Analyzing Heart Disease Mortality of Filipino: From Statistical Modeling to Health and Lifestyle Education Implications

Jabin J.  Deguma; Emerson D.  Peteros; Reylan G.  Capuno; Ricardo Q.  Ybañez; Danilo F.  Cebe; Helen O.  Revalde; Regina E.  Sitoy; Melona C.  Deguma

doi:10.36941/ajis-2021-0102

Authors

Jabin J. Deguma College of Education, Cebu Technological University, Cebu City, Philippines
Emerson D. Peteros College of Education, Cebu Technological University, Cebu City, Philippines
Reylan G. Capuno College of Education, Cebu Technological University, Cebu City, Philippines
Ricardo Q. Ybañez College of Education, Cebu Technological University, Cebu City, Philippines
Danilo F. Cebe College of Education, Cebu Technological University, Cebu City, Philippines
Helen O. Revalde College of Education, Cebu Technological University, Cebu City, Philippines
Regina E. Sitoy College of Education, Cebu Technological University, Cebu City, Philippines
Melona C. Deguma College of Education, Cebu Technological University, Cebu City, Philippines

DOI:

https://doi.org/10.36941/ajis-2021-0102

Keywords:

heart diseases mortality, time series, symbolic regression, health and lifestyle guidance

Abstract

This paper contributes an interdisciplinary cross-over in studying heart disease mortality of Filipino. First, it validates previous studies on heart diseases via ascertaining statistical models of analyses that estimate heart disease mortality predictability in the Philippines. It then proceeds to understand the implications of the issue through promoting health and lifestyle education. To do this, first, the report from the Epidemiology Bureau of the Department of Health (EBDOH) on mortality cases of diseases of the heart in the Philippines. Based on the statistical analyses, time series analysis suggested that the growth of heart disease mortality in the Philippines followed a quadratic trend. Moreover, symbolic regression (SR) analysis revealed that heredity has more significant influence over lifestyle between the identified factors. Based on the proposed models, this paper implies furthering community-oriented health and wellness programs as practical means to avoid untimely deaths brought by the said diseases.

Received: 4 March 2021 / Accepted: 6 May 2021 / Published: 8 July 2021