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Managing a Data Dictionary (2016 update) - Retired

Author: Davoudi, Sion; Flanigan, Jill; Houser, Shannon H.; Kadlec, Lesley; Kirby, Annessa; VanSlyke, Daniel; Wendicke, Annemarie

Source: AHIMA practice brief

Publication Date: December 2016


This update supplants the 2012 practice brief “Managing a Data Dictionary.”


As healthcare organizations move to the electronic environment, the large volume and complexity of data collected is growing at unprecedented rates. While access to data has the potential to en....

Data Quality Management Model (2015 Update) - Retired

Author: Davoudi, Sion; Dooling, Julie A; Glondys, Barbara; Jones, Theresa D.; Kadlec, Lesley; Overgaard, Shauna M; Ruben, Kerry; Wendicke, Annemarie

Source: AHIMA practice brief | Journal of AHIMA

Publication Date: October 2015


Editor’s Note: This Practice Brief supersedes the July 2012 “Data Quality Management Model (Updated),” the March 1998 “Checklist to Assess Data Quality Management Efforts,” and the June 1998 “Data Quality Management Model” Practice Briefs.


Best Practices for Data Analytics Reporting Lifecycles: Quality in Report Building and Data Validation

Author: Clack, Lesley; Houser, Shannon H.; Kadlec, Lesley; Mikaelian, Raymound; Wendicke, Annemarie; Cain, Jeannine MSHI, RHIA, CPHI; Spears, Amanda MA, CHDA

Source: Journal of AHIMA | AHIMA practice brief

Publication Date: October 2018






While the importance of data quality in providing high-quality clinical care in today’s healthcare setting is typically well understood, the quality of data for report building and validation activities is often not well articulated—and potential data quality....