Homework: Importance of Advanced Techniques in Data Analytics
Data is widely used by the health care industry, its stakeholders, and the community at large to understand and anticipate trends in diseases and other health issues, treatments, and preventions. Therefore, it is imperative that the data provided to all stakeholders is timely, accurate, and useful.
Write a paper that explains data advanced techniques in data analytics. You will reference your Week Four Benchmark Homework-Using Data to Address Quality Measures to complete this presentation.
Include the following in your paper:
a. Explain the importance of data quality to the health care facility reference in your Week Four homework.
b. Explain how sampling and probability affect quality data on public reported sites, such as Hospital Compare.
c. Explain the importance of data mapping and scrubbing to the health care facility reference in your Week Four homework.
d. Identify two possible errors in data that could cause issues for the health care facility in your Week Four homework
e. Describe how the health care facility can ensure their data is clean.
Format your homework according to the give formatting requirements:
a. The answer must be double spaced, typed, using Times New Roman font (size 12), with one-inch margins on all sides.
b. The response also includes a cover page containing the title of the homework, the course title, the student's name, and the date. The cover page is not included in the required page length.
c. Also include a reference page. The references and Citations should follow APA format. The reference page is not included in the required page length.