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McIntyre MT, Saha S, Morris AM, Lapointe-Shaw L, Tang T, Weinerman A, Fralick M, Agarwal A, Verma A, Razak F. Physician antimicrobial prescribing and patient outcomes on general medical wards: a multicentre retrospective cohort study. CMAJ 2023; 195:E1065-E1074. [PMID: 37604522 PMCID: PMC10442238 DOI: 10.1503/cmaj.221732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/07/2023] [Indexed: 08/23/2023] Open
Abstract
BACKGROUND Variability in antimicrobial prescribing may indicate an opportunity for improvement in antimicrobial use. We sought to measure physician-level antimicrobial prescribing in adult general medical wards, assess the contribution of patient-level factors to antimicrobial prescribing and evaluate the association between antimicrobial prescribing and clinical outcomes. METHODS Using the General Medicine Inpatient Initiative (GEMINI) database, we conducted a retrospective cohort study of physician-level volume and spectrum of antimicrobial prescribing in adult general medical wards in 4 academic teaching hospitals in Toronto, Ontario, between April 2010 and December 2019. We stratified physicians into quartiles by hospital site based on volume of antimicrobial prescribing (days of therapy per 100 patient-days and antimicrobial-free days) and antibacterial spectrum (modified spectrum score). The modified spectrum score assigns a value to each antibacterial agent based on the breadth of coverage. We assessed patient-level differences among physician quartiles using age, sex, Laboratory-based Acute Physiology Score, discharge diagnosis and Charlson Comorbidity Index. We evaluated the association of clinical outcomes (in-hospital 30-day mortality, length of stay, intensive care unit [ICU] transfer and hospital readmission) with antimicrobial volume and spectrum using multilevel modelling. RESULTS The cohort consisted of 124 physicians responsible for 124 158 hospital admissions. The median physician-level volume of antimicrobial prescribing was 56.1 (interquartile range 51.7-67.5) days of therapy per 100 patient-days. We did not find any differences in baseline patient characteristics by physician prescribing quartile. The difference in mean prescribing between quartile 4 and quartile 1 was 15.8 days of therapy per 100 patient-days (95% confidence interval [CI] 9.6-22.0), representing 30% higher antimicrobial prescribing in the fourth quartile than the first quartile. Patient in-hospital deaths, length of stay, ICU transfer and hospital readmission did not differ by physician quartile. In-hospital mortality was higher among patients cared for by prescribers with higher modified spectrum scores (odds ratio 1.13, 95% CI 1.04-1.24). INTERPRETATION We found that physician-level variability in antimicrobial prescribing was not associated with differences in patient characteristics or outcomes in academic general medicine wards. These findings provide support for considering the lowest quartile of physician antimicrobial prescribing within each hospital as a target for antimicrobial stewardship.
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Affiliation(s)
- Mark T McIntyre
- Sinai Health (McIntyre, Fralick), Toronto, Ont.; Leslie Dan Faculty of Pharmacy (McIntyre), University of Toronto; Li Ka Shing Knowledge Institute (Saha, Verma, Razak), St. Michael's Hospital, Toronto, Ont.; Department of Social and Behavioral Sciences (Saha), Harvard T.H. Chan School of Public Health, Boston, Mass.; Department of Medicine (Morris, Lapointe-Shaw, Weinerman, Fralick, Verma, Razak), University of Toronto; Department of Medicine (Morris), Mount Sinai Hospital and University Health Network; Department of Medicine (Lapointe-Shaw), University Health Network, Toronto, Ont.; Trillium Health Partners (Tang), Mississauga, Ont.; Department of Medicine (Weinerman), Sunnybrook Health Sciences Centre; Division of General Internal Medicine (Agarwal); Department of Medicine (Agarwal), McMaster University, Hamilton, Ont.
