2-3 Final Project Part II Milestone One: Select Health Question

2-3 Final Project Part II Milestone One: Select Health Question

Note: 2-3 Milestone one, Milestone two, Milestone three and Milestone four

Each is 15 total 60

2-3 Final Project Part II Milestone One: Select Health Question – Submit Files

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2-3 Final Project Part II Milestone One: Select Health Question
Instructions
For Final Project Part II: Statistical Report, you will demonstrate that you can conduct basic statistical calculations. You will use StatCrunch to complete this project. To start, however, you will identify and explain which health question you are planning to explore in this Statistical Report project.

Overview: Final Project Part II: Statistical Report is an opportunity for you to demonstrate your ability to run basic statistical calculations. You have been provided with a data set (uploaded to StatCrunch in the ungraded activity in Module One) and a list of health questions that could be studied using the provided data set

Prompt: For Milestone One, you will need to select the health question you. Introduction

A. State the overall health question you have been asked to address in your own words.

Be sure you capture the key elements of the question, using language that a non-technical audience can understand. Want to address in this project. You have been provided with a possible list of qI.

Introduction

A. State the overall health question you have been asked to address in your own words. Be sure you capture the key elements of the question, using language that a non-technical audience can understand. List of questions in the Health Question Options document

Specifically, you must address the following critical element:

I. Introduction

A. State the overall health question you have been asked to address in your own words. Be sure you capture the key elements of the question, using language that a non-technical audience can understand.

IHP 525 Milestone One Health Question Options

For Final Project Part II Milestone One, you will select a health question to explore throughout the course.

From the list below, select one health question to research with the provided data set:

(The statistical tests required to investigate the health question get more complex further down the list.)

· To what extent does gender influence length of hospital stay for MI patients?

· To what extent does age influence length of hospital stay for MI patients?

· To what extent does BMI influence length of hospital stay for MI patients?

· To what extent does follow-up time after hospitalization influence survival rates of MI patients?

· To what extent does follow-up time after hospitalization influence survival rates of MI patients after controlling for BMI?

· To what extent does follow-up time after hospitalization influence survival rates of MI patients after controlling for age?

· To what extent does follow-up time after hospitalization influence survival rates of MI patients after controlling for gender?

3-3 Final Project Part II Milestone Two: Describe the Data
Instructions
With the data uploaded into StatCrunch (see the Module One non-graded StatCrunch activity for more information) and the health question you will explore identified, it is time to complete the following tasks:

· Describe the data set using summary statistics.

· Identify any limitations you think the data has.

· Identify the variables you will use in your study.

To complete this assignment, review the Milestone Two Guidelines and 

IHP 525 Milestone Two Guidelines and Rubric

Overview: In the Final Project Part II: Statistics Report, you have the opportunity to demonstrate your skill at selecting and calculating appropriate biostatistical measures. In Milestone Two, you will select and calculate summary statistics to describe the data set.

Prompt: One way to describe data is to describe the shape, location, and spread of the data. In Milestone Two, you will select summary statistics to calculate for your data. You will also describe the source of the data and the sampling technique you think might have been used. You also need to consider limitations of the data set and the impact such limitations might have on the findings you will share later in the project. Refer to the Statistical Report Description for a description of the data set provided and uploaded in Module One.

Specifically, include the following critical elements:

A. Assess the collected data. Use this section to layout the source, parameters, and any limitations of your data. Specifically, you should:

1. Describe the key features of your data set. Be sure to assess how these features affect your analysis.

2. Analyze the limitations of the data set you were provided and how those limitations might affect your findings. Justify your response. Also complete the Milestone Two Table to show the summary statistics you selected and the calculations.

Also complete the Milestone Two Table to show the summary statistics you selected and the calculations

IHP 525 Statistical Report Description

This document provides you with a description of the data that you will need to complete Final Project Part II Milestone Two.

Description of the Data:

NAME: Worcester Heart Attack Study WHAS100 Data (whas100.dat)

SIZE: 100 Observations, 9 variables

SOURCE:

Worcester Heart Attack Study data from Dr. Robert J. Goldberg of the Department of Cardiology at the University of Massachusetts Medical School.

REFERENCE:

Hosmer, D. W., Lemeshow, S., & May, S. (2008). Applied survival analysis: Regression modeling of time to event data (2nd ed.). New York, NY: John Wiley and Sons Inc.

