Importance of Advanced Techniques in Data Analytics Health Coursework (Coursework Sample)

Importance of Advanced Techniques in Data Analytics
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Importance of Advanced Techniques in Data Analytics
Importance of Data Quality to the Health Care Facility
A health care facility collects patient's data for reasons important to the patient and the facility, such as improving the service quality. However, service quality cannot be improved or demonstrated if the data collected is low in quality (Schmidt & Clifford Ko, 2012). For the health care facility to enhance safety, effectiveness, and efficiency, the quality of data collected is crucial.
How Sampling and Probability affect Quality Data on Public Reporting Sites
Sampling and probability give a general representation of the quality and pricing of services from health care facilities. Because the data on public reporting sites is accessible to the public, many healthcare facilities are keen to ensure that the data entered is of high quality (Laschober et al., 2007). If sampling indicates that the average data is of poor quality, the facilities' response improves quality while maintaining a reasonable price for the services.