Harnessing data for smarter antimicrobial stewardship: A case study on data solidarity in action

Publication
February 18, 2026
Clare Kahuma
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Harnessing data for smarter antimicrobial stewardship: A case study on data solidarity in action

Antimicrobial resistance (AMR) poses a global health challenge, disproportionately affecting low- and middle-income countries where diagnostic gaps and empirical prescribing accelerate resistance. While data-driven approaches offer opportunities to strengthen antimicrobial stewardship, ethical and governance concerns persist regarding how data are shared, who benefits and how risk is managed.

This paper by DTH-Lab Research Fellow, Clare Kahuma Allelua, presents case studies on operationalizing data solidarity, a data governance approach that promotes collective benefit, mitigates shared risks and ensures that value generated from digital practice is distributed fairly across society.

This report was published through the DTH-Lab 2025 Research Fellowship Programme which provides students and early-career professionals from low- and middle-income countries with the opportunity to contribute to key areas of DTH-Lab’s research and analysis.

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References

Clare is a software engineer passionate about integrating technology into health data and communication. She is currently pursuing a Master’s in Health Informatics, focusing on translating complex research into actionable insights. Clare serves as a Health Communications Officer with the Centers for Antimicrobial Optimization Network (CAMO-Net) Uganda hub at the Infectious Diseases Institute. In this role, she simplifies and disseminates scientific findings to support evidence-based decision-making in public health. She is a trainee under the Health Data Science Capacity Building Grant for the African continent, hosted by the University of KwaZulu-Natal in South Africa. Her current research focuses on predicting multi-drug resistance in people with bacterial infections at the point of care. Her interests lie at the intersection of health informatics, research and science communication. Clare values care and collaboration, and believes in the power of storytelling to harness data for meaningful change in health behaviours and outcomes.

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