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Published in: BMC Medical Informatics and Decision Making 1/2018

Open Access 01-12-2018 | Research article

Effect of clinical decision rules, patient cost and malpractice information on clinician brain CT image ordering: a randomized controlled trial

Authors: Ronald W. Gimbel, Ronald G. Pirrallo, Steven C. Lowe, David W. Wright, Lu Zhang, Min-Jae Woo, Paul Fontelo, Fang Liu, Zachary Connor

Published in: BMC Medical Informatics and Decision Making | Issue 1/2018

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Abstract

Background

The frequency of head computed tomography (CT) imaging for mild head trauma patients has raised safety and cost concerns. Validated clinical decision rules exist in the published literature and on-line sources to guide medical image ordering but are often not used by emergency department (ED) clinicians. Using simulation, we explored whether the presentation of a clinical decision rule (i.e. Canadian CT Head Rule - CCHR), findings from malpractice cases related to clinicians not ordering CT imaging in mild head trauma cases, and estimated patient out-of-pocket cost might influence clinician brain CT ordering. Understanding what type and how information may influence clinical decision making in the ordering advanced medical imaging is important in shaping the optimal design and implementation of related clinical decision support systems.

Methods

Multi-center, double-blinded simulation-based randomized controlled trial. Following standardized clinical vignette presentation, clinicians made an initial imaging decision for the patient. This was followed by additional information on decision support rules, malpractice outcome review, and patient cost; each with opportunity to modify their initial order. The malpractice and cost information differed by assigned group to test the any temporal relationship. The simulation closed with a second vignette and an imaging decision.

Results

One hundred sixteen of the 167 participants (66.9%) initially ordered a brain CT scan. After CCHR presentation, the number of clinicians ordering a CT dropped to 76 (45.8%), representing a 21.1% reduction in CT ordering (P = 0.002). This reduction in CT ordering was maintained, in comparison to initial imaging orders, when presented with malpractice review information (p = 0.002) and patient cost information (p = 0.002). About 57% of clinicians changed their order during study, while 43% never modified their imaging order.

Conclusion

This study suggests that ED clinician brain CT imaging decisions may be influenced by clinical decision support rules, patient out-of-pocket cost information and findings from malpractice case review.