| | - Sudipta Saha
- Sinai Health (McIntyre, Fralick), Toronto, Ont.; Leslie Dan Faculty of Pharmacy (McIntyre), University of Toronto; Li Ka Shing Knowledge Institute (Saha, Verma, Razak), St. Michael's Hospital, Toronto, Ont.; Department of Social and Behavioral Sciences (Saha), Harvard T.H. Chan School of Public Health, Boston, Mass.; Department of Medicine (Morris, Lapointe-Shaw, Weinerman, Fralick, Verma, Razak), University of Toronto; Department of Medicine (Morris), Mount Sinai Hospital and University Health Network; Department of Medicine (Lapointe-Shaw), University Health Network, Toronto, Ont.; Trillium Health Partners (Tang), Mississauga, Ont.; Department of Medicine (Weinerman), Sunnybrook Health Sciences Centre; Division of General Internal Medicine (Agarwal); Department of Medicine (Agarwal), McMaster University, Hamilton, Ont
| | - Andrew M Morris
- Sinai Health (McIntyre, Fralick), Toronto, Ont.; Leslie Dan Faculty of Pharmacy (McIntyre), University of Toronto; Li Ka Shing Knowledge Institute (Saha, Verma, Razak), St. Michael's Hospital, Toronto, Ont.; Department of Social and Behavioral Sciences (Saha), Harvard T.H. Chan School of Public Health, Boston, Mass.; Department of Medicine (Morris, Lapointe-Shaw, Weinerman, Fralick, Verma, Razak), University of Toronto; Department of Medicine (Morris), Mount Sinai Hospital and University Health Network; Department of Medicine (Lapointe-Shaw), University Health Network, Toronto, Ont.; Trillium Health Partners (Tang), Mississauga, Ont.; Department of Medicine (Weinerman), Sunnybrook Health Sciences Centre; Division of General Internal Medicine (Agarwal); Department of Medicine (Agarwal), McMaster University, Hamilton, Ont
| | - Lauren Lapointe-Shaw
- Sinai Health (McIntyre, Fralick), Toronto, Ont.; Leslie Dan Faculty of Pharmacy (McIntyre), University of Toronto; Li Ka Shing Knowledge Institute (Saha, Verma, Razak), St. Michael's Hospital, Toronto, Ont.; Department of Social and Behavioral Sciences (Saha), Harvard T.H. Chan School of Public Health, Boston, Mass.; Department of Medicine (Morris, Lapointe-Shaw, Weinerman, Fralick, Verma, Razak), University of Toronto; Department of Medicine (Morris), Mount Sinai Hospital and University Health Network; Department of Medicine (Lapointe-Shaw), University Health Network, Toronto, Ont.; Trillium Health Partners (Tang), Mississauga, Ont.; Department of Medicine (Weinerman), Sunnybrook Health Sciences Centre; Division of General Internal Medicine (Agarwal); Department of Medicine (Agarwal), McMaster University, Hamilton, Ont
| | - Terence Tang
- Sinai Health (McIntyre, Fralick), Toronto, Ont.; Leslie Dan Faculty of Pharmacy (McIntyre), University of Toronto; Li Ka Shing Knowledge Institute (Saha, Verma, Razak), St. Michael's Hospital, Toronto, Ont.; Department of Social and Behavioral Sciences (Saha), Harvard T.H. Chan School of Public Health, Boston, Mass.; Department of Medicine (Morris, Lapointe-Shaw, Weinerman, Fralick, Verma, Razak), University of Toronto; Department of Medicine (Morris), Mount Sinai Hospital and University Health Network; Department of Medicine (Lapointe-Shaw), University Health Network, Toronto, Ont.; Trillium Health Partners (Tang), Mississauga, Ont.; Department of Medicine (Weinerman), Sunnybrook Health Sciences Centre; Division of General Internal Medicine (Agarwal); Department of Medicine (Agarwal), McMaster University, Hamilton, Ont
| | - Adina Weinerman
- Sinai Health (McIntyre, Fralick), Toronto, Ont.; Leslie Dan Faculty of Pharmacy (McIntyre), University of Toronto; Li Ka Shing Knowledge Institute (Saha, Verma, Razak), St. Michael's Hospital, Toronto, Ont.; Department of Social and Behavioral Sciences (Saha), Harvard T.H. Chan School of Public Health, Boston, Mass.; Department of Medicine (Morris, Lapointe-Shaw, Weinerman, Fralick, Verma, Razak), University of Toronto; Department of Medicine (Morris), Mount Sinai Hospital and University Health Network; Department of Medicine (Lapointe-Shaw), University Health Network, Toronto, Ont.; Trillium Health Partners (Tang), Mississauga, Ont.; Department of Medicine (Weinerman), Sunnybrook Health Sciences Centre; Division of General Internal Medicine (Agarwal); Department of Medicine (Agarwal), McMaster University, Hamilton, Ont
