engagement in one health research in Sub-Saharan Africa: a systematic review
Sangong, S., Saah, F. I., & Bain, L. E. (2025) · One Health Outlook · doi:10.1186/s42522-024-00126-4 · Cited by 17 · see citing works
Checchi, F., Eamer, G., Katshitshi, J., Dios, L. R., Kai, A., & Warsame, A. (2025) · The Lancet Global Health · doi:10.1016/s2214-109x(25)00220-7 · Cited by 16 · see citing works
Cruickshank, S. M., McKee, M., & Pagel, C. (2025) · Immunology and Cell Biology · doi:10.1111/imcb.70073 · Cited by 16 · see citing works
Musaazi, J., Namageyo-Funa, A., Carter, V. M., Carter, R. J., Lamorde, M., Apondi, R., Bakyaita, T., Boore, A. L., Brown, V. R., Homsy, J., et al. (2022) · Global Health Science and Practice · doi:10.9745/ghsp-d-21-00661 · Cited by 16 · see citing works
Self-citationSocial mobilization, education, and prevention of the Ebola virus disease: A scoping review
Cénat, J. M., Broussard, C., Darius, W. P., Onesi, O., Auguste, E., Aouame, A. M. E., Ukwu, G., Khodabocus, S. N., Labelle, P., & Dalexis, R. D. (2022) · Preventive Medicine · doi:10.1016/j.ypmed.2022.107328 · Cited by 15 · see citing works
South, J., Woodall, J., Stansfield, J., Mapplethorpe, T., Passey, A. J., & Bagnall, A. (2024) · BMC Public Health · doi:10.1186/s12889-023-17470-1 · Cited by 15 · see citing works
A qualitative study examining the health system’s response to COVID-19 in Sierra Leone
Stone, H., Bailey, E., Wurie, H. R., Leather, A. J. M., Davies, J. I., Bolkan, H. A., Sevalie, S., Youkee, D., & Parmar, D. (2024) · PLoS ONE · doi:10.1371/journal.pone.0294391 · Cited by 15 · see citing works
Community engagement for COVID-19 prevention and control: A systematic review
Afolabi, A. A., & Ilesanmi, O. S. (2022) · Public Health Toxicology · doi:10.18332/pht/149230 · Cited by 14 · see citing works
Nachega, J. B., Kingebeni, P. M., Mulangu, S., Ndembi, N., Preiser, W., Skinner, D., Sam-Agudu, N. A., Ntoumi, F., Tegally, H., Baxter, C., et al. (2026) · The Lancet · doi:10.1016/s0140-6736(26)01141-4 · Cited by 13 · see citing works
The opinions of community-centered engagement and health care during and after COVID-19 pandemic
Du, L.-J. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1168860 · Cited by 11 · see citing works
Ebola outbreak detection and response since 2013
Hampton, L. M., Luquero, F. J., Costa, A., Legand, A., & Formenty, P. B. H. (2023) · The Lancet Microbe · doi:10.1016/s2666-5247(23)00136-2 · Cited by 11 · see citing works
Lee, J., Tyler, A. R. B., Veinot, T. C., & Yakel, E. (2024) · JMIR Public Health and Surveillance · doi:10.2196/51880 · Cited by 10 · see citing works
Skrip, L., Fallah, M. P., Bedson, J., Hébert‐Dufresne, L., & Althouse, B. M. (2021) · Epidemics · doi:10.1016/j.epidem.2021.100529 · Cited by 10 · see citing works
Self-citationAbramowitz, S. A., & Bedson, J. (2022) · Springer eBooks · doi:10.1007/978-3-030-92296-2_3 · Cited by 10 · see citing works
Self-citationAkunzirwe, R., Carter, S., Simbwa, B. N., Wanyana, M. W., Ahirirwe, S. R., Kizito, S. N., Ninsiima, M., Komakech, A., Ario, A. R., Kadobera, D., et al. (2024) · International Journal of Infectious Diseases · doi:10.1016/j.ijid.2024.107073 · Cited by 9 · see citing works
WHO Community Engagement Package: A Reinforcement of an Inclusive Approach to Public Health
Omoleke, S. A., Bayugo, Y. V., Oyene, U. E., Abrahams, J., Gobat, N., Good, S., Manandhar, M., Elfeky, S., Bonilla, A. G. H., Valentine, N., et al. (2021) · International Journal of Epidemiology and Health Sciences · doi:10.51757/ijehs.2.7.2021.244835 · Cited by 9 · see citing works
