Comparative Effectiveness of DHIS2 and FAIR Data Approaches for Privacy-Preserving Health Data Analytics in Uganda: A Systematic Review

DHIS2 improved reporting and availability, while FAIR initiatives began enabling governed, interoperable reuse. To achieve ethical analytics at scale, priorities are legal enforcement, secure rural ICT, standardized machine-readable metadata/consent, and workforce development.

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Publication Details

Journal
ClinicoEconomics and Outcomes Research
Published
2025-11-01
DOI
https://doi.org/10.2147/ceor.s560265
Primary Topic
Research Data Management Practices
Type
article
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article

Comparative Effectiveness of DHIS2 and FAIR Data Approaches for Privacy-Preserving Health Data Analytics in Uganda: A Systematic Review

Mariam Basajja, Okechukwu Paul-Chima Ugwu
ClinicoEconomics and Outcomes Research
Research Data Management Practices
article

Comparative Effectiveness of DHIS2 and FAIR Data Approaches for Privacy-Preserving Health Data Analytics in Uganda: A Systematic Review

Mariam Basajja, Okechukwu Paul-Chima Ugwu
article en

Abstract

DHIS2 improved reporting and availability, while FAIR initiatives began enabling governed, interoperable reuse. To achieve ethical analytics at scale, priorities are legal enforcement, secure rural ICT, standardized machine-readable metadata/consent, and workforce development.

ClinicoEconomics and Outcomes ResearchVol. Volume 17
Leiden University (NL), University of Applied Sciences Leiden (NL), Kampala International University (UG)
Openalex Percentile: Top 52%
Research Data Management Practices
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