The Health-Mortality Approach in Estimating the Healthy Life Years Lost Compared to the Global Burden of Disease Studies and Applications

TL;DR

This paper introduces new methods to estimate healthy life years lost using mortality data and compares these with existing global health metrics, enhancing understanding of health expectancy and disability impacts.

Contribution

It develops a novel mortality-based model for estimating healthy life years lost, incorporating the Health State Function and first exit time theory, with applications to WHO data.

Findings

Proposed a simple model for the characteristic parameter b related to disability.

Developed direct estimation methods for parameter b from life tables.

Applied Gompertz and Weibull models to estimate healthy life years lost.

Abstract

We propose a series of methods and models in order to explore the Global Burden of Disease Study and the provided healthy life expectancy HALE estimates from the World Health Organization WHO based on the mortality mx of a population provided in a classical life table and a mortality diagram. Our estimates are compared with the HALE estimates for the World territories and the WHO regions along with providing comparative results with to findings of Chang, Molla, Truman et al. (2015) on the Differences in healthy life expectancy for the US population by sex, race or ethnicity and geographic region in 2008 and from Yong and Saito (2009) regarding Trends in healthy life expectancy in Japan. From the mortality point of view we have developed a simple model for the estimation of a characteristic parameter b related to the healthy life years lost to disability and providing full application details along with characteristic parameter selection and stability of the coefficients. We also provide a direct estimation method of the parameter b from the life tables. We straighten the importance of our methodology by proposing and applying estimates of the parameter b by using the Gompertz and the Weibull models. From the Health State point of view we summarize the main points of the first exit time theory to life table data and present the basic models starting from the first related model published by Janssen and Skiadas (1995). Even more we develop the simpler 2-parameter health state model and an extension of a model expressing the infant mortality to a 4-parameter model which is the simpler model providing very good fitting on the logarithm of the force of mortality. More important is the use of the Health State Function and the relative impact on mortality to find an estimate for the healthy life years lost to disability.