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Published in: Cardiovascular Ultrasound 1/2015

Open Access 01-12-2015 | Research

Impact of a structured referral algorithm on the ability to monitor adherence to appropriate use criteria for transthoracic echocardiography

Authors: Steven Promislow, Joseph G. Abunassar, Behnam Banihashemi, Benjamin J. Chow, Girish Dwivedi, Kasra Maftoon, Ian G. Burwash

Published in: Cardiovascular Ultrasound | Issue 1/2015

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Abstract

Background

Many free-form-text referral requisitions for transthoracic echocardiography (TTE) provide insufficient information to adequately evaluate their adherence to Appropriate Use Criteria (AUC). We developed a structured referral requisition algorithm based on requisition deficiencies identified retrospectively in a derivation cohort of 1303 TTE referrals and evaluated the performance of the algorithm in a consecutive series of cardiology outpatient referrals.

Methods

The validation cohort comprised 286 consecutive TTE outpatient cardiology referrals over a 2-week period. The relevant AUC indication was identified from information extracted from the free-form-text requisition. The structured referral algorithm was applied prospectively to the same cohort using information from the free-form-text requisition, electronic medical record and ordering clinicians. Referrals were classified as appropriate, uncertain, non-adherent (inappropriate) or unclassifiable based on the American College of Cardiology Foundation 2011 AUC.

Results

Only 28.7 % of free-form-text requisitions provided adequate information to identify the relevant AUC indication, as compared to 94.4 % of referrals using the structured referral algorithm (p < 0.001). The structured algorithm improved identification in the AUC categories of general evaluation of cardiac structure/function (100 % vs. 43.0 %, p < 0.001); valvular function (100 % vs. 23.0 %, p < 0.001); hypertension, heart failure or cardiomyopathy (100 % vs. 20.3 %, p < 0.001); and adult congenital heart disease (100 % vs. 0 %, p < 0.001). By applying the algorithm, the number of identifiable non-adherent studies increased from 2.6 to 10.4 % (p <0.001).

