Using event logs to observe interactions with electronic health records: an updated scoping review shows increasing use of vendor-derived measures

A Rule, ER Melnick, NC Apathy - Journal of the American …, 2023 - academic.oup.com
Objective The aim of this article is to compare the aims, measures, methods, limitations, and
scope of studies that employ vendor-derived and investigator-derived measures of …

Teamwork and patient safety in intensive care units: challenges and opportunities

Y Chen, Y Gong - MEDINFO 2021: One World, One Health …, 2022 - ebooks.iospress.nl
Abstract Intensive Care Units (ICUs) are recognized as a susceptible area to potential errors
resulting in adverse outcomes. Healthcare professionals are multi-tasking, information …

Using electronic health record audit log data for research: insights from early efforts

T Kannampallil, J Adler-Milstein - Journal of the American …, 2023 - academic.oup.com
Electronic health record audit logs capture a time-sequenced record of clinician activities
while using the system. Audit log data therefore facilitate unobtrusive measurement at scale …

[HTML][HTML] Unlocking inpatient workload insights with electronic health record event logs

M Burden, A Keniston, J Pell, A Yu… - Journal of hospital …, 2024 - pmc.ncbi.nlm.nih.gov
Unlocking inpatient workload insights with electronic health record event logs - PMC Skip to
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The AI-enhanced future of health care administrative task management

WJ Glover, Z Li, D Pachamanova - NEJM Catalyst Innovations in …, 2022 - catalyst.nejm.org
A framework to provide an understanding of administrative tasks and task completion
networks by utilizing artificial intelligence is outlined in a five-step ISUMO process: I dentify …

Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning

B Chen, W Alrifai, C Gao, B Jones… - Journal of the …, 2021 - academic.oup.com
Objective The characteristics of clinician activities while interacting with electronic health
record (EHR) systems can influence the time spent in EHRs and workload. This study aims …

[HTML][HTML] Collaboration structures in COVID-19 critical care: retrospective network analysis study

C Yan, X Zhang, C Gao, E Wilfong, J Casey… - JMIR human …, 2021 - humanfactors.jmir.org
Background Few intensive care unit (ICU) staffing studies have examined the collaboration
structures of health care workers (HCWs). Knowledge about how HCWs are connected to …

[HTML][HTML] Assessing neonatal intensive care unit structures and outcomes before and during the COVID-19 pandemic: network analysis study

H Mannering, C Yan, Y Gong, MW Alrifai… - Journal of medical …, 2021 - jmir.org
Background Health care organizations (HCOs) adopt strategies (eg. physical distancing) to
protect clinicians and patients in intensive care units (ICUs) during the COVID-19 pandemic …

[HTML][HTML] Measuring the cognitive effort associated with task switching in routine EHR-based tasks

B Bartek, SS Lou, T Kannampallil - Journal of Biomedical Informatics, 2023 - Elsevier
Objective Clinical work involves performing overlapping, time-sensitive tasks that frequently
require clinicians to switch their attention between multiple tasks. We developed a …

[HTML][HTML] The use of electronic health record metadata to identify nurse-patient assignments in the intensive care unit: Algorithm development and validation

KA Riman, BS Davis, JB Seaman… - JMIR Medical …, 2022 - medinform.jmir.org
Background: Nursing care is a critical determinant of patient outcomes in the intensive care
unit (ICU). Most studies of nursing care have focused on nursing characteristics aggregated …