First Advisor
William Harry York
Date of Award
Spring 6-16-2024
Document Type
Thesis
Degree Name
Bachelor of Science (B.S.) in Data Science and University Honors
Department
Mathematics and Statistics
Language
English
Subjects
Osteoporosis, Regression, Eugenics, Calcium Supplementation, Bone Mineral Density
DOI
10.15760/honors.1544
Abstract
Osteoporosis is a condition which poses a significant health threat, particularly among women during the menopause transition, where accelerated bone loss increases fracture risk. Calcium supplementation has been shown to be an important intervention to mitigate bone mineral density (BMD) decline during this and other periods of life. However, the efficacy of calcium supplementation is influenced by various individual factors, including demographics and lifestyle habits. This study investigates the interaction between calcium supplement use, and several interaction terms on bone health in women. Multiple linear regression analysis is employed to assess the impact of these factors on BMD. Data from the Study of Women's Health Across the Nation (SWAN) dataset, representing diverse racial/ethnic backgrounds, are utilized. The findings aim to inform personalized strategies for optimizing bone health and preventing osteoporotic fractures in postmenopausal women.
Persistent Identifier
https://archives.pdx.edu/ds/psu/42144
Recommended Citation
Talbot, Vix, "Examining the Interaction Between Calcium Supplement Use, Demographics, and Lifestyle Factors on Bone Health in Women" (2024). University Honors Theses. Paper 1512.
https://doi.org/10.15760/honors.1544