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Physician antimicrobial prescribing and patient outcomes on general medical wards: a multicentre retrospective cohort
Mark T McIntyre1, Sudipta Saha2, Andrew M Morris2
1Sinai 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. mark.mcintyre@sinaihealth.ca.
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.
Insights
Physician prescribing volume and spectrum of antimicrobials varied significantly but did not correlate with patient characteristics or outcomes. Targeting lowest prescribing quartiles may enhance antimicrobial stewardship efforts.
Area of Science:
- Internal Medicine
- Infectious Diseases
- Health Services Research
Background:
- Antimicrobial prescribing variability suggests potential for improved antimicrobial use.
- Physician-level prescribing practices in adult general medical wards warrant investigation.
- Understanding factors influencing antimicrobial prescribing is crucial for stewardship.
Purpose of the Study:
- To measure physician-level antimicrobial prescribing volume and spectrum.
- To assess patient-level factors associated with prescribing variations.
- To evaluate the link between antimicrobial prescribing and clinical outcomes.
Main Methods:
- Retrospective cohort study using the General Medicine Inpatient Initiative (GEMINI) database (April 2010-December 2019).
- Physicians stratified into quartiles based on antimicrobial prescribing volume and spectrum (modified spectrum score).
- Multilevel modeling used to assess associations between prescribing and outcomes (mortality, length of stay, ICU transfer, readmission).
Main Results:
- 124 physicians and 124,158 admissions analyzed; no differences in baseline patient characteristics by prescribing quartile.
- Significant variation in prescribing volume (30% higher in Q4 vs. Q1) and spectrum observed.
- No significant differences in in-hospital deaths, length of stay, ICU transfer, or readmission by physician quartile.
- Higher in-hospital mortality associated with higher modified spectrum scores (OR 1.13, 95% CI 1.04-1.24).
Conclusions:
- Physician-level variability in antimicrobial prescribing did not correlate with patient characteristics or clinical outcomes in academic general medicine wards.
- Findings support targeting the lowest quartile of physician antimicrobial prescribing for antimicrobial stewardship initiatives.
- Further research may explore specific interventions to optimize antimicrobial use without compromising patient care.
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