do Nascimento, N., Sichel, A., Waugaman, A., Kamunyori, J., Rosenbaum, R., Shearer, J., Carnahan, E., Madevu-Matson, C. A., Ramirez, E., Sakaguchi, K., et al. (2024) · Oxford Open Digital Health · doi:10.1093/oodh/oqae005 · Cited by 8 · see citing works
Lees, S. S., & Enria, L. (2020) · International Health · doi:10.1093/inthealth/ihaa071 · Cited by 8 · see citing works
Johnston, J. S., Aluri, K. Z., Job, N., Kuhnert, K.-L., Prober, C. G., Ward, V. C., & Skinner, N. A. (2023) · Global Health Promotion · doi:10.1177/17579759231205854 · Cited by 7 · see citing works
Jalloh, M. F., Kinsman, J., Conteh, J., Kaiser, R., Jambai, A., Ekström, A. M., Bunnell, R. E., & Nordenstedt, H. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-042976 · Cited by 7 · see citing works
Self-citationBernardin, A., Martínez, A. J., & Pérez‐Acle, T. (2021) · PLoS ONE · doi:10.1371/journal.pone.0257995 · Cited by 7 · see citing works
Description of global innovative methods in developing the WHO Community Engagement Package
Bayugo, Y. V., Labarda, M. D. P., Cruz, J. R. B., Mier-Alpaño, J. D., Tiangco, P. M. P., Oyene, U. E., Omoleke, S. A., Ulitin, A., Ong, A., Fajardo, M. S., et al. (2022) · BMJ Open · doi:10.1136/bmjopen-2022-063144 · Cited by 7 · see citing works
Polonsky, J. A., Burns, R., Odlum, A., Hamza, Y. A., Demmu, Y. M., Abramowitz, S. A., Enria, L., & Blanchet, K. (2026) · PLOS Global Public Health · doi:10.1371/journal.pgph.0006307 · Cited by 6 · see citing works
Caperon, L., Ahern, S., Saville, F., & Better Start Bradford Community Reference Group (2023) · Gateways International Journal of Community Research and Engagement · doi:10.5130/ijcre.v16i1.8085 · Cited by 6 · see citing works
Embedding treatment in stronger care systems
Rojek, A. M., Fieggen, J., Paterson, A., Byakika‐Kibwika, P., Camara, M., Comer, K., Fletcher, T. E., Günther, S., Jonckheere, S., Mwima, G. A., et al. (2024) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(24)00727-8 · Cited by 6 · see citing works
Koroma, B. M., Macarthy, J. M., Conteh, A., & Osuteye, E. (2022) · Urbanisation · doi:10.1177/24557471221115030 · Cited by 6 · see citing works
Tebon, M., Davis, R. J., Savoldi, A., Soriolo, N., Walters, S. E. J., Nosè, M., Barbui, C., Turrini, G., Danese, E., Lippi, G., et al. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2024.1432157 · Cited by 5 · see citing works
Theorising disaster communities: global dimensions and their local contexts
Matthews, J., & Thorsen, E. (2022) · Journal of International Communication · doi:10.1080/13216597.2022.2098164 · Cited by 5 · see citing works
The network epidemiology of an Ebola epidemicPreprint
Hébert‐Dufresne, L., Young, J.-G., Bedson, J., Skrip, L., Pedi, D., Jalloh, M. F., Raulier, B., Lapointe-Gagné, O., Jambai, A., Allard, A., et al. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2111.08686 · Cited by 5 · see citing works
Self-citationSsenkusu, J. M., Kiwanuka, J. P., Ninsiima, M., Bell, J., & Nuzzo, J. B. (2024) · BMJ Public Health · doi:10.1136/bmjph-2024-001022 · Cited by 4 · see citing works
Faye, S. L., Nkweteyim, D. L., Sow, G. H. C., Diop, B., Diongue, F. B., Cissé, B., Dickson, N. S., Dia, N., Badu, K., Ayana, G., et al. (2025) · AI and Ethics · doi:10.1007/s43681-025-00779-5 · Cited by 4 · see citing works
