Open Access. Powered by Scholars. Published by Universities.®
Articles 1 - 2 of 2
Full-Text Articles in Medicine and Health Sciences
Data Mining Twitter For Cancer, Diabetes, And Asthma Insights, Kimberly Chulis
Data Mining Twitter For Cancer, Diabetes, And Asthma Insights, Kimberly Chulis
Open Access Dissertations
Twitter may be a data resource to support healthcare research. Literature is still limited related to the potential of Twitter data as it relates to healthcare. The purpose of this study was to contrast the processes by which a large collection of unstructured disease-related tweets could be converted into structured data to be further analyzed. This was done with the objective of gaining insights into the content and behavioral patterns associated with disease-specific communications on Twitter. Twelve months of Twitter data related to cancer, diabetes, and asthma were collected to form a baseline dataset containing over 34 million tweets. As …
Risks And Health Consequences Of Forgoing, Delaying, Or Having Trouble Accessing Needed Health Care Among Medicare Beneficiaries, Angelitta M. Spells
Risks And Health Consequences Of Forgoing, Delaying, Or Having Trouble Accessing Needed Health Care Among Medicare Beneficiaries, Angelitta M. Spells
Open Access Dissertations
Medicare provides health care coverage for approximately 93% of non-institutionalized older adults. Compared to uninsured adults, Medicare beneficiaries have greater access to needed healthcare including preventative care. However, disparities in accessing needed health care still exist among Medicare beneficiaries. Prior research has described barriers to accessing needed health care among older Medicare beneficiaries, such as transportation and health system characteristics, but little is known about prevalence, risks, or health consequences of older Medicare beneficiaries delaying, forgoing, or having trouble accessing needed health care. The three studies included in this dissertation followed a nationally representative sample of older Medicare beneficiaries to …