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Data Analytics in Health Care Paper
Data Analytics in Health Care Essay
I am also a bit skeptical about the future of analytics because of its implications on the medical profession, as well as the possible risks that come with the increased computerization. My experience is somewhat similar to yours with regards to the burden imposed by the implementation of data analytics in our healthcare organization. Though, steps are being taken to reduce the workload by hiring individuals who will purposely work at inputting and processing medical and institutional data. Data analytics means more work for healthcare professionals, which may or may not align with increased salaries. Additionally, it poses challenges in patient privacy and the security of critical data (McNeill, 2014). Patients are quite apprehensive of the possibility of having their information within the reach of hackers and other malicious people, and not many hospitals can afford the tools and software necessary to protect the information systems. A worrying number of healthcare providers continue to battle with developing an understanding of how huge bit data is, how to collect it, and use it efficiently (Schwartz, 2015). Their inadequacies in using data analytics for actionable mechanisms like coordination and population health management make them stall the process of implementing data analytics in their organizations. Further research is necessary to identify the barriers to instituting data analytics and possible solutions.
Both descriptive and predictive analytics reports will be necessary for the Accountable Care Organizations. Aside from proving the cost-effectiveness and quality of the institutions, it is vital to identify the short and long-term implications for the healthcare providers and patients (Bates, Saria, Ohno-Machado, Shah & Escobar, 2014). Predictive analytics provide the scores or forecasts used to determine various probabilities, such as the changes in demographics and .............GET AN AFFORDABLE PLAGIARISM FREE COPY