Conclusions

Use of a structured TTE referral algorithm, as opposed to a free-form-text requisition, allowed the vast majority of referrals to be monitored for AUC adherence and facilitated the identification of potentially inappropriate referrals.
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Literature
4.
go back to reference Virnig BA, Shippee ND, O'Donnell B, Zeglin J, Parashuram S. Trends in the Use of Echocardiography, 2007 to 2011. Echocardiography Trends. Data Points #20 (prepared by the University of Minnesota DEcIDE Center, under Contract No. HHSA290201000131). Rockville: Agency for Healthcare Research and Quality; 2014. AHRQ Publication No. 14-EHC034-EF. Virnig BA, Shippee ND, O'Donnell B, Zeglin J, Parashuram S. Trends in the Use of Echocardiography, 2007 to 2011. Echocardiography Trends. Data Points #20 (prepared by the University of Minnesota DEcIDE Center, under Contract No. HHSA290201000131). Rockville: Agency for Healthcare Research and Quality; 2014. AHRQ Publication No. 14-EHC034-EF.
6.
go back to reference Douglas PS, Garcia MJ, Haines DE, et al. ACCF/ASE/AHA/ASNC/HFSA/HRS/SCAI/SCCM/SCCT/SCMR 2011 Appropriate Use Criteria for Echocardiography. A Report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, American Society of Echocardiography, American Heart Association, American Society of Nuclear Cardiology, Heart Failure Society of America, Heart Rhythm Society, Society for Cardiovascular Angiography and Interventions, Society of Critical Care Medicine, Society of Cardiovascular Computed Tomography, Society for Cardiovascular Magnetic Resonance American College of Chest Physicians. J Am Soc Echocardiogr. 2011;24:229–67. doi:10.1016/j.echo.2010.12.008.CrossRefPubMed Douglas PS, Garcia MJ, Haines DE, et al. ACCF/ASE/AHA/ASNC/HFSA/HRS/SCAI/SCCM/SCCT/SCMR 2011 Appropriate Use Criteria for Echocardiography. A Report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, American Society of Echocardiography, American Heart Association, American Society of Nuclear Cardiology, Heart Failure Society of America, Heart Rhythm Society, Society for Cardiovascular Angiography and Interventions, Society of Critical Care Medicine, Society of Cardiovascular Computed Tomography, Society for Cardiovascular Magnetic Resonance American College of Chest Physicians. J Am Soc Echocardiogr. 2011;24:229–67. doi:10.​1016/​j.​echo.​2010.​12.​008.CrossRefPubMed
7.
go back to reference Taylor AJ, Cerqueira M, Hodgson JM, et al. ACCF/SCCT/ACR/AHA/ASE/ASNC/NASCI/SCAI/SCMR 2010 Appropriate use criteria for cardiac computed tomography: a report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, the Society of Cardiovascular Computed Tomography, the American College of Radiology, the American Heart Association, the American Society of Echocardiography, the American Society of Nuclear Cardiology, the North American Society for Cardiovascular Imaging, the Society for Cardiovascular Angiography and Interventions, and the Society for Cardiovascular Magnetic Resonance. J Am Coll Cardiol. 2010;56:1864–94. doi:10.1016/j.jacc.2010.07.005.CrossRefPubMed Taylor AJ, Cerqueira M, Hodgson JM, et al. ACCF/SCCT/ACR/AHA/ASE/ASNC/NASCI/SCAI/SCMR 2010 Appropriate use criteria for cardiac computed tomography: a report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, the Society of Cardiovascular Computed Tomography, the American College of Radiology, the American Heart Association, the American Society of Echocardiography, the American Society of Nuclear Cardiology, the North American Society for Cardiovascular Imaging, the Society for Cardiovascular Angiography and Interventions, and the Society for Cardiovascular Magnetic Resonance. J Am Coll Cardiol. 2010;56:1864–94. doi:10.​1016/​j.​jacc.​2010.​07.​005.CrossRefPubMed
8.
