Department of Gifted Education, Arabian Gulf University, P.O. Box: 26671, Manama, Kingdom of Bahrain.
College of Medicine and Medical Sciences, Arabian Gulf University, Manama, Bahrain.
BMC Med Educ. 2023 Jun 8;23(1):425. doi: 10.1186/s12909-023-04417-8.
Emotional intelligence (EI) is a predictive factor of academic success in undergraduate Doctor of Medicine (MD) programs. Although some research suggests a positive association between EI and academic success in MD programs, other research reports neither an association nor a negative correlation between the two variables. The current study aimed to resolve these contradictory findings by conducting a systematic review and a meta-analysis using research from 2005 to 2022.
Data were analyzed using a multilevel modeling approach to (a) estimate the overall relationship between EI and academic success in MD programs and (b) determine whether the mean effect size varies according to country (United States vs. non-United States countries), age, EI test, EI task nature (ability-based vs. trait-based), EI subscales, and academic performance criteria (grade point average vs. examinations).
Findings from 20 studies (m = 105; N = 4,227) indicated a positive correlation between EI and academic success (r = .13, 95% CI [.08, - .27], p < .01). Moderator analyses indicated that the mean effect size significantly varied according to EI tests and EI subscales. Moreover, three-level multiple regression analyses showed that between-study variance explained 29.5% of the variability in the mean effect size, whereas within-study variance explained 33.5% of the variability in the mean effect.
Overall, the current findings show that EI is significantly, albeit weakly, related to academic success in MD programs. Medical researchers and practitioners can therefore focus on integrating EI-related skills into the MD curriculum or target them through professional development training and programs.
情感智力(EI)是本科医学博士(MD)课程学业成功的预测因素。虽然一些研究表明 EI 与 MD 课程的学业成功之间存在正相关,但其他研究报告称两者之间没有关联,也没有负相关。本研究旨在通过对 2005 年至 2022 年的研究进行系统回顾和荟萃分析来解决这些相互矛盾的发现。
使用多层次建模方法分析数据,以(a)估计 EI 与 MD 课程学业成功之间的总体关系,以及(b)确定均值效应大小是否根据国家(美国与非美国国家)、年龄、EI 测试、EI 任务性质(基于能力与基于特质)、EI 分量表和学业成绩标准(平均绩点与考试)而有所不同。
来自 20 项研究的结果(m=105;N=4227)表明 EI 与学业成功之间存在正相关(r=.13,95%CI [.08,-.27],p<.01)。调节分析表明,均值效应大小显著根据 EI 测试和 EI 分量表而有所不同。此外,三级多重回归分析表明,研究间方差解释了均值效应大小变异性的 29.5%,而研究内方差解释了均值效应变异性的 33.5%。
总体而言,目前的研究结果表明,EI 与 MD 课程的学业成功有显著但微弱的关系。因此,医学研究人员和从业者可以专注于将与 EI 相关的技能纳入 MD 课程,或通过专业发展培训和计划将其作为目标。