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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

Authors :
Quinn S. Wells
Nancy J. Cox
Shon Dwyer
Stephen A. Deppen
Wei-Qi Wei
Seth J. Karp
Xiao-Ou Shu
C. Michael Stein
Kevin B. Johnson
Josh F. Peterson
Dan M. Roden
Neil S Zheng
Travis J. Osterman
Jeremy L. Warner
QiPing Feng
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.

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