Gedefaw Abel, Tilahun Birkneh, Asefa Anteneh
Department of Gynecology and Obstetrics, College of Medicine and Health Sciences, Hawassa University, Hawassa, Ethiopia.
Department of Pediatrics and Child Health, College of Medicine and Health Sciences, Hawassa University, Hawassa, Ethiopia.
Adv Med Educ Pract. 2015 Apr 9;6:305-15. doi: 10.2147/AMEP.S78604. eCollection 2015.
This study was conducted to identify predictors of self-reported academic performance in undergraduate medical students at Hawassa University.
An analytical cross-sectional study involving 592 undergraduate medical students was conducted in November 2012. The academic performance of the study subjects was measured by self-reported cumulative grade point average (GPA) using a self-administered questionnaire. Data were entered and analyzed using Statistical Package for the Social Sciences version 16 software. Pearson's bivariate correlations, multiple linear regression, and multiple logistic regression were used to identify predictors of academic performance.
The self-reported academic performance of students had been decreasing as the academic years progressed, with the highest and lowest performance being in the premedicine (mean GPA 3.47) and clinical I (mean GPA 2.71) years, respectively. One hundred and fifty-eight (26.7%) of the participants had ever been delayed, 37 (6.2%) had ever re-sat for examination, and two (0.3%) had ever been warned due to academic failure. The overall variation in self-reported academic performance of the students was 32.8%. Participant age alone explained 21.9% of the variation. On the other hand, university entrance examination results, substance use at university, and medicine as first choice by students were identified as predictors of variation in self-reported academic performance, accounting for 6.9%, 2.7%, and <1% of the variation, respectively. Students who had never used tobacco, alcohol, or khat after starting university were twice as likely to score a self-reported cumulative GPA above 3.0 (adjusted odds ratio 1.95, 95% confidence interval 1.25-3.02) and less likely to be delayed, have to re-sit an examination, or be warned (adjusted odds ratio 0.47, 95% confidence interval 0.29-0.77).
Only 32.8% of the variation in self-reported academic performance was explained by the studied variables. Hence, efficacious mechanisms should be designed to combat the intervenable determinants of self-reported academic performance, like substance use and a low medical school entrance examination result. Further studies should also be undertaken to gain a better understanding of other unstudied determinants, like personality, learning style, cognitive ability, and the system used for academic evaluation.
本研究旨在确定哈瓦萨大学本科医学生自我报告的学业成绩的预测因素。
2012年11月对592名本科医学生进行了一项分析性横断面研究。通过使用自填问卷自我报告的累积平均绩点(GPA)来衡量研究对象的学业成绩。数据使用社会科学统计软件包第16版软件录入和分析。采用Pearson双变量相关性分析、多元线性回归和多元逻辑回归来确定学业成绩的预测因素。
随着学年的推进,学生自我报告的学业成绩一直在下降,成绩最高和最低的分别是医学预科(平均GPA 3.47)和临床第一年(平均GPA 2.71)。158名(26.7%)参与者曾有过学业延迟,37名(6.2%)曾重考,2名(0.3%)因学业不及格曾被警告。学生自我报告的学业成绩的总体变异为32.8%。仅参与者年龄就解释了21.9%的变异。另一方面,大学入学考试成绩、在大学期间使用药物以及学生将医学作为首选被确定为自我报告的学业成绩变异的预测因素,分别占变异的6.9%、2.7%和不到1%。大学入学后从未使用过烟草、酒精或恰特草的学生自我报告的累积GPA高于3.0的可能性是其他学生的两倍(调整后的优势比为1.95,95%置信区间为1.25 - 3.02),且学业延迟、重考或被警告的可能性较小(调整后的优势比为0.47,95%置信区间为0.29 - 0.77)。
所研究的变量仅解释了自我报告的学业成绩变异的32.8%。因此,应设计有效的机制来应对自我报告的学业成绩的可干预决定因素,如药物使用和医学院入学考试成绩低等情况。还应开展进一步研究,以更好地了解其他未研究的决定因素,如个性、学习风格、认知能力以及学业评估所采用的系统。