Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response
| Autor(a) principal: | |
|---|---|
| Data de Publicação: | 2022 |
| Outros Autores: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
| Tipo de documento: | Artigo |
| Idioma: | eng |
| Título da fonte: | Repositório Institucional da FIOCRUZ (ARCA) |
| Texto Completo: | https://www.arca.fiocruz.br/handle/icict/56958 |
Resumo: | The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil, |
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Mesa, Sara BoteroCoelho, Flavio CodeçoNwosu, KenechukwuWicht, BertilVenkatasubramanian, AkarshWagner, OlenaValera, CamilleNguimbis, BenedictCÂmara, DanielReis, IsabelBIanchi, LucasMahdiani, MortezaOnsimbie, Papy AnsobiDiallo, Papa Amadou NiangJacques, LéaMuloliwa, Artur ManuelBougma, MoussaMukavhi, LecksonKaneria, AditPeruvemba, RamGupta, AjayTriulzi, IsottaJames, AnathuCarrara, VerenaNgambi, WingstonHabibi, ZahraAdhanom, Michael TedrosVelásquez, Sabina RodriguezSestito, PaoloKousil, TimokleiaBiru, LozaVivacqua, DanielaDalal, JyotiMian, AnatoleRoelens, MaroussiaOrel, ErolHofer, Cristina BarrosoWangara, FatihiyyaMboussou, FranckMlanda, TamayiBukhari, ArishLee, Theresa Min‑HyungNgom, RolandStoll, BeatChimbetete, CleophasAbbate, JessicaImpouma, BenidoKeiser, Olivia2023-02-08T19:28:42Z2023-02-08T19:28:42Z2022BOTERO-MESA, Sara et al. Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response. BMC Public Health, v. 22, 1073, p. 1-11, 2022.1471-2458https://www.arca.fiocruz.br/handle/icict/5695810.1186/s12889-022-13327-1engBMCCOVID-19África SubsaarianaSurtoPandemiaEmergência de saúdeGestão de dadosSub-Saharan AfricaCOVID-19OutbreakPandemicHealth emergencyData managementLeveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 responseinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleThe Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil,Institute of Global Health, Faculty of Medicine, University of Geneva, Geneva, Switzerland / The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland /Faculté de Lettres, University of Lausanne, Lausanne, Switzerland.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Institute for Technology and Global Health, Massachusetts Institute of Technology’, Cambridge, USA / Transform Health Coalition, Geneva, Switzerland.Institute of Global Health, Faculty of Medicine, University of Geneva, Geneva, Switzerland / The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland.Institute of Global Health, Faculty of Medicine, University of Geneva, Geneva, Switzerland / The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland.he Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Data analysis, The GRAPH Network, Douala, Cameroon.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Fundação Osvaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Mosquitos Transmissores de Hematozoários. Rio de Janeiro, RJ, Brasil / Núcleo Operacional Sentinela de Mosquitos Vetores, Fundação Oswaldo Cruz, Brasil - NOSMOVE/FIOCRUZ, Rio de Janeiro, Brazil..The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Fundação Osvaldo Cruz. Instituto Oswaldo Cruz. Laboratório de Mosquitos Transmissores de Hematozoários. Rio de Janeiro, RJ, Brasil / Núcleo Operacional Sentinela de Mosquitos Vetores, Fundação Oswaldo Cruz, Brasil - NOSMOVE/FIOCRUZ, Rio de Janeiro, Brazil.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Fundação Oswaldo Cruz. Escola Nacional de Saúde Pública Sergio Arouca. Rio de Janeiro, RJ, Brasil.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Research and Training Unit in Ecology and Control of Infectious Diseases (URF‑ECMI), Faculty of Medicine, University of Kinshasa, Kinshasa, Congo.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / National Aids Committe, Fann Hospital Center, Dakar, Senegal.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Faculty of Medicine, University of Geneva, Geneva, Switzerland.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Faculdade de Ciências da Saúde, Universidade Lúrio, Nampula, Moçambique.