| | - Michael Fralick
- Sinai Health (McIntyre, Fralick), Toronto, Ont.; Leslie Dan Faculty of Pharmacy (McIntyre), University of Toronto; Li Ka Shing Knowledge Institute (Saha, Verma, Razak), St. Michael's Hospital, Toronto, Ont.; Department of Social and Behavioral Sciences (Saha), Harvard T.H. Chan School of Public Health, Boston, Mass.; Department of Medicine (Morris, Lapointe-Shaw, Weinerman, Fralick, Verma, Razak), University of Toronto; Department of Medicine (Morris), Mount Sinai Hospital and University Health Network; Department of Medicine (Lapointe-Shaw), University Health Network, Toronto, Ont.; Trillium Health Partners (Tang), Mississauga, Ont.; Department of Medicine (Weinerman), Sunnybrook Health Sciences Centre; Division of General Internal Medicine (Agarwal); Department of Medicine (Agarwal), McMaster University, Hamilton, Ont
| | - Arnav Agarwal
- Sinai Health (McIntyre, Fralick), Toronto, Ont.; Leslie Dan Faculty of Pharmacy (McIntyre), University of Toronto; Li Ka Shing Knowledge Institute (Saha, Verma, Razak), St. Michael's Hospital, Toronto, Ont.; Department of Social and Behavioral Sciences (Saha), Harvard T.H. Chan School of Public Health, Boston, Mass.; Department of Medicine (Morris, Lapointe-Shaw, Weinerman, Fralick, Verma, Razak), University of Toronto; Department of Medicine (Morris), Mount Sinai Hospital and University Health Network; Department of Medicine (Lapointe-Shaw), University Health Network, Toronto, Ont.; Trillium Health Partners (Tang), Mississauga, Ont.; Department of Medicine (Weinerman), Sunnybrook Health Sciences Centre; Division of General Internal Medicine (Agarwal); Department of Medicine (Agarwal), McMaster University, Hamilton, Ont
| | - Amol Verma
- Sinai Health (McIntyre, Fralick), Toronto, Ont.; Leslie Dan Faculty of Pharmacy (McIntyre), University of Toronto; Li Ka Shing Knowledge Institute (Saha, Verma, Razak), St. Michael's Hospital, Toronto, Ont.; Department of Social and Behavioral Sciences (Saha), Harvard T.H. Chan School of Public Health, Boston, Mass.; Department of Medicine (Morris, Lapointe-Shaw, Weinerman, Fralick, Verma, Razak), University of Toronto; Department of Medicine (Morris), Mount Sinai Hospital and University Health Network; Department of Medicine (Lapointe-Shaw), University Health Network, Toronto, Ont.; Trillium Health Partners (Tang), Mississauga, Ont.; Department of Medicine (Weinerman), Sunnybrook Health Sciences Centre; Division of General Internal Medicine (Agarwal); Department of Medicine (Agarwal), McMaster University, Hamilton, Ont
| | - Fahad Razak
- Sinai Health (McIntyre, Fralick), Toronto, Ont.; Leslie Dan Faculty of Pharmacy (McIntyre), University of Toronto; Li Ka Shing Knowledge Institute (Saha, Verma, Razak), St. Michael's Hospital, Toronto, Ont.; Department of Social and Behavioral Sciences (Saha), Harvard T.H. Chan School of Public Health, Boston, Mass.; Department of Medicine (Morris, Lapointe-Shaw, Weinerman, Fralick, Verma, Razak), University of Toronto; Department of Medicine (Morris), Mount Sinai Hospital and University Health Network; Department of Medicine (Lapointe-Shaw), University Health Network, Toronto, Ont.; Trillium Health Partners (Tang), Mississauga, Ont.; Department of Medicine (Weinerman), Sunnybrook Health Sciences Centre; Division of General Internal Medicine (Agarwal); Department of Medicine (Agarwal), McMaster University, Hamilton, Ont
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