Ask Applied Statistics Expert

Q. 1.  Using only the information provided in Exhibit 1, explain why further analysis of physician visits may be needed.  Compare the profitability of hospital and surgical services to physician services, using the allocation of revenue that was given. Show the breakdown of the $250 premium using a pie chart. Does the allocation of the $250 per employee per month payment across the types of health care services seem reasonable, given the past two months' utilization?

Q. 2.  The weekly utilization data is provided in the Excel file.

Create scatter plots to show the relationships between the number of employees, number of visits per week, and total physician costs. Calculate visits per employee and the cost per visit for each week.  Calculate the mean, standard deviation, and coefficient of variation for these measures for this six-month period. Explain how these statistics are useful in understanding the trend in total outpatient physician costs per Arc Electric employee.

Q. 3.  Regression analysis can be useful to tease out the importance of various factors in explaining costs.

a. Evaluate the relationship between visits per week and week.  Interpret your regression results   by discussing significance of the regression equation and magnitude of the estimated coefficients.

b. Evaluate the relationship between cost per visit and week. Interpret your regression results by discussing significance of the regression equation and magnitude of the estimated coefficients.

c.  Compare the results from the two regressions and explain how they can be used to help Mr. Pasture in making his decision.

Q. 4.  Mr. Langdon referred to a national study of copayment levels.  The important results of this study are provided in Exhibit 3.

a. Calculate the price elasticity of demand for physician visits at each copayment level using the arc method. What does the data tell you about the price elasticity of demand for physician visits?  How does this information help Mr. Pasture in making his decision?

b. Using the six months of data provided in healthcare.xls, simulate the profitability of the physician services department if copayments are increased to $20 per visit. Repeat your analysis using a copayment of $25 per visit.

Q. 5.  Using the six months of data provided in healthcare.xls, calculate the percentage reduction in

physician payments that would be required to achieve the same level of profits as in Q.4.b.

Q. 6.  In addition to the options suggested by his staff, Mr. Pasture recently read an article about rationing health care services as a method of controlling costs. The general idea of rationing is that more expensive treatments are excluded so that basic health benefits can be provided to a wider population. Health plans can implement rationing by limiting the types of services they will cover. While they commonly exclude coverage for experimental treatments and cosmetic surgery, many are now considering adding physical therapy, mental health services, and therapies that treat fatal conditions to the list of excluded services. Would you recommend that Mr. Pasture consider this approach?  Discuss the ethical considerations.

Applied Statistics, Statistics

  • Category:- Applied Statistics
  • Reference No.:- M91265865
  • Price:- $40

Guranteed 36 Hours Delivery, In Price:- $40

Have any Question?


Related Questions in Applied Statistics

Question onea a factory manager claims that workers at

QUESTION ONE (a) A factory manager claims that workers at plant A are faster than those at plant B. To test the claim, a random sample of times (in minutes) taken to complete a given task was taken from each of the plant ...

You are expected to work in groups and write a research

You are expected to work in groups and write a research report. When you work on your report, you need to use the dataset, and other sources such as journal articles. If you use website material, please pay attention to ...

Assignment -for each of the prompts below report the

Assignment - For each of the prompts below, report the appropriate degrees of freedom, t statistic, p-value and plot using the statistical software platform of your choice (R/STATA) 1) A sample of 12 men and 14 women hav ...

Assignment - research topicpurpose the purpose of this task

Assignment - Research topic Purpose: The purpose of this task is to ensure you are progressing satisfactorily with your research project, and that you have clean, useable data to analyse for your final project report. Ta ...

Assessment task -you become interested in the non-skeletal

Assessment Task - You become interested in the non-skeletal effects of vitamin D and review the literature. On the basis of your reading you find that there is some evidence to suggest that vitamin D deficiency is linked ...

Part a -question 1 - an analyst considers to test the order

PART A - Question 1 - An analyst considers to test the order of integration of some time series data. She decides to use the DF test. She estimates a regression of the form Δy t = μ + ψy t-1 + u t and obtains the estimat ...

Medical and applied physiology experimental report

Medical and Applied Physiology Experimental Report Assignment - Title - Compare the working and spatial memory by EEG. 30 students were tested (2 memory games were played to test their memory - a card game and a number g ...

Business data analysis computer assignment -part 1

Business Data Analysis Computer Assignment - PART 1 - Economists believe that high rates of unemployment are linked to decreased life satisfaction ratings. To investigate this relationship, a researcher plans to survey a ...

Question - go to the website national quality forum nqf

Question - Go to the website, National Quality Forum (NQF), located in the Webliography, and download the article by WIRED FOR QUALITY: The Intersection of Health IT and Healthcare Quality, Number 8, MARCH 2008. You are ...

Go to the webliography source for the national cancer

Go to the Webliography source for the National Cancer Institute's Surveillance, Epidemiology, and End Results (SEER) Program. In the Fast Stats, create your own cancer statistical report, "Stratified by Data Type," and u ...

  • 4,153,160 Questions Asked
  • 13,132 Experts
  • 2,558,936 Questions Answered

Ask Experts for help!!

Looking for Assignment Help?

Start excelling in your Courses, Get help with Assignment

Write us your full requirement for evaluation and you will receive response within 20 minutes turnaround time.

Ask Now Help with Problems, Get a Best Answer

Why might a bank avoid the use of interest rate swaps even

Why might a bank avoid the use of interest rate swaps, even when the institution is exposed to significant interest rate

Describe the difference between zero coupon bonds and

Describe the difference between zero coupon bonds and coupon bonds. Under what conditions will a coupon bond sell at a p

Compute the present value of an annuity of 880 per year

Compute the present value of an annuity of $ 880 per year for 16 years, given a discount rate of 6 percent per annum. As

Compute the present value of an 1150 payment made in ten

Compute the present value of an $1,150 payment made in ten years when the discount rate is 12 percent. (Do not round int

Compute the present value of an annuity of 699 per year

Compute the present value of an annuity of $ 699 per year for 19 years, given a discount rate of 6 percent per annum. As