Prevalence of Diabetes and Related Factors of Diabetes Among Adult Pima Indian Women

DOI

10.2991/978-94-6463-992-6_29How to use a DOI?

Keywords

Diabetes; The population prevalence; Confidence interval estimators; Multivariable linear regression; T-test

Abstract

In this paper, we use the existing pima indians diabetes database to estimate the population prevalence of patients with diabetes by using the confidence interval estimators, which the result is 31.52% to 38.27%. At the same time, we use multivariable linear regression statistical analysis to find out the main significant factors affecting diabetes including Pregnancies, Glucose, Blood Pressure, BMI, Diabetes Pedigree Function. And further through the T-test, we analyze and conclude that there are significant differences of mean Pregnancies, Glucose, BMI, Diabetes Pedigree Function for diabetic patients and non diabetic patients. On this basis, we give relevant suggestions for the diagnosis and treatment of diabetes, so as to find diabetes earlier or relatively reduce the incidence of diabetes.

Copyright

© 2026 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Yuang Chen
PY  - 2026
DA  - 2026/02/20
TI  - Prevalence of Diabetes and Related Factors of Diabetes Among Adult Pima Indian Women
BT  - Proceedings of the 2025 4th International Conference on Mathematical Statistics and Economic Analysis (MSEA 2025)
PB  - Atlantis Press
SP  - 310
EP  - 318
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-992-6_29
DO  - 10.2991/978-94-6463-992-6_29
ID  - Chen2026
ER  -