go back to reference Wolk MJ, Bailey SR, Doherty JU, et al. ACCF/AHA/ASE/ASNC/HFSA/HRS/SCAI/SCCT/SCMR/STS 2013 Multimodality appropriate use criteria for the detection and risk assessment of stable ischemic heart disease: a report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, American Heart Association, American Society of Echocardiography, American Society of Nuclear Cardiology, Heart Failure Society of America, Heart Rhythm Society, Society for Cardiovascular Angiography and Interventions, Society of Cardiovascular Computed Tomography, Society for Cardiovascular Magnetic Resonance, and Society of Thoracic Surgeons. J Am Coll Cardiol. 2014;63:380–406. doi:10.1016/j.jacc.2013.11.009.CrossRefPubMed Wolk MJ, Bailey SR, Doherty JU, et al. ACCF/AHA/ASE/ASNC/HFSA/HRS/SCAI/SCCT/SCMR/STS 2013 Multimodality appropriate use criteria for the detection and risk assessment of stable ischemic heart disease: a report of the American College of Cardiology Foundation Appropriate Use Criteria Task Force, American Heart Association, American Society of Echocardiography, American Society of Nuclear Cardiology, Heart Failure Society of America, Heart Rhythm Society, Society for Cardiovascular Angiography and Interventions, Society of Cardiovascular Computed Tomography, Society for Cardiovascular Magnetic Resonance, and Society of Thoracic Surgeons. J Am Coll Cardiol. 2014;63:380–406. doi:10.​1016/​j.​jacc.​2013.​11.​009.CrossRefPubMed
9.
go back to reference Douglas PS, Khandheria B, Stainback RF, et al. ACCF/ASE/ACEP/ASNC/SCAI/SCCT/SCMR 2007 Appropriateness criteria for transthoracic and transesophageal echocardiography: a report of the American College of Cardiology Foundation Quality Strategic Directions Committee Appropriateness Criteria working group, American Society of Echocardiography, American College of Emergency Physicians, American Society of Nuclear Cardiology, Society for Cardiovascular Angiography and Interventions, Society of Cardiovascular Computed Tomography, and the Society for Cardiovascular Magnetic Resonance endorsed by the American College of Chest Physicians and the Society of Critical Care Medicine. J Am Soc Echocardiogr. 2007;20:787–805.CrossRefPubMed Douglas PS, Khandheria B, Stainback RF, et al. ACCF/ASE/ACEP/ASNC/SCAI/SCCT/SCMR 2007 Appropriateness criteria for transthoracic and transesophageal echocardiography: a report of the American College of Cardiology Foundation Quality Strategic Directions Committee Appropriateness Criteria working group, American Society of Echocardiography, American College of Emergency Physicians, American Society of Nuclear Cardiology, Society for Cardiovascular Angiography and Interventions, Society of Cardiovascular Computed Tomography, and the Society for Cardiovascular Magnetic Resonance endorsed by the American College of Chest Physicians and the Society of Critical Care Medicine. J Am Soc Echocardiogr. 2007;20:787–805.CrossRefPubMed
11.
go back to reference Levin DC, Rao VM, Parker L, Frangos AJ, Sunshine JH. Bending the curve: the recent marked slowdown in growth of noninvasive diagnostic imaging. Am J Roentgenol. 2011;196:W25–9. doi:10.2214/AJR.10.4835.CrossRef Levin DC, Rao VM, Parker L, Frangos AJ, Sunshine JH. Bending the curve: the recent marked slowdown in growth of noninvasive diagnostic imaging. Am J Roentgenol. 2011;196:W25–9. doi:10.​2214/​AJR.​10.​4835.CrossRef
12.
go back to reference Institute of Medicine. Best Care at lower cost: the path to continuously learning health care in America. Washington: The National Academies Press; 2013. doi:10.17226/13444. Institute of Medicine. Best Care at lower cost: the path to continuously learning health care in America. Washington: The National Academies Press; 2013. doi:10.​17226/​13444.
13.
go back to reference Alqarqaz M, Koneru J, Mahan M, et al. Applicability, limitations and downstream impact of echocardiography utilization based on the appropriateness use criteria for transthoracic and transesophageal echocardiography. Int J Cardiovasc Imaging. 2012;28:1951–8. doi:10.1007/s10554-012-0008-6.CrossRefPubMed Alqarqaz M, Koneru J, Mahan M, et al. Applicability, limitations and downstream impact of echocardiography utilization based on the appropriateness use criteria for transthoracic and transesophageal echocardiography. Int J Cardiovasc Imaging. 2012;28:1951–8. doi:10.​1007/​s10554-012-0008-6.CrossRefPubMed
14.
15.
go back to reference Ward RP, Mansour IN, Lemieux N, Gera N, Mehta R, Lang RM. Prospective evaluation of the clinical application of the American College of Cardiology Foundation/American Society of Echocardiography Appropriateness Criteria for transthoracic echocardiography. JACC Cardiovasc Imaging. 2008;1:663–71. doi:10.1016/j.jcmg.2008.07.004.CrossRefPubMed Ward RP, Mansour IN, Lemieux N, Gera N, Mehta R, Lang RM. Prospective evaluation of the clinical application of the American College of Cardiology Foundation/American Society of Echocardiography Appropriateness Criteria for transthoracic echocardiography. JACC Cardiovasc Imaging. 2008;1:663–71. doi:10.​1016/​j.​jcmg.​2008.​07.​004.CrossRefPubMed
