DDHA 8800: Data Analysis and Decision Making for Healthcare Administration Practice
Week 5: Regression Models
How are regression models useful to healthcare administration practice? As a current or future healthcare administration leader, you may engage in conducting regression models for decision making.
Healthcare administration leaders may use regression models to explain the relationship between variables and to predict variations in these variables. When striving to continuously enhance healthcare delivery and minimize costs, healthcare administration leaders must be able to demonstrate how changes in certain variables impact their health services organization. Regression models are useful to help guide the healthcare administration leader in determining which variables most impact healthcare delivery.
This week, you explore regression models and apply regression models to healthcare administration practice problems. You also consider how you might integrate regression models for more advanced statistical analyses.
Learning Objectives
Students will:
Analyze dependent and independent variables for regression analysis
Analyze how to measure dependent and independent variables in a regression analysis
Conduct regression models for healthcare administration practice
Photo Credit: nmlfd/Creatas Video/Getty Images
Learning Resources
Required Readings
Albright, S. C., & Winston, W. L. (2017). Business analytics: Data analysis and decision making (6th
ed.). Stamford, CT: Cengage Learning.
Chapter 10, “Regression Analysis: Estimating Relationships”
Chapter 11, “Regression Analysis: Statistical Inference”
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.
Collepals.com Plagiarism Free Papers
Are you looking for custom essay writing service or even dissertation writing services? Just request for our write my paper service, and we'll match you with the best essay writer in your subject! With an exceptional team of professional academic experts in a wide range of subjects, we can guarantee you an unrivaled quality of custom-written papers.
Get ZERO PLAGIARISM, HUMAN WRITTEN ESSAYS
Why Hire Collepals.com writers to do your paper?
Quality- We are experienced and have access to ample research materials.
We write plagiarism Free Content
Confidential- We never share or sell your personal information to third parties.
Support-Chat with us today! We are always waiting to answer all your questions.
