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Communication

Enhancing Medical Education Through Statistics: Bridging Quantitative Literacy and Sports Supplementation Research for Improved Clinical Practice

by
Alexander A. Huang
1,2,* and
Samuel Y. Huang
1,3
1
Department of Computer Science, Cornell University, Ithaca, NY 14850, USA
2
Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
3
School of Medicine, Virginia Commonwealth University, Richmond, VA 23298, USA
*
Author to whom correspondence should be addressed.
Nutrients 2025, 17(15), 2463; https://doi.org/10.3390/nu17152463
Submission received: 12 May 2025 / Revised: 20 June 2025 / Accepted: 4 July 2025 / Published: 28 July 2025
(This article belongs to the Special Issue The Role of Sports Supplements in Sport Performance)

Abstract

In modern medical education, a robust understanding of statistics is essential for fostering critical thinking, informed clinical decision-making, and effective communication. This paper explores the synergistic value of early and continued statistical education for medical students and residents, particularly in relation to the expanding field of sports supplementation and its impact on athletic performance. Early exposure to statistical principles enhances students’ ability to interpret clinical research, avoid cognitive biases, and engage in evidence-based practice. Continued statistical learning throughout residency further refines these competencies, enabling more sophisticated analysis and application of emerging data. The paper also addresses key challenges in integrating statistics into medical curricula—such as limited curricular space, student disengagement, and resource constraints—and proposes solutions including interactive learning, case-based teaching, and the use of public datasets. A unique emphasis is placed on connecting statistical literacy to the interpretation of research in sports science, particularly regarding the efficacy, safety, and ethical considerations of sports supplements. By linking statistical education to a dynamic and relatable domain like sports performance, educators can not only enrich learning outcomes but also foster lasting interest and competence in quantitative reasoning. This integrated approach holds promise for producing more analytically proficient and clinically capable physicians.
Keywords: statistics; education; machine learning, medical education statistics; education; machine learning, medical education

Share and Cite

MDPI and ACS Style

Huang, A.A.; Huang, S.Y. Enhancing Medical Education Through Statistics: Bridging Quantitative Literacy and Sports Supplementation Research for Improved Clinical Practice. Nutrients 2025, 17, 2463. https://doi.org/10.3390/nu17152463

AMA Style

Huang AA, Huang SY. Enhancing Medical Education Through Statistics: Bridging Quantitative Literacy and Sports Supplementation Research for Improved Clinical Practice. Nutrients. 2025; 17(15):2463. https://doi.org/10.3390/nu17152463

Chicago/Turabian Style

Huang, Alexander A., and Samuel Y. Huang. 2025. "Enhancing Medical Education Through Statistics: Bridging Quantitative Literacy and Sports Supplementation Research for Improved Clinical Practice" Nutrients 17, no. 15: 2463. https://doi.org/10.3390/nu17152463

APA Style

Huang, A. A., & Huang, S. Y. (2025). Enhancing Medical Education Through Statistics: Bridging Quantitative Literacy and Sports Supplementation Research for Improved Clinical Practice. Nutrients, 17(15), 2463. https://doi.org/10.3390/nu17152463

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