18.
go back to reference Ballo P, Bandini F, Capecchi I, et al. Application of 2011 American College of Cardiology Foundation/American Society of Echocardiography appropriate use criteria in hospitalized patients referred for transthoracic echocardiography in a community setting. J Am Soc Echocardiogr. 2012;25:589–98. doi:10.1016/j.echo.2012.03.006.CrossRefPubMed Ballo P, Bandini F, Capecchi I, et al. Application of 2011 American College of Cardiology Foundation/American Society of Echocardiography appropriate use criteria in hospitalized patients referred for transthoracic echocardiography in a community setting. J Am Soc Echocardiogr. 2012;25:589–98. doi:10.​1016/​j.​echo.​2012.​03.​006.CrossRefPubMed
20.
go back to reference Ward RP, Krauss D, Mansour IN, et al. Comparison of the clinical application of the American College of Cardiology Foundation/American Society of Echocardiography Appropriateness Criteria for outpatient transthoracic echocardiography in academic and community practice settings. J Am Soc Echocardiogr. 2009;22:1375–81. doi:10.1016/j.echo.2009.08.005.CrossRefPubMed Ward RP, Krauss D, Mansour IN, et al. Comparison of the clinical application of the American College of Cardiology Foundation/American Society of Echocardiography Appropriateness Criteria for outpatient transthoracic echocardiography in academic and community practice settings. J Am Soc Echocardiogr. 2009;22:1375–81. doi:10.​1016/​j.​echo.​2009.​08.​005.CrossRefPubMed
26.
go back to reference Willens HJ, Gómez-Marín O, Heldman A, et al. Adherence to appropriateness criteria for transthoracic echocardiography: comparisons between a regional department of Veterans Affairs health care system and academic practice and between physicians and mid-level providers. J Am Soc Echocardiogr. 2009;22:793–9. doi:10.1016/j.echo.2009.04.018.CrossRefPubMed Willens HJ, Gómez-Marín O, Heldman A, et al. Adherence to appropriateness criteria for transthoracic echocardiography: comparisons between a regional department of Veterans Affairs health care system and academic practice and between physicians and mid-level providers. J Am Soc Echocardiogr. 2009;22:793–9. doi:10.​1016/​j.​echo.​2009.​04.​018.CrossRefPubMed
28.
go back to reference Parikh PB, Asheld J, Kort S. Does the revised appropriate use criteria for echocardiography represent an improvement over the initial criteria? A comparison between the 2011 and the 2007 appropriateness use criteria for echocardiography. J Am Soc Echocardiogr. 2012;25:228–33. doi:10.1016/j.echo.2011.09.017.CrossRefPubMed Parikh PB, Asheld J, Kort S. Does the revised appropriate use criteria for echocardiography represent an improvement over the initial criteria? A comparison between the 2011 and the 2007 appropriateness use criteria for echocardiography. J Am Soc Echocardiogr. 2012;25:228–33. doi:10.​1016/​j.​echo.​2011.​09.​017.CrossRefPubMed
32.
go back to reference Bhatia RS, Ivers N, Yin CX, et al. Design and methods of the Echo WISELY (Will Inappropriate Scenarios for Echocardiography Lessen SignificantlY) study: An investigator-blinded randomized controlled trial of education and feedback intervention to reduce inappropriate echocardiograms. Am Heart J. 2015;170:202–9. doi:10.1016/j.ahj.2015.04.022.CrossRefPubMed Bhatia RS, Ivers N, Yin CX, et al. Design and methods of the Echo WISELY (Will Inappropriate Scenarios for Echocardiography Lessen SignificantlY) study: An investigator-blinded randomized controlled trial of education and feedback intervention to reduce inappropriate echocardiograms. Am Heart J. 2015;170:202–9. doi:10.​1016/​j.​ahj.​2015.​04.​022.CrossRefPubMed
Metadata
Title
Impact of a structured referral algorithm on the ability to monitor adherence to appropriate use criteria for transthoracic echocardiography
Authors
Steven Promislow
Joseph G. Abunassar
Behnam Banihashemi
Benjamin J. Chow
Girish Dwivedi
Kasra Maftoon
Ian G. Burwash
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Cardiovascular Ultrasound / Issue 1/2015
Electronic ISSN: 1476-7120
DOI
https://doi.org/10.1186/s12947-016-0075-2

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