Singh Matthew T, Austin David M, Mullennix Stephanie C, Reynolds Joshua C, Oostema J Adam
Corewell Health/Michigan State University College of Human Medicine, Grand Rapids, Michigan.
Emergency Care Specialists, Grand Rapids, Michigan.
West J Emerg Med. 2025 Mar;26(2):246-253. doi: 10.5811/westjem.21227.
Throughout training, an emergency medicine (EM) resident is required to increase efficiency and productivity to ensure safe practice after graduation. Multitasking is one of the 22 Accreditation Council for Graduate Medical Education (ACGME) EM milestones and is often measured through evaluations and observation. Providing quantitative data to both residents and residency administration on patients seen per hour (PPH) and efficiency could improve a resident experience and training in many ways. Our study was designed to analyze various throughput metrics and productivity trends using applied mathematics and a robust dataset. Our goals were to define the curve of resident PPH over time, adjust for relevant confounders, and analyze additional efficiency metrics related to throughput such as door-to-decision time (DTDT).
We used a retrospective, observational design in a single, tertiary-care center emergency department (ED) that sees approximately 110,000 adult patients per year; our study spanned the period July 1, 2019-December 31, 2021. A total of 42 residents from an ACGME-accredited three-year residency were included in the analysis. We excluded patients <18 years of age. Data was collected using a secure data vendor, and we created an exponential regression model to assess resident PPH data. Additional models were created accounting for patient covariates.
We analyzed a total of 79,232 patients over 30 months. Using an exponential equation and adjusting for patient covariates, median PPH started at 0.898 and ended at 1.425 PPH. The median PPH by postgraduate (PGY) year were 1.13 for PGY 1; 1.38 for PGY 2; and 1.38 for PGY 3. Median DTDT in minutes was as follows: 185 minutes for PGY 1; 171 for PGY 2; and 166 for PGY 3.
Productivity and efficiency metrics such as PPH and DTDT data are an essential part of working in an ED. Our study shows that residents improve with number of patients seen per hour over three years but tend to plateau in their second year. Door-to-decision time continued to improve throughout their three years of training.
在整个培训过程中,急诊医学(EM)住院医师需要提高效率和生产力,以确保毕业后能够安全执业。多任务处理是毕业后医学教育认证委员会(ACGME)规定的22项急诊医学里程碑之一,通常通过评估和观察来衡量。向住院医师和住院医师管理部门提供每小时诊治患者数量(PPH)和效率的定量数据,可以在很多方面改善住院医师的体验和培训。我们的研究旨在运用应用数学和一个强大的数据集来分析各种诊疗通量指标和生产力趋势。我们的目标是确定住院医师PPH随时间变化的曲线,对相关混杂因素进行调整,并分析与诊疗通量相关的其他效率指标,如门到决策时间(DTDT)。
我们在一家每年接待约110,000名成年患者的三级医疗中心急诊科采用回顾性观察设计;我们的研究涵盖2019年7月1日至2021年12月31日期间。分析纳入了来自一个经ACGME认证的三年制住院医师项目的42名住院医师。我们排除了年龄<18岁的患者。数据通过一家安全的数据供应商收集,我们创建了一个指数回归模型来评估住院医师的PPH数据。还创建了考虑患者协变量的其他模型。
我们在30个月内共分析了79,232名患者。使用指数方程并对患者协变量进行调整后,PPH中位数从0.898开始,到1.425结束。按研究生培训阶段(PGY)划分的PPH中位数分别为:PGY1为1.13;PGY2为1.38;PGY3为1.38。DTDT中位数(分钟)如下:PGY1为185分钟;PGY2为171分钟;PGY3为166分钟。
PPH和DTDT数据等生产力和效率指标是急诊科工作的重要组成部分。我们的研究表明,住院医师在三年中每小时诊治的患者数量有所增加,但在第二年往往趋于平稳。门到决策时间在他们三年的培训过程中持续改善。