Hojat Mohammadreza, LaNoue Marianna
Jefferson Medical College of Thomas Jefferson University, Center for Research in Medical Education and Health Care, and Department of Psychiatry and Human Behavior, USA.
Jefferson Medical College of Thomas Jefferson University, Department of Family and Community Medicine, USA.
Int J Med Educ. 2014 Apr 20;5:73-81. doi: 10.5116/ijme.533f.0c41.
To reaffirm the underlying components of the JSE by using exploratory factor analysis (EFA), and to confirm its latent variable structure by using confirmatory factor analysis (CFA).
Research participants included 2,612 medical students who entered Jefferson Medical College between 2002 and 2012. This sample was divided into two groups: Matriculants between 2002 and 2007 (n=1,380) and be-tween 2008 and 2012 (n=1,232). Data for 2002-2007 matriculants were subjected to EFA (principal component factor extraction), and data for matriculants of 2008-2012 were used for CFA (structural equation modeling, and root mean square error for approximation.
The EFA resulted in three factors: "perspective-taking," "compassionate care" and "walking in patient's shoes" replicating the 3-factor model reported in most of the previous studies. The CFA showed that the 3-factor model was an acceptable fit, thus confirming the latent variable structure emerged in the EFA. Corrected item-total score correlations for the total sample were all positive and statistically significant, ranging from 0.13 to 0.61 with a median of 0.44 (p=0.01). The item discrimination effect size indices (contrasting item mean scores for the top-third versus bottom-third JSE scorers) ranged from 0.50 to 1.4 indicating that the differences in item mean scores between top and bottom scorers on the JSE were of practical importance. Cronbach's alpha coefficient of the JSE for the total sample was 0.80, ranging from 0.75 to 0.84 for matriculatnts of different years.
Findings provided further support for under-lying constructs of the JSE, adding to its credibility.
通过探索性因素分析(EFA)重申杰斐逊同情心量表(JSE)的潜在组成部分,并通过验证性因素分析(CFA)确认其潜在变量结构。
研究参与者包括2002年至2012年进入杰斐逊医学院的2612名医学生。该样本分为两组:2002年至2007年入学的学生(n = 1380)和2008年至2012年入学的学生(n = 1232)。对2002 - 2007年入学学生的数据进行探索性因素分析(主成分因素提取),2008 - 2012年入学学生的数据用于验证性因素分析(结构方程建模以及近似均方根误差)。
探索性因素分析产生了三个因素:“观点采择”、“同情关怀”和“设身处地为患者着想”,这与之前大多数研究所报告的三因素模型一致。验证性因素分析表明三因素模型拟合良好,从而确认了探索性因素分析中出现的潜在变量结构。总样本的校正条目 - 总分相关性均为正且具有统计学意义,范围从0.13至0.61,中位数为0.44(p = 0.01)。条目区分效应大小指数(对比JSE得分前三分位与后三分位的条目平均得分)范围从0.50至1.4,表明JSE得分高低者之间的条目平均得分差异具有实际意义。总样本的JSE的克朗巴哈α系数为0.80,不同年份入学学生的系数范围为0.75至0.84。
研究结果为JSE的潜在结构提供了进一步支持,增强了其可信度。