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Published in: Journal of General Internal Medicine 10/2017

01-10-2017 | Original Research

Categorical Risk Perception Drives Variability in Antibiotic Prescribing in the Emergency Department: A Mixed Methods Observational Study

Authors: Eili Y. Klein, PhD, Elena M. Martinez, MS, Larissa May, MD, Mustapha Saheed, MD, Valerie Reyna, PhD, David A. Broniatowski, PhD

Published in: Journal of General Internal Medicine | Issue 10/2017

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Abstract

Background

Adherence to evidence-based antibiotic therapy guidelines for treatment of upper respiratory tract infections (URIs) varies widely among clinicians. Understanding this variability is key for reducing inappropriate prescribing.

Objective

To measure how emergency department (ED) clinicians’ perceptions of antibiotic prescribing risks affect their decision-making.

Design

Clinician survey based on fuzzy-trace theory, a theory of medical decision-making, combined with retrospective data on prescribing outcomes for URI/pneumonia visits in two EDs. The survey predicts the categorical meanings, or gists, that individuals derive from given information.

Participants

ED physicians, residents, and physician assistants (PAs) who completed surveys and treated patients with URI/pneumonia diagnoses between August 2014 and December 2015.

Main Measures

Gists derived from survey responses and their association with rates of antibiotic prescribing per visit.

Key Results

Of 4474 URI/pneumonia visits, 2874 (64.2%) had an antibiotic prescription. However, prescribing rates varied from 7% to 91% for the 69 clinicians surveyed (65.2% response rate). Clinicians who framed therapy-prescribing decisions as a categorical choice between continued illness and possibly beneficial treatment (“why not take a risk?” gist, which assumes antibiotic therapy is essentially harmless) had higher rates of prescribing (OR 1.28 [95% CI, 1.06–1.54]). Greater agreement with the “antibiotics may be harmful” gist was associated with lower prescribing rates (OR 0.81 [95% CI, 0.67–0.98]).

