Soltani Mohamad, Batt Robert J, Bavafa Hessam, Patterson Brian W
Alberta School of Business, University of Alberta, Edmonton, AB T6G 2R6.
Wisconsin School of Business, University of Wisconsin-Madison, Madison, WI 53706.
Manuf Serv Oper Manag. 2022 Nov-Dec;24(6):3079-3098. doi: 10.1287/msom.2022.1110. Epub 2022 May 2.
Emergency department (ED) crowding has been a pressing concern in healthcare systems in the U.S. and other developed countries. As such, many researchers have studied its effects on outcomes the ED. In contrast, we study the effects of ED crowding on system performance the ED-specifically, on post-ED care utilization. Further, we explore the mediating effects of care intensity in the ED on post-ED care use.
METHODOLOGY/RESULTS: We utilize a dataset assembled from more than four years of microdata from a large U.S. hospital and exhaustive billing data in an integrated health system. By using count models and instrumental variable analyses to answer the proposed research questions, we find that there is an increasing concave relationship between ED physician workload and post-ED care use. When ED workload increases from its 5th percentile to the median, the number of post-discharge care events (i.e., medical services) for patients who are discharged home from the ED increases by 5% and it is stable afterwards. Further, we identify physician test-ordering behavior as a mechanism for this effect: when the physician is busier, she responds by ordering more tests for less severe patients. We document that this "extra" testing generates "extra" post-ED care utilization for these patients.
This paper contributes new insights on how physician and patient behaviors under ED crowding impact a previously unstudied system performance measure: post-ED care utilization. Our findings suggest that prior studies estimating the cost of ED crowding underestimate the true effect, as they do not consider the "extra" post-ED care utilization.
急诊科拥挤一直是美国和其他发达国家医疗系统中备受关注的紧迫问题。因此,许多研究人员研究了其对急诊科治疗结果的影响。相比之下,我们研究急诊科拥挤对系统性能的影响,具体而言,是对急诊科后护理利用的影响。此外,我们还探讨了急诊科护理强度对急诊科后护理使用的中介作用。
方法/结果:我们使用了一个数据集,该数据集来自美国一家大型医院四年多的微观数据以及一个综合医疗系统中的详尽计费数据。通过使用计数模型和工具变量分析来回答所提出的研究问题,我们发现急诊科医生工作量与急诊科后护理使用之间存在递增的凹形关系。当急诊科工作量从第5百分位数增加到中位数时,从急诊科出院回家的患者出院后护理事件(即医疗服务)的数量增加了5%,之后保持稳定。此外,我们确定医生的检查开单行为是产生这种影响的一种机制:当医生更忙碌时,她会通过为病情较轻的患者开更多检查来做出反应。我们记录到这种“额外”的检查为这些患者带来了“额外”的急诊科后护理利用。
本文为急诊科拥挤情况下医生和患者行为如何影响一个此前未被研究的系统性能指标——急诊科后护理利用,提供了新的见解。我们发现此前估计急诊科拥挤成本的研究低估了实际影响,因为它们没有考虑到“额外”的急诊科后护理利用。