Medical University of South Carolina, Charleston, USA.
The University of North Carolina at Chapel Hill, USA.
Inquiry. 2020 Jan-Dec;57:46958020935666. doi: 10.1177/0046958020935666.
The objective of this study is to determine whether key hospital-level financial and market characteristics are associated with whether rural hospitals merge. Hospital merger status was derived from proprietary Irving Levin Associates data for 2005 through 2016 and hospital-level characteristics from HCRIS, CMS Impact File Hospital Inpatient Prospective Payment System, Hospital MSA file, AHRF, and U.S. Census data for 2004 through 2016. A discrete-time hazard analysis using generalized estimating equations was used to determine whether factors were associated with merging between 2005 and 2016. Factors included measures of profitability, operational efficiency, capital structure, utilization, and market competitiveness. Between 2005 and 2016, 11% (n = 326) of rural hospitals were involved in at least one merger. Rural hospital mergers have increased in recent years, with more than two-thirds (n = 261) occurring after 2011. The types of rural hospitals that merged during the sample period differed from nonmerged rural hospitals. Rural hospitals with higher odds of merging were less profitable, for-profit, larger, and were less likely to be able to cover current debt. Additional factors associated with higher odds of merging were reporting older plant age, not providing obstetrics, being closer to the nearest large hospital, and not being in the West region. By quantifying the hazard of characteristics associated with whether rural hospitals merged between 2005 and 2016, these findings suggest it is possible to determine leading indicators of rural mergers. This work may serve as a foundation for future research to determine the impact of mergers on rural hospitals.
本研究旨在确定关键医院层面的财务和市场特征是否与农村医院合并有关。医院合并状态源自 Irving Levin Associates 专有的 2005 年至 2016 年的数据,而医院层面的特征则源自 HCRIS、CMS Impact File Hospital Inpatient Prospective Payment System、Hospital MSA 文件、AHRF 和 2004 年至 2016 年的美国人口普查数据。使用广义估计方程的离散时间风险分析用于确定 2005 年至 2016 年间是否有因素与合并有关。这些因素包括盈利能力、运营效率、资本结构、利用率和市场竞争力的衡量标准。在 2005 年至 2016 年间,11%(n=326)的农村医院至少参与了一次合并。近年来,农村医院的合并有所增加,超过三分之二(n=261)发生在 2011 年之后。在样本期间合并的农村医院类型与未合并的农村医院不同。合并可能性较高的农村医院盈利较低、为盈利性、规模较大,且不太可能能够偿还当前债务。与更高合并可能性相关的其他因素包括报告的工厂较老、不提供产科服务、距离最近的大医院较近,以及不在西部地区。通过量化 2005 年至 2016 年间与农村医院合并相关的特征的风险,可以确定农村合并的领先指标。这些发现可能为未来研究确定农村合并对农村医院的影响奠定基础。