Design, Implementation, and Validation of a Pediatric ICU Sepsis Prediction Tool as Clinical Decision Support

被引:11
作者
Dewan, Maya [1 ,2 ,3 ]
Vidrine, Rhea [1 ,2 ]
Zackoff, Matthew [1 ,2 ]
Paff, Zachary [2 ]
Seger, Brandy [2 ]
Pfeiffer, Stephen [4 ]
Hagedorn, Philip [1 ,3 ,5 ]
Stalets, Erika L. [1 ,2 ]
机构
[1] Univ Cincinnati, Coll Med, Dept Pediat, 3333 Burnet Ave, Cincinnati, OH 45229 USA
[2] Cincinnati Childrens Hosp Med Ctr, Div Crit Care Med, Cincinnati, OH 45229 USA
[3] Cincinnati Childrens Hosp Med Ctr, Div Biomed Informat, Cincinnati, OH 45229 USA
[4] Childrens Mercy Hosp, Dept Pediat, Div Crit Care Med, Kansas City, MO 64108 USA
[5] Cincinnati Childrens Hosp Med Ctr, Div Hosp Med, Cincinnati, OH 45229 USA
来源
APPLIED CLINICAL INFORMATICS | 2020年 / 11卷 / 02期
关键词
decision support systems; sepsis; pediatrics; SEPTIC SHOCK; HEMODYNAMIC SUPPORT; AMERICAN-COLLEGE; CARE-UNIT; EPIDEMIOLOGY; RECOGNITION; MORTALITY; MEDICINE; CHILDREN; OUTCOMES;
D O I
10.1055/s-0040-1705107
中图分类号
R-058 [];
学科分类号
摘要
Background Sepsis is an uncontrolled inflammatory reaction caused by infection. Clinicians in the pediatric intensive care unit (PICU) developed a paper-based tool to identify patients at risk of sepsis. To improve the utilization of the tool, the PICU team integrated the paper-based tool as a real-time clinical decision support (CDS) intervention in the electronic health record (EHR). Objective This study aimed to improve identification of PICU patients with sepsis through an automated EHR-based CDS intervention. Methods A prospective cohort study of all patients admitted to the PICU from May 2017 to May 2019. A CDS intervention was implemented in May 2018. The CDS intervention screened patients for nonspecific sepsis criteria, temperature dysregulation and a blood culture within 6 hours. Following the screening, an interruptive alert prompted nursing staff to complete a perfusion screen to assess for clinical signs of sepsis. The primary alert performance outcomes included sensitivity, specificity, and positive and negative predictive value. The secondary clinical outcome was completion of sepsis management tasks. Results During the 1-year post implementation period, there were 45.0 sepsis events per 1,000 patient days over 10,805 patient days. The sepsis alert identified 392 of the 436 sepsis episodes accurately with sensitivity of 92.5%, specificity of 95.6%, positive predictive value of 46.0%, and negative predictive value of 99.7%. Examining only patients with severe sepsis confirmed by chart review, test characteristics fell to a sensitivity of 73.3%, a specificity of 92.5%. Prior to the initiation of the alert, 18.6% (13/70) of severe sepsis patients received recommended sepsis interventions. Following the implementation, 34% (27/80) received these interventions in the time recommended, p = 0.04. Conclusion An EHR CDS intervention demonstrated strong performance characteristics and improved completion of recommended sepsis interventions.
引用
收藏
页码:218 / 225
页数:8
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