This guide explains the purpose, standards and what is required for a data quality assessment. The five key data quality standards used to assess the quality of data are only identified, but are explained in more detail in the guide: Data Quality Standards.
Adams-Matson, M (2010). Data Quality Standards Performance Monitoring & Evaluation TIPS Washington DC, USAID Center for Development Information and Development Evaluation. Retrieved from http://transition.usaid.gov/policy/evalweb/documents/TIPS-ConductingDataQualityAssessments.pdf