Literature DB >> 28339692

Decrease in unnecessary vitamin D testing using clinical decision support tools: making it harder to do the wrong thing.

Andrew H Felcher1, Rachel Gold2, David M Mosen2, Ashley B Stoneburner2.   

Abstract

OBJECTIVE: To evaluate the impact of clinical decision support (CDS) tools on rates of vitamin D testing. Screening for vitamin D deficiency has increased in recent years, spurred by studies suggesting vitamin D's clinical benefits. Such screening, however, is often unsupported by evidence and can incur unnecessary costs.
MATERIALS AND METHODS: We evaluated how rates of vitamin D screening changed after we implemented 3 CDS tools in the electronic health record (EHR) of a large health plan: (1) a new vitamin D screening guideline, (2) an alert that requires clinician acknowledgement of current guidelines to continue ordering the test (a "hard stop"), and (3) a modification of laboratory ordering preference lists that eliminates shortcuts. We assessed rates of overall vitamin D screening and appropriate vitamin D screening 6 months pre- and post-intervention.
RESULTS: Vitamin D screening rates decreased from 74.0 tests to 24.2 tests per 1000 members ( P  < .0001). The proportion of appropriate vitamin D screening tests increased from 56.2% to 69.7% ( P  < .0001), and the proportion of inappropriate screening tests decreased from 43.8% pre-implementation to 30.3% post-implementation ( P  < .0001). DISCUSSION: To our knowledge, this is the first demonstration of how CDS can reduce rates of inappropriate vitamin D screening. We used 3 straightforward, inexpensive, and replicable CDS approaches. We know of no previous research on the impact of removing options from a preference list.
CONCLUSION: Similar approaches could be used to reduce unnecessary care and decrease costs without reducing quality of care.
© The Author 2017. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For Permissions, please email: journals.permissions@oup.com

Entities:  

Keywords:  clinical decision support; ordering preference list; vitamin D screening

Mesh:

Substances:

Year:  2017        PMID: 28339692      PMCID: PMC7651907          DOI: 10.1093/jamia/ocw182

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


  27 in total

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2.  Screening for vitamin D deficiency in adults: U.S. Preventive Services Task Force recommendation statement.

Authors:  Michael L LeFevre
Journal:  Ann Intern Med       Date:  2015-01-20       Impact factor: 25.391

Review 3.  Vitamin D deficiency in adults: when to test and how to treat.

Authors:  Kurt A Kennel; Matthew T Drake; Daniel L Hurley
Journal:  Mayo Clin Proc       Date:  2010-08       Impact factor: 7.616

Review 4.  Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success.

Authors:  Kensaku Kawamoto; Caitlin A Houlihan; E Andrew Balas; David F Lobach
Journal:  BMJ       Date:  2005-03-14

5.  Identifying best practices for clinical decision support and knowledge management in the field.

Authors:  Joan S Ash; Dean F Sittig; Richard Dykstra; Adam Wright; Carmit McMullen; Joshua Richardson; Blackford Middleton
Journal:  Stud Health Technol Inform       Date:  2010

Review 6.  Effect of clinical decision-support systems: a systematic review.

Authors:  Tiffani J Bright; Anthony Wong; Ravi Dhurjati; Erin Bristow; Lori Bastian; Remy R Coeytaux; Gregory Samsa; Vic Hasselblad; John W Williams; Michael D Musty; Liz Wing; Amy S Kendrick; Gillian D Sanders; David Lobach
Journal:  Ann Intern Med       Date:  2012-07-03       Impact factor: 25.391

7.  Surge in US outpatient vitamin D deficiency diagnoses: National Ambulatory Medical Care Survey analysis.

Authors:  Karen E Huang; Brandy-Joe Milliron; Scott A Davis; Steven R Feldman
Journal:  South Med J       Date:  2014-04       Impact factor: 0.954

Review 8.  Vitamin D supplementation in early childhood and risk of type 1 diabetes: a systematic review and meta-analysis.

Authors:  C S Zipitis; A K Akobeng
Journal:  Arch Dis Child       Date:  2008-03-13       Impact factor: 3.791

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Authors:  Thomas J Wang; Michael J Pencina; Sarah L Booth; Paul F Jacques; Erik Ingelsson; Katherine Lanier; Emelia J Benjamin; Ralph B D'Agostino; Myles Wolf; Ramachandran S Vasan
Journal:  Circulation       Date:  2008-01-07       Impact factor: 29.690

Review 10.  Prevention of nonvertebral fractures with oral vitamin D and dose dependency: a meta-analysis of randomized controlled trials.

Authors:  Heike A Bischoff-Ferrari; Walter C Willett; John B Wong; Andreas E Stuck; Hannes B Staehelin; E John Orav; Anna Thoma; Douglas P Kiel; Jana Henschkowski
Journal:  Arch Intern Med       Date:  2009-03-23
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  18 in total

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Journal:  J Gen Intern Med       Date:  2019-09       Impact factor: 5.128

2.  Efficacy and unintended consequences of hard-stop alerts in electronic health record systems: a systematic review.

Authors:  Emily M Powers; Richard N Shiffman; Edward R Melnick; Andrew Hickner; Mona Sharifi
Journal:  J Am Med Inform Assoc       Date:  2018-11-01       Impact factor: 4.497

3.  Is the Climb Worth the View? The Savings/Alert Ratio for Reducing Vitamin D Testing.

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5.  The Impact of Choosing Wisely Interventions on Low-Value Medical Services: A Systematic Review.

Authors:  Betsy Q Cliff; Anton L V Avanceña; Richard A Hirth; Shoou-Yih Daniel Lee
Journal:  Milbank Q       Date:  2021-08-17       Impact factor: 4.911

6.  Comparison of Payment Changes and Choosing Wisely Recommendations for Use of Low-Value Laboratory Tests in the United States and Canada.

Authors:  James Henderson; Zachary Bouck; Rob Holleman; Cherry Chu; Mandi L Klamerus; Robin Santiago; R Sacha Bhatia; Eve A Kerr
Journal:  JAMA Intern Med       Date:  2020-04-01       Impact factor: 21.873

7.  Effect of default order set settings on telemetry ordering.

Authors:  David Rubins; Robert Boxer; Adam Landman; Adam Wright
Journal:  J Am Med Inform Assoc       Date:  2019-12-01       Impact factor: 4.497

Review 8.  Clinical Management of Low Vitamin D: A Scoping Review of Physicians' Practices.

Authors:  Michelle Rockwell; Vivica Kraak; Matthew Hulver; John Epling
Journal:  Nutrients       Date:  2018-04-16       Impact factor: 5.717

Review 9.  Economic impact of clinical decision support interventions based on electronic health records.

Authors:  Daniel Lewkowicz; Attila Wohlbrandt; Erwin Boettinger
Journal:  BMC Health Serv Res       Date:  2020-09-15       Impact factor: 2.655

10.  Temporal trends in use of tests in UK primary care, 2000-15: retrospective analysis of 250 million tests.

Authors:  Jack W O'Sullivan; Sarah Stevens; F D Richard Hobbs; Chris Salisbury; Paul Little; Ben Goldacre; Clare Bankhead; Jeffrey K Aronson; Rafael Perera; Carl Heneghan
Journal:  BMJ       Date:  2018-11-28
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