Data Quality Review Toolkit

The Data Quality Review (DQR) toolkit proposes a unified approach to data quality and includes guidelines and tools that lay the basis for a common understanding of data quality.

The Data Quality Review (DQR) toolkit proposes an integrated approach to data quality. It unifies and builds upon previous tools and methods designed to assess data quality at facility level, taking into account best practices and lessons learned from many countries. The toolkit is the result of collaboration between the World Health Organization (WHO); The Global Fund to Fight AIDS, Tuberculosis and Malaria (The Global Fund); Gavi, the Vaccine Alliance; and the USAID-funded MEASURE Evaluation project.

The DQR toolkit includes guidelines and tools that lay the basis for a standardized and holistic approach to data quality that promotes institutionalization of routine data quality assessment in countries. The toolkit contains three modules, each with specific methods and tools: 

 dqr-module-1.JPG

 dqr-module-2.JPG

 dqr-module-3.JPG

Module 1:
Framework
and metrics
                       

Module 2: Desk
review of data quality
 
(Including an
Excel-based tool)

Module 3: Data verification
and system assessment



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