1. Coronavirus Disease 2019 (COVID-19) Diagnostic Clinical Decision Support: A Pre-Post Implementation Study of CORAL (COvid Risk cALculator)
- Author
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Emily P. Hyle, Stephen B. Calderwood, Edward T. Ryan, Camille N. Kotton, Jacob E. Lazarus, Sayon Dutta, Nesli Basgoz, Tyler S. Brown, Caitlin M Dugdale, Jacob E. Lemieux, Louise C. Ivers, Sandra B Nelson, Jennifer L. Reedy, Amy L. Miller, Rochelle P. Walensky, Kristen Hysell, Howard M. Heller, Erica S. Shenoy, John S. Albin, Miriam B Barshak, David M. Rubins, Rocío M. Hurtado, Andrea L. Ciaranello, David C. Hooper, Dustin McEvoy, Suzanne M. McCluskey, Hang Lee, and Kimon C. Zachary
- Subjects
0301 basic medicine ,Microbiology (medical) ,medicine.medical_specialty ,Coronavirus disease 2019 (COVID-19) ,Isolation (health care) ,business.industry ,Incidence (epidemiology) ,030106 microbiology ,Logistic regression ,Clinical decision support system ,Discontinuation ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Infectious Diseases ,Calculator ,law ,Health care ,Emergency medicine ,Medicine ,030212 general & internal medicine ,business - Abstract
Background Isolation of hospitalized persons under investigation (PUIs) for coronavirus disease 2019 (COVID-19) reduces nosocomial transmission risk. Efficient evaluation of PUIs is needed to preserve scarce healthcare resources. We describe the development, implementation, and outcomes of an inpatient diagnostic algorithm and clinical decision support system (CDSS) to evaluate PUIs. Methods We conducted a pre-post study of CORAL (COvid Risk cALculator), a CDSS that guides frontline clinicians through a risk-stratified COVID-19 diagnostic workup, removes transmission-based precautions when workup is complete and negative, and triages complex cases to infectious diseases (ID) physician review. Before CORAL, ID physicians reviewed all PUI records to guide workup and precautions. After CORAL, frontline clinicians evaluated PUIs directly using CORAL. We compared pre- and post-CORAL frequency of repeated severe acute respiratory syndrome coronavirus 2 nucleic acid amplification tests (NAATs), time from NAAT result to PUI status discontinuation, total duration of PUI status, and ID physician work hours, using linear and logistic regression, adjusted for COVID-19 incidence. Results Fewer PUIs underwent repeated testing after an initial negative NAAT after CORAL than before CORAL (54% vs 67%, respectively; adjusted odd ratio, 0.53 [95% confidence interval, .44–.63]; P Conclusions CORAL is an efficient and effective CDSS to guide frontline clinicians through the diagnostic evaluation of PUIs and safe discontinuation of precautions.
- Published
- 2021
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