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. 2022 May 2;5(5):e2210180.
doi: 10.1001/jamanetworkopen.2022.10180.

Sustaining Antimicrobial Stewardship in a High-Antibiotic Resistance Setting

Affiliations

Sustaining Antimicrobial Stewardship in a High-Antibiotic Resistance Setting

Tat Ming Ng et al. JAMA Netw Open. .

Abstract

Importance: There is a lack of studies comparing the intended and unintended consequences of prospective review and feedback (PRF) with computerized decision support systems (CDSS), especially in the longer term in antimicrobial stewardship.

Objective: To examine the outcomes associated with the sequential implementation of PRF and CDSS and changes to these interventions with long-term use of antibiotics for and incidence of multidrug resistant organisms (MDROs) and other unintended outcomes.

Design, setting, and participants: This cohort study used an interrupted time series with segmented regression analysis of data from January 2007 to December 2018. Data were extracted from the electronic medical records of patients admitted at a large university teaching hospital with high rates of antibiotic resistance in Singapore. Data were analyzed from June 2019 to June 2020.

Exposures: PRF of piperacillin-tazobactam and carbapenems (intervention 1, April 2009), with the addition of hospital-wide CDSS (intervention 2, April 2011), and lifting of CDSS for half of the hospital wards for 6 months (intervention 3, March 2017).

Main outcomes and measures: Monthly antimicrobial use was measured in defined daily doses (DDDs) per 1000 patient-days. The monthly incidence of MDROs was calculated as number of clinical isolates detected per 1000 inpatient-days over a 6-month period. Unintended outcomes examined included in-hospital mortality and age-adjusted length of stay (LOS).

Results: The number of inpatients increased from 56 263 in 2007 to 63 572 in 2018. During the same period, the mean monthly patient days increased from 33 929 in 2007 to 45 603 in 2018, and the proportion of patients older than 65 years increased from 45.5% in 2007 to 56.6% in 2018. After intervention 1, there were 0.33 (95% CI, 0.18 to 0.48) more DDDs per 1000 patient-days per month of piperacillin-tazobactam and carbapenems and -11.05 (95% CI, -15.55 to -6.55) fewer DDDs per 1000 patient-days per month for other broad-spectrum antibiotics. After intervention 2, there were -0.22 (95% CI, -0.33 to -0.10) fewer DDDs per 1000 patient-days per month of piperacillin-tazobactam and carbapenems and -2.10 (95% CI, -3.13 to -1.07) fewer DDDs per 1000 patient-days per month for other broad-spectrum antibiotics. After intervention 3, use of piperacillin-tazobactam and carbapenem increased by 0.28 (95% CI, 0.02 to 0.55) DDDs per 1000 patient-days per month. After intervention 2, incidence of Clostridioides difficile decreased (estimate, -0.02 [95% CI, -0.03 to -0.01] cases per 1000 patient-days per month).

Conclusions and relevance: In this cohort study, concurrent PRF and CDSS were associated with limiting the use of piperacillin-tazobactam and carbapenems while reducing use of other antibiotics.

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Conflict of interest statement

Conflict of Interest Disclosures: Dr Young reported receiving personal fees from Roche, Neocyte, Gilead, Sanofi, and AstraZeneca outside the submitted work. Dr Lee reported receiving personal fees from BioMerieux and Sanofi outside the submitted work. No other disclosures were reported.

Figures

Figure 1.
Figure 1.. Associations of Antimicrobial Stewardship Interventions With Antibiotic Use Over Time
Intervention 1 began in April 2009 and included introduction of empirical antibiotic guidelines and prospective review and feedback. Intervention 2 began in April 2011 and included compulsory use of computerized decision support systems in addition to the voluntary access to the computerized decision support systems for antibiotic recommendations. Intervention 3 began in March 2017 and included lifting of the compulsory use of computerized decision support systems for piperacillin-tazobactam and carbapenems for half of the wards in the hospital. Compulsory use was reinstated from September 2017. DDD indicates defined daily dose.
Figure 2.
Figure 2.. Incidence Density of Drug Resistant Organisms From 2007 to 2018
Intervention 1 began in April 2009 and included introduction of empirical antibiotic guidelines and prospective review and feedback. Intervention 2 began in April 2011 and included compulsory use of CDSS in addition to the voluntary access to the computerized decision support systems for antibiotic recommendations. Intervention 3 began in March 2017 and included lifting of the compulsory use of computerized decision support systems for piperacillin-tazobactam and carbapenems for half of the wards in the hospital. Compulsory use was reinstated from September 2017. 3GCR indicates third-generation cephalosporin–resistant.
Figure 3.
Figure 3.. In-Hospital Mortality and Mean Length of Stay (MLOS) From 2007 to 2018
Intervention 1 began in April 2009 and included introduction of empirical antibiotic guidelines and prospective review and feedback. Intervention 2 began in April 2011 and included compulsory use of computerized decision support systems in addition to the voluntary access to the computerized decision support systems for antibiotic recommendations. Intervention 3 began in March 2017 and included lifting of the compulsory use of computerized decision support systems for piperacillin-tazobactam and carbapenems for half of the wards in the hospital. Compulsory use was reinstated from September 2017.

References

    1. World Health Organization . The selection and use of essential medicines: 2017. Accessed October 29, 2021. https://www.who.int/medicines/publications/essentialmedicines/EML_2017_E...
    1. Vaughn VM, Gandhi T, Conlon A, Chopra V, Malani AN, Flanders SA. The association of antibiotic stewardship with fluoroquinolone prescribing in Michigan hospitals: a multi-hospital cohort study. Clin Infect Dis. 2019;69(8):1269-1277. doi:10.1093/cid/ciy1102 - DOI - PMC - PubMed
    1. Newland JG, Stach LM, De Lurgio SA, et al. . Impact of a prospective-audit-with-feedback antimicrobial stewardship program at a children’s hospital. J Pediatric Infect Dis Soc. 2012;1(3):179-186. doi:10.1093/jpids/pis054 - DOI - PubMed
    1. Mehta JM, Haynes K, Wileyto EP, et al. ; Centers for Disease Control and Prevention Epicenter Program . Comparison of prior authorization and prospective audit with feedback for antimicrobial stewardship. Infect Control Hosp Epidemiol. 2014;35(9):1092-1099. doi:10.1086/677624 - DOI - PMC - PubMed
    1. Cook PP, Gooch M. Long-term effects of an antimicrobial stewardship programme at a tertiary-care teaching hospital. Int J Antimicrob Agents. 2015;45(3):262-267. doi:10.1016/j.ijantimicag.2014.11.006 - DOI - PubMed