Intersecting Paths to Health: A Factor Analysis Approach to Socioeconomic and Environmental Determinants in Indiana
Siavash Ghorbany1, Ming Hu1,2, Siyuan Yao3
1Department of Civil and Environmental Engineering and Earth Sciences, College of Engineering, University of Notre Dame, Notre Dame, IN 46556, USA.
Abstract:
Public health is the basis of society's well-being and the nation's development. Despite the importance of this factor and huge investments in the health sector in the United States, public health is facing enormous challenges due to the unknown nature of the influential variables in this sector. This research aims to investigate the influential variables on public health from different sources including the demographic features, built environment, socioeconomic variables, and environmental factors impact on 30 major health issues. To achieve this goal, this study utilizes exploratory factor analysis and multiple regression methods on the data obtained from the state of Indiana. The results indicated that health issues and influential factors can be divided into five main factors. This study identifies Health Burdens and Socioeconomic Disparities as a key factor, encompassing a wide range of health issues and socioeconomic variables, highlighting a significant association between socioeconomic disparities, poor health outcomes, and environmental exposures. The analysis underscores the intricate relationship between socioeconomic status, health behaviors, chronic diseases, and environmental factors, suggesting that effective interventions must address healthcare access, quality, and broader determinants of health to improve outcomes in affected communities. The results of this study can be helpful to public health policymakers, urban planners, and future public health researchers.
Related Concept Videos
Dimensions of Health and Illness
Factors Affecting Illness
For instance, risk factors are connected to illness,...
Statistical Methods for Analyzing Epidemiological Data
Models of Health Promotion and Illness Prevention II
The agent-host-environment model states that disease results...
Bias in Epidemiological Studies
Lifestyle Factors and Health
Benefits of Physical Activity
Physical activity, whether through structured exercise or casual activities like walking, biking, or dancing, is a cornerstone of a...


