Medicine and Health Sciences Commons^™

Studying Public Perception About Vaccination: A Sentiment Analysis Of Tweets, Viju Raghupathi, Jie Ren, Wullianallur Raghupathi

Publications and Research

Text analysis has been used by scholars to research attitudes toward vaccination and is particularly timely due to the rise of medical misinformation via social media. This study uses a sample of 9581 vaccine-related tweets in the period 1 January 2019 to 5 April 2019. The time period is of the essence because during this time, a measles outbreak was prevalent throughout the United States and a public debate was raging. Sentiment analysis is applied to the sample, clustering the data into topics using the term frequency–inverse document frequency (TF-IDF) technique. The analyses suggest that most (about 77%) of the …

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. …

Case Presentation On Urinary Bladder Cancer And Cysto-Prostatectomy, Tetiana Soloviova

Publications and Research

Patients who have invasive bladder cancer (spread to different tissues and organs) may need to have a radical cystectomy type of surgery. In male patients, the surgeon usually removes the prostate and seminal vesicles in addition to the bladder, parts of the ureters, and lymph nodes (Nicholson, 2017, ¶ 1)

In our case a reconstructive surgery followed right after removing of the bladder and prostate gland. A different way of urine to be stored and passed from the patient’s body was created by the surgeon. A part of small intestine was used to make up a reservoir that will serve …

My Preferred Pronoun Is She: Understanding Transgender Identity And Oral Health Care Needs, Diana V. Macri, Kate Wolfe

Publications and Research

This literature review summarizes current research and evidence regarding transgender persons and oral health. Methods: A search of the literature was conducted in the following databases: PubMed, Google Scholar, EBSCO Host, Science Direct, and Wiley Online Library using the keywords "transgender identity, gender non-conforming, discrimination, transition, binary systems, transgender oral cavity, transgender, transgender oral health, transgender dental health." Articles published from 2000 to 2017 in both peer-reviewed and non-peer reviewed journals, which reported information regarding the oral health status of transgender populations, were selected for review. Results: The search revealed 18 articles, only 7 of which pertained to the oral …

Shaping The Future Of Trusted Digital Identity: The Idef Registry With Health Information Use Cases, Noreen Y. Whysel

Publications and Research

No abstract provided.

Benchmarking Hospital Performance Using Health Analytics, Viju Raghupathi, Wullianallur Raghupathi

Publications and Research

Background: The objective of this study is to investigate hospital performance using an emerging analytics approach. Given that hospital care accounts for a large segment of healthcare spending, it is essential that hospital performance be measured over time to determine whether and where there is room for improvement in some of its critical success factors, and if there are savings to be found.

Methods: Employing indicators such as hospital cost, in-hospital death rate, length of hospital stay, and the number of discharges from the hospital, we look at the trends for these indicators over a 10-year period. Data was extracted …

A Neural Network Analysis Of Treatment Quality And Efficiency Of Hospitals, Viju Raghupathi, Wullianallur Raghupathi

Publications and Research

Objectives: Due to the escalating healthcare expenditure and the number of hospitalizations, it is becoming increasingly important for healthcare organizations to evaluate the cost and improve the quality and efficiency of treatment.

Method: We deploy neural networks to examine the strategic association between hospitalization experience and treatment results. The healthcare data for the years 2009-2012 are downloaded from the Statewide Planning and Research Cooperative System (SPARCS) of the New York State Department of Health (NYSDOH). We operationalize the hospitalization experience using the indicators facility ID, procedure description, type of admission, patient disposition upon discharge, APR severity of illness, source of …

Big Data Analytics In Healthcare: Promise And Potential, Wullianallur Raghupathi, Viju Raghupathi

Publications and Research

Objective To describe the promise and potential of big data analytics in healthcare.

Methods The paper describes the nascent field of big data analytics in healthcare, discusses the benefits, outlines an architectural framework and methodology, describes examples reported in the literature, briefly discusses the challenges, and offers conclusions.

Results The paper provides a broad overview of big data analytics for healthcare researchers and practitioners.

Conclusions Big data analytics in healthcare is evolving into a promising field for providing insight from very large data sets and improving outcomes while reducing costs. Its potential is great; however there remain challenges to overcome.