1.Social determinants of health: Analysis of the effect of socio-environmental factors to diseases, injury-related DALYs, and deaths based on WHO, ILO, and WB data.
Jinky Leilanie LU ; Paolo L. CONCEPCION
Acta Medica Philippina 2025;59(20):72-84
INTRODUCTION
The social determinants of health refer to an individual's social, political, and economic situation and environment, which can have an impact on their health. On the other hand, disability-adjusted life years (DALYs) reflect the mortalities and morbidities incurred due to disease and injury.
OBJECTIVESThis study aims to analyze the social determinants of health indicators and their association with communicable, non-communicable, and injury-related DALYs and deaths.
METHODSData from World Health Organization, World Bank, and International Labor Organization were used and considered for the 17 Social Determinants of Health categories. Logistic regression was used to determine the relationship of social determinants of health indicators with communicable, non-communicable, and injury-related DALYs and deaths.
RESULTSResults show that an increase in the population, monetary poverty, adult illiteracy, and fine particulate matter increase IPNN DALYs. This study also found correlations of socioeconomic factors to NCD deaths and DALYs attributable to the environment. NCD DALYs and deaths are found to increase with the number of poor living with 3.10 dollars a day, while median daily per capita income, and increase in persons above retiring age receiving pension decrease NCD DALYs attributable to the environment. Focusing on injury DALYs and deaths, an increase in the number of poor living at 3.10 dollars a day, non-agricultural informal employment, and total average concentration of f ine particulate matter increases injury DALYs while the latter is observed to decrease when there is an increase in the medial daily per capita income, agricultural employment outside the formal sector, and vulnerable persons covered by social assistance.
CONCLUSIONSocio-economic factors such as income, employment, education, and social welfare program affect morbidity, disability, and mortality.
Human ; Social Determinants Of Health ; Disability-adjusted Life Years ; Injury ; Wounds And Injuries ; Morbidity ; Mortality
2.A linear regression analysis of factors affecting social determinants of health indicators.
Jinky Leilanie LU ; Paolo L. CONCEPCION
Acta Medica Philippina 2025;59(19):59-70
BACKGROUND
Social determinants of health are wider set of forces and systems that greatly influence an individual’s health outcomes.
OBJECTIVEThis study aims to determine the socio-economic indicators that influence certain health indicators focusing on maternal and children under-5 health.
METHODSSelected data from from the World Health Organization (WHO), World Bank, and International Labor Organization (ILO) were primarily used to model health outcomes such as mortality rates, disability-adjusted life years, and deaths and injuries due to occupational injuries. A total of 194 countries were considered as respondents in this study. Linear hierarchical multiple regression was used to determine the relationship of social determinants of health on life expectancy at birth, maternal mortality ratio (per 100,000 live births), under-5 years mortality ratio, prevalence of overweight in children under-5 years, and death rate (per 100,000 population).
RESULTSData from 194 countries shows that the global average life expectancy is 55.7 years. The global average maternal mortality ratio is 1119.509 per 100,000 live births, and maternal mortality is significantly increased by factors such as increase in total vulnerable employment, total unemployment, and CPIA gender equality rating. Focusing on children’s health outcomes, the global average under-5 mortality rate was 102.247 per 100,000 live births. Mortality rate for children under-5 increases with total vulnerable employment and total unemployment, while adult literacy rate, 1 medical doctor per 10,000 population, and food safety level decreases under-5 mortality rates. The global overweight prevalence in children under-5 is 10.389%. The increase in average monthly earnings of employees working in service and sales increases its prevalence. For death rate, the global average is 682.818 per 100,000 population. This is further positively affected by an increase in rural population and total unemployment. On the other hand, adult literacy rate decreases death rate.
CONCLUSIONSocio-economic factors such as income, education, employment, and government support influence maternal and children under-5 health indicators. Thus, programs, projects, and activities that aim to positively affect the health of the public should be holistic and should also focus on positively altering the health behavior of the public.
Human ; Social Determinants Of Health ; Maternal Mortality ; Mortality


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