Conclusions

Our results indicate that clinicians who perceive prescribing as a categorical choice between patients remaining ill or possibly improving from therapy are more likely to prescribe antibiotics. However, this strategy assumes that antibiotics are essentially harmless. Clinicians who framed decision-making as a choice between potential harms from therapy and continued patient illness (e.g., increased appreciation of potential harms) had lower prescribing rates. These results suggest that interventions to reduce inappropriate prescribing should emphasize the non-negligible possibility of serious side effects.
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Literature
1.
go back to reference Gerber JS, Prasad PA, Russell Localio A, et al. Variation in Antibiotic Prescribing Across a Pediatric Primary Care Network. J Pediatr Infect Dis Soc. 2015;4(4):297–304. doi:10.1093/jpids/piu086.CrossRef Gerber JS, Prasad PA, Russell Localio A, et al. Variation in Antibiotic Prescribing Across a Pediatric Primary Care Network. J Pediatr Infect Dis Soc. 2015;4(4):297–304. doi:10.​1093/​jpids/​piu086.CrossRef
4.
go back to reference Braykov NP, Morgan DJ, Schweizer ML, et al. Assessment of empirical antibiotic therapy optimisation in six hospitals: an observational cohort study. Lancet Infect Dis. 2014;14(12):1220–1227.CrossRefPubMedPubMedCentral Braykov NP, Morgan DJ, Schweizer ML, et al. Assessment of empirical antibiotic therapy optimisation in six hospitals: an observational cohort study. Lancet Infect Dis. 2014;14(12):1220–1227.CrossRefPubMedPubMedCentral
5.
go back to reference Fridkin SK, Baggs J, Fagan R, et al. Vital Signs: Improving Antibiotic Use Among Hospitalized Patients. Morb Mortal Wkly Rep. 2014;63:1–7. Fridkin SK, Baggs J, Fagan R, et al. Vital Signs: Improving Antibiotic Use Among Hospitalized Patients. Morb Mortal Wkly Rep. 2014;63:1–7.
6.
go back to reference Barlam TF, Morgan JR, Wetzler LM, Christiansen CL, Drainoni M-L. Antibiotics for Respiratory Tract Infections: A Comparison of Prescribing in an Outpatient Setting. Infect Control Hosp Epidemiol. 2015;36(02):153–159.CrossRefPubMed Barlam TF, Morgan JR, Wetzler LM, Christiansen CL, Drainoni M-L. Antibiotics for Respiratory Tract Infections: A Comparison of Prescribing in an Outpatient Setting. Infect Control Hosp Epidemiol. 2015;36(02):153–159.CrossRefPubMed
7.
go back to reference Xu KT, Roberts D, Sulapas I, Martinez O, Berk J, Baldwin J. Over-prescribing of antibiotics and imaging in the management of uncomplicated URIs in emergency departments. BMC Emerg Med. 2013;13(1):7.CrossRefPubMedPubMedCentral Xu KT, Roberts D, Sulapas I, Martinez O, Berk J, Baldwin J. Over-prescribing of antibiotics and imaging in the management of uncomplicated URIs in emergency departments. BMC Emerg Med. 2013;13(1):7.CrossRefPubMedPubMedCentral
9.
go back to reference Bharathiraja R, Sridharan S, Chelliah LR, Suresh S, Senguttuvan M. Factors Affecting Antibiotic Prescribing Pattern in Pediatric Practice. Indian J Pediatr. 2005;72(10):877–879.CrossRefPubMed Bharathiraja R, Sridharan S, Chelliah LR, Suresh S, Senguttuvan M. Factors Affecting Antibiotic Prescribing Pattern in Pediatric Practice. Indian J Pediatr. 2005;72(10):877–879.CrossRefPubMed
10.
go back to reference Livorsi D, Comer A, Matthias MS, Perencevich EN, Bair MJ. Factors influencing antibiotic-prescribing decisions among inpatient physicians: a qualitative investigation. Infect Control Hosp Epidemiol. 2015;36(09):1065–1072.CrossRefPubMedPubMedCentral Livorsi D, Comer A, Matthias MS, Perencevich EN, Bair MJ. Factors influencing antibiotic-prescribing decisions among inpatient physicians: a qualitative investigation. Infect Control Hosp Epidemiol. 2015;36(09):1065–1072.CrossRefPubMedPubMedCentral
13.
go back to reference Halm EA, Atlas SJ, Borowsky LH, et al. xUnderstanding physician adherence with a pneumonia practice guideline: effects of patient, system, and physician factors. Arch Intern Med. 2000;160(1):98–104. Halm EA, Atlas SJ, Borowsky LH, et al. xUnderstanding physician adherence with a pneumonia practice guideline: effects of patient, system, and physician factors. Arch Intern Med. 2000;160(1):98–104.
14.
go back to reference Avorn J, Solomon DH. Cultural and economic factors that (mis)shape antibiotic use: the nonpharmacologic basis of therapeutics. Ann Intern Med. 2000;133(2):128–135.CrossRefPubMed Avorn J, Solomon DH. Cultural and economic factors that (mis)shape antibiotic use: the nonpharmacologic basis of therapeutics. Ann Intern Med. 2000;133(2):128–135.CrossRefPubMed
15.
