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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....

Data Analytics and Informatics are Two Separate Disciplines (And Why This Matters to HIM)

Author: Clack, Lesley; Houser, Shannon H.; Kadlec, Lesley; Mikaelian, Raymound; Tabisula, Braden; Zeglen, Margie

Source: Journal of AHIMA

Publication Date: October 2017



Integral to this era of paperless electronic health records (EHRs) are the disciplines of data analytics and informatics. The vast volumes of electronic data woven from a multitude of systems, registries, and remote technologies creates promising career opportunities for health data analyt....

Understanding Publicly Available Healthcare Data (2016) - Retired

Author: Buttner, Patty; Houser, Shannon H.; Flanigan, Jill; Mikaelian, Raymound; Ryznar, Barbara; Smith, Clarice Pittillo

Source: AHIMA practice brief

Publication Date: June 2016


This update supersedes the September 2013 practice brief, Understanding Publicly Available Healthcare Data, which replaced the January 2010 practice brief with the same title.


Healthcare organizations increasingly collect and utilize data for internal and external reporting on pa....