Development of a data collection and management system in West Africa: challenges and sustainability
Abstract Background Developing and sustaining a data collection and management system (DCMS) is difficult in malaria-endemic countries because of limitations in internet bandwidth, computer resources and numbers of trained personnel. The premise of this paper is that development of a DCMS in West Af...
Main Authors: | , , , , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2018-11-01
|
Series: | Infectious Diseases of Poverty |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s40249-018-0494-4 |
id |
doaj-5761b7d1a55b4d30ba951beb99585254 |
---|---|
record_format |
Article |
spelling |
doaj-5761b7d1a55b4d30ba951beb995852542020-11-25T01:28:32ZengBMCInfectious Diseases of Poverty2049-99572018-11-017111410.1186/s40249-018-0494-4Development of a data collection and management system in West Africa: challenges and sustainabilityJeffrey G. Shaffer0Seydou O. Doumbia1Daouda Ndiaye2Ayouba Diarra3Jules F. Gomis4Davis Nwakanma5Ismaela Abubakar6Abdullahi Ahmad7Muna Affara8Mary Lukowski9Clarissa Valim10James C. Welty11Frances J. Mather12Joseph Keating13Donald J. Krogstad14Departments of Biostatistics (1440 Canal St., Suite 1610) and Tropical MedicineUniversity of the Sciences, Techniques and Technologies of BamakoUniversity Cheikh Anta DiopUniversity of the Sciences, Techniques and Technologies of BamakoUniversity Cheikh Anta DiopMedical Research Council UnitMedical Research Council UnitMedical Research Council UnitMedical Research Council UnitScienceTRAX LLCHarvard T.H. Chan School of Public HealthDepartments of Biostatistics (1440 Canal St., Suite 1610) and Tropical MedicineDepartments of Biostatistics (1440 Canal St., Suite 1610) and Tropical MedicineDepartments of Biostatistics (1440 Canal St., Suite 1610) and Tropical MedicineDepartments of Biostatistics (1440 Canal St., Suite 1610) and Tropical MedicineAbstract Background Developing and sustaining a data collection and management system (DCMS) is difficult in malaria-endemic countries because of limitations in internet bandwidth, computer resources and numbers of trained personnel. The premise of this paper is that development of a DCMS in West Africa was a critically important outcome of the West African International Centers of Excellence for Malaria Research. The purposes of this paper are to make that information available to other investigators and to encourage the linkage of DCMSs to international research and Ministry of Health data systems and repositories. Methods We designed and implemented a DCMS to link study sites in Mali, Senegal and The Gambia. This system was based on case report forms for epidemiologic, entomologic, clinical and laboratory aspects of plasmodial infection and malarial disease for a longitudinal cohort study and included on-site training for Principal Investigators and Data Managers. Based on this experience, we propose guidelines for the design and sustainability of DCMSs in environments with limited resources and personnel. Results From 2012 to 2017, we performed biannual thick smear surveys for plasmodial infection, mosquito collections for anopheline biting rates and sporozoite rates and year-round passive case detection for malarial disease in four longitudinal cohorts with 7708 individuals and 918 households in Senegal, The Gambia and Mali. Major challenges included the development of uniform definitions and reporting, assessment of data entry error rates, unstable and limited internet access and software and technology maintenance. Strengths included entomologic collections linked to longitudinal cohort studies, on-site data centres and a cloud-based data repository. Conclusions At a time when research on diseases of poverty in low and middle-income countries is a global priority, the resources available to ensure accurate data collection and the electronic availability of those data remain severely limited. Based on our experience, we suggest the development of a regional DCMS. This approach is more economical than separate data centres and has the potential to improve data quality by encouraging shared case definitions, data validation strategies and analytic approaches including the molecular analysis of treatment successes and failures.http://link.springer.com/article/10.1186/s40249-018-0494-4Data collectionData (database) management systemDiseases of povertyMalariaPlasmodium falciparum |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jeffrey G. Shaffer Seydou O. Doumbia Daouda Ndiaye Ayouba Diarra Jules F. Gomis Davis Nwakanma Ismaela Abubakar Abdullahi Ahmad Muna Affara Mary Lukowski Clarissa Valim James C. Welty Frances J. Mather Joseph Keating Donald J. Krogstad |
spellingShingle |
Jeffrey G. Shaffer Seydou O. Doumbia Daouda Ndiaye Ayouba Diarra Jules F. Gomis Davis Nwakanma Ismaela Abubakar Abdullahi Ahmad Muna Affara Mary Lukowski Clarissa Valim James C. Welty Frances J. Mather Joseph Keating Donald J. Krogstad Development of a data collection and management system in West Africa: challenges and sustainability Infectious Diseases of Poverty Data collection Data (database) management system Diseases of poverty Malaria Plasmodium falciparum |
