Week 4 Discussion

In identifying data and the data sources in the healthcare setting, collecting accurate data typically supports efforts of reducing some healthcare disparities as well as creating equal care for all individuals. While assessing the usefulness plus the competence of healthcare services, the hospital length of stay beside the discharge destination exists as important outcome measures. The data which can be collected on the healthcare setting includes both the existing and the program generated data, for example, the data from the surveys conducted. The observational length of stay as well as the distance destination data which can be collected manually from the ward-based sources for instance; the paper-based inpatient health records, nursing transfer annals, paper-based ward release or the handover records, direct observation through a qualified individual, and twenty-four hours recall of essential healthcare workers. Moreover, some patient-reported data like the pharmacy records and laboratory results are also collected. This data is typically collected on the medical records of the hospital which are kept either on the hospital’s database system or manually kept in the recording books.

The optimum sample size is a critical factor of any research being carried out. The sample size is simply the total number of participants in a sample. It is considered as a basic statistical standard with which the sample size is defined before the commencement of a clinical study to avoid partiality while analyzing the results.

Data analysts are mostly the individuals who are mandated to analyze the data collected for example in a hospital setting since they have enough skills and proficiency to provide the actual and real data. They are involved in data capture, data provisioning as well as data analysis. Therefore they are given this responsibility of analyzing and presenting the data to the leadership organization like the managers plus the frontline staff.

In the United States healthcare system, the quality measurement seems to be troubled. Hospitals, as well as physicians, typically regard measurement as burdensome, inaccurate and expensive besides being unresponsive to the intricacy of care delivery. The patients together with the healthcare providers usually consider that performance reporting omits what means most to them and thus fails to deliver the information they require to generate some good decisions. Some of these pitfalls include; holding on to metrics for a long duration, blindly trusting figures and measurements involving oneself.

For effective measurements of organization performance, it is always good to measure what is significant and measure the correct things. In determining what is right to measure, form criteria to define the vital business processes, for instance, the usage of the measurements of the influence on clients, the sales, and the bottom-line, the profits among others.