Kiekkas Panagiotis, Panagiotarou Aliki, Malja Alvaro, Tahirai Daniela, Zykai Rountina, Bakalis Nick, Stefanopoulos Nikolaos
Nursing Department, Technological Educational Institute of Western Greece, Patras, Greece.
Nursing Department, Technological Educational Institute of Western Greece, Patras, Greece.
Nurse Educ Today. 2015 Dec;35(12):1283-8. doi: 10.1016/j.nedt.2015.07.005. Epub 2015 Jul 26.
Although statistical knowledge and skills are necessary for promoting evidence-based practice, health sciences students have expressed anxiety about statistics courses, which may hinder their learning of statistical concepts.
To evaluate the effects of a biostatistics course on nursing students' attitudes toward statistics and to explore the association between these attitudes and their performance in the course examination.
One-group quasi-experimental pre-test/post-test design.
Undergraduate nursing students of the fifth or higher semester of studies, who attended a biostatistics course.
Participants were asked to complete the pre-test and post-test forms of The Survey of Attitudes Toward Statistics (SATS)-36 scale at the beginning and end of the course respectively. Pre-test and post-test scale scores were compared, while correlations between post-test scores and participants' examination performance were estimated.
Among 156 participants, post-test scores of the overall SATS-36 scale and of the Affect, Cognitive Competence, Interest and Effort components were significantly higher than pre-test ones, indicating that the course was followed by more positive attitudes toward statistics. Among 104 students who participated in the examination, higher post-test scores of the overall SATS-36 scale and of the Affect, Difficulty, Interest and Effort components were significantly but weakly correlated with higher examination performance.
Students' attitudes toward statistics can be improved through appropriate biostatistics courses, while positive attitudes contribute to higher course achievements and possibly to improved statistical skills in later professional life.
尽管统计学知识和技能对于促进循证实践是必要的,但健康科学专业的学生对统计学课程表现出焦虑,这可能会阻碍他们对统计概念的学习。
评估生物统计学课程对护理专业学生统计学态度的影响,并探讨这些态度与他们课程考试成绩之间的关联。
单组准实验前测/后测设计。
就读于生物统计学课程的本科护理专业五学期及以上的学生。
参与者分别在课程开始和结束时完成《统计学态度调查》(SATS)-36量表的前测和后测表格。比较前测和后测量表分数,同时估计后测分数与参与者考试成绩之间的相关性。
在156名参与者中,SATS-36量表总分以及情感、认知能力、兴趣和努力分量表的后测分数显著高于前测分数,表明该课程之后学生对统计学的态度更为积极。在104名参加考试的学生中,SATS-36量表总分以及情感、难度、兴趣和努力分量表的较高后测分数与较高的考试成绩显著但微弱相关。
通过适当的生物统计学课程可以改善学生对统计学的态度,而积极的态度有助于取得更高的课程成绩,并可能在以后的职业生涯中提高统计技能。