Assignment:
Assignment Regression Modeling
Regression modeling is a foundational skill for those conducting secondary data analysis, much like you will encounter in the completion of the Doctor of Healthcare Administration (DHA) program. Additionally, regression modeling assists in finding connections among multiple variables and one dependent variable. Consider, for example, a healthcare administrator who may be asked to develop or interpret models of patient satisfaction based on other quantitative or dichotomous variables.
For this Assignment, review the resources for this week. Then, review your course text, and complete Case Study 11.1 on pages 585-586. The case study is based on a real-world problem.
The Assignment: ( 3 pages)
Complete Case Study 11.1, "Artsy Corporation," on pages 585-586 of your course text using SPSS.
Note:This case study is real. The name of the company is changed for purposes of anonymity.
Required Readings
Albright, S. C., & Winston, W. L. (2015). Business analytics: Data analysis and decision making (5th ed.). Stamford, CT: Cengage Learning.
• "Regression Analysis: Estimating Relationships\" (pp. 463-531)
• "Regression Analysis: Statistical Inference\" (pp. 532-589)
Fulton, L., Lasdon, L. S., & McDaniel, R. R. (2007). Cost drivers and resource allocation in military health care systems. Military Medicine, 172(3), 244-249.
Required Media
Lee, C., Famoye, F., & Shelden, B. (2008a). SPSS training workshop: Linear regression: Stats, diagnosis, plots [Video file].
Lee, C., Famoye, F., & Shelden, B. (2008b). SPSS training workshop: Linear regression: Variable selections [Video file].