Personality and Learning Behavioral Characteristics as Predictors of Academic Achievement of Medical Students

Jang-Rak Kim, Young-A Ji, Mi-Ji Kim, Jong Ryeal Hahm
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Abstract

This study investigates whether personality characteristics and learning behaviors can predict medical students’ academic achievement in Korea, specifically in terms of successfully completing medical school without delays or achieving a high grade point average (GPA) in their final year. In May 2018, 316 medical students took the Multi-Dimensional Learning Strategy Test, 2nd edition, which provided data on their personality and learning behavioral characteristics. Their final year’s GPA and any delays in completing medical school were ascertained by reviewing all electronic academic records of each semester they had been enrolled. The combination of personality and learning behavioral characteristics was significantly associated with completing medical school without delays, even after adjusting for sex and admission path. A multiple logistic regression analysis showed that the adjusted odds ratios and 95% confidence intervals for completing medical school without delays were 1.52 (95% confidence interval [CI], 0.83–2.78) and 3.64 (95% CI, 1.70–7.82) for “others” and “both high” categories, respectively, when compared with the “both low” category. For 235 students who completed medical school without delays, their learning behavioral characteristics (scores) were significantly associated with their final year’s GPA even after adjusting for sex, admission path, and personality characteristics (scores) as determined by the multiple linear regression analysis. This study suggests that individual personality and learning behavior characteristics are predictors of medical students’ academic achievement. Therefore, interventions such as personalized counseling programs should be provided in consideration of such student characteristics.
预测医学生学业成绩的人格和学习行为特征
本研究探讨了人格特征和学习行为能否预测韩国医科学生的学业成绩,特别是能否顺利完成医学院学业而不耽误学业或在最后一年取得较高的平均学分绩点(GPA)。2018年5月,316名医学生参加了多维学习策略测试(第二版),该测试提供了他们的人格和学习行为特征数据。通过查阅他们每个学期的所有电子学籍记录,确定了他们最后一年的GPA以及是否有任何延迟完成医学院学业的情况。即使在调整了性别和入学途径之后,人格和学习行为特征的组合与顺利完成医学院学业也有显著相关性。多元逻辑回归分析表明,与 "均低 "类别相比,"其他 "和 "均高 "类别完成医学院学业无延误的调整赔率比和 95% 置信区间分别为 1.52(95% 置信区间 [CI],0.83-2.78)和 3.64(95% CI,1.70-7.82)。通过多元线性回归分析发现,即使在调整了性别、入学途径和个性特征(得分)后,235 名未延误学业的医学院学生的学习行为特征(得分)仍与他们最后一年的 GPA 显著相关。本研究表明,个体人格和学习行为特征是医学生学业成绩的预测因素。因此,应根据学生的这些特点提供个性化辅导计划等干预措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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