Literature DB >> 27689922

Yield of CT Pulmonary Angiography in the Emergency Department When Providers Override Evidence-based Clinical Decision Support.

Zihao Yan1, Ivan K Ip1, Ali S Raja1, Anurag Gupta1, Joshua M Kosowsky1, Ramin Khorasani1.   

Abstract

Purpose To determine the frequency of, and yield after, provider overrides of evidence-based clinical decision support (CDS) for ordering computed tomographic (CT) pulmonary angiography in the emergency department (ED). Materials and Methods This HIPAA-compliant, institutional review board-approved study was performed at a tertiary care, academic medical center ED with approximately 60 000 annual visits and included all patients who were suspected of having pulmonary embolism (PE) and who underwent CT pulmonary angiography between January 1, 2011, and August 31, 2013. The requirement to obtain informed consent was waived. Each CT order for pulmonary angiography was exposed to CDS on the basis of the Wells criteria. For patients with a Wells score of 4 or less, CDS alerts suggested d-dimer testing because acute PE is highly unlikely in these patients if d-dimer levels are normal. The yield of CT pulmonary angiography (number of positive PE diagnoses/total number of CT pulmonary angiographic examinations) was compared in patients in whom providers overrode CDS alerts (by performing CT pulmonary angiography in patients with a Wells score ≤4 and a normal d-dimer level or no d-dimer testing) (override group) and those in whom providers followed Wells criteria (CT pulmonary angiography only in patients with Wells score >4 or ≤4 with elevated d-dimer level) (adherent group). A validated natural language processing tool identified positive PE diagnoses, with subsegmental and/or indeterminate diagnoses removed by means of chart review. Statistical analysis was performed with the χ2 test, the Student t test, and logistic regression. Results Among 2993 CT pulmonary angiography studies in 2655 patients, 563 examinations had a Wells score of 4 or less but did not undergo d-dimer testing and 26 had a Wells score of 4 or less and had normal d-dimer levels. The yield of CT pulmonary angiography was 4.2% in the override group (25 of 589 studies, none with a normal d-dimer level) and 11.2% in the adherent group (270 of 2404 studies) (P < .001). After adjustment for the risk factor differences between the two groups, the odds of an acute PE finding were 51.3% lower when providers overrode alerts than when they followed CDS guidelines. Comparison of the two groups including only patients unlikely to have PE led to similar results. Conclusion The odds of an acute PE finding in the ED when providers adhered to evidence presented in CDS were nearly double those seen when providers overrode CDS alerts. Most overrides were due to the lack of d-dimer testing in patients unlikely to have PE. © RSNA, 2016.

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Year:  2016        PMID: 27689922      PMCID: PMC5330300          DOI: 10.1148/radiol.2016151985

Source DB:  PubMed          Journal:  Radiology        ISSN: 0033-8419            Impact factor:   11.105


  35 in total

1.  Effectiveness of clinical decision support in controlling inappropriate imaging.

Authors:  C Craig Blackmore; Robert S Mecklenburg; Gary S Kaplan
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2.  Increased emergency department computed tomography use for common chest symptoms without clear patient benefits.

Authors:  Andrew S Coco; David T O'Gurek
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3.  Effect of Evidence-based Clinical Decision Support on the Use and Yield of CT Pulmonary Angiographic Imaging in Hospitalized Patients.

Authors:  Ruth M Dunne; Ivan K Ip; Sarah Abbett; Esteban F Gershanik; Ali S Raja; Andetta Hunsaker; Ramin Khorasani
Journal:  Radiology       Date:  2015-02-13       Impact factor: 11.105

4.  Effect of computerized clinical decision support on the use and yield of CT pulmonary angiography in the emergency department.

Authors:  Ali S Raja; Ivan K Ip; Luciano M Prevedello; Aaron D Sodickson; Cameron Farkas; Richard D Zane; Richard Hanson; Samuel Z Goldhaber; Ritu R Gill; Ramin Khorasani
Journal:  Radiology       Date:  2011-12-20       Impact factor: 11.105

5.  Effects of Performance Feedback Reports on Adherence to Evidence-Based Guidelines in Use of CT for Evaluation of Pulmonary Embolism in the Emergency Department: A Randomized Trial.

Authors:  Ali S Raja; Ivan K Ip; Ruth M Dunne; Jeremiah D Schuur; Angela M Mills; Ramin Khorasani
Journal:  AJR Am J Roentgenol       Date:  2015-07-23       Impact factor: 3.959

Review 6.  Design of decision support interventions for medication prescribing.

Authors:  Jan Horsky; Shobha Phansalkar; Amrita Desai; Douglas Bell; Blackford Middleton
Journal:  Int J Med Inform       Date:  2013-03-13       Impact factor: 4.046

Review 7.  Toxicity of MRI and CT contrast agents.

