TY - JOUR
T1 - A refined methodology for validation of information models derived from flowsheet data and applied to a genitourinary case
AU - Westra, Bonnie L.
AU - Lytle, Kay S.
AU - Whittenburg, Luann
AU - Adams, Mischa
AU - Ali, Samira
AU - Furukawa, Meg
AU - Hartleben, Stephanie
AU - Hook, Mary
AU - Johnson, Steve
AU - Collins Rossetti, Sarah
AU - Settergren, Tess Theresa
N1 - Publisher Copyright:
© 2020 The Author(s) 2020. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: [email protected].
PY - 2020/11/1
Y1 - 2020/11/1
N2 - Use of electronic health record data is expanding to support quality improvement and research; however, this requires standardization of the data and validation within and across organizations. Information models (IMs) are created to standardize data elements into a logical organization that includes data elements, definitions, data types, values, and relationships. To be generalizable, these models need to be validated across organizations. The purpose of this case report is to describe a refined methodology for validation of flowsheet IMs and apply the revised process to a genitourinary IM created in one organization. The refined IM process, adding evidence and input from experts, produced a clinically relevant and evidence-based model of genitourinary care. The refined IM process provides a foundation for optimizing electronic health records with comparable nurse sensitive data that can add to common data models for continuity of care and ongoing use for quality improvement and research.
AB - Use of electronic health record data is expanding to support quality improvement and research; however, this requires standardization of the data and validation within and across organizations. Information models (IMs) are created to standardize data elements into a logical organization that includes data elements, definitions, data types, values, and relationships. To be generalizable, these models need to be validated across organizations. The purpose of this case report is to describe a refined methodology for validation of flowsheet IMs and apply the revised process to a genitourinary IM created in one organization. The refined IM process, adding evidence and input from experts, produced a clinically relevant and evidence-based model of genitourinary care. The refined IM process provides a foundation for optimizing electronic health records with comparable nurse sensitive data that can add to common data models for continuity of care and ongoing use for quality improvement and research.
KW - data standards
KW - electronic health records
KW - information modeling
KW - nursing informatics
KW - nursing records
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U2 - 10.1093/jamia/ocaa166
DO - 10.1093/jamia/ocaa166
M3 - Article
C2 - 32940673
AN - SCOPUS:85096357369
SN - 1067-5027
VL - 27
SP - 1732
EP - 1740
JO - Journal of the American Medical Informatics Association
JF - Journal of the American Medical Informatics Association
IS - 11
ER -