DESCRIPTIVE ABSTRACT:

The main goal of this study is to describe factors associated with trends over time in the incidence and survival rates following hospital admission for acute myocardial infarction (MI). Data have been collected during thirteen 1-year periods beginning in 1975 and extending through 2001 on all MI patients admitted to hospitals in the Worcester, Massachusetts, Standard Metropolitan Statistical Area.

DISCLAIMER: This data is also available at the following Wiley FTP site: ftp//ftp.wiley.com/public/sci_tech_med/survival.

LIST OF VARIABLES:
Variables Name Description Values/Codes
*****************************************************************************
1 id ID Code 1-100
2 admitdate Admission Date mm/dd/yyyy
3 foldate Follow Up Date mm/dd/yyyy
4 los Length of Hospital Stay Days
5 lenfol Follow Up Time Days
6 fstat Follow Up Status 1 = Dead,
0 = Alive
7 age Age years
8 gender Gender 0 = Male
1 = Female
9 bmi Body Mass Index kg/m^2

Milestone Two Table to show the summary statistics

IHP 525 Milestone Two Table

Information on data set
Which variables are you investigating?
What is the type of each variable?
List the descriptive stats you will run on the data.
What does each calculation tell you about the data?

A. Assess the collected data. Use this section to layout the source, parameters, and any limitations of your data. Specifically, you should:

1. Describe the key features of your data set. Be sure to assess how these features affect your analysis.

2. Analyze the limitations of the data set you were provided and how those limitations might affect your findings. Justify your response.

5-3 Final Project Part II Milestone Three: Process and Calculations
Instructions
In order to successfully explore the health question, you need to plan what tests you need to run. In Milestone Three, you will create a table in which you propose the calculations and graphs you will need to perform to answer the health question you are investigating. Then explain why you chose these calculations to explore your health question. To complete this assignment, review the Milestone Three Guidelines and Rubric document.

IHP 525 Milestone Three Guidelines and Rubric

Overview: Your task is to help the organization answer the health question by critically analyzing the data. You will run statistical tests, interpret the results, and present the results and recommendations to non-technical decision makers in the form of a statistical report. Keep in mind that it is your job to do this from a statistical standpoint. Be sure to justify your conclusions and recommendations with appropriate statistical support

Prompt: In order to successfully explore the health question, you need to plan what tests you need to run. In Milestone Three, you will create a table in which you propose the calculations and graphs you will need to perform to answer the health question you are investigating. In crafting your table, consider the following:

Watch Choosing a Statistical Test (12:31).

What tests will you need to run?

If you are hypothesis testing, what are your null and alternative hypotheses?

Are there any tests that you want to use that you have not learned about yet? What are t Specifically address this critical element: hey? What is your plan for researching these tests.

Then explain why you chose these calculations to explore your health question.

Process: Propose how you will go about answering the health question you were asked to address based on the data set provided

7-2 Final Project Part II Milestone Four: Data Analysis
Instructions
In Milestone Three, you created a table listing the tests you were going to complete to investigate your health question. In Milestone Four, you will actually complete these calculations.  To complete this assignment, review the Milestone Four Guidelines and Rubric document.

IHP 525 Milestone Four Guidelines and Rubric

Overview: Your task is to help the organization answer their question by critically analyzing the data. You will run statistical tests, interpret the results, and present the results and recommendations to non-technical decision makers in the form of a statistical report. Keep in mind that it is your job to do this from a statistical standpoint. Be sure to justify your conclusions and recommendations with appropriate statistical support.

Prompt: In Milestone Three, you created a table listing the tests you were going to complete to investigate your health question. In Milestone Four, you will actually complete these calculations.

Specifically, you must address these critical elements:

A. Graphs: In this section, you will use graphical displays to examine the data and formulate an initial hypothesis. In particular, you should:

1. Create key graphical displays that give a sense of potential relationships between variables. Include the graphs and discuss why you selected these graphical displays as opposed to others.

B. Conduct appropriate hypothesis tests, simple regressions, and other tests to analyze the data set.

C. Explain why these tests are the best choice in this context and how they compare with established best practices.

D. Analysis of Biostatistics: Use this section to describe your findings from a statistical standpoint. Be sure to:

1. Present key biostatistics from the graphs, tests, and regressions performed, and explain what they mean. Be sure to include a spreadsheet showing your work as an appendix.

2. What statistical inferences or conclusions can you draw based on the hypothesis tests and simple regression analyses performed? Justify your response

Guidelines for Submission: You will submit screenshots of the graphs, the completed table from Milestone Three, and 2–4 paragraphs explaining and interpreting these items in a single Microsoft Word document with double spacing, 12-point Times New Roman font, one-inch margins, and using APA format for any citations.


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