Teaching Introductory Statistical Classes in Medical Schools Using RStudio and R Statistical Language: Evaluating Technology Acceptance and Change in Attitude Toward Statistics. Issue 2 (3rd May 2020)

• Record Type: Journal Article
• Authors: da Silva, Henrique Alvarenga; Moura, Alexandre Sampaio
• Is Part Of: Journal of statistics education. Volume 28:Issue 2(2020)
• Page Start: 212
• Page End: 219
• Publication Date: 2020-05-03
• Subjects: Biostatistics -- Medical education -- Statistical packages -- Statistical software -- Survey of Attitudes Toward Statistics -- Technology Acceptance Model; Statistics -- Study and teaching -- Periodicals; Statistics -- Study and teaching; Periodicals; 519.5071
• DOI: 10.1080/10691898.2020.1773354
• Languages: English
• ISSNs: 1069-1898

Abstract

Abstract: Biostatistics is a critical skill to physicians in an evidence-based medicine era, but teaching basic statistical concepts is challenging. Students often experience anxiety caused by the complexity of statistics and might express negative attitudes toward the subject. We aimed to analyze the effect of an introductory biostatistics course using RStudio on attitude toward statistics and assess its acceptance among medical students. Forty-three 1st-year medical students were included. Pre- and post-course attitudes toward statistics were assessed using the Survey of Attitudes Toward Statistics (SATS-28) scale and technology acceptance was assessed by a Technology Acceptance Model scale at the end of the course. There was a statistically discernible (significant) gain in the scores of three of the four SATS dimensions: affection ( p = 0.006, Cohen's d = 0.442), cognitive competence ( p < 0.001, Cohen's d = 0.605), and difficulty ( p = 0.008, Cohen's d = 0.421). Acceptance of RStudio was moderate to high in 93% of the participants, without statistical differences between genders. RStudio can be useful in the teaching of statistics to medical students, being well accepted and positively associated with students' attitude toward statistics. Supplementary files for this article are available online.