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Reliable health information systems (HIS) are critical for effective decision-making in the delivery of Primary Health Care and Reproductive, Maternal, Newborn, Child, Adolescent Health and Nutrition (PHC/RMNCAH+N) services. In Kenya, the District Health Information Software 2 (DHIS2) platform serves as the primary HIS for tracking health indicators. This qualitative study explored perceptions of DHIS2 data accuracy and use for decision-making among PHC/RMNCAH+N stakeholders across 15 counties in Kenya. 89 Key Informant Interviews were conducted with PHC/RMNCAH+N stakeholders, to explore experiences, barriers, and facilitators of DHIS2 data use. Thematic network analysis was employed to identify recurrent themes and generate insights into the utility of DHIS2-generated information. Sociotechnical challenges included limited technical capacity among health staff, inadequate analytical skills, and reliance on a small pool of Health Records Information Officers (HRIOs). However, positive practices emerged, such as the use of DHIS2 dashboards and user-friendly outputs, which were valued for supporting evidence-based decision-making and advocacy, particularly at higher levels of health management. In some counties, visual displays of data, including scorecards and performance trends, facilitated budget advocacy and community engagement. Contextual challenges and constraints, such as use of inconsistent data collection tools across counties post-devolution, human resource shortages, and limited integration of private sector data, contributed to incomplete reporting. These challenges underpinned perceived inaccuracy of DHIS2 data, arguably, hindering the complete reliance on DHIS2 data for planning and decision making. The study highlights the need for targeted investments to improve DHIS2 data accuracy and use through stronger stakeholder coordination, enhanced data synthesis skills, and fostering a culture of data ownership among a wide range of stakeholders in health, including political actors.. Addressing these gaps will contribute to improvement in DHIS2 data quality, enhanced ownership and reliance on DHIS2 data by PHC/RMNCAH+N stakeholders for decision making in Kenya.
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http://dx.doi.org/10.1371/journal.pgph.0004508 | DOI Listing |
Med Anthropol
September 2025
IT University of Copenhagen, Denmark.
Drawing on ethnographic fieldwork among Ghanaian officials and international developers in the field of health information systems, we investigate how innovations in health data infrastructures are aligned with global practices of epidemiological accountability. The digital health information system DHIS2 has been adopted in various low- and middle-income countries, including Ghana. While global stakeholders render public health a matter of efficiency and accountability, public health professionals attune at various levels to emerging global health priorities and data practices, e.
View Article and Find Full Text PDFPLOS Glob Public Health
August 2025
Department of Global Health, University of Washington, Seattle, Washington, United States of America.
Performance-based financing (PBF) is a funding strategy that pays for outcomes rather than the cost of inputs. Verification through facility records (quantity verification) and patient interviews in communities (community verification) is a known cornerstone of PBF to ensure reported results are accurate. However, the literature suggests it's common to tie payment to quantity verification results, which measure internal record alignment but do not assess the validity of records (e.
View Article and Find Full Text PDFMalar J
August 2025
Department of Internal Medicine, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda.
Background: Effective malaria surveillance is a key strategy for malaria control in sub-Saharan Africa. In 2012, Uganda rolled out the District Health Information System, version 2 (DHIS2), however, the quality of the DHIS2 malaria surveillance data is questionable. The primary objective of this study was to assess the level of concordance between the DHIS2 and facility source documents on selected malaria data indicators and influencing factors at selected primary health facilities in Mayuge district.
View Article and Find Full Text PDFBMC Infect Dis
August 2025
Department of Geography, University of Namur, Namur, 5000, Belgium.
Background: Significant efforts over the past decades have successfully reduced the global burden of malaria. However, progress has stalled since 2015. In low-transmission settings, the traditional distribution of malaria along vector suitability gradients is shifting to a new profile, with the emergence of hotspots where the disease persists.
View Article and Find Full Text PDFPLOS Glob Public Health
August 2025
Kenya Paediatric Research Consortium, Nairobi, Kenya.
Reliable health information systems (HIS) are critical for effective decision-making in the delivery of Primary Health Care and Reproductive, Maternal, Newborn, Child, Adolescent Health and Nutrition (PHC/RMNCAH+N) services. In Kenya, the District Health Information Software 2 (DHIS2) platform serves as the primary HIS for tracking health indicators. This qualitative study explored perceptions of DHIS2 data accuracy and use for decision-making among PHC/RMNCAH+N stakeholders across 15 counties in Kenya.
View Article and Find Full Text PDF