Clinical information modeling processes for semantic interoperability of electronic health records: systematic review and inductive analysis

被引:53
作者
Moreno-Conde, Alberto [1 ,2 ]
Moner, David [3 ]
Dimas da Cruz, Wellington [4 ]
Santos, Marcelo R. [5 ]
Alberto Maldonado, Jose [3 ,6 ]
Robles, Montserrat [3 ]
Kalra, Dipak [1 ]
机构
[1] UCL, Ctr Hlth Informat & Multiprofess Educ, London, England
[2] Hosp Univ Virgen Rocio, Seville 41013, Spain
[3] Univ Politecn Valencia, Inst Aplicaciones Tecnol Informaci & Comunicacion, Valencia, Spain
[4] Univ FUMEC, Belo Horizonte, MG, Brazil
[5] Univ Fed Minas Gerais, Ctr Informat Saude CINS, Belo Horizonte, MG, Brazil
[6] VeraTech Hlth SL, Valencia, Spain
关键词
electronic health record; semantic interoperability; clinical information modeling; systematic review; clinical information model; DEVELOPMENT FRAMEWORK; OPENEHR ARCHETYPES; CARE; KNOWLEDGE;
D O I
10.1093/jamia/ocv008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
Objective This systematic review aims to identify and compare the existing processes and methodologies that have been published in the literature for defining clinical information models (CIMs) that support the semantic interoperability of electronic health record (EHR) systems. Material and Methods Following the preferred reporting items for systematic reviews and meta-analyses systematic review methodology, the authors reviewed published papers between 2000 and 2013 that covered that semantic interoperability of EHRs, found by searching the PubMed, IEEE Xplore, and ScienceDirect databases. Additionally, after selection of a final group of articles, an inductive content analysis was done to summarize the steps and methodologies followed in order to build CIMs described in those articles. Results Three hundred and seventy-eight articles were screened and thirty six were selected for full review. The articles selected for full review were analyzed to extract relevant information for the analysis and characterized according to the steps the authors had followed for clinical information modeling. Discussion Most of the reviewed papers lack a detailed description of the modeling methodologies used to create CIMs. A representative example is the lack of description related to the definition of terminology bindings and the publication of the generated models. However, this systematic review confirms that most clinical information modeling activities follow very similar steps for the definition of CIMs. Having a robust and shared methodology could improve their correctness, reliability, and quality. Conclusion Independently of implementation technologies and standards, it is possible to find common patterns in methods for developing CIMs, suggesting the viability of defining a unified good practice methodology to be used by any clinical information modeler.
引用
收藏
页码:925 / 934
页数:10
相关论文
共 52 条
[1]
Quality metrics for detailed clinical models [J].
Ahn, Sunju ;
Huff, Stanley M. ;
Kim, Yoon ;
Kalra, Dipak .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2013, 82 (05) :408-417
[2]
Standardized Cardiovascular Data for Clinical Research, Registries, and Patient Care [J].
Anderson, H. Vernon ;
Weintraub, William S. ;
Radford, Martha J. ;
Kremers, Mark S. ;
Roe, Matthew T. ;
Shaw, Richard E. ;
Pinchotti, Dana M. ;
Tcheng, James E. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2013, 61 (18) :1835-1846
[3]
[Anonymous], OOPSLA 2002 WORKSH B
[4]
[Anonymous], 2008, 136062008 ISO
[5]
[Anonymous], ELECT J HLTH INFORM
[6]
HL7 Version 3 - An object-oriented methodology for collaborative standards development [J].
Beeler, GW .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 1998, 48 (1-3) :151-161
[7]
Towards a comprehensive electronic patient record to support an innovative individual care concept for premature infants using the openEHR approach [J].
Buck, Jasmin ;
Garde, Sebastian ;
Kohl, Christian D. ;
Knaup-Gregori, Petra .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2009, 78 (08) :521-531
[8]
Structured electronic physiotherapy records [J].
Buyl, Ronald ;
Nyssen, Marc .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2009, 78 (07) :473-481
[9]
Are Meaningful Use Stage 2 certified EHRs ready for interoperability? Findings from the SMART C-CDA Collaborative [J].
D'Amore, John D. ;
Mandel, Joshua C. ;
Kreda, David A. ;
Swain, Ashley ;
Koromia, George A. ;
Sundareswaran, Sumesh ;
Alschuler, Liora ;
Dolin, Robert H. ;
Mandl, Kenneth D. ;
Kohane, Isaac S. ;
Ramoni, Rachel B. .
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2014, 21 (06) :1060-1068
[10]
Modeling healthcare authorization and claim submissions using the openEHR dual-model approach [J].
Dias, Rigoleta D. M. ;
Cook, Timothy W. ;
Freire, Sergio M. .
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2011, 11