Literature DB >> 23828174

A highly scalable, interoperable clinical decision support service.

Howard S Goldberg1, Marilyn D Paterno, Beatriz H Rocha, Molly Schaeffer, Adam Wright, Jessica L Erickson, Blackford Middleton.   

Abstract

OBJECTIVE: To create a clinical decision support (CDS) system that is shareable across healthcare delivery systems and settings over large geographic regions.
MATERIALS AND METHODS: The enterprise clinical rules service (ECRS) realizes nine design principles through a series of enterprise java beans and leverages off-the-shelf rules management systems in order to provide consistent, maintainable, and scalable decision support in a variety of settings.
RESULTS: The ECRS is deployed at Partners HealthCare System (PHS) and is in use for a series of trials by members of the CDS consortium, including internally developed systems at PHS, the Regenstrief Institute, and vendor-based systems deployed at locations in Oregon and New Jersey. Performance measures indicate that the ECRS provides sub-second response time when measured apart from services required to retrieve data and assemble the continuity of care document used as input. DISCUSSION: We consider related work, design decisions, comparisons with emerging national standards, and discuss uses and limitations of the ECRS.
CONCLUSIONS: ECRS design, implementation, and use in CDS consortium trials indicate that it provides the flexibility and modularity needed for broad use and performs adequately. Future work will investigate additional CDS patterns, alternative methods of data passing, and further optimizations in ECRS performance.

Keywords:  clinical decision support; implementation; interoperability; service-oriented architecture; standards

Mesh:

Year:  2013        PMID: 23828174      PMCID: PMC3957399          DOI: 10.1136/amiajnl-2013-001990

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  23 in total

1.  Comparative impact of guidelines, clinical data, and decision support on prescribing decisions: an interactive web experiment with simulated cases.

Authors:  Vitali Sintchenko; Enrico Coiera; Jonathan R Iredell; Gwendolyn L Gilbert
Journal:  J Am Med Inform Assoc       Date:  2003-10-05       Impact factor: 4.497

2.  GELLO: an object-oriented query and expression language for clinical decision support.

Authors:  Margarita Sordo; Omolola Ogunyemi; Aziz A Boxwala; Robert A Greenes
Journal:  AMIA Annu Symp Proc       Date:  2003

Review 3.  Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: a systematic review.

Authors:  Amit X Garg; Neill K J Adhikari; Heather McDonald; M Patricia Rosas-Arellano; P J Devereaux; Joseph Beyene; Justina Sam; R Brian Haynes
Journal:  JAMA       Date:  2005-03-09       Impact factor: 56.272

4.  The 100 most wired 2005: the quality connection.

Authors:  Alden Solovy
Journal:  Hosp Health Netw       Date:  2005-07

5.  Detecting alerts, notifying the physician, and offering action items: a comprehensive alerting system.

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6.  Reducing the frequency of errors in medicine using information technology.

Authors:  D W Bates; M Cohen; L L Leape; J M Overhage; M M Shabot; T Sheridan
Journal:  J Am Med Inform Assoc       Date:  2001 Jul-Aug       Impact factor: 4.497

7.  Representing hospital events as complex conditionals.

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8.  A pilot study of distributed knowledge management and clinical decision support in the cloud.

Authors:  Brian E Dixon; Linas Simonaitis; Howard S Goldberg; Marilyn D Paterno; Molly Schaeffer; Tonya Hongsermeier; Adam Wright; Blackford Middleton
Journal:  Artif Intell Med       Date:  2013-03-30       Impact factor: 5.326

9.  Automating complex guidelines for chronic disease: lessons learned.

Authors:  Saverio M Maviglia; Rita D Zielstorff; Marilyn Paterno; Jonathan M Teich; David W Bates; Gilad J Kuperman
Journal:  J Am Med Inform Assoc       Date:  2003 Mar-Apr       Impact factor: 4.497

10.  Design of an easy-to-use physician order entry system with support for nursing and ancillary departments.

Authors:  J M Teich; J F Hurley; R F Beckley; M Aranow
Journal:  Proc Annu Symp Comput Appl Med Care       Date:  1992
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  14 in total

1.  Clinical Decision Support for a Multicenter Trial of Pediatric Head Trauma: Development, Implementation, and Lessons Learned.

