help button home button JAMIA Bigger figures
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS

This Article
Right arrow Full Text
Right arrow Full Text (PDF)
Right arrow Submit a response
Right arrow Alert me when this article is cited
Right arrow Alert me when eLetters are posted
Right arrow Alert me if a correction is posted
Services
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Shiffman, R. N.
Right arrow Articles by Nath, S.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Shiffman, R. N.
Right arrow Articles by Nath, S.
Journal of the American Medical Informatics Association 7:488-498 (2000)
© 2000 American Medical Informatics Association


Model Formulation

GEM

A Proposal for a More Comprehensive Guideline Document Model Using XML

Richard N. Shiffman, MD, MCIS, Bryant T. Karras, MD, Abha Agrawal, MD, Roland Chen, MD, Luis Marenco, MD and Sujai Nath, MD

Affiliation of the authors: Yale University, New Haven, Connecticut.

Correspondence and reprints: Richard N. Shiffman, MD, Center for Medical Informatics, P.O. Box 208009, New Haven, CT 06520-8009; e-mail: <richard.shiffman{at}yale.edu>.

Abstract Objective: To develop a guideline document model that includes a sufficiently broad set of concepts to be useful throughout the guideline life cycle.

Design: Current guideline document models are limited in that they reflect the specific orientation of the stakeholder who created them; thus, developers and disseminators often provide few constructs for conceptualizing recommendations, while implementers de-emphasize concepts related to establishing guideline validity. The authors developed the Guideline Elements Model (GEM) using XML to better represent the heterogeneous knowledge contained in practice guidelines. Core constructs were derived from the Institute of Medicine's Guideline Appraisal Instrument, the National Guideline Clearinghouse, and the augmented decision table guideline representation. These were supplemented by additional concepts from a literature review.

Results: The GEM hierarchy includes more than 100 elements. Major concepts relate to a guideline's identity, developer, purpose, intended audience, method of development, target population, knowledge components, testing, and review plan. Knowledge components in guideline documents include recommendations (which in turn comprise conditionals and imperatives), definitions, and algorithms.

Conclusion: GEM is more comprehensive than existing models and is expressively adequate to represent the heterogeneous information contained in guidelines. Use of XML contributes to a flexible, comprehensible, shareable, and reusable knowledge representation that is both readable by human beings and processible by computers.




This article has been cited by other articles:


Home page
J. Am. Med. Inform. Assoc.Home page
N. Mulyar, W. M.P. van der Aalst, and M. Peleg
A Pattern-based Analysis of Clinical Computer-interpretable Guideline Modeling Languages
J. Am. Med. Inform. Assoc., November 1, 2007; 14(6): 781 - 787.
[Abstract] [Full Text] [PDF]


Home page
J. Am. Med. Inform. Assoc.Home page
S. W. Tu, J. R. Campbell, J. Glasgow, M. A. Nyman, R. McClure, J. McClay, C. Parker, K. M. Hrabak, D. Berg, T. Weida, et al.
The SAGE Guideline Model: Achievements and Overview
J. Am. Med. Inform. Assoc., September 1, 2007; 14(5): 589 - 598.
[Abstract] [Full Text] [PDF]


Home page
J. Am. Med. Inform. Assoc.Home page
N. C. Hulse, R. A. Rocha, G. Del Fiol, R. L. Bradshaw, T. P. Hanna, and L. K. Roemer
KAT: A Flexible XML-based Knowledge Authoring Environment
J. Am. Med. Inform. Assoc., July 1, 2005; 12(4): 418 - 430.
[Abstract] [Full Text] [PDF]


Home page
J. Am. Med. Inform. Assoc.Home page
S. T. Rosenbloom, A. J. Geissbuhler, W. D. Dupont, D. A. Giuse, D. A. Talbert, W. M. Tierney, W. D. Plummer, W. W. Stead, and R. A. Miller
Effect of CPOE User Interface Design on User-Initiated Access to Educational and Patient Information during Clinical Care
J. Am. Med. Inform. Assoc., July 1, 2005; 12(4): 458 - 473.
[Abstract] [Full Text] [PDF]


Home page
Health Informatics JournalHome page
S. S. R. Abidi, M. Kershaw, and E. Milios
Augmenting GEM-encoded clinical practice guidelines with relevant best evidence autonomously retrieved from MEDLINE
Health Informatics Journal, June 1, 2005; 11(2): 95 - 110.
[Abstract] [PDF]


Home page
J. Am. Med. Inform. Assoc.Home page
R. N. Shiffman, G. Michel, A. Essaihi, and E. Thornquist
Bridging the Guideline Implementation Gap: A Systematic, Document-Centered Approach to Guideline Implementation
J. Am. Med. Inform. Assoc., September 1, 2004; 11(5): 418 - 426.
[Abstract] [Full Text] [PDF]


Home page
J. Am. Med. Inform. Assoc.Home page
L. R. Waitman and R. A. Miller
Pragmatics of Implementing Guidelines on the Front Lines
J. Am. Med. Inform. Assoc., September 1, 2004; 11(5): 436 - 438.
[Full Text] [PDF]


Home page
PediatricsHome page
American Academy of Family Physicians, American Academy of Otolaryngology-Head and Neck S, and American Academy of Pediatrics Subcommittee on Oti
Otitis Media With Effusion
Pediatrics, May 1, 2004; 113(5): 1412 - 1429.
[Abstract] [Full Text] [PDF]


Home page
ANN INTERN MEDHome page
R. N. Shiffman, P. Shekelle, J M. Overhage, J. Slutsky, J. Grimshaw, and A. M. Deshpande
Standardized Reporting of Clinical Practice Guidelines: A Proposal from the Conference on Guideline Standardization
Ann Intern Med, September 16, 2003; 139(6): 493 - 498.
[Abstract] [Full Text] [PDF]


Home page
J. Am. Med. Inform. Assoc.Home page
S. M. Maviglia, R. D. Zielstorff, M. Paterno, J. M. Teich, D. W. Bates, and G. J. Kuperman
Automating Complex Guidelines for Chronic Disease: Lessons Learned
J. Am. Med. Inform. Assoc., March 1, 2003; 10(2): 154 - 165.
[Abstract] [Full Text] [PDF]


Home page
J. Am. Med. Inform. Assoc.Home page
M. Peleg, S. Tu, J. Bury, P. Ciccarese, J. Fox, R. A. Greenes, R. Hall, P. D. Johnson, N. Jones, A. Kumar, et al.
Comparing Computer-interpretable Guideline Models: A Case-study Approach
J. Am. Med. Inform. Assoc., January 1, 2003; 10(1): 52 - 68.
[Abstract] [Full Text] [PDF]


Home page
Ann. N. Y. Acad. Sci.Home page
A. A.T. BUI, G. S. WEINGER, S. J. BARRETTA, J. D. N. DIONISIO, and H. KANGARLOO
An XML Gateway to Patient Data for Medical Research Applications
Ann. N.Y. Acad. Sci., December 1, 2002; 980(1): 236 - 246.
[Abstract] [Full Text] [PDF]




HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
Copyright © 2000 by the American Medical Informatics Association.