In line with best practices for Data management, UMB is implementing a robust comprehensive Data management strategy that consist of; (1) Data managements plans (DMPs)  that describe how each Implementing Partner achieves Data collection / generation, Data management, documentation and curation, Data security, Data sharing and access; (2) Standardized Data Quality Assessments that will be used by all Implementing partners to validate reported achievements in line with PEPFARS accountability framework; and  (3) Standardized Data Quality Improvement (DQI) approach that guides decisions centered on data quality goals to determine the data processes to improve, solutions to implement, and people to engage.