Literature DB >> 18029232

Grand challenges in clinical decision support.

Dean F Sittig1, Adam Wright, Jerome A Osheroff, Blackford Middleton, Jonathan M Teich, Joan S Ash, Emily Campbell, David W Bates.   

Abstract

There is a pressing need for high-quality, effective means of designing, developing, presenting, implementing, evaluating, and maintaining all types of clinical decision support capabilities for clinicians, patients and consumers. Using an iterative, consensus-building process we identified a rank-ordered list of the top 10 grand challenges in clinical decision support. This list was created to educate and inspire researchers, developers, funders, and policy-makers. The list of challenges in order of importance that they be solved if patients and organizations are to begin realizing the fullest benefits possible of these systems consists of: improve the human-computer interface; disseminate best practices in CDS design, development, and implementation; summarize patient-level information; prioritize and filter recommendations to the user; create an architecture for sharing executable CDS modules and services; combine recommendations for patients with co-morbidities; prioritize CDS content development and implementation; create internet-accessible clinical decision support repositories; use freetext information to drive clinical decision support; mine large clinical databases to create new CDS. Identification of solutions to these challenges is critical if clinical decision support is to achieve its potential and improve the quality, safety and efficiency of healthcare.

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Year:  2007        PMID: 18029232      PMCID: PMC2660274          DOI: 10.1016/j.jbi.2007.09.003

Source DB:  PubMed          Journal:  J Biomed Inform        ISSN: 1532-0464            Impact factor:   6.317


  19 in total

1.  Using clinical guidelines designed for older adults with diabetes mellitus and complex health status.

Authors:  Samuel C Durso
Journal:  JAMA       Date:  2006-04-26       Impact factor: 56.272

2.  Ten commandments for effective clinical decision support: making the practice of evidence-based medicine a reality.

Authors:  David W Bates; Gilad J Kuperman; Samuel Wang; Tejal Gandhi; Anne Kittler; Lynn Volk; Cynthia Spurr; Ramin Khorasani; Milenko Tanasijevic; Blackford Middleton
Journal:  J Am Med Inform Assoc       Date:  2003-08-04       Impact factor: 4.497

3.  The anatomy of decision support during inpatient care provider order entry (CPOE): empirical observations from a decade of CPOE experience at Vanderbilt.

Authors:  Randolph A Miller; Lemuel R Waitman; Sutin Chen; S Trent Rosenbloom
Journal:  J Biomed Inform       Date:  2005-10-21       Impact factor: 6.317

4.  Informatics challenges for the impending patient information explosion.

Authors:  Eta S Berner; Jacqueline Moss
Journal:  J Am Med Inform Assoc       Date:  2005-07-27       Impact factor: 4.497

Review 5.  Embracing the complexity of genomic data for personalized medicine.

Authors:  Mike West; Geoffrey S Ginsburg; Andrew T Huang; Joseph R Nevins
Journal:  Genome Res       Date:  2006-05       Impact factor: 9.043

6.  Clinical practice guidelines and quality of care for older patients with multiple comorbid diseases: implications for pay for performance.

Authors:  Cynthia M Boyd; Jonathan Darer; Chad Boult; Linda P Fried; Lisa Boult; Albert W Wu
Journal:  JAMA       Date:  2005-08-10       Impact factor: 56.272

7.  Grand challenges in medical informatics?

Authors:  D F Sittig
Journal:  J Am Med Inform Assoc       Date:  1994 Sep-Oct       Impact factor: 4.497

8.  Using a computerized sign-out program to improve continuity of inpatient care and prevent adverse events.

Authors:  L A Petersen; E J Orav; J M Teich; A C O'Neil; T A Brennan
Journal:  Jt Comm J Qual Improv       Date:  1998-02

9.  Physicians' decisions to override computerized drug alerts in primary care.

Authors:  Saul N Weingart; Maria Toth; Daniel Z Sands; Mark D Aronson; Roger B Davis; Russell S Phillips
Journal:  Arch Intern Med       Date:  2003-11-24

10.  Inpatient computer-based standing orders vs physician reminders to increase influenza and pneumococcal vaccination rates: a randomized trial.

Authors:  Paul R Dexter; Susan M Perkins; Kati S Maharry; Kathy Jones; Clement J McDonald
Journal:  JAMA       Date:  2004-11-17       Impact factor: 56.272

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  176 in total

1.  Modeling nurses' acceptance of bar coded medication administration technology at a pediatric hospital.

Authors:  Richard J Holden; Roger L Brown; Matthew C Scanlon; Ben-Tzion Karsh
Journal:  J Am Med Inform Assoc       Date:  2012-06-03       Impact factor: 4.497

2.  Assessing the motivation of MDs to use computer-based support at the point-of-care in the Emergency Department.

Authors:  Dympna M O'Sullivan; Julie S Doyle; Wojtek J Michalowski; Szymon A Wilk; Ken J Farion; Craig E Kuziemsky
Journal:  AMIA Annu Symp Proc       Date:  2011-10-22

3.  Clinical decision support: progress and opportunities.

Authors:  Jason A Lyman; Wendy F Cohn; Meryl Bloomrosen; Don E Detmer
Journal:  J Am Med Inform Assoc       Date:  2010 Sep-Oct       Impact factor: 4.497

4.  Implementing an integrative multi-agent clinical decision support system with open source software.

Authors:  Jelber Sayyad Shirabad; Szymon Wilk; Wojtek Michalowski; Ken Farion
Journal:  J Med Syst       Date:  2010-03-18       Impact factor: 4.460

5.  Participatory approach to the development of a knowledge base for problem-solving in diabetes self-management.

Authors:  Heather J Cole-Lewis; Arlene M Smaldone; Patricia R Davidson; Rita Kukafka; Jonathan N Tobin; Andrea Cassells; Elizabeth D Mynatt; George Hripcsak; Lena Mamykina
Journal:  Int J Med Inform       Date:  2015-08-08       Impact factor: 4.046

6.  DYNAMICALLY EVOLVING CLINICAL PRACTICES AND IMPLICATIONS FOR PREDICTING MEDICAL DECISIONS.

Authors:  Jonathan H Chen; Mary K Goldstein; Steven M Asch; Russ B Altman
Journal:  Pac Symp Biocomput       Date:  2016

7.  Primary Care Physician Designation and Response to Clinical Decision Support Reminders: A Cross-Sectional Study.

Authors:  Jeffrey M Weinfeld; Paul N Gorman
Journal:  Appl Clin Inform       Date:  2016-04-27       Impact factor: 2.342

8.  Developing and evaluating a machine learning based algorithm to predict the need of pediatric intensive care unit transfer for newly hospitalized children.

Authors:  Haijun Zhai; Patrick Brady; Qi Li; Todd Lingren; Yizhao Ni; Derek S Wheeler; Imre Solti
Journal:  Resuscitation       Date:  2014-05-09       Impact factor: 5.262

Review 9.  Outpatient diabetes clinical decision support: current status and future directions.

Authors:  P J O'Connor; J M Sperl-Hillen; C J Fazio; B M Averbeck; B H Rank; K L Margolis
Journal:  Diabet Med       Date:  2016-06       Impact factor: 4.359

10.  Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences.

Authors:  Martin Michalowski; Szymon Wilk; Daniela Rosu; Mounira Kezadri; Wojtek Michalowski; Marc Carrier
Journal:  AMIA Annu Symp Proc       Date:  2015-11-05
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