Bangura, K. S., Lynch, K. D., Binns, T., & Gbanie, S. P. (2023) · Land Use Policy · doi:10.1016/j.landusepol.2023.106875 · Cited by 3 · see citing works
Brandt, A. J., Katalenich, B., & Seal, D. W. (2021) · Global Health Science and Practice · doi:10.9745/ghsp-d-21-00203 · Cited by 3 · see citing works
Role of surface glycans in enveloped RNA virus infections: A structural perspective
Pandey, B., Srividhya, S., Chatterjee, A., & Prasad, V. M. (2023) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.26636 · Cited by 3 · see citing works
Liu, E., & Sun, L. J. (2024) · NUS Press eBooks · doi:10.56159/emergencies-32 · Cited by 3 · see citing works
Mwamba, D. K., Zarowsky, C., Manianga, C. D. P., Kapanga, S. K., & Moullec, G. (2024) · Global Health Promotion · doi:10.1177/17579759241277117 · Cited by 2 · see citing works
Malik, F., Turusbekova, N., & Perez, S. (2025) · Journal of the International AIDS Society · doi:10.1002/jia2.70020 · Cited by 2 · see citing works
An account of health systems resilience to emergencies in Africa: a scoping review
Ankomah, M., Abekah‐Nkrumah, G., Okai, G. A., Yarney, L., & Baku, A. A. A. (2026) · Globalization and Health · doi:10.1186/s12992-026-01209-9 · Cited by 2 · see citing works
The Social Contract of Bundibugyo Ebola Isolation
Wolyec, S. T., & Bélec, L. (2026) · New England Journal of Medicine · doi:10.1056/nejmp2607429 · Cited by 2 · see citing works
Bategereza, L., Olotu, A., & Kamuya, D. (2021) · AAS Open Research · doi:10.12688/aasopenres.13187.1 · Cited by 2 · see citing works
COVID-19 Response in Freetown’s Slum Communities
Beltrame, D., Benitez, J., & Groff, K. J. (2022) · plaNext - Next Generation Planning · doi:10.24306/plnxt/78 · Cited by 2 · see citing works
A Paradigm Shift: Redesigning Public Health Resilience to Sustain National Economic Revival
Senoputra, M. A. (2021) · The Journal of Indonesia Sustainable Development Planning · doi:10.46456/jisdep.v2i2.159 · Cited by 2 · see citing works
Tambo, E., Djopmo, B. G., Nzenya, J. D., Temomo, L. D. Z., Djouka, O., Bitalabebo, F. A., & Assob, J. N. (2025) · Infectious Diseases of Poverty · doi:10.1186/s40249-025-01348-y · Cited by 2 · see citing works
Diarra, T., Okeibunor, J., Diallo, B., Onyeneho, N. G., Rodrigue, B., Yao, M. N. K., Yoti, Z., & Fall, S. (2023) · Journal of Immunological Sciences · doi:10.29245/2578-3009/2023/s3.1109 · Cited by 1 · see citing works
Caulker, V., Jalloh, M., Musoke, R., Squire, J. S., Vandi, M. A., Sahr, F., N'dolie, M., Ameh, G. I., Kainwo, L., Gbandeh, S., et al. (2026) · Frontiers in Tropical Diseases · doi:10.3389/fitd.2025.1733305 · Cited by 1 · see citing works
Self-citationOrganizing under constraint: Paradox navigation in public health systems
Rijal, S. (2026) · Health Care Management Review · doi:10.1097/hmr.0000000000000479 · Cited by 1 · see citing works
Kamara, I. F., Ameh, G., Jalloh, M., Fofanah, B. D., Bangura, J., Caulker, V., Squire, J. S., Lakoh, S., Ndolie, M., Njeru, I., et al. (2026) · International Journal of Infectious Diseases · doi:10.1016/j.ijid.2026.108731 · Cited by 1 · see citing works
Self-citationBunting-Graden, J. A., Sawaneh, F., Mayei, A., Konneh, M., Fatoma, P., Finoh, E. K., Kainwo, L., Konteh, W., Fahnbulleh, M. K., Heyden, K., et al. (2026) · Public Health Challenges · doi:10.1002/puh2.70338 · Cited by 1 · see citing works
Milambo, J. P. M., & Ngandu, C. B. (2026) · Infectious Disease Reports · doi:10.3390/idr18050100 · Cited by 1 · see citing works
