Division of General Internal Medicine, Department of Medicine, Johns Hopkins School of Medicine, 601 N Caroline St., Suite 7143, Baltimore, MD 21287, USA.
Health Serv Res. 2008 Oct;43(5 Pt 1):1505-19. doi: 10.1111/j.1475-6773.2008.00849.x. Epub 2008 May 5.
To determine the relationship between physicians' communication behaviors and patients' overall satisfaction with hospital care using a novel instrumental variable to address possible confounding of this association by patient attributes.
DATA SOURCES/STUDY SETTING: Administrative records and postdischarge survey data were obtained from patients discharged from the General Medicine service at an urban tertiary-care academic hospital between July 1, 1997 and June 30, 2000. Administrative data included comorbidities, demographic data, and payer status. In the discharge survey, patients rated their attending physician on four communication behaviors, other aspects of their hospital stay, and their overall hospital care.
The primary outcome was patients' ratings of their overall satisfaction with hospital care, and the primary independent variable was patients' ratings of their physicians' communication behaviors. To remove possible confounding of the association between patient ratings of physician communication and overall satisfaction by other patient-specific attributes, we created an instrumental variable (IV) in a two-stage linear regression. The IV was the mean of the communication ratings given to each physician by the other patients cared for by that physician. PRINCIPLE FINDINGS/CONCLUSIONS: Three thousand one hundred and twenty-three patients were included in the analysis. In the ordinary least squares regression, there was a significant positive relationship between overall satisfaction and overall ratings of attendings' communication behaviors, with an increase in overall satisfaction of 0.58 points on a 5-point scale for each 1-point increase in overall attendings' communication behaviors, p<.001. This relationship was maintained but attenuated in the IV regression, with a coefficient of 0.40, p=.046. Although we find that the relationship between patient communication ratings and overall patient satisfaction may be confounded by patient-level factors, we nevertheless continue to find evidence of a statistically significant and sizable relationship between physicians' communication behaviors and overall patient satisfaction after controlling for such factors.
利用一种新的工具变量来确定医生的沟通行为与患者对医院护理的总体满意度之间的关系,以解决患者特征可能对这种关联造成的混杂问题。
数据来源/研究范围:行政记录和出院后调查数据来自于 1997 年 7 月 1 日至 2000 年 6 月 30 日期间在城市三级保健学术医院综合医学科出院的患者。行政数据包括合并症、人口统计学数据和付款人身份。在出院调查中,患者对主治医生的四项沟通行为、住院期间的其他方面以及对整体医院护理的满意度进行了评分。
主要结果是患者对医院护理的总体满意度评分,主要的独立变量是患者对医生沟通行为的评分。为了消除患者对医生沟通评分与整体满意度之间的关联可能因其他患者特定属性而产生的混杂,我们在两阶段线性回归中创建了一个工具变量(IV)。该 IV 是每位医生所照顾的其他患者对该医生的沟通评分的平均值。
主要发现/结论:共有 3123 名患者纳入分析。在普通最小二乘法回归中,整体满意度与主治医生沟通行为的总体评分之间存在显著的正相关关系,主治医生沟通行为的整体评分每增加 1 分,整体满意度就会增加 0.58 分,在 5 分制中增加 1 分,p<.001。这种关系在 IV 回归中得到了维持,但有所减弱,其系数为 0.40,p=.046。尽管我们发现患者沟通评分与整体患者满意度之间的关系可能受到患者层面因素的混杂,但我们仍然发现,在控制了这些因素后,医生的沟通行为与整体患者满意度之间存在统计学上显著且显著的关系。