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Institut Supérieur des Sciences de la Population (ISSP), Université Joseph KI-ZERBO, Ouagadougou, Burkina Faso.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Faculty of Medicine and Health Sciences, University of Zimbabwe, Harare, Zimbabwe.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Information Studies, Syracuse University, Syracuse, NY, USA.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / HSR.Health, Rockville, MD, USA.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / HSR.Health, Rockville, MD, USA.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Institute of Management, Scuola Superiore Sant’Anna, Pisa, Italy.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Department of Chemical Engineering, Indian Institute of Science, Bangalore, India.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil / Health Economics Policy Unit, Department of Health Systems and Policy, Kamuzu University of Health Sciences, Lilongwe, Malawi.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil,The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil,The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil,The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil,The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil,The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil,The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Pediatric Infectious Diseases, Federal University of São Paulo, São Paulo, Brazil.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland .Data analysis, The GRAPH Network, Abidjan, Ivory Coast.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil,The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil,School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil / Universidade Federal do Rio de Janeiro. Department of Infectious Diseases. Rio de Janeiro, RJ, Brasil.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil / Department of Health Services, County Government of Kwale, Kwale, Kenya.World Health Organization, Regional Office for Africa, Brazzaville, Congo.World Health Organization, Regional Office for Africa, Brazzaville, Congo.World Health Organization, Regional Office for Africa, Brazzaville, Congo.World Health Organization, Regional Office for Africa, Brazzaville, Congo.World Health Organization, Regional Office for Africa, Brazzaville, Congo.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Association Actions en Santé Publique, Geneva, Switzerland.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / Newlands Clinic, Harare, Zimbabwe.The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / UMI TransVIHMI (Institut de Recherche pour le Développement, Institut National de la Santé et de la Recherche Médicale, Université de Montpellier), Montpellier, France / Geomatys, Montpellier, France.Institute of Global Health, Faculty of Medicine, University of Geneva, Geneva, Switzerland / World Health Organization, Regional Office for Africa, Brazzaville, Congo.Institute of Global Health, Faculty of Medicine, University of Geneva, Geneva, Switzerland / The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland .Emerging infectious diseases are a growing threat in sub-Saharan African countries, but the human and technical capacity to quickly respond to outbreaks remains limited. Here, we describe the experience and lessons learned from a joint project with the WHO Regional Office for Africa (WHO AFRO) to support the sub-Saharan African COVID-19 response. In June 2020, WHO AFRO contracted a number of consultants to reinforce the COVID-19 response in member states by providing actionable epidemiological analysis. Given the urgency of the situation and the magnitude of work required, we recruited a worldwide network of field experts, academics and students in the areas of public health, data science and social science to support the effort. Most analyses were performed on a merged line list of COVID-19 cases using a reverse engineering model (line listing built using data extracted from national situation reports shared by countries with the Regional Office for Africa as per the IHR (2005) obligations). The