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Clinical diagnoses and antimicrobials predictive of pediatric antimicrobial stewardship recommendations: a program
Jennifer L Goldman1, Brian R Lee2, Adam L Hersh3
11Department of Pediatrics,Children's Mercy Hospitals & Clinics and University of Missouri-Kansas City,Kansas City,Missouri.
Insights
Pediatric antimicrobial stewardship programs (ASPs) can improve efficiency by focusing on high-yield areas. This study identified specific antimicrobials and diagnoses most frequently associated with ASP recommendations, guiding targeted interventions.
Area of Science:
- Pediatric infectious disease
- Antimicrobial stewardship
- Health services research
Background:
- The number of pediatric antimicrobial stewardship programs (ASPs) is growing, necessitating program evaluation for enhanced efficiency and stewardship strategies.
- Program evaluation is crucial for optimizing the effectiveness of pediatric ASPs.
Purpose of the Study:
- To identify specific antimicrobials and clinical diagnoses most strongly associated with recommendations from a pediatric antimicrobial stewardship program (ASP).
- To inform targeted interventions for improving pediatric ASP efficiency and efficacy.
Main Methods:
- Retrospective cohort study of antimicrobial stewardship program (ASP) reviews conducted at a pediatric hospital between March 2008 and March 2013.
- Analysis of 2,317 ASP recommendations, categorized as stop, modify, optimize therapy, or consult infectious diseases.
- Statistical modeling (multinomial and logistic) to determine the probability of recommendations based on antimicrobial agents and diagnoses, and to assess clinician disagreement.
Main Results:
- The most common ASP recommendation was to stop therapy (45%).
- Third-generation cephalosporins and community-acquired pneumonia were most frequently associated with ASP recommendations.
- Clinician disagreement with ASP recommendations occurred in 22% of cases, particularly for community-acquired pneumonia and ear/nose/throat infections.
Conclusions:
- Pediatric ASP evaluations can pinpoint high-yield clinical diagnoses and antimicrobials associated with increased recommendation likelihood.
- Targeted interventions in these identified areas can enhance the efficiency and effectiveness of pediatric antimicrobial stewardship programs.
Background:
The number of pediatric antimicrobial stewardship programs (ASPs) is increasing and program evaluation is a key component to improve efficiency and enhance stewardship strategies.
Objective:
To determine the antimicrobials and diagnoses most strongly associated with a recommendation provided by a well-established pediatric ASP.
Design And Setting:
Retrospective cohort study from March 3, 2008, to March 2, 2013, of all ASP reviews performed at a free-standing pediatric hospital.
Methods:
ASP recommendations were classified as follows: stop therapy, modify therapy, optimize therapy, or consult infectious diseases. A multinomial distribution model to determine the probability of each ASP recommendation category was performed on the basis of the specific antimicrobial agent or disease category. A logistic model was used to determine the odds of recommendation disagreement by the prescribing clinician.
Results:
The ASP made 2,317 recommendations: stop therapy (45%), modify therapy (26%), optimize therapy (19%), or consult infectious diseases (10%). Third-generation cephalosporins (0.20) were the antimicrobials with the highest predictive probability of an ASP recommendation whereas linezolid (0.05) had the lowest probability. Community-acquired pneumonia (0.26) was the diagnosis with the highest predictive probability of an ASP recommendation whereas fever/neutropenia (0.04) had the lowest probability. Disagreement with ASP recommendations by the prescribing clinician occurred 22% of the time, most commonly involving community-acquired pneumonia and ear/nose/throat infections.
Conclusions:
Evaluation of our pediatric ASP identified specific clinical diagnoses and antimicrobials associated with an increased likelihood of an ASP recommendation. Focused interventions targeting these high-yield areas may result in increased program efficiency and efficacy.
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