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Are Meaningful Use Stage 2 certified EHRs ready for interoperability? Findings from the SMART C-CDA Collaborative.
John D D'Amore1, Joshua C Mandel2, David A Kreda3
1Lantana Consulting Group, LLC, East Thetford, Vermont, USA Diameter Health, Inc., Newton, Massachusetts, USA.
Summary
Electronic health record (EHR) systems face challenges with Consolidated Clinical Document Architecture (C-CDA) document exchange. Analysis revealed errors and variations hindering interoperability, offering opportunities for improvement.
Area of Science:
- Health Informatics
- Clinical Data Standards
- Interoperability Research
Background:
- Upcoming 2014 US Electronic Health Record (EHR) system upgrades aim to improve care provider document exchange.
- The Meaningful Use program mandates Consolidated Clinical Document Architecture (C-CDA) for EHR document exchange.
- The SMART C-CDA Collaborative convened EHR vendors to assess and enhance C-CDA exchange.
Purpose of the Study:
- To evaluate the semantic correctness and consistency of machine-readable C-CDA documents.
- To identify barriers to effective C-CDA based document exchange.
- To explore practical improvements for C-CDA document quality and exchange.
Main Methods:
- Collected 91 C-CDA sample documents from 21 health information technologies.
- Performed automated parsing (BlueButton.js), validation, and scoring.
- Conducted manual inspection and vendor review sessions to understand C-CDA interpretation.
Main Results:
- Identified 615 errors and data expression variations across technologies.
- Determined 11 specific areas hindering C-CDA document interoperability.
- Found significant heterogeneity in C-CDA document implementation.
Conclusions:
- Errors and permissible heterogeneity in C-CDA documents limit semantic interoperability.
- Practical opportunities exist to enhance C-CDA document quality and exchange.
- Addressing identified barriers is crucial for successful EHR interoperability.