Trial registration

NCT03449862, February 27, 2018, Retrospectively registered.
Appendix
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Literature
1.
go back to reference Bouida W, Marghli S, Souissi S, Ksibi H, Methammem M, Haguiga H, Khedher S, Boubaker H, Beltaief K, Grissa MH, et al. Prediction value of the Canadian CT head rule and the New Orleans criteria for positive head CT scan and acute neurosurgical procedures in minor head trauma: a multicenter external validation study. Ann Emerg Med. 2013;61(5):521–7.CrossRefPubMed Bouida W, Marghli S, Souissi S, Ksibi H, Methammem M, Haguiga H, Khedher S, Boubaker H, Beltaief K, Grissa MH, et al. Prediction value of the Canadian CT head rule and the New Orleans criteria for positive head CT scan and acute neurosurgical procedures in minor head trauma: a multicenter external validation study. Ann Emerg Med. 2013;61(5):521–7.CrossRefPubMed
2.
go back to reference Stiell IG, Lesiuk H, Wells GA, McKnight RD, Brison R, Clement C, Eisenhauer MA, Greenberg GH, MacPhail I, Reardon M, et al. The Canadian CT head rule study for patients with minor head injury: rationale, objectives, and methodology for phase I (derivation). Ann Emerg Med. 2001;38(2):160–9.CrossRefPubMed Stiell IG, Lesiuk H, Wells GA, McKnight RD, Brison R, Clement C, Eisenhauer MA, Greenberg GH, MacPhail I, Reardon M, et al. The Canadian CT head rule study for patients with minor head injury: rationale, objectives, and methodology for phase I (derivation). Ann Emerg Med. 2001;38(2):160–9.CrossRefPubMed
3.
go back to reference Lindor RA, Boie ET, Campbell RL, Hess EP, Sadosty AT. Failure to obtain computed tomography imaging in head trauma: a review of relevant case law. Acad Emerg Med. 2015;22:1493–8.CrossRefPubMed Lindor RA, Boie ET, Campbell RL, Hess EP, Sadosty AT. Failure to obtain computed tomography imaging in head trauma: a review of relevant case law. Acad Emerg Med. 2015;22:1493–8.CrossRefPubMed
4.
go back to reference Melnick ER, Szlezak CM, Bentley SK, Dziura JD, Kotlyar S, Post LA. CT overuse for mild traumatic brain injury. Jt Comm J Qual Patient Saf. 2012;38:483–9.CrossRefPubMed Melnick ER, Szlezak CM, Bentley SK, Dziura JD, Kotlyar S, Post LA. CT overuse for mild traumatic brain injury. Jt Comm J Qual Patient Saf. 2012;38:483–9.CrossRefPubMed
5.
go back to reference Morton MJ, Korley FK. Head computed tomography use in the emergency department for mild traumatic brain injury: integrating evidence into practice for the resident physician. Ann Emerg Med. 2012;60(3):361–7.CrossRefPubMed Morton MJ, Korley FK. Head computed tomography use in the emergency department for mild traumatic brain injury: integrating evidence into practice for the resident physician. Ann Emerg Med. 2012;60(3):361–7.CrossRefPubMed
6.
go back to reference Sharp AL, Nagaraj G, Rippberger EJ, Shen E, Swap CJ, Silver MA, McCormick T, Vinson DR, Hoffman JR. Computed tomography use for adults with head injury: describing likely avoidable emergency department imaging based on the Canadian head CT rule. Acad Emerg Med. 2017;24(1):22–30.CrossRefPubMed Sharp AL, Nagaraj G, Rippberger EJ, Shen E, Swap CJ, Silver MA, McCormick T, Vinson DR, Hoffman JR. Computed tomography use for adults with head injury: describing likely avoidable emergency department imaging based on the Canadian head CT rule. Acad Emerg Med. 2017;24(1):22–30.CrossRefPubMed
7.
go back to reference Cabana MD, Rand CS, Powe NR, Wu AW, Wilson MH, Abboud PAC, Rubin HR. Why don't physicians follow clinical practice guidelines?: a framework for improvement. J Am Med Assoc. 1999;282(15):1458–65.CrossRef Cabana MD, Rand CS, Powe NR, Wu AW, Wilson MH, Abboud PAC, Rubin HR. Why don't physicians follow clinical practice guidelines?: a framework for improvement. J Am Med Assoc. 1999;282(15):1458–65.CrossRef
9.
go back to reference Arslanoglu A, Bilgin S, Kubali Z, Ceyhan MN, Ilhan MN, Maral I. Doctors' and intern doctors' knowledge about patients' ionizing radiation exposure doses during common radiological examinations. Diag Interv Radiol. 2007;13:53–5. Arslanoglu A, Bilgin S, Kubali Z, Ceyhan MN, Ilhan MN, Maral I. Doctors' and intern doctors' knowledge about patients' ionizing radiation exposure doses during common radiological examinations. Diag Interv Radiol. 2007;13:53–5.
10.