data analysis platform The Renku Project (https:// renku lab. io) provided secure data storage and permitted collaborative coding. Over a period of 6 months, 63 contributors from 32 nations (including 17 African countries) participated in the project. A total of 45 in-depth country-specific epidemiological reports and data quality reports were prepared for 28 countries. Spatial transmission and mortality risk indices were developed for 23 countries. Text and video-based training modules were developed to integrate and mentor new members. The team also began to develop EpiGraph Hub, a web application that automates the generation of reports similar to those we created, and includes more advanced data analyses features (e.g. mathematical models, geospatial analyses) to deliver real-time, actionable results to decision-makers. Within a short period, we implemented a global collaborative approach to health data management and analyses to advance national responses to health emergencies and outbreaks. The interdisciplinary team, the hands-on training and mentoring, and the participation of local researchers were key to the success of this initiative.info:eu-repo/semantics/openAccessreponame:Repositório Institucional da FIOCRUZ (ARCA)instname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZLICENSElicense.txtlicense.txttext/plain; charset=utf-82991https://www.arca.fiocruz.br/bitstream/icict/56958/1/license.txt5a560609d32a3863062d77ff32785d58MD51ORIGINALBotero‑Mesa_Sara_etal_IOC_2022_COVID-19.pdfBotero‑Mesa_Sara_etal_IOC_2022_COVID-19.pdfapplication/pdf2052684https://www.arca.fiocruz.br/bitstream/icict/56958/2/Botero%e2%80%91Mesa_Sara_etal_IOC_2022_COVID-19.pdf344e2b7f3bb1e9fa0b8c49df44e82e3eMD52icict/569582023-09-04 11:17:49.82oai:www.arca.fiocruz.br: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ório InstitucionalPUBhttps://www.arca.fiocruz.br/oai/requestrepositorio.arca@fiocruz.bropendoar:21352023-09-04T14:17:49Repositório Institucional da FIOCRUZ (ARCA) - Fundação Oswaldo Cruz (FIOCRUZ)false |
| dc.title.en_US.fl_str_mv |
Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response |
| title |
Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response |
| spellingShingle |
Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response Mesa, Sara Botero COVID-19 África Subsaariana Surto Pandemia Emergência de saúde Gestão de dados Sub-Saharan Africa COVID-19 Outbreak Pandemic Health emergency Data management |
| title_short |
Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response |
| title_full |
Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response |
| title_fullStr |
Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response |
| title_full_unstemmed |
Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response |
| title_sort |
Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response |
| author |
Mesa, Sara Botero |
| author_facet |
Mesa, Sara Botero Coelho, Flavio Codeço Nwosu, Kenechukwu Wicht, Bertil Venkatasubramanian, Akarsh Wagner, Olena Valera, Camille Nguimbis, Benedict CÂmara, Daniel Reis, Isabel BIanchi, Lucas Mahdiani, Morteza Onsimbie, Papy Ansobi Diallo, Papa Amadou Niang Jacques, Léa Muloliwa, Artur Manuel Bougma, Moussa Mukavhi, Leckson Kaneria, Adit Peruvemba, Ram Gupta, Ajay Triulzi, Isotta James, Anathu Carrara, Verena Ngambi, Wingston Habibi, Zahra Adhanom, Michael Tedros Velásquez, Sabina Rodriguez Sestito, Paolo Kousil, Timokleia Biru, Loza Vivacqua, Daniela Dalal, Jyoti Mian, Anatole Roelens, Maroussia Orel, Erol Hofer, Cristina Barroso Wangara, Fatihiyya Mboussou, Franck Mlanda, Tamayi Bukhari, Arish Lee, Theresa Min‑Hyung Ngom, Roland Stoll, Beat Chimbetete, Cleophas Abbate, Jessica Impouma, Benido Keiser, Olivia |
| author_role |
author |
| author2 |
