学习统计:使用sat -36对统计态度的跨专业调查

Htoo Htoo Kyaw Soe, Sujata Khobragade, H. Lwin, Mila Nu Nu Htay, N. Than, K. Phyu, A. Abas
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引用次数: 0

摘要

背景:在医学教育中,统计学是使学生能够计划、设计、分析和解释实验数据的核心训练的一部分。人们认为,对统计的态度在学习统计中起着重要作用。目的:本研究旨在了解医学与牙科专业本科生对统计学的态度。背景和设计:本横断面研究在马来西亚一所私立医学院的三年级医科学生和四年级牙科学生中进行。研究对象和方法:采用目的抽样的方法,在生物统计学课程开始前邀请医三年级学生和牙科四年级学生进行调查。共有206名学生参与了这项研究。我们采用了sat -36量表,该量表由36个条目组成,分为情感、认知能力、价值、困难、兴趣和努力六个子量表。统计分析方法:采用描述性统计、独立t检验和Spearman’s rho相关对数据进行分析。结果:学生对sat -36题除困难题外,其余各题均持积极态度。男女学生对统计的态度无显著差异。而男生在兴趣域的平均得分显著高于男生(平均差值0.40[95%置信区间0.07,0.74])。结论:医学和牙科本科学生对统计学持积极态度,但学生发现统计学是一门难学的学科。因此,教师需要了解学生的态度,并制定有效的学习策略,不仅提供知识和技能,而且改变学生的态度,使其朝着期望的方向发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Learning statistics: Interprofessional survey of attitudes toward statistics using SATS-36
Context: In medical education, statistics is part of the core training to enable the students to plan, design, analyze, and interpret the experimental data. It is believed that attitudes toward statistics play an important role in learning statistics. Aims: We conducted this study to assess the attitudes toward statistics among undergraduate medical and dentistry students. Settings and Design: This cross-sectional study was done among 3rd-year medical students and 4th-year dentistry students in a private medical college in Malaysia. Subjects and Methods: We employed purposive sampling and invited the 3rd-year medical students and the 4th-year dentistry students before the commencement of the biostatistics course. A total of 206 students participated in this study. We utilized SATS-36 scale which consisted of 36 items that were divided into six subscales such as affect, cognitive competence, value, difficulty, interest, and effort. Statistical Analysis Used: Data were analyzed using descriptive statistics, independent t-test, and Spearman's rho correlation. Results: The students had positive attitudes toward statistics in most of the domains of SATS-36 except difficulty. There were no significant differences of attitudes toward statistics between male and female students. However, male students had a significantly higher mean score in the interest domain (mean difference 0.40 [95% confidence interval 0.07, 0.74]). Conclusions: The undergraduate medical and dentistry students had positive attitudes toward statistics, but the students found that statistics is a difficult subject. Hence, the instructors need to understand the student's attitudes and create effective learning strategies which not only provide knowledge and skills but also change student's attitudes toward the desired direction.
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