Work

Socioeconomic Determinants of State - Level Healthcare Quality in the U. S.: A Comparative Analysis of Predictive Models

Year: 2024

Type: article

Abstract: This study investigates the socioeconomic determinants of healthcare quality in the United States using advanced statistical and machine learning techniques, including regression models, Random Forests, and Neural Networks. By analyzing data from 2016 to 2019, the research identifies key predictors of life expectancy and evaluates the efficacy of various models in capturing the complex interplay of socioeconomic factors. The findings provide critical insights for policymakers aiming to improve healthcare outcomes.

Source: International Journal of Science and Research (IJSR)

DOI: 10.21275/sr24903112649

Authors: Ethan Lau, Isabelle Hu, Erin Kim, Kiela King

Institution: Menlo School

Language: English

Topic: Health disparities and outcomes

Subfield: Health

Field: Social Sciences

Domain: Social Sciences

SDGs: Good health and well-being, Reduced inequalities

Open Access status: diamond

OpenAlex ID: W4402332308

FWCI:

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Related to: 10