Department of Health Statistics and the Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment, School of Public Health, Fourth Military Medical University, Changle West Road 169#, Shaanxi, Xi'an, 710032, China.
BMC Med Educ. 2012 Nov 23;12:117. doi: 10.1186/1472-6920-12-117.
In medical training, statistics is considered a very difficult course to learn and teach. Current studies have found that students' attitudes toward statistics can influence their learning process. Measuring, evaluating and monitoring the changes of students' attitudes toward statistics are important. Few studies have focused on the attitudes of postgraduates, especially medical postgraduates. Our purpose was to understand current attitudes regarding statistics held by medical postgraduates and explore their effects on students' achievement. We also wanted to explore the influencing factors and the sources of these attitudes and monitor their changes after a systematic statistics course.
A total of 539 medical postgraduates enrolled in a systematic statistics course completed the pre-form of the Survey of Attitudes Toward Statistics -28 scale, and 83 postgraduates were selected randomly from among them to complete the post-form scale after the course.
Most medical postgraduates held positive attitudes toward statistics, but they thought statistics was a very difficult subject. The attitudes mainly came from experiences in a former statistical or mathematical class. Age, level of statistical education, research experience, specialty and mathematics basis may influence postgraduate attitudes toward statistics. There were significant positive correlations between course achievement and attitudes toward statistics. In general, student attitudes showed negative changes after completing a statistics course.
The importance of student attitudes toward statistics must be recognized in medical postgraduate training. To make sure all students have a positive learning environment, statistics teachers should measure their students' attitudes and monitor their change of status during a course. Some necessary assistance should be offered for those students who develop negative attitudes.
在医学培训中,统计学被认为是一门很难学和教的课程。目前的研究发现,学生对统计学的态度会影响他们的学习过程。衡量、评估和监测学生对统计学态度的变化非常重要。很少有研究关注研究生,尤其是医学研究生的态度。我们的目的是了解医学研究生目前对统计学的态度,并探讨这些态度对学生成绩的影响。我们还想探讨影响这些态度的因素及其来源,并在系统的统计学课程后监测它们的变化。
共有 539 名医学研究生参加了系统的统计学课程,完成了态度调查量表-28 量表的预表,其中 83 名研究生在课程结束后随机从中选择完成了后表量表。
大多数医学研究生对统计学持有积极的态度,但他们认为统计学是一门非常难的学科。这些态度主要来自于以前的统计学或数学课的经验。年龄、统计学教育水平、研究经验、专业和数学基础可能会影响研究生对统计学的态度。课程成绩与统计学态度之间存在显著的正相关。总的来说,学生在完成统计学课程后,态度呈负向变化。
在医学研究生培训中,必须认识到学生对统计学的态度的重要性。为了确保所有学生都有一个积极的学习环境,统计学教师应该衡量学生的态度,并在课程期间监测他们的状态变化。对于那些发展出消极态度的学生,应提供必要的帮助。