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A retrospective approach to evaluating potential adverse outcomes associated with delay of procedures for cardiovascular and cancer-related diagnoses in the context of COVID-19
- Source :
- Journal of Biomedical Informatics
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- Graphical abstract<br />Highlights • There may be long-term consequences of delaying procedures in response to COVID-19. • Electronic health record data can help us understand the impact of procedure delay. • Our high-throughput approach identifies procedures impacted by COVID-19. • Impact of procedure delay on patient outcomes are evaluated with retrospective data. • Our results can help hospital systems minimize adverse patient outcomes from delays.<br />Objective During the COVID-19 pandemic, health systems postponed non-essential medical procedures to accommodate surge of critically-ill patients. The long-term consequences of delaying procedures in response to COVID-19 remains unknown. We developed a high-throughput approach to understand the impact of delaying procedures on patient health outcomes using electronic health record (EHR) data. Materials and Methods We used EHR data from Vanderbilt University Medical Center’s (VUMC) Research and Synthetic Derivatives. Elective procedures and non-urgent visits were suspended at VUMC between March 18, 2020 and April 24, 2020. Surgical procedure data from this period were compared to a similar timeframe in 2019. Potential adverse impact of delay in cardiovascular and cancer-related procedures was evaluated using EHR data collected from January 1, 1993 to March 17, 2020. For surgical procedure delay, outcomes included length of hospitalization (days), mortality during hospitalization, and readmission within six months. For screening procedure delay, outcomes included 5-year survival and cancer stage at diagnosis. Results We identified 416 surgical procedures that were negatively impacted during the COVID-19 pandemic compared to the same timeframe in 2019. Using retrospective data, we found 27 significant associations between procedure delay and adverse patient outcomes. Clinician review indicated that 88.9% of the significant associations were plausible and potentially clinically significant. Analytic pipelines for this study are available online. Conclusion Our approach enables health systems to identify medical procedures affected by the COVID-19 pandemic and evaluate the effect of delay, enabling them to communicate effectively with patients and prioritize rescheduling to minimize adverse patient outcomes.
- Subjects :
- Adult
Male
medicine.medical_specialty
Coronavirus disease 2019 (COVID-19)
Adverse outcomes
Context (language use)
Health Informatics
Health outcomes
Procedure delay
Article
Time-to-Treatment
03 medical and health sciences
0302 clinical medicine
Neoplasms
Pandemic
medicine
Humans
030212 general & internal medicine
Medical diagnosis
Pandemics
030304 developmental biology
ComputingMethodologies_COMPUTERGRAPHICS
Retrospective Studies
0303 health sciences
business.industry
SARS-CoV-2
Cancer
COVID-19
Retrospective cohort study
Middle Aged
medicine.disease
Computer Science Applications
electronic health records
Cardiovascular Diseases
Emergency medicine
Female
business
Subjects
Details
- Language :
- English
- ISSN :
- 15320464
- Database :
- OpenAIRE
- Journal :
- Journal of Biomedical Informatics
- Accession number :
- edsair.doi.dedup.....1e2a721a437ffeacf4e224469b2159e2
- Full Text :
- https://doi.org/10.1016/j.jbi.2020.103657