The impact of COVID-19 on tertiary statistics teaching practices in Australia.

Kira Maher, A. Krause, Dan J. Miller
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Abstract

Statistical literacy, one of the core skills embedded in tertiary psychology education, is best taught using active learning pedagogy. Although a plethora of research has examined how the implementation of emergency online learning (EOL) in response to COVID-19 impacted teaching and learning in general, limited research has considered how this change affected tertiary teaching of psychology statistics specifically. We conducted an exploratory, two-phase, mixed-method study to consider how the implementation of EOL during COVID-19 impacted the teaching of research methods and statistics at tertiary institutions in Australia. A sample of 21 tertiary educators in Australia (52% females, 48% males), aged 26-55 (M = 39.75) completed an online survey, which included quantitative and qualitative items addressing experiences with online teaching and COVID-19 EOL. Of this cohort, we interviewed three educators about their experience in teaching statistics;changes in teaching conditions from 2019 to the present;challenges and advantages of EOL;and student satisfaction, engagement, and performance. Overall, we found that previous experience with online learning was a better indicator of success in EOL than years of teaching in general. Educators also felt underprepared and underresourced from their institutions. Many challenges of EOL were identified, with access to statistical software being the key challenge unique to teaching statistics. Overcoming technological inequities was recommended to improve EOL outcomes in the future. (PsycInfo Database Record (c) 2023 APA, all rights reserved)
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新冠肺炎疫情对澳大利亚高等教育统计教学实践的影响
统计素养是高等心理学教育的核心技能之一,最好采用主动学习教学法进行教学。尽管大量研究研究了为应对新冠肺炎而实施的紧急在线学习(EOL)对总体教学的影响,但有限的研究专门考虑了这一变化对心理学统计学高等教育的影响。我们进行了一项探索性的两阶段混合方法研究,以考虑新冠肺炎期间EOL的实施如何影响澳大利亚高等院校的研究方法和统计学教学。澳大利亚21名26-55岁(男性=39.75)的高等教育工作者(52%为女性,48%为男性)完成了一项在线调查,其中包括关于在线教学和新冠肺炎EOL经验的定量和定性项目。在这群人中,我们采访了三位教育工作者,了解他们在统计学教学方面的经验;2019年至今教学条件的变化;EOL的挑战和优势;以及学生满意度、参与度和表现。总的来说,我们发现以前的在线学习经验比多年的教学经验更能说明EOL的成功。教育工作者也感到准备不足,机构资源不足。EOL的许多挑战被确定,使用统计软件是统计学教学特有的关键挑战。建议克服技术上的不平等,以改善未来EOL的结果。(PsycInfo数据库记录(c)2023 APA,保留所有权利)
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