Promoting sustainable data quality management to enhance HIV programmes: country-level implementation, lessons learnt and future directions including embracing artificial intelligence. Technical brief
World Health Organization
Jan 2025 · World Health Organization
Ebook
29
Pages
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About this ebook
This technical brief provides an overview of the critical role of high-quality data in effective HIV programme implementation, highlighting WHO guidance and implementation experience. It outlines country-level experiences, lessons learned, and future directions for data quality management. The brief emphasizes the importance of data quality assessments (DQAs) and broader data quality improvement activities, showcasing successful practices that support efficient service delivery and evidence-based decision-making to foster a sustainable HIV response through improved data quality and utilization. Additionally, it underscores the need for routine data quality monitoring and management, leveraging digital solutions and artificial intelligence to strengthen data systems.
The brief aims to assist HIV programme managers, partners, and other stakeholders involved in the collection, analysis, and use of HIV health sector data to enhance data quality and utilization. In doing so, it is intended to strengthen service delivery, optimize resource allocation, and improve overall programme impact, thereby ensuring sustainable returns on investments.
The brief aims to assist HIV programme managers, partners, and other stakeholders involved in the collection, analysis, and use of HIV health sector data to enhance data quality and utilization. In doing so, it is intended to strengthen service delivery, optimize resource allocation, and improve overall programme impact, thereby ensuring sustainable returns on investments.
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