The Data Quality Collaborative (DQC) is a group of leading experts working to ensure that electronic health data used for CER and PCOR is credible and high quality. The DQC has developed several papers and a research agenda to assess and report on electronic health record (EHR) data quality. The major aim of the collaboration is to develop a comprehensive data quality assessment framework and guidelines for the CER and PCOR community, including draft recommendations that can guide the development of new analytic and reporting methods specifically directed to data quality assessment and reporting.

On an ongoing basis, the group posts current opportunities for participation as well as published documents, and works in progress.

Questions? Email Lauren Edmundson

Current Opportunities to Comment

Data Quality Common Data Model
Comments are currently being accepted on the proposed common model for data quality assessment. Please respond by 6/1/2015.

Survey: Exploring Potential Barriers to Data Quality Assessment
Provide your perspective on data quality assessment and individual- and organizational-level barriers to assessing and reporting data quality assessment. Please respond by 6/1/2015.


Kahn, Michael G.; Brown, Jeffrey S.; Chun, Alein T.; Davidson, Bruce N.; Meeker, Daniella; Ryan, Patrick B.; Schilling, Lisa M.; Weiskopf, Nicole G.; Williams, Andrew E.; and Zozus, Meredith Nahm (2015) "Transparent Reporting of Data Quality in Distributed Data Networks," eGEMs (Generating Evidence & Methods to improve patient outcomes): Vol. 3: Iss. 1, Article 7.

Mackay, Erin A. (2015) "Patients, Consumers, and Caregivers: The Original Data Stewards,"eGEMs (Generating Evidence & Methods to improve patient outcomes): Vol. 3: Iss. 1, Article 8.

Work in Progress

A Harmonized Data Quality Assessment Framework
This work is currently under revision and is being submitted for publication. Please check back for more details soon.

Funding Acknowledgement
The first phase of this work was funded by the EDM Forum with support from the Agency for Healthcare Quality and Research (AHRQ (#U13 HS19564-010). Current support for the DQC is provided by the Patient-Centered Outcomes Research Institute (PCORI) (ME-1303-5581).


Submissions from 2015


Data Quality Common Data Model