go back to reference Nyquist AC, Gonzales R, Steiner JF, Sande MA. Antibiotic prescribing for children with colds, upper respiratory tract infections, and bronchitis. JAMA. 1998;279(11):875–877.CrossRefPubMed Nyquist AC, Gonzales R, Steiner JF, Sande MA. Antibiotic prescribing for children with colds, upper respiratory tract infections, and bronchitis. JAMA. 1998;279(11):875–877.CrossRefPubMed
17.
go back to reference Suda KJ, Hicks LA, Roberts RM, Hunkler RJ, Danziger LH. A national evaluation of antibiotic expenditures by healthcare setting in the United States, 2009. J Antimicrob Chemother. 2013; 68(3):715–8.CrossRefPubMed Suda KJ, Hicks LA, Roberts RM, Hunkler RJ, Danziger LH. A national evaluation of antibiotic expenditures by healthcare setting in the United States, 2009. J Antimicrob Chemother. 2013; 68(3):715–8.CrossRefPubMed
18.
go back to reference Md Rezal RS, Hassali MA, Alrasheedy AA, Saleem F, Md Yusof FA, Godman B. Physicians’ knowledge, perceptions and behaviour towards antibiotic prescribing: a systematic review of the literature. Expert Rev Anti Infect Ther. 2015;13(5):665–680.CrossRefPubMed Md Rezal RS, Hassali MA, Alrasheedy AA, Saleem F, Md Yusof FA, Godman B. Physicians’ knowledge, perceptions and behaviour towards antibiotic prescribing: a systematic review of the literature. Expert Rev Anti Infect Ther. 2015;13(5):665–680.CrossRefPubMed
19.
go back to reference May L, Gudger G, Armstrong P, et al. Multisite exploration of clinical decision making for antibiotic use by emergency medicine providers using quantitative and qualitative methods. Infect Control Hosp Epidemiol. 2014;35(09):1114–1125.CrossRefPubMedPubMedCentral May L, Gudger G, Armstrong P, et al. Multisite exploration of clinical decision making for antibiotic use by emergency medicine providers using quantitative and qualitative methods. Infect Control Hosp Epidemiol. 2014;35(09):1114–1125.CrossRefPubMedPubMedCentral
20.
go back to reference Grijalva CG, Nuorti JP, Griffin MR. Antibiotic prescription rates for acute respiratory tract infections in US ambulatory settings. JAMA. 2009;302(7):758–766.CrossRefPubMedPubMedCentral Grijalva CG, Nuorti JP, Griffin MR. Antibiotic prescription rates for acute respiratory tract infections in US ambulatory settings. JAMA. 2009;302(7):758–766.CrossRefPubMedPubMedCentral
21.
go back to reference Wang EE, Einarson TR, Kellner JD, Conly JM. Antibiotic prescribing for Canadian preschool children: evidence of overprescribing for viral respiratory infections. Clin Infect Dis. 1999;29(1):155–160.CrossRefPubMed Wang EE, Einarson TR, Kellner JD, Conly JM. Antibiotic prescribing for Canadian preschool children: evidence of overprescribing for viral respiratory infections. Clin Infect Dis. 1999;29(1):155–160.CrossRefPubMed
23.
go back to reference Reyna VF, Adam MB. Fuzzy-trace theory, risk communication, and product labeling in sexually transmitted diseases. Risk Anal. 2003;23(2):325–342.CrossRefPubMed Reyna VF, Adam MB. Fuzzy-trace theory, risk communication, and product labeling in sexually transmitted diseases. Risk Anal. 2003;23(2):325–342.CrossRefPubMed
25.
go back to reference Adam MB, Reyna VF. Coherence and correspondence criteria for rationality: experts’ estimation of risks of sexually transmitted infections. J Behav Decis Mak. 2005;18(3):169–186. doi:10.1002/bdm.493.CrossRef Adam MB, Reyna VF. Coherence and correspondence criteria for rationality: experts’ estimation of risks of sexually transmitted infections. J Behav Decis Mak. 2005;18(3):169–186. doi:10.​1002/​bdm.​493.CrossRef
27.
go back to reference Broniatowski DA, Klein EY, Reyna VF. Germs are germs, and why not take a risk? Patients’ expectations for prescribing antibiotics in an inner-city emergency department. Med Decis Making. 2015;35(1):60–67. doi:10.1177/0272989X14553472.CrossRefPubMed Broniatowski DA, Klein EY, Reyna VF. Germs are germs, and why not take a risk? Patients’ expectations for prescribing antibiotics in an inner-city emergency department. Med Decis Making. 2015;35(1):60–67. doi:10.​1177/​0272989X14553472​.CrossRefPubMed
28.
go back to reference Reyna VF, Chick CF, Corbin JC, Hsia AN. Developmental reversals in risky decision making intelligence agents show larger decision biases than college students. Psychol Sci. 2014; 25(1): 76–84..CrossRefPubMed Reyna VF, Chick CF, Corbin JC, Hsia AN. Developmental reversals in risky decision making intelligence agents show larger decision biases than college students. Psychol Sci. 2014; 25(1): 76–84..CrossRefPubMed
29.
go back to reference DiStefano C, Zhu M, Mindrila D. Understanding and using factor scores: Considerations for the applied researcher. Pract Assess Res Eval. 2009;14(20):1–11. DiStefano C, Zhu M, Mindrila D. Understanding and using factor scores: Considerations for the applied researcher. Pract Assess Res Eval. 2009;14(20):1–11.