Successful risk communication and community engagement
Tam, W. J., & Peh, R. W. C. (2024) · NUS Press eBooks · doi:10.56159/emergencies-33 · Cited by 1 · see citing works
Magoola, J., Chelimo, R., Ampaire, E., & Kimuli, D. (2026) · Journal of Interventional Epidemiology and Public Health · doi:10.37432/jieph-d-26-00180 · Cited by 1 · see citing works
Andrews, J. R., Kingebeni, P. M., Mukadi, P. K., Kindrachuk, J., Hoff, N. A., Rimoin, A. W., & Bogoch, I. I. (2026) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(26)00464-0 · Cited by 1 · see citing works
Umulisa, M. M., Uwizera, A. U., Ezeanochie, N., Noben, J., Indoe, E. P., Kayumba, M., Busasa, R., Umutoni, G., Mushimiyimana, A., Kayitare, P., et al. (2025) · Journal of Health Population and Nutrition · doi:10.1186/s41043-025-00741-5 · Cited by 1 · see citing works
Mafigiri, D. K., Muyomba, D., Kisakye, I. S., Semakula, D., & Sewankambo, N. K. (2025) · BMC Health Services Research · doi:10.1186/s12913-025-12691-z · Cited by 1 · see citing works
Skrip, L., Weller, M. B., Dukuly, S., Candy, N., Harmon-Gray, W.-M., Clarke, A., & Dahn, B. T. (2024) · BMC Global and Public Health · doi:10.1186/s44263-024-00054-5 · Cited by 1 · see citing works
Self-citationJohnston, J. S., Aluri, K. Z., Kuhnert, K.-L., Job, N., & Prober, C. G. (2020) · Research Square · doi:10.21203/rs.3.rs-113780/v1 · Cited by 1 · see citing works
Community participation for COVID-19 pandemic preparedness and response: A systematic reviewPreprint
Abayneh, A., Demelash, S., Aragaw, F. M., Azage, M., Mengesha, S., & Spigt, M. (2022) · Research Square · doi:10.21203/rs.3.rs-2146818/v1 · Cited by 1 · see citing works
Regression Analysis of Resilience and COVID-19 in Idaho Counties
Zaman, I. (2022) · doi:10.18122/td.2006.boisestate · Cited by 1 · see citing works
Key Considerations: Effective Vaccine Rollout and Uptake in Sierra Leone
Conteh, A., Mansaray, A., Schmidt-Sane, M., & Enria, L. (2024) · doi:10.19088/sshap.2024.011 · Cited by 1 · see citing works
Sesay, U. (2026) · Reproductive Health · doi:10.1186/s12978-026-02321-0
“Studies reported that this outbreak severely disrupted healthcare system’s operation and economic activities due to government-enforced measures such as lockdown or stay-at-home orders [33–35].”
دور شبکات التواصل الاجتماعی فی تحقیق الأمن المجتمعی للمعلمین کوسیلة للتواصل فی ظل جائحة کرونا
السبوق, م. س. (2021) · مجلة کلية التربية جامعة طنطا · doi:10.21608/mkmgt.2022.97651.1083
African Healthcare Leadership Lessons From 2014 to 2016 Ebola Crisis
Balamou, P., & Sachs, P. R. (2023) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-80117-045-120231007
(2023) · Frontiers research topics · doi:10.3389/978-2-8325-2932-4
Moussaoui, L. S., Quimby, M., Avancini, H., Salawdi, A., Skaik, F., Odeh, R. B., Desrichard, O., & Claxton, N. (2024) · Archives of Public Health · doi:10.1186/s13690-024-01356-8
Schmidt-Sane, M. M., Vanderslott, S., Rohan, H., & Enria, L. (2025) · doi:10.19088/sshap.2025.021
Issahaku, G. R., Fischer, H.-T., Appiah-Brempong, E., Opoku, D., & Hanefeld, J. (2024) · Research Square · doi:10.21203/rs.3.rs-4577839/v1
Fouqueray, E., Verschuere, J., Panunzi, I., Bachy, C., & Pellecchia, U. (2026) · Vaccine X · doi:10.1016/j.jvacx.2026.100808
Bwambale, M. F., Chawhanda, C., Mphande, F. A., & Nyasulu, P. S. (2025) · Springer eBooks · doi:10.1007/978-981-95-0618-7_10
Pandemic Preparedness and Infection Prevention and Control
