Literature DB >> 28110994

Modeling Hourly Resident Productivity in the Emergency Department.

Joshua W Joseph1, Daniel J Henning2, Connie S Strouse3, David T Chiu3, Larry A Nathanson3, Leon D Sanchez3.   

Abstract

STUDY
OBJECTIVE: Resident productivity, defined as new patients per hour, carries important implications for emergency department operations. In high-volume academic centers, essential staffing decisions can be made on the assumption that residents see patients at a static rate. However, it is unclear whether this model mirrors reality; previous studies have not rigorously examined whether productivity changes over time. We examine residents' productivity across shifts to determine whether it remained consistent.
METHODS: This was a retrospective cohort study conducted in an urban academic hospital with a 3-year emergency medicine training program in which residents acquire patients ad libitum throughout their shift. Time stamps of all patient encounters were automatically logged. A linear mixed model was constructed to predict productivity per shift hour.
RESULTS: A total of 14,364 8- and 9-hour shifts were worked by 75 residents between July 1, 2010, and June 20, 2015. This comprised 6,127 (42.7%) postgraduate year (PGY) 1 shifts, 7,236 (50.4%) PGY-2 shifts, and 998 (6.9%) PGY-3 nonsupervisory shifts (Table 1). Overall, residents treated a mean of 10.1 patients per shift (SD 3.2), with most patients at Emergency Severity Index level 3 or more acute (93.8%). In the initial hour, residents treated a mean of 2.14 patients (SD 1.2), and every subsequent hour was associated with a significant decrease, with the largest in the second, third, and final hours.
CONCLUSION: Emergency medicine resident productivity during a single shift follows a reliable pattern that decreases significantly hourly, a pattern preserved across PGY years and types of shifts. This suggests that resident productivity is a dynamic process, which should be considered in staffing decisions and studied further.
Copyright © 2016 American College of Emergency Physicians. Published by Elsevier Inc. All rights reserved.

Entities:  

Mesh:

Year:  2017        PMID: 28110994     DOI: 10.1016/j.annemergmed.2016.11.020

Source DB:  PubMed          Journal:  Ann Emerg Med        ISSN: 0196-0644            Impact factor:   5.721


  11 in total

1.  Education to increase efficiency in senior emergency medicine residents: too little, too late?

Authors:  Kaila Pomeranz; Morgan Swanson; Paul Van Heukelom; Nicholas Mohr; Azeemuddin Ahmed
Journal:  Intern Emerg Med       Date:  2021-11-23       Impact factor: 3.397

2.  Utilization of heat-mapping tools to match a resident staffing template to emergency department arrival patterns.

Authors:  Abigail M Schuh; Mark Nimmer; Amy L Drendel
Journal:  AEM Educ Train       Date:  2021-07-01

Review 3.  Emergency clinician output in a district hospital emergency centre: a cross-sectional analysis.

Authors:  Mary Elizabeth Hoffe; Michael McCaul; Clint Hendrikse
Journal:  Afr J Emerg Med       Date:  2022-06-24

4.  Maximizing Patient Coverage Through Optimal Allocation of Residents and Scribes to Shifts in an Emergency Department.

Authors:  Phichet Wutthisirisart; Gabriela Martinez; Heather A Heaton; Kalyan Pasupathy; Moriah S Thompson; Mustafa Y Sir
Journal:  J Med Syst       Date:  2018-09-27       Impact factor: 4.460

5.  Feedback With Performance Metric Scorecards Improves Resident Satisfaction but Does Not Impact Clinical Performance.

Authors:  Mira Mamtani; Frances S Shofer; Alexander Sackeim; Lauren Conlon; Kevin Scott; Angela M Mills
Journal:  AEM Educ Train       Date:  2019-05-20

6.  Productivity, efficiency, and overall performance comparisons between attendings working solo versus attendings working with residents staffing models in an emergency department: A Large-Scale Retrospective Observational Study.

Authors:  Richard D Robinson; Sasha Dib; Daisha Mclarty; Sajid Shaikh; Radhika Cheeti; Yuan Zhou; Yasaman Ghasemi; Mdmamunur Rahman; Chet D Schrader; Hao Wang
Journal:  PLoS One       Date:  2020-02-05       Impact factor: 3.240

7.  Experience Within the Emergency Department and Improved Productivity for First-Year Residents in Emergency Medicine and Other Specialties.

Authors:  Joshua W Joseph; David T Chiu; Matthew L Wong; Carlo L Rosen; Larry A Nathanson; Leon D Sanchez
Journal:  West J Emerg Med       Date:  2017-12-14

8.  Modelling attending physician productivity in the emergency department: a multicentre study.

Authors:  Joshua W Joseph; Samuel Davis; Elissa H Wilker; Matthew L Wong; Ori Litvak; Stephen J Traub; Larry A Nathanson; Leon D Sanchez
Journal:  Emerg Med J       Date:  2018-03-15       Impact factor: 2.740

9.  Using the Natural Experiment Study Design to Evaluate the Effect of a Change in Doctor's Roster on Patient Flow in an Emergency Department.

Authors:  Peter Hallas; Dan Brun Pedersen
Journal:  West J Emerg Med       Date:  2018-06-08

10.  What's New in Emergencies, Trauma and Shock? Using Queuing Theory to Optimize the Emergency Department Triage Process.

Authors:  Leon D Sanchez; Joshua W Joseph
Journal:  J Emerg Trauma Shock       Date:  2019-11-18
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