Coelho, Flavio Codeço Nwosu, Kenechukwu Wicht, Bertil Venkatasubramanian, Akarsh Wagner, Olena Valera, Camille Nguimbis, Benedict CÂmara, Daniel Reis, Isabel BIanchi, Lucas Mahdiani, Morteza Onsimbie, Papy Ansobi Diallo, Papa Amadou Niang Jacques, Léa Muloliwa, Artur Manuel Bougma, Moussa Mukavhi, Leckson Kaneria, Adit Peruvemba, Ram Gupta, Ajay Triulzi, Isotta James, Anathu Carrara, Verena Ngambi, Wingston Habibi, Zahra Adhanom, Michael Tedros Velásquez, Sabina Rodriguez Sestito, Paolo Kousil, Timokleia Biru, Loza Vivacqua, Daniela Dalal, Jyoti Mian, Anatole Roelens, Maroussia Orel, Erol Hofer, Cristina Barroso Wangara, Fatihiyya Mboussou, Franck Mlanda, Tamayi Bukhari, Arish Lee, Theresa Min‑Hyung Ngom, Roland Stoll, Beat Chimbetete, Cleophas Abbate, Jessica Impouma, Benido Keiser, Olivia |
| author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
| dc.contributor.author.fl_str_mv |
Mesa, Sara Botero Coelho, Flavio Codeço Nwosu, Kenechukwu Wicht, Bertil Venkatasubramanian, Akarsh Wagner, Olena Valera, Camille Nguimbis, Benedict CÂmara, Daniel Reis, Isabel BIanchi, Lucas Mahdiani, Morteza Onsimbie, Papy Ansobi Diallo, Papa Amadou Niang Jacques, Léa Muloliwa, Artur Manuel Bougma, Moussa Mukavhi, Leckson Kaneria, Adit Peruvemba, Ram Gupta, Ajay Triulzi, Isotta James, Anathu Carrara, Verena Ngambi, Wingston Habibi, Zahra Adhanom, Michael Tedros Velásquez, Sabina Rodriguez Sestito, Paolo Kousil, Timokleia Biru, Loza Vivacqua, Daniela Dalal, Jyoti Mian, Anatole Roelens, Maroussia Orel, Erol Hofer, Cristina Barroso Wangara, Fatihiyya Mboussou, Franck Mlanda, Tamayi Bukhari, Arish Lee, Theresa Min‑Hyung Ngom, Roland Stoll, Beat Chimbetete, Cleophas Abbate, Jessica Impouma, Benido Keiser, Olivia |
| dc.subject.other.en_US.fl_str_mv |
COVID-19 África Subsaariana Surto Pandemia Emergência de saúde Gestão de dados |
| topic |
COVID-19 África Subsaariana Surto Pandemia Emergência de saúde Gestão de dados Sub-Saharan Africa COVID-19 Outbreak Pandemic Health emergency Data management |
| dc.subject.en.en_US.fl_str_mv |
Sub-Saharan Africa COVID-19 Outbreak Pandemic Health emergency Data management |
| description |
The Global Research and Analysis for Public Health (GRAPH) Network, Association Actions en Santé, Geneve, Switzerland / School of Applied Mathematics, Getulio Vargas Foundation, Rio de Janeiro, RJ, Brasil, |
| publishDate |
2022 |
| dc.date.issued.fl_str_mv |
2022 |
| dc.date.accessioned.fl_str_mv |
2023-02-08T19:28:42Z |
| dc.date.available.fl_str_mv |
2023-02-08T19:28:42Z |
| dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
| dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
| format |
article |
| status_str |
publishedVersion |
| dc.identifier.citation.fl_str_mv |
BOTERO-MESA, Sara et al. Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response. BMC Public Health, v. 22, 1073, p. 1-11, 2022. |
| dc.identifier.uri.fl_str_mv |
https://www.arca.fiocruz.br/handle/icict/56958 |
| dc.identifier.issn.en_US.fl_str_mv |
1471-2458 |
| dc.identifier.doi.none.fl_str_mv |
10.1186/s12889-022-13327-1 |
| identifier_str_mv |
BOTERO-MESA, Sara et al. Leveraging human resources for outbreak analysis: lessons from an international collaboration to support the sub‑Saharan African COVID‑19 response. BMC Public Health, v. 22, 1073, p. 1-11, 2022. 1471-2458 10.1186/s12889-022-13327-1 |
| url |
https://www.arca.fiocruz.br/handle/icict/56958 |
| dc.language.iso.fl_str_mv |
eng |
| language |
eng |
| dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
| eu_rights_str_mv |
openAccess |
| dc.publisher.none.fl_str_mv |
BMC |
| publisher.none.fl_str_mv |
BMC |
| dc.source.none.fl_str_mv |
reponame:Repositório Institucional da FIOCRUZ (ARCA) instname:Fundação Oswaldo Cruz (FIOCRUZ) instacron:FIOCRUZ |
| instname_str |
Fundação Oswaldo Cruz (FIOCRUZ) |
| instacron_str |
FIOCRUZ |
| institution |
FIOCRUZ |
| reponame_str |
Repositório Institucional da FIOCRUZ (ARCA) |
| collection |
Repositório Institucional da FIOCRUZ (ARCA) |
| bitstream.url.fl_str_mv |
https://www.arca.fiocruz.br/bitstream/icict/56958/1/license.txt https://www.arca.fiocruz.br/bitstream/icict/56958/2/Botero%e2%80%91Mesa_Sara_etal_IOC_2022_COVID-19.pdf |
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MD5 MD5 |
| repository.name.fl_str_mv |
Repositório Institucional da FIOCRUZ (ARCA) - Fundação Oswaldo Cruz (FIOCRUZ) |
| repository.mail.fl_str_mv |
repositorio.arca@fiocruz.br |
| _version_ |
1794075837626056704 |