Authors:  Eric Tham; Marguerite Swietlik; Sara Deakyne; Jeffrey M Hoffman; Robert W Grundmeier; Marilyn D Paterno; Beatriz H Rocha; Molly H Schaeffer; Deepika Pabbathi; Evaline Alessandrini; Dustin Ballard; Howard S Goldberg; Nathan Kuppermann; Peter S Dayan
Journal:  Appl Clin Inform       Date:  2016-06-15       Impact factor: 2.342

2.  DCDS: A Real-time Data Capture and Personalized Decision Support System for Heart Failure Patients in Skilled Nursing Facilities.

Authors:  Wei Zhu; Lingyun Luo; Tarun Jain; Rebecca S Boxer; Licong Cui; Guo-Qiang Zhang
Journal:  AMIA Annu Symp Proc       Date:  2017-02-10

3.  Screening Consolidated Clinical Document Architecture (CCDA) Documents for Sensitive Data Using a Rule-Based Decision Support System.

Authors:  Beatriz H Rocha; Deepika Pabbathi; Molly Schaeffer; Howard S Goldberg
Journal:  Appl Clin Inform       Date:  2017-02-08       Impact factor: 2.342

Review 4.  Clinical Decision Support: a 25 Year Retrospective and a 25 Year Vision.

Authors:  B Middleton; D F Sittig; A Wright
Journal:  Yearb Med Inform       Date:  2016-08-02

5.  Factors Underlying Quality Problems with Alcohol Screening Prompted by a Clinical Reminder in Primary Care: A Multi-site Qualitative Study.

Authors:  Emily C Williams; Carol E Achtmeyer; Rachel M Thomas; Joel R Grossbard; Gwen T Lapham; Laura J Chavez; Evette J Ludman; Douglas Berger; Katharine A Bradley
Journal:  J Gen Intern Med       Date:  2015-03-03       Impact factor: 5.128

6.  Taking advantage of continuity of care documents to populate a research repository.

Authors:  Jeffrey G Klann; Michael Mendis; Lori C Phillips; Alyssa P Goodson; Beatriz H Rocha; Howard S Goldberg; Nich Wattanasin; Shawn N Murphy
Journal:  J Am Med Inform Assoc       Date:  2014-10-28       Impact factor: 4.497

7.  GARDE: a standards-based clinical decision support platform for identifying population health management cohorts.

Authors:  Richard L Bradshaw; Kensaku Kawamoto; Kimberly A Kaphingst; Wendy K Kohlmann; Rachel Hess; Michael C Flynn; Claude J Nanjo; Phillip B Warner; Jianlin Shi; Keaton Morgan; Kadyn Kimball; Pallavi Ranade-Kharkar; Ophira Ginsburg; Melody Goodman; Rachelle Chambers; Devin Mann; Scott P Narus; Javier Gonzalez; Shane Loomis; Priscilla Chan; Rachel Monahan; Emerson P Borsato; David E Shields; Douglas K Martin; Cecilia M Kessler; Guilherme Del Fiol
Journal:  J Am Med Inform Assoc       Date:  2022-04-13       Impact factor: 4.497

8.  A Multistep Maturity Model for the Implementation of Electronic and Computable Diagnostic Clinical Prediction Rules (eCPRs).

Authors:  Derek Corrigan; Ronan McDonnell; Atieh Zarabzadeh; Tom Fahey
Journal:  EGEMS (Wash DC)       Date:  2015-07-07

9.  Multiple perspectives on clinical decision support: a qualitative study of fifteen clinical and vendor organizations.

Authors:  Joan S Ash; Dean F Sittig; Carmit K McMullen; Adam Wright; Arwen Bunce; Vishnu Mohan; Deborah J Cohen; Blackford Middleton
Journal:  BMC Med Inform Decis Mak       Date:  2015-04-24       Impact factor: 2.796

10.  Clinical Decision Support for Immunizations (CDSi): A Comprehensive, Collaborative Strategy.

Authors:  Noam H Arzt
Journal:  Biomed Inform Insights       Date:  2016-10-19
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