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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
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1 to 2 of 2 Research Studies DisplayedZachariah P, Sanabria E, Liu J
Novel strategies for predicting healthcare-associated infections at admission: implications for nursing care.
Accurate, real-time models to predict hospital adverse events could facilitate timely and targeted interventions to improve patient outcomes. Advances in computing enable the use of supervised machine learning (SML) techniques to predict hospital-onset infections. The purpose of this study was to trial SML methods to predict urinary tract infections (UTIs) during inpatient hospitalization at the time of admission.
AHRQ-funded; HS024915.
Citation: Zachariah P, Sanabria E, Liu J .
Novel strategies for predicting healthcare-associated infections at admission: implications for nursing care.
Nurs Res 2020 Sep/Oct;69(5):399-403. doi: 10.1097/nnr.0000000000000449..
Keywords: Urinary Tract Infection (UTI), Healthcare-Associated Infections (HAIs), Adverse Events, Patient Safety, Risk
Rinke ML, Oyeku SO, Heo M
Pediatric ambulatory catheter-associated urinary tract infections (CAUTIs): incidence, risk factors, and patient outcomes.
Catheter-associated urinary tract infections (CAUTIs) occur frequently in pediatric inpatients, and they are associated with increased morbidity and cost. Few studies have investigated ambulatory CAUTIs, despite at-risk children utilizing home urinary catheterization. This retrospective cohort and case-control study determined incidence, risk factors, and outcomes of pediatric patients with ambulatory CAUTI. The investigators concluded that pediatric ambulatory CAUTIs occurred in 18% of patients with catheters; they were associated with morbidity and healthcare utilization. Ambulatory indwelling catheter CAUTI incidence exceeded national inpatient incidence.
AHRQ-funded; HS024432.
Citation: Rinke ML, Oyeku SO, Heo M .
Pediatric ambulatory catheter-associated urinary tract infections (CAUTIs): incidence, risk factors, and patient outcomes.
Infect Control Hosp Epidemiol 2020 Aug;41(8):891-99. doi: 10.1017/ice.2020.204..
Keywords: Children/Adolescents, Catheter-Associated Urinary Tract Infection (CAUTI), Urinary Tract Infection (UTI), Healthcare-Associated Infections (HAIs), Risk, Ambulatory Care and Surgery, Adverse Events