author_facet |
Jeffrey G. Shaffer Seydou O. Doumbia Daouda Ndiaye Ayouba Diarra Jules F. Gomis Davis Nwakanma Ismaela Abubakar Abdullahi Ahmad Muna Affara Mary Lukowski Clarissa Valim James C. Welty Frances J. Mather Joseph Keating Donald J. Krogstad |
author_sort |
Jeffrey G. Shaffer |
title |
Development of a data collection and management system in West Africa: challenges and sustainability |
title_short |
Development of a data collection and management system in West Africa: challenges and sustainability |
title_full |
Development of a data collection and management system in West Africa: challenges and sustainability |
title_fullStr |
Development of a data collection and management system in West Africa: challenges and sustainability |
title_full_unstemmed |
Development of a data collection and management system in West Africa: challenges and sustainability |
title_sort |
development of a data collection and management system in west africa: challenges and sustainability |
publisher |
BMC |
series |
Infectious Diseases of Poverty |
issn |
2049-9957 |
publishDate |
2018-11-01 |
description |
Abstract Background Developing and sustaining a data collection and management system (DCMS) is difficult in malaria-endemic countries because of limitations in internet bandwidth, computer resources and numbers of trained personnel. The premise of this paper is that development of a DCMS in West Africa was a critically important outcome of the West African International Centers of Excellence for Malaria Research. The purposes of this paper are to make that information available to other investigators and to encourage the linkage of DCMSs to international research and Ministry of Health data systems and repositories. Methods We designed and implemented a DCMS to link study sites in Mali, Senegal and The Gambia. This system was based on case report forms for epidemiologic, entomologic, clinical and laboratory aspects of plasmodial infection and malarial disease for a longitudinal cohort study and included on-site training for Principal Investigators and Data Managers. Based on this experience, we propose guidelines for the design and sustainability of DCMSs in environments with limited resources and personnel. Results From 2012 to 2017, we performed biannual thick smear surveys for plasmodial infection, mosquito collections for anopheline biting rates and sporozoite rates and year-round passive case detection for malarial disease in four longitudinal cohorts with 7708 individuals and 918 households in Senegal, The Gambia and Mali. Major challenges included the development of uniform definitions and reporting, assessment of data entry error rates, unstable and limited internet access and software and technology maintenance. Strengths included entomologic collections linked to longitudinal cohort studies, on-site data centres and a cloud-based data repository. Conclusions At a time when research on diseases of poverty in low and middle-income countries is a global priority, the resources available to ensure accurate data collection and the electronic availability of those data remain severely limited. Based on our experience, we suggest the development of a regional DCMS. This approach is more economical than separate data centres and has the potential to improve data quality by encouraging shared case definitions, data validation strategies and analytic approaches including the molecular analysis of treatment successes and failures. |
topic |
Data collection Data (database) management system Diseases of poverty Malaria Plasmodium falciparum |
url |
http://link.springer.com/article/10.1186/s40249-018-0494-4 |
work_keys_str_mv |
AT jeffreygshaffer developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT seydouodoumbia developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT daoudandiaye developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT ayoubadiarra developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT julesfgomis developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT davisnwakanma developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT ismaelaabubakar developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT abdullahiahmad developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT munaaffara developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT marylukowski developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT clarissavalim developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT jamescwelty developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT francesjmather developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT josephkeating developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability AT donaldjkrogstad developmentofadatacollectionandmanagementsysteminwestafricachallengesandsustainability |
_version_ |
1725101020452749312 |