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Table 2 Functional components of the DQMIS and corresponding dimensions of data quality

From: Implementation and results of an integrated data quality assurance protocol in a randomized controlled trial in Uttar Pradesh, India

  Dimensions of data quality
Functional components of the DQMIS Accuracy Reliability Timeliness Completeness Precision Integrity
M&E team to support data management and quality X X X X X X
SOPs and tools for data collection X X X   X X
Training for data quality X X X    X
Electronic data collection and reporting system X X X X X X
DQA protocol, including data collection audits, rapid data feedback, and supportive supervision X X     
  1. DQA Data Quality Assurance, DQMIS Data Quality Monitoring and Improvement System, M&E Monitoring and evaluation