Symbolic regression analysis of national data from 1995 to 2014 revealed that heredity had a more significant influence (60.08%) than lifestyle (39.92%) on heart disease mortality in the Philippines.
Observational
Statistical modeling of Philippine national data from 1995-2014 indicates a quadratic increase in heart disease mortality, driven more by heredity than lifestyle factors, highlighting the need for targeted health education.
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
Deguma et al. (Thu,) conducted a observational in Heart disease mortality. Symbolic regression analysis of national data from 1995 to 2014 revealed that heredity had a more significant influence (60.08%) than lifestyle (39.92%) on heart disease mortality in the Philippines.
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