go back to reference Lee RK, Chu WCW, Graham CA, Rainer TH, Ahuja AT. Knowledge of radiation exposure in common radiological investigations: a comparison between radiologists and non-radiologists. Emerg Med J. 2012;29:306–8.CrossRefPubMed Lee RK, Chu WCW, Graham CA, Rainer TH, Ahuja AT. Knowledge of radiation exposure in common radiological investigations: a comparison between radiologists and non-radiologists. Emerg Med J. 2012;29:306–8.CrossRefPubMed
11.
go back to reference Puri S, Hu R, Quazi RR, Voci S, Veazie P, Block R. Physicians' and midlevel providers' awareness of lifetime radiation-attributable cancer risk associated with commonly performed CT studies: relationship to practice behavior. AJR Am J Roentgenol. 2012;199(6):1328–36.CrossRefPubMedPubMedCentral Puri S, Hu R, Quazi RR, Voci S, Veazie P, Block R. Physicians' and midlevel providers' awareness of lifetime radiation-attributable cancer risk associated with commonly performed CT studies: relationship to practice behavior. AJR Am J Roentgenol. 2012;199(6):1328–36.CrossRefPubMedPubMedCentral
12.
go back to reference Derrick BJ, Quaas JW, Wiener DE, Polan RM, Chawla M, Mazori D, Newman DH. Head CT utilization for minor head injury: what motivates patients to present to the emergency department for evaluation, and why to emergency physicians choose to evaluate them with CT? Ann Emerg Med. 2014;58(4S):S248. Derrick BJ, Quaas JW, Wiener DE, Polan RM, Chawla M, Mazori D, Newman DH. Head CT utilization for minor head injury: what motivates patients to present to the emergency department for evaluation, and why to emergency physicians choose to evaluate them with CT? Ann Emerg Med. 2014;58(4S):S248.
13.
go back to reference Lehnert BE, Bree RL. Analysis of appropriateness of outpatient CT and MRI referred from primary care clinics at an academic medical center: how critical is the need for improved decision support. J Am Coll Radiol. 2010;7:192–7.CrossRefPubMed Lehnert BE, Bree RL. Analysis of appropriateness of outpatient CT and MRI referred from primary care clinics at an academic medical center: how critical is the need for improved decision support. J Am Coll Radiol. 2010;7:192–7.CrossRefPubMed
14.
go back to reference McBride JF, Wardrop RMI, Paxton BE, Mandrekar J, Fletcher JG. Effect on examination ordering by physician attitude, common knowledge, and practice behavior regarding CT radiation exposure. Clin Imaging. 2012;36:455–61.CrossRefPubMed McBride JF, Wardrop RMI, Paxton BE, Mandrekar J, Fletcher JG. Effect on examination ordering by physician attitude, common knowledge, and practice behavior regarding CT radiation exposure. Clin Imaging. 2012;36:455–61.CrossRefPubMed
15.
go back to reference Harnan SE, Pickering A, Pandor A, Goodacre SW. Clinical decision rules for adults with minor head injury: a systematic review. J Trauma. 2011;71(1):245–51.CrossRefPubMed Harnan SE, Pickering A, Pandor A, Goodacre SW. Clinical decision rules for adults with minor head injury: a systematic review. J Trauma. 2011;71(1):245–51.CrossRefPubMed
16.
go back to reference Dickinson J, Fortin E, Fisher J, Qiu S, Irvin CB. Privately insured medical patients are more likely to have a head CT. Ann Emerg Med. 2014;64(4S):S88.CrossRef Dickinson J, Fortin E, Fisher J, Qiu S, Irvin CB. Privately insured medical patients are more likely to have a head CT. Ann Emerg Med. 2014;64(4S):S88.CrossRef
17.
go back to reference Rosenthal DI, Weilburg JB, Schultz T, Miller JC, Nixon V, Dreyer KJ, Thrall JH. Radiology order entry with decision support: initial clinical experiences. J Am Coll Radiol. 2006;3(10):799–806.CrossRefPubMed Rosenthal DI, Weilburg JB, Schultz T, Miller JC, Nixon V, Dreyer KJ, Thrall JH. Radiology order entry with decision support: initial clinical experiences. J Am Coll Radiol. 2006;3(10):799–806.CrossRefPubMed
18.
go back to reference Rohacek M, Albrrecht M, Kleim B, Zimmerman H, Exadaktylos A. Reasoons for ordering computed tomorgraphy scans of the head in patients with minor brain injury. Inquiry. 2012;43:1415–8. Rohacek M, Albrrecht M, Kleim B, Zimmerman H, Exadaktylos A. Reasoons for ordering computed tomorgraphy scans of the head in patients with minor brain injury. Inquiry. 2012;43:1415–8.
19.