31.
go back to reference Mills B, Reyna VF, Estrada S. Explaining contradictory relations between risk perception and risk taking. Psychol Sci. 2008;19(5):429–433.CrossRefPubMed Mills B, Reyna VF, Estrada S. Explaining contradictory relations between risk perception and risk taking. Psychol Sci. 2008;19(5):429–433.CrossRefPubMed
32.
go back to reference Reyna VF, Estrada SM, DeMarinis JA, Myers RM, Stanisz JM, Mills BA. Neurobiological and memory models of risky decision making in adolescents versus young adults. J Exp Psychol Learn Mem Cogn. 2011;37(5):1125.CrossRefPubMed Reyna VF, Estrada SM, DeMarinis JA, Myers RM, Stanisz JM, Mills BA. Neurobiological and memory models of risky decision making in adolescents versus young adults. J Exp Psychol Learn Mem Cogn. 2011;37(5):1125.CrossRefPubMed
33.
go back to reference Reyna VF, Mills BA. Theoretically motivated interventions for reducing sexual risk taking in adolescence: A randomized controlled experiment applying fuzzy-trace theory. J Exp Psychol Gen. 2014;143(4):1627–48.CrossRefPubMedPubMedCentral Reyna VF, Mills BA. Theoretically motivated interventions for reducing sexual risk taking in adolescence: A randomized controlled experiment applying fuzzy-trace theory. J Exp Psychol Gen. 2014;143(4):1627–48.CrossRefPubMedPubMedCentral
35.
go back to reference Linder JA, Schnipper JL, Tsurikova R, Volk LA, Middleton B. Self-reported familiarity with acute respiratory infection guidelines and antibiotic prescribing in primary care. Int J Qual Health Care. 2010;22(6):469–475.CrossRefPubMedPubMedCentral Linder JA, Schnipper JL, Tsurikova R, Volk LA, Middleton B. Self-reported familiarity with acute respiratory infection guidelines and antibiotic prescribing in primary care. Int J Qual Health Care. 2010;22(6):469–475.CrossRefPubMedPubMedCentral
36.
go back to reference Finkelstein JA, Davis RL, Dowell SF, et al. Reducing antibiotic use in children: a randomized trial in 12 practices. Pediatrics. 2001;108(1):1–7.CrossRefPubMed Finkelstein JA, Davis RL, Dowell SF, et al. Reducing antibiotic use in children: a randomized trial in 12 practices. Pediatrics. 2001;108(1):1–7.CrossRefPubMed
37.
go back to reference Gonzales R, Steiner JF, Lum A, Barrett PH. Decreasing antibiotic use in ambulatory practice: impact of a multidimensional intervention on the treatment of uncomplicated acute bronchitis in adults. JAMA. 1999;281(16):1512–1519.CrossRefPubMed Gonzales R, Steiner JF, Lum A, Barrett PH. Decreasing antibiotic use in ambulatory practice: impact of a multidimensional intervention on the treatment of uncomplicated acute bronchitis in adults. JAMA. 1999;281(16):1512–1519.CrossRefPubMed
40.
43.
go back to reference Tonkin-Crine S, Yardley L, Little P. Antibiotic prescribing for acute respiratory tract infections in primary care: a systematic review and meta-ethnography. J Antimicrob Chemother. 2011;66(10):2215–2223. doi:10.1093/jac/dkr279.CrossRefPubMed Tonkin-Crine S, Yardley L, Little P. Antibiotic prescribing for acute respiratory tract infections in primary care: a systematic review and meta-ethnography. J Antimicrob Chemother. 2011;66(10):2215–2223. doi:10.​1093/​jac/​dkr279.CrossRefPubMed
44.
go back to reference Fraenkel L, Peters E, Charpentier P, et al. Decision tool to improve the quality of care in rheumatoid arthritis. Arthritis Care Res. 2012;64(7):977–985. Fraenkel L, Peters E, Charpentier P, et al. Decision tool to improve the quality of care in rheumatoid arthritis. Arthritis Care Res. 2012;64(7):977–985.
45.
go back to reference Fraenkel L, Matzko CK, Webb DE, et al. Use of decision support for improved knowledge, values clarification, and informed choice in patients with rheumatoid arthritis. Arthritis Care Res. 2015;67(11):1496–1502.CrossRef Fraenkel L, Matzko CK, Webb DE, et al. Use of decision support for improved knowledge, values clarification, and informed choice in patients with rheumatoid arthritis. Arthritis Care Res. 2015;67(11):1496–1502.CrossRef
Metadata
Title
Categorical Risk Perception Drives Variability in Antibiotic Prescribing in the Emergency Department: A Mixed Methods Observational Study
Authors
Eili Y. Klein, PhD
Elena M. Martinez, MS
Larissa May, MD
Mustapha Saheed, MD
Valerie Reyna, PhD
David A. Broniatowski, PhD
Publication date
01-10-2017
Publisher
Springer US
Published in
Journal of General Internal Medicine / Issue 10/2017
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-017-4099-6

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