Analysis of Reported Cases of Diabetes Disease in Nigeria: A Survival Analysis Approach

Adedotun, Adedayo F. and Odusanya, Oluwaseun A. and Okagbue, H. I. and Ogundile, O. P. (2022) Analysis of Reported Cases of Diabetes Disease in Nigeria: A Survival Analysis Approach. International Journal of Sustainable Development and Planning, 17 (2). pp. 643-647.

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Abstract

The goal of this study is to look at the survival time distribution for diabetes patients at the National Hospital Abuja, taking into account a variety of variables. The Kaplan Meierestimator indicated that there is no statistically significant difference in the distribution of survival time by sex, despite the fact that married patients were seen to live longer than single patients. Patients in urban and rural areas had the same estimated survival distribution after testing. It is observed that the Cox proportional model was significant when tested since the pvalue = 0.000 was less than the 0.05 threshold. The distribution of survival time for patients with diabetes is shown to be substantially different for patients of the four age categories included in the study, indicating that the relative risk of patients is based on age. Every patient is predicted to acquire the danger at about the same time, with no sex-related multiplication impact. It was found out that the disease's prevalence is unaffected by several of the variables studied, indicating that more regular medical checks are required.

Item Type:	Article
Uncontrolled Keywords:	survival function, Kaplan-Meier estimator, cox regression, covariates, diabetes
Subjects:	Q Science > QA Mathematics
Divisions:	Faculty of Engineering, Science and Mathematics > School of Mathematics
Depositing User:	nwokealisi
Date Deposited:	10 Nov 2023 07:46
Last Modified:	10 Nov 2023 07:46
URI:	http://eprints.covenantuniversity.edu.ng/id/eprint/17547

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