Authors:  Kendra M Hasebroock; Natalie J Serkova
Journal:  Expert Opin Drug Metab Toxicol       Date:  2009-04       Impact factor: 4.481

8.  Radiology order entry with decision support: initial clinical experience.

Authors:  Daniel I Rosenthal; Jeffrey B Weilburg; Thomas Schultz; Janet C Miller; Victoria Nixon; Keith J Dreyer; James H Thrall
Journal:  J Am Coll Radiol       Date:  2006-10       Impact factor: 5.532

9.  The yield of CT pulmonary angiograms to exclude acute pulmonary embolism.

Authors:  Andreu F Costa; Hamed Basseri; Adnan Sheikh; Ian Stiell; Carole Dennie
Journal:  Emerg Radiol       Date:  2013-11-02

10.  Impact of provider-led, technology-enabled radiology management program on imaging.

Authors:  Ivan K Ip; Louise Schneider; Steven Seltzer; Allen Smith; Jessica Dudley; Andrew Menard; Ramin Khorasani
Journal:  Am J Med       Date:  2013-06-17       Impact factor: 4.965

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1.  CT Pulmonary Angiography in Young Women.

Authors:  Paul D Stein; Fadi Matta; Kate E Hughes; Mary J Hughes
Journal:  Clin Appl Thromb Hemost       Date:  2017-05-08       Impact factor: 2.389

2.  Serial use of existing clinical decisions aids can reduce computed tomography pulmonary angiography for pulmonary embolism.

Authors:  Robert Russell Ehrman; Adrienne Nicole Malik; Reid Kenneth Smith; Zeid Kalarikkal; Andrew Huang; Ryan Michael King; Rubin David Green; Brian James O'Neil; Robert Leigh Sherwin
Journal:  Intern Emerg Med       Date:  2021-03-20       Impact factor: 3.397

3.  Scope and Influence of Electronic Health Record-Integrated Clinical Decision Support in the Emergency Department: A Systematic Review.

Authors:  Brian W Patterson; Michael S Pulia; Shashank Ravi; Peter L T Hoonakker; Ann Schoofs Hundt; Douglas Wiegmann; Emily J Wirkus; Stephen Johnson; Pascale Carayon
Journal:  Ann Emerg Med       Date:  2019-01-03       Impact factor: 5.721

4.  The Design of PE Dx, a CDS to Support Pulmonary Embolism Diagnosis in the ED.

Authors:  Peter L T Hoonakker; Pascale Carayon; Megan E Salwei; Ann S Hundt; Douglas Wiegmann; Peter Kleinschmidt; Michael S Pulia; Yudi Wang; Clair Novak; Brian W Patterson
Journal:  Stud Health Technol Inform       Date:  2019-08-09

Review 5.  Overview of Noninterpretive Artificial Intelligence Models for Safety, Quality, Workflow, and Education Applications in Radiology Practice.

Authors:  Yasasvi Tadavarthi; Valeria Makeeva; William Wagstaff; Henry Zhan; Anna Podlasek; Neil Bhatia; Marta Heilbrun; Elizabeth Krupinski; Nabile Safdar; Imon Banerjee; Judy Gichoya; Hari Trivedi
Journal:  Radiol Artif Intell       Date:  2022-02-02

6.  Provider Perspectives on the Use of Evidence-based Risk Stratification Tools in the Evaluation of Pulmonary Embolism: A Qualitative Study.

Authors:  Lauren M Westafer; Ashley Kunz; Patrycja Bugajska; Amber Hughes; Kathleen M Mazor; Elizabeth M Schoenfeld; Mihaela S Stefan; Peter K Lindenauer
Journal:  Acad Emerg Med       Date:  2020-03-27       Impact factor: 3.451

7.  Higher Imaging Yield When Clinical Decision Support Is Used.

Authors:  Safiya Richardson; Stuart Cohen; Sundas Khan; Meng Zhang; Guang Qiu; Michael I Oppenheim; Thomas McGinn
Journal:  J Am Coll Radiol       Date:  2019-12-30       Impact factor: 5.532

8.  Automated Pulmonary Embolism Risk Classification and Guideline Adherence for Computed Tomography Pulmonary Angiography Ordering.

Authors:  Christian A Koziatek; Emma Simon; Leora I Horwitz; Danil V Makarov; Silas W Smith; Simon Jones; Soterios Gyftopoulos; Jordan L Swartz
Journal:  Acad Emerg Med       Date:  2018-05-25       Impact factor: 3.451

9.  A Computerized Method for Measuring Computed Tomography Pulmonary Angiography Yield in the Emergency Department: Validation Study.

Authors:  Safiya Richardson; Philip Solomon; Alexander O'Connell; Sundas Khan; Jonathan Gong; Alex Makhnevich; Guang Qiu; Meng Zhang; Thomas McGinn
Journal:  JMIR Med Inform       Date:  2018-10-25

10.  Electronic pulmonary embolism clinical decision support and effect on yield of computerized tomographic pulmonary angiography: ePE-A pragmatic prospective cohort study.

Authors:  Joseph R Bledsoe; Christopher Kelly; Scott M Stevens; Scott C Woller; Peter Haug; James F Lloyd; Todd L Allen; Allison M Butler; Jason R Jacobs; C Gregory Elliott
Journal:  J Am Coll Emerg Physicians Open       Date:  2021-07-03
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