go back to reference Schilling UM. Cost awareness among Swedish physicians working at the emergency department. Eur J Emerg Med. 2009;16(3):131–4.CrossRefPubMed Schilling UM. Cost awareness among Swedish physicians working at the emergency department. Eur J Emerg Med. 2009;16(3):131–4.CrossRefPubMed
20.
go back to reference Allan GM, Lexchin J. Physician awareness of diagnostic and nondrug theraputic costs: a systematic review. Int J Technol Assess Health Care. 2008;24(2):158–65.CrossRefPubMed Allan GM, Lexchin J. Physician awareness of diagnostic and nondrug theraputic costs: a systematic review. Int J Technol Assess Health Care. 2008;24(2):158–65.CrossRefPubMed
21.
go back to reference Sehgal RT, Gorman P. Internal medicine physicians' knowledge of health care charges. J Grad Med Educ. 2011;3(2):182–7.CrossRef Sehgal RT, Gorman P. Internal medicine physicians' knowledge of health care charges. J Grad Med Educ. 2011;3(2):182–7.CrossRef
22.
go back to reference Covington MF, Agan DL, Liu Y, Johnson JO, Shaw DJ. Teaching cost-conscious medicine: impact of a simple educational intervention on appropriate abdominal imaging at a community-based teaching hospital. J Grad Med Educ. 2013;5(2):284–8.CrossRefPubMedPubMedCentral Covington MF, Agan DL, Liu Y, Johnson JO, Shaw DJ. Teaching cost-conscious medicine: impact of a simple educational intervention on appropriate abdominal imaging at a community-based teaching hospital. J Grad Med Educ. 2013;5(2):284–8.CrossRefPubMedPubMedCentral
23.
go back to reference Gimbel RW, Fontelo P, Stephens MB, Olsen CH, Bunt C, Ledford CJW, Cook CAL, Liu F, Burke HB. Radiation exposure and cost influence physician medical image decision making: a randomized controlled trial. Med Care. 2013;51(7):628–32.CrossRefPubMed Gimbel RW, Fontelo P, Stephens MB, Olsen CH, Bunt C, Ledford CJW, Cook CAL, Liu F, Burke HB. Radiation exposure and cost influence physician medical image decision making: a randomized controlled trial. Med Care. 2013;51(7):628–32.CrossRefPubMed
24.
go back to reference Bunt CW, Burke HB, Towbin AJ, Hoang A, Stephens MB, Fontelo P, Liu F, Gimbel RW. Point-of-care estimated radiation exposure and imaging guidelines can reduce pediatric radiation burden. J Am Board Fam Med. 2015;28(3):343–50.CrossRefPubMed Bunt CW, Burke HB, Towbin AJ, Hoang A, Stephens MB, Fontelo P, Liu F, Gimbel RW. Point-of-care estimated radiation exposure and imaging guidelines can reduce pediatric radiation burden. J Am Board Fam Med. 2015;28(3):343–50.CrossRefPubMed
25.
go back to reference Stiell IG, Wells GA, Vandemheen K, Clement C, Lesiuk H, Laupacis A, McKnight RD, Verbeek R, Brison R, Cass D, et al. The Canadiant CT head rule for patients with minor head injury. Lancet. 2001;357(9266):1391–6.CrossRefPubMed Stiell IG, Wells GA, Vandemheen K, Clement C, Lesiuk H, Laupacis A, McKnight RD, Verbeek R, Brison R, Cass D, et al. The Canadiant CT head rule for patients with minor head injury. Lancet. 2001;357(9266):1391–6.CrossRefPubMed
26.
go back to reference Stiell IG, Clement C, Rowe BH, Schull MJ, Brison R, Cass D, Eisenhauer MA, McKnight RD, Bandiera G, Holroyd B, et al. Comparison of the Canadian CT head rule and the New Orleans criteria in patients with minor head injury. JAMA. 2005;294(12):1511–8.CrossRefPubMed Stiell IG, Clement C, Rowe BH, Schull MJ, Brison R, Cass D, Eisenhauer MA, McKnight RD, Bandiera G, Holroyd B, et al. Comparison of the Canadian CT head rule and the New Orleans criteria in patients with minor head injury. JAMA. 2005;294(12):1511–8.CrossRefPubMed
27.
go back to reference Lastovicka JL, Bettencourt LA, Hughner RS, Kuntze RJ. Lifestyles of the tight and frugal: theory and measurement. J Consum Res. 1999;26(1):85–98.CrossRef Lastovicka JL, Bettencourt LA, Hughner RS, Kuntze RJ. Lifestyles of the tight and frugal: theory and measurement. J Consum Res. 1999;26(1):85–98.CrossRef
Metadata
Title
Effect of clinical decision rules, patient cost and malpractice information on clinician brain CT image ordering: a randomized controlled trial
Authors
Ronald W. Gimbel
Ronald G. Pirrallo
Steven C. Lowe
David W. Wright
Lu Zhang
Min-Jae Woo
Paul Fontelo
Fang Liu
Zachary Connor
Publication date
01-12-2018
Publisher
BioMed Central
Published in
BMC Medical Informatics and Decision Making / Issue 1/2018
Electronic ISSN: 1472-6947
DOI
https://doi.org/10.1186/s12911-018-0602-1

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