Computerized Clinical Decision Support Systems for the Early Detection of Sepsis Among Adult Inpatients: Scoping
Khalia Ackermann1, Jannah Baker1, Malcolm Green2
1Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Australia.
Journal of Medical Internet Research
|February 23, 2022
Summary
Computerized clinical decision support (CCDS) systems aid in early sepsis detection in hospitals. This review found diverse studies on CCDS for sepsis, highlighting the need for research on usability and cost-effectiveness.
Area of Science:
- Medical Informatics
- Clinical Medicine
- Public Health
Background:
- Sepsis is a major global health challenge, causing significant morbidity and mortality.
- Early sepsis detection and treatment are critical for improving patient outcomes.
- Hospitals increasingly utilize computerized clinical decision support (CCDS) systems for rapid sepsis identification in adults.
Purpose of the Study:
- To systematically describe studies on the use and evaluation of CCDS systems for early sepsis detection in adult inpatients.
- To provide a comprehensive overview of the current literature in this rapidly evolving field.
Main Methods:
- A scoping review protocol was published prior to the review.
- Searched 10 electronic databases and grey literature for studies on sepsis and CCDS.
- Included title, abstract, and full-text screening by two independent reviewers, with data charting and verification.
Main Results:
- 124 studies were included, with the majority published after 2009.
- Patient outcomes (86.3%) and sepsis treatment/management (60.5%) were most frequently reported outcomes.
- Systemic inflammatory response syndrome criteria were commonly used for sepsis identification, and over half of CCDS systems were implemented with other interventions.
Conclusions:
- The literature on CCDS for sepsis detection is highly diverse, with considerable variation in study design and outcomes.
- Further research is needed to address CCDS system usability, cost-effectiveness, and impact on sepsis morbidity.
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