Singer J D, Davidson S M, Graham S, Davidson H S
Harvard University Graduate School of Education, Boston, MA, USA.
Med Care. 1998 Aug;36(8):1198-213. doi: 10.1097/00005650-199808000-00008.
This study used discrete-time survival analysis to estimate the tenure of primary care physicians in Community Health Centers (CHCs), to identify the changing risk of leaving Community Health Center employment as time passes, and to identify factors associated with a physician's likelihood of remaining in a Community Health Center. Because of dramatic differences in physician career trajectories, much of the focus was on differences between physicians with and without National Health Service Corps obligations.
Beginning with an administrative dataset at the Bureau of Primary Health Care that listed primary care physicians for each Community Health Center, the completeness and accuracy of the information provided were verified and an analytic database of all physicians working in those centers during a 21-month measurement window from January 1, 1990 through September 30, 1992 was constructed. The data included start and end dates, percent full-time equivalent status, and certain demographic characteristics. In addition, several data elements describing the Community Health Center were merged onto each physician record. These included urban or rural location, expenditure level, productivity, and federal grade. Through the use of discrete-time survival analysis, it was possible to include in the analytic sample all 2,654 physicians who worked during the period, even those who started working before January 1, 1990 and those who were still working on September 30, 1992. Survivor functions were estimated showing the proportion of physicians remaining after each quarter of their tenure (ie, after the fourth quarter of work, after the 12th quarter of work, etc). In addition, hazard functions were estimated showing the risk that a physician who had worked through the end of one quarter would leave during the following quarter. Finally, multivariate analysis demonstrated the relation of certain physician and center characteristics to the likelihood of the physician's leaving the center during each quarter.
The median tenure of primary care physicians in Community Health Centers was approximately 3 years regardless of whether or not the physician had a National Health Service Corps obligation. But the career trajectories for the two groups of physicians varied dramatically. Most physicians left on or about their anniversary date, probably because it coincided with the end of their contract, but the effect was much more pronounced for National Health Service Corps physicians than for non-National Health Service Corps physicians. By the end of 5 years, approximately 36% of physicians who started without an National Health Service Corps obligation were still working compared with only approximately 17% of those with an National Health Service Corps obligation.
The study demonstrates the value of discrete-time survival analysis in addressing questions related to the tenure of primary care physicians in Community Health Centers, making it possible to use data from physicians whose Community Health Center careers began before or ended after a give measurement window. Second, the study measured primary care physician tenure, providing center directors with a yard-stick against which to compare their own center's performance. Finally, the data provided some help in trying to explain differences in the propensity to stay or leave employment in Community Health Centers.
本研究采用离散时间生存分析来估计社区卫生中心(CHC)基层医疗医生的任职期限,确定随着时间推移离开社区卫生中心工作的风险变化,并确定与医生留在社区卫生中心可能性相关的因素。由于医生职业轨迹存在巨大差异,研究重点主要放在有和没有国家卫生服务队义务的医生之间的差异上。
从初级卫生保健局的一个行政数据集中获取每个社区卫生中心的基层医疗医生名单,核实所提供信息的完整性和准确性,并构建了一个分析数据库,涵盖1990年1月1日至1992年9月30日这21个月测量窗口期间在这些中心工作的所有医生。数据包括开始和结束日期、全职等效状态百分比以及某些人口统计学特征。此外,将几个描述社区卫生中心的数据元素合并到每个医生记录中。这些包括城市或农村位置、支出水平、生产力和联邦等级。通过使用离散时间生存分析,有可能将该期间工作的所有2654名医生纳入分析样本,甚至包括那些在1990年1月1日之前开始工作以及在1992年9月30日仍在工作的医生。估计了生存函数,显示了医生在其任职每一季度后(即工作第四季度后、工作第12季度后等)仍留任的比例。此外,估计了风险函数,显示在一个季度末仍在工作的医生在下一季度离职的风险。最后,多变量分析证明了某些医生和中心特征与医生在每个季度离开中心可能性之间的关系。
无论医生是否有国家卫生服务队义务,社区卫生中心基层医疗医生的中位任职期限约为3年。但两组医生的职业轨迹差异巨大。大多数医生在其周年纪念日左右离职,可能是因为这与他们合同结束时间一致,但这种影响在有国家卫生服务队义务的医生中比在没有国家卫生服务队义务的医生中更为明显。到5年末,开始时没有国家卫生服务队义务的医生中约36%仍在工作,而有国家卫生服务队义务的医生中这一比例仅约为17%。
该研究证明了离散时间生存分析在解决与社区卫生中心基层医疗医生任职期限相关问题方面的价值,使得能够使用来自在给定测量窗口之前开始或之后结束其社区卫生中心职业生涯的医生的数据。其次,该研究测量了基层医疗医生的任职期限,为中心主任提供了一个可用于比较自己中心表现的标准。最后,这些数据在试图解释在社区卫生中心留任或离职倾向差异方面提供了一些帮助。