Do the gender and age range distributions

Assignment Help Applied Statistics

Reference no: EM132549306

MATH 810 Applied Statistics - Franklin University

ANALYSIS OF PATIENT OUTCOMES

You work for a regional healthcare system and have been recently promoted into an executive position in which you have some administrative and financial responsibilities over additional departments including an outpatient surgery center. As part of your onboarding and assessment of the new surgery center, you've discovered that few analytics on the surgery center's operations and profitability are available. However, you were able to obtain some anonymized patient survey data that has been randomly sampled over the last several weeks. The data includes information on procedures and their outcomes, as well as some patient demographics, satisfaction and profitability.See data set.You also received a copy of last year's internal annual report that included the following infographics on patients:

Use this data setto build a managerial summary outlining your findings and recommendations. Your analysis should answer all of the following questions and should have outputs of the graphs or the statistical tests being used.

Part 1. Do the gender and age range distributions in the sample data match your expectationsfrom the infographics in the annual report? If not, which demographic groups seem to be either over- or under-represented?
In your response, describe why you selected the test you did and verify its assumptions. Adequately explain how you interpret the output of the statistical test to answer these questions.
Part 2. Have the rates of patients' being Very Satisfied or their Likelihood to Recommend increased since the annual report was published?
In your response, describe why you selected the test you did and verify its assumptions. Adequately explain how you interpret the output of the statistical test to answer this question.
Part 3. Is a patient's likelihood to recommend the surgery center tied to their satisfaction level? Is it reasonable to expect that a program designed to increase patient satisfaction would be likely to result in more patient recommendations?
In your response, describe why you selected the test you did and verify its assumptions. Adequately explain how you interpret the output of the statistical test to answer these questions.
Part 4. Is the average patient profitability (lifetime value) the same for the different procedures offered by the center? If not, which procedures have significantly higher or lower patient lifetime values compared to others?

In your response, describe why you selected the test you did and verify its assumptions. Adequately explain how you interpret the output of the statistical test to answer these questions.

(HINT: Run a one-way ANOVA to see if there is any difference among the different procedures. If you conclude a difference exists, then you should run a multiple comparison test to determine the significantly different pair of means)

Your managerial summary should include a description of the statistical tests used to answer each question, the necessary outputs and results for each test (test statistics, p-values, etc.) and should show that any required assumptions for those tests are valid. Use a 95% level of significance for any statistical tests.

Attachment:- Applied Statistics.rar

Reference no: EM132549306

Questions Cloud

How to ensure that the system is automatically reconfigured : Describe how to ensure that your current servers and any servers that you install will have this base configuration. Also, describe how to ensure that when.

Faced with rising demands for health care-limited resources : Governments at all levels (national, state, and local) across the United States are faced with rising demands for health care, limited resources,

Creating community health promotion resource : Imagine you are creating a community health promotion resource that addresses a disease of your choice. You are creating this resource for the general public.

What would be your deliverable for the given team members : As you finalizing your enterprise security assessments, what would be your deliverable for the following team members: - Explain Why and What by examples.

Do the gender and age range distributions : Do the gender and age range distributions in the sample data match your expectationsfrom the infographics in the annual report? If not, which demographic

Prepare a schedule of total standard manufacturing costs : Prepare a schedule of total standard manufacturing costs for 7,800 output units in January 2008. compute Direct materials efficiency variance

Devise an implementation strategy in brief : Devise an implementation strategy that would guarantee the support of the divisional presidents for the shared customer service center.

Discuss approaches for producing valid results : Discuss approaches for producing valid results in data mining problems. What about statistical testing for cluster analysis and/or anomaly detection?

Drug court judge and drug user is appearing : You are a drug court judge and a drug user is appearing before you for the fourth time. This offender has more potential than you have seen in a long time.

User Account

All Pages