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Repurposing a Peer-Reviewed Publication to Engage Students in Statistics: An Illustration of Study Design, Data Collection, and Analysis

Authors :
Ciaran Evans
William Cipolli
Zakary A. Draper
John-Tyler Binfet
Source :
Journal of Statistics and Data Science Education. 2023 31(3):236-247.
Publication Year :
2023

Abstract

Engaging and motivating students in undergraduate statistics courses can be enhanced by using topical peer-reviewed publications for analyses as part of course assignments. Given the popularity of on-campus therapy dog stress-reduction programs, this topic fosters buy-in from students whilst providing information regarding the importance of mental health and well-being as it impacts learning. This article describes how instructors can use a study on the benefits of human-dog interactions to teach students about study design, data collection and ethics, and hypothesis testing. The data and research questions are accessible to students without requiring detailed subject-area knowledge. Students can think carefully about how to collect and analyze data from a randomized controlled trial with two-sample hypothesis tests. Instructors can use these data for short in-class examples or longer assignments and assessments, and throughout this article, we suggest activities and discussion questions. Supplementary materials for this article are available online.

Details

Language :
English
ISSN :
2693-9169
Volume :
31
Issue :
3
Database :
ERIC
Journal :
Journal of Statistics and Data Science Education
Notes :
https://github.com/ciaran-evans/dog-data-analysis
Publication Type :
Academic Journal
Accession number :
EJ1404911
Document Type :
Journal Articles<br />Reports - Descriptive
Full Text :
https://doi.org/10.1080/26939169.2023.2238018