Identify, analyze, and evaluate quantitative and qualitative healthcare data and information for effective decision making in various healthcare settings? Explain da

Updated: 3/14/2021

University of Maryland Global Campus (UMGC)

HMGT 400 Research and Data Analysis in Health- FINAL EXAM

Dataset: HMGTFINALEXAM.csv (Please download dataset from the class)

Required program: RStudio or R Programming.

Author, Hossein Zare, PhD

Citation: Zare, H. (2019). HMGT 400 Research and Data Analysis in Health Care. FINAL EXAM. UMGC.EDU

Question #1 (15 credits): [RStudio Users and Excel Users]

The FINAL EXAM dataset, provides some information about hospitals in 2011 and 2012, download the FINAL EXAM data and then complete the descriptive table. Please answer the following questions.

1. In term of hospital characters what are the significant difference between 2011 and 2012?

1. In term of socio-economic variables what are the significant difference between 2011 and 2012?

To report the “Per Capita Hospital Beds to Population”, you need to divide “total_hospital_beds/ tot_population)

1. Based on your findings in which years hospitals had better performance? How hospital performance related to hospital characteristics and socio-economic characteristics? Please write at least three main different movements between 2011 and 2012.

Table 1. Descriptive statistics between hospitals in 2011 & 2012

	2011	2012	p-value
	N	Mean	St. Dev	N	Mean	St. Dev
Hospital Characteristics
1. Hospital beds		100			150		0.004
2. Number of paid Employee
3. Number of non-paid Employee
4. Internes and Residents
5. System Membership
6. Total hospital cost
7. Total hospital revenues
8. Hospital net benefit
9. Available Medicare days
10. Available Medicaid days
11. Total Hospital Discharge
12. Medicare discharge
13. Medicaid discharge
Socio-Economic Variables
14. Per Capita Hospital Beds to Population
15. Percent of population under poverty
16. Percent of Female population under poverty
17. Percent of Male population under poverty
18. Median Household Income

Question #2 (15 credits): [RStudio Users and Excel Users]

Use the final exam dataset and then answer the following questions:

1. Compare the following information between for-profit and non-for-profit hospitals.

1. What are the main significant differences between for-profit and non-for-profit hospitals? Which test is the best fit test? Why?

1. Use a box-plot and compare Hospital net benefit between for-profit and non-for-profit hospitals.

1. Show another scatter plot and compare hospital cost (x-axes) and revenue (y-axes) and discuss your findings?

1. Comparing hospital net-benefit which hospitals has better performance? To answer this question first compute the hospital net benefits with subtracting hospital costs and revenues and then use ttest to compare the significant differences between FP and NFP hospitals.

1. Overall, what are the main significant differences between for-profit and non-for-profit hospitals?

Table 2. Descriptive statistics between FP & NFP

• WE OFFER THE BEST CUSTOM PAPER WRITING SERVICES. WE HAVE DONE THIS QUESTION BEFORE, WE CAN ALSO DO IT FOR YOU.
• Assignment status: Already Solved By Our Experts
• (USA, AUS, UK & CA PhD. Writers)
• CLICK HERE TO GET A PROFESSIONAL WRITER TO WORK ON THIS PAPER AND OTHER SIMILAR PAPERS, GET A NON PLAGIARIZED PAPER FROM OUR EXPERTS

QUALITY: 100% ORIGINAL PAPER – NO PLAGIARISM – CUSTOM PAPER

Why Choose Us?

How It Works

• Click on the “Place Your Order” tab at the top menu or “Order Now” icon at the bottom and a new page will appear with an order form to be filled.
• Fill in your paper’s requirements in the “PAPER DETAILS” section.
• Fill in your paper’s academic level, deadline, and the required number of pages from the drop-down menus.
• Click “CREATE ACCOUNT & SIGN IN” to enter your registration details and get an account with us for record-keeping and then, click on “PROCEED TO CHECKOUT” at the bottom of the page.
• From there, the payment sections will show, follow the guided payment process and your order will be available for our writing team to work on it.

About AcademicWritersBay.com

AcademicWritersBay.com is an easy-to-use and reliable service that is ready to assist you with your papers 24/7/ 365days a year. 99% of our customers are happy with their papers. Our team is efficient and will always tackle your essay needs comprehensively assuring you of excellent results. Feel free to ask them anything concerning your essay demands or Order.

AcademicWritersBay.com is a private company that offers academic support and assistance to students at all levels. Our mission is to provide proficient and high quality academic services to our highly esteemed clients. AcademicWritersBay.com is equipped with competent and proficient writers to tackle all types of your academic needs, and provide you with excellent results. Most of our writers are holders of master’s degrees or PhDs, which is an surety of excellent results to our clients. We provide assistance to students all over the world.
We provide high quality term papers, research papers, essays, proposals, theses and many others. At AcademicWritersBay.com, you can be sure of excellent grades in your assignments and final exams.

	For Profit	Non-For-Profit	p-value
	N	Mean	St. Dev	N	Mean	St. Dev
Hospital Characteristics
1. Hospital beds
2. Number of paid Employee
3. Number of non-paid Employee
4. Internes and Residents
5. System Membership
6. Total hospital cost
7. Total hospital revenues
8. Hospital net benefit
9. Available Medicare days
10. Available Medicaid days