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Capella University
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VILLA HEALTH HAC ANALYSIS INTRODUCTION ■ Statistical data is an important part of decision making for any organization today, most especially health care organizations such as St. Anthony Medical Center . ■ Decision making is today highly informed by statistical results (Davenport, 2013). ■ Villa Health is faced with the challenges regarding its hospital-acquired conditions (HAC) and how to best deal with them. ■ As an analyst in the Quality Assurance department at St. Anthony Medical Center in Minneapolis, Minnesota I aim to provide stakeholders with a clear analysis and interpretation of the statistical results relating to HACs at the institution to better inform their decision making process. STATISTICAL ANALYSIS AND RESULTS There are a variety of statistical results that are relevant and vital to the decision making by stakeholders to address the hospital’s HACs. These results include: ■ Correlation of HAC rate, nursing hours per patient day (HPPD), skill mix, and average length of stay. ■ The multiple regression analysis of HAC rate, nursing hours per patient day (HPPD), skill mix, and average length of stay. ■ The HAC rate frequency. CORRELATION ANALYSIS ■ Correlation analysis measures the impact that various variables have on each other which can be positive, negative or none. ■ A positive correlation means an increase one results in an increase in another and is presented by a positive value. ■ A negative correlation means an increase in o ...
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