Hornsey, E., Gastaldi, S., & Baller, A. (2025) · Principles of specialty nursing · doi:10.1007/978-3-032-01446-7_1
Biesty, C. P., Hemingway, C., Woolgar, J., Taylor, K., Lawton, M. D., Waheed, M. W., Holford, D., & Taegtmeyer, M. (2024) · Figshare · doi:10.6084/m9.figshare.26066215
Biesty, C. P., Hemingway, C., Woolgar, J., Taylor, K., Lawton, M. D., Waheed, M. W., Holford, D., & Taegtmeyer, M. (2024) · Figshare · doi:10.6084/m9.figshare.26066146
Moussaoui, L. S., Quimby, M., Avancini, H., Salawdi, A., Skaik, F., Bani Odeh, R., Desrichard, O., & Claxton, N. (2024) · Figshare · doi:10.6084/m9.figshare.26860622
South, J., Woodall, J., Stansfield, J., Mapplethorpe, T., Passey, A. J., & Bagnall, A.-M. (2024) · Figshare · doi:10.6084/m9.figshare.26658649
Oladimeji, A., & Alao, J. O. (2025) · Africa Review · doi:10.1163/09744061-bja10339
Community-Centred Public Health Responses: How Can We Do it Better, Together?
Baggio, O., James, R., Everest, S., Suri, S., Bertram, K., Niederberger, E., Hofmann, C.-A., Johnson, G. A., Moran, T., Turmine, V., et al. (2026) · Health Communication · doi:10.1080/10410236.2025.2485292
Empowering communities in cholera outbreak response: Local perspectives from Sidama, Ethiopia
Abayneh, A., Demelash, S., Mengesha, S., & Spigt, M. (2026) · Journal of Public Health Research · doi:10.1177/22799036261423664
Brooks, L., Shaheen, I., & Dobrzykowski, D. D. (2026) · Production and Operations Management · doi:10.1177/10591478261437882
- Authors
- Bedson, J., Jalloh, M. F., Pedi, D., Bah, S., Owen, K., Oniba, A., Sangarie, M., Fofanah, J. S., Jalloh, M. B., Sengeh, P., Skrip, L., Althouse, B. M., & Hébert-Dufresne, L.
- Affiliations
- Gates Foundation (US)
- FOCUS 1000, Freetown, Sierra Leone
- Restless Development Sierra Leone, Freetown, Sierra Leone
- GOAL, Freetown, Sierra Leone
- British Broadcasting Corporation (United Kingdom) (GB)
- Institute for Disease Modeling (US)
- New Mexico State University (US)
- Vermont Complex Systems Center, University of Vermont, Burlington, Vermont, USA
- Corresponding author
- Althouse, Benjamin M
- Venue
- BMJ Global Health
- Publisher
- BMJ
- Published
- 2020-08
- Volume
- 5
- Issue
- 8
- Pages
- e002145
- ISSN
- 2059-7908 (ISSN-L)
- PMC
- PMC7445350
- OpenAlex
- W3080271465
- Cited by
- 112
- References
- 29
- Citations by year
- 2026: 32 · 2025: 11 · 2024: 19 · 2023: 12 · 2022: 14 · 2021: 15 · 2020: 9
- FWCI
- 0.59
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- BMJ Global Health (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- National Institutes of Health (1P20 GM125498-01)
- Bill and Melinda Gates Foundation
- United Kingdom Department for International Development
- Bill and Melinda Gates through the Global Good Fund
- Age International
- UNICEF
- Topics
- Health Sciences › Medicine › Infectious Diseases › Viral Infections and Outbreaks Research
- Social Sciences › Communication › Public Relations and Crisis Communication
- Health Sciences › Health Professions › General Health Professions › Community Health and Development
- Keywords
- community participation, Ebola outbreak response, Sierra Leone, community action plan, real-time monitoring, case referral, community-based data collection, health emergency response
- MeSH terms
- Disease Outbreaks, Humans, Retrospective Studies, Sierra Leone, Hemorrhagic Fever, Ebola, Epidemics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review