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Title: Improving Biostatistics Instruction through an Iterative Flipped Classroom Approach
Preparing students for STEM careers requires educational approaches that bridge conceptual understanding with practical skill development. This is particularly critical in biostatistics, a foundational course for students pursuing careers in research and data-driven fields. Traditional instruction often emphasizes conceptual knowledge without providing sufficient opportunities for authentic, hands-on data analysis. Research-embedded flipped classroom (REFC) models offer a promising alternative by delivering conceptual content through pre-class videos and using in-class time for guided analysis of real-world data. This approach may enhance students’ statistical proficiency, analytical confidence, and perceptions of STEM careers. This study evaluated the iterative implementation of a REFC model across three cohorts of undergraduate students enrolled in biostatistics courses at two Historically Black Colleges and Universities (HBCUs). A total of 493 responses from 359 students were analyzed using a factorial design comparing traditional instruction (IAU) with three REFC iterations. Measures included a 20-item biostatistics quiz (ω = .75–.84), the 12-item Career Interest Questionnaire (CIQ; ω = .92–.96), and the 25-item STEM Semantics Survey (STEMSS; ω = .79–.92). Results revealed a significant interaction between instructional cohort and time of assessment for biostatistics knowledge, F(3, 427) = 7.15, p < .001, η_p² = .05. Only Cohort 3—characterized by consistent instructional strategies, conceptual review during class, and use of StatCrunch software—showed significant gains from pre- to post-test and outperformed both the IAU and earlier REFC cohorts. No significant changes were observed across cohorts on measures of STEM interest or attitudes. Findings suggest that iterative refinement of REFC strategies can meaningfully improve students’ biostatistics knowledge, though additional supports may be needed to influence career interests. Recommendations include structured in-class reviews, learner-aligned technology, and modest incentives for engagement. Further research is needed to explore how enhanced statistical skills can translate into long-term STEM career aspirations, particularly across diverse institutional contexts and earlier stages of education.  more » « less
Award ID(s):
2117087
PAR ID:
10675194
Author(s) / Creator(s):
; ;
Publisher / Repository:
Hawaii International Conference on Education
Date Published:
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
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