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You searched for id:"oai:digital.library.txstate.edu:10877/8132". One record found.

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Texas State University – San Marcos

1. Gritsenko, Elena. Health Care Analytics: Modeling Behavioral Risk Factors Associated With Disease.

Degree: Master of Health Information Management, Health Information Management, 2019, Texas State University – San Marcos

Currently, there is a lot of excitement in the healthcare field about using big data and healthcare analytics for disease risk prediction, clinical decision support, and overall support for personalized medicine. However, this excitement hasn’t effectively translated to improved clinical outcomes due to knowledge gaps, a lack of behavioral risk models and resistance to evidence-based practice. Reportedly, only 10-20% of clinical decisions are known to be evidence-based (Moskowitz, McSparron, Stone, & Celi, 2015) and this problem is further highlighted by the fact that the U.S. spends more money on healthcare per person than any other nation, while still wrestling with poor health outcomes (Barrett, Humblet, Hiatt, & Adler, 2013). Critics say there are inadequate technological resources and analytical education for clinicians to make big data useful in the clinical world (Neff, 2013). Healthcare technology innovators often neglect important aspects of the reality of integrating clinical data into healthcare solutions (Neff, 2013). In response to these problems, this study examines big data and healthcare analytics for use in clinical applications and suggests HIM professionals develop behavioral risk factor prediction models to bridge the gap between data scientists and clinicians. Advisors/Committee Members: McLeod, Alexander (advisor), Gibbs, David (committee member), Moczygemba, Jacqueline (committee member).

Subjects/Keywords: Healthcare; Analytics; Health Information Management; HIM; Behavioral risk factors

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Gritsenko, E. (2019). Health Care Analytics: Modeling Behavioral Risk Factors Associated With Disease. (Masters Thesis). Texas State University – San Marcos. Retrieved from https://digital.library.txstate.edu/handle/10877/8132

Chicago Manual of Style (16th Edition):

Gritsenko, Elena. “Health Care Analytics: Modeling Behavioral Risk Factors Associated With Disease.” 2019. Masters Thesis, Texas State University – San Marcos. Accessed May 25, 2019. https://digital.library.txstate.edu/handle/10877/8132.

MLA Handbook (7th Edition):

Gritsenko, Elena. “Health Care Analytics: Modeling Behavioral Risk Factors Associated With Disease.” 2019. Web. 25 May 2019.

Vancouver:

Gritsenko E. Health Care Analytics: Modeling Behavioral Risk Factors Associated With Disease. [Internet] [Masters thesis]. Texas State University – San Marcos; 2019. [cited 2019 May 25]. Available from: https://digital.library.txstate.edu/handle/10877/8132.

Council of Science Editors:

Gritsenko E. Health Care Analytics: Modeling Behavioral Risk Factors Associated With Disease. [Masters Thesis]. Texas State University – San Marcos; 2019. Available from: https://digital.library.txstate.edu/handle/10877/8132

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