Date of Award
Fall 11-21-2025
Document Type
Dissertation
Degree Name
Ph.D. in Quantitative Research Methods
Organizational Unit
Morgridge College of Education, Research Methods and Information Science, Research Methods and Statistics
First Advisor
Duan Zhang
Second Advisor
Kaipeng Wang
Third Advisor
Shimelis Assefa
Copyright Statement / License for Reuse

All Rights Reserved.
Keywords
Course modality, Higher education, Mixed methods research, Social Cognitive Theory, Statistics education, Undergraduate learning
Abstract
The importance of statistical literacy has become increasingly evident, as individuals grapple with interpreting statistics to inform critical decisions. Despite the recognized significance of statistical literacy, challenges persist in both educators’ and students’ efforts to navigate the complexities of statistics education. The purpose of this study is to explore the impact of different course modalities on undergraduate students’ academic performance in introductory statistics courses. Using Social Cognitive Theory (SCT) as a theoretical framework, this research aims to shed light on the complex dynamics influencing statistical literacy attainment. By addressing gaps and inconsistencies in the current literature, this study seeks to provide actionable insights for educators to improve teaching approaches and enhance student engagement in introductory statistics courses. The findings hold implications for instructional practices and the promotion of statistical literacy, which are essential for navigating our datacentric society.
Copyright Date
11-2025
Publication Statement
Copyright is held by the author. User is responsible for all copyright compliance.
Rights Holder
Becky Kelleman
Provenance
Received from ProQuest
File Format
application/pdf
Language
English (eng)
Extent
181 pgs
File Size
1.5 MB
Recommended Citation
Kelleman, Becky, "Exploring the Impact of Statistics Course Modality on Student Learning: A Mixed Methods Approach" (2025). Electronic Theses and Dissertations. 2673.
https://digitalcommons.du.edu/etd/2673
Included in
Curriculum and Instruction Commons, Higher Education Commons, Language and Literacy Education Commons, Other Statistics and Probability Commons, Science and Mathematics Education Commons