Medicine and Health Sciences Commons^™

A Stroke Of Misfortune, Madison Ruffo

Capstones

In May 2019 my great grandmother, Carmel Ruffo, went to the hospital for a bowel impaction. One month and one stroke later she died. Since then, my great uncle–her son–has worked tirelessly seeking answers about the nature of his mother’s death. But the healthcare industry is a labyrinth of mind-boggling jargon, complex policies, and too-often dead ends.

In this story, the reader follows my uncle and me, just one of the hundreds of thousands of grieving families who suspect medical error contributed to their loved one’s death, as we navigate the bureaucracy of New York’s healthcare system and dig for …

Development Of A Hospital Readmission Reduction Program For Patients Discharged To Skilled Nursing Facilities: An Application Of Artificial Intelligence And Machine Learning Techniques, Anna Stachel

Dissertations and Theses

Background

Hospital readmissions within 30 days after discharge have drawn national policy attention as they are a reflection of suboptimal patient care. Readmissions are costly, accounting for more than $17 billion in potentially avoidable Medicare expenditures - nearly 78% of readmissions may be avoidable. Rich electronic data from medical records, growing computing capacities, and open source machine learning algorithms offer new opportunities to predict patients at high risk for readmission and prevent readmission through focused interventions. Prediction models might also serve to provide a more nuanced context of patient characteristics that lead to variations in readmission rates. Furthermore, transitional care …

Healthcare Expenditure And Economic Performance: Insights From The United States Data, Viju Raghupathi, Wullianallur Raghupathi

Publications and Research

This research explores the association of public health expenditure with economic performance across the United States. Healthcare expenditure can result in better provision of health opportunities, which can strengthen human capital and improve the productivity, thereby contributing to economic performance. It is therefore important to assess the phenomenon of healthcare spending in a country. Using visual analytics, we collected economic and health data from the Bureau of Economic Analysis and the Bureau of Labor Statistics for the years 2003–2014. The overall results strongly suggest a positive correlation between healthcare expenditure and the economic indicators of income, GDP, and labor productivity. …

Understanding The Dimensions Of Medical Crowdfunding: A Visual Analytics Approach, Jie Ren, Viju Raghupathi, Wullianallur Raghupathi

Publications and Research

Background: Medical crowdfunding has emerged as a growing field for fundraising opportunities. Some environmental trends have driven the emergence of campaigns to raise funds for medical care. These trends include lack of medical insurance, economic backlash following the 2008 financial collapse, and shortcomings of health care regulations.

Objective: Research regarding crowdfunding campaign use, reasons, and effects on the provision of medical care and individual relationships in health systems is limited. This study aimed to explore the nature and dimensions of the phenomenon of medical crowdfunding using a visual analytics approach and data crawled from the GoFundMe crowdfunding platform in 2019. …