STAT Essay

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STATM5A2

Pulling It All Together

Does background music significantly impact the productivity of patient registration employees?

A group of patient access registrants works in an open office environment in a hospital. A human resources (HR) manager wants to compare the productivity of this group under three conditions: with a constant background sound of music, with an unpredictable background sound of music, and with no background sound of music.

There are twenty-four registrants, and they are randomly divided into three groups. All registrants study a set of written patient registration material for 30 minutes. During this time, those in Group 1 are subject to background music at a constant volume, those in Group 2 are subject to background music with varying volumes, and those in Group 3 are not subject to any sound at all. After studying, all employees take a 10-point multiple-choice test over the material. Their scores are as follows:

Group 1—Constant Sound

Group 2—Random Sound

Group 3—No Sound

7

5

2

4

5

4

6

3

7

8

4

1

6

4

2

6

7

1

2

2

5

9

2

5

You are to analyze the collected questionnaire data using Microsoft Excel and draw conclusions to report back to the human resources (HR) manager in the form of a research report.

Following is a step-by-step assignment breakdown:

1. Develop a problem statement that incorporates the scholarly literature to support your rationale.

2. Develop a research question based on the problem statement.

3. Formulate a null and an alternative hypothesis set based on the research question.

4. Identify the independent and dependent variables and describe how they are being operationally defined in your research project. Identify the type of data being used.

5. Describe your sample using descriptive statistics.

6. Select and describe an acceptable α level for deciding whether to accept or reject the null hypothesis.

7. Select the most appropriate statistical test to test your hypothesis and explain why it is the most appropriate tool.

8. Using Microsoft Excel, conduct your statistical analysis.

9. Discuss possible limitations of the study.

10. Recommend future research directions.

11. Write a conclusion. In your conclusion, make sure you address the importance of adhering to ethical standards in developing research studies, interpreting the results, and considering who should have access to the data and knowledge gained from the research.

Need a Microsoft Excel computations and a 4-page Microsoft Word document. Utilize 4 scholarly sources.

Use the following headings to organize your paper

· Problem statement

· Research question

· Hypotheses

· Methodology

· Results

· Discussion and recommendations

· References

· Appendix (Microsoft Excel printout)

GRADING RUBRIC

Assignment Components

Proficient

Max Points

Develop a problem statement that incorporates the scholarly literature to support your rationale.

The problem statement appropriately incorporates scholarly literature.

/28 pts.

Develop a research question based on the problem statement.

The research question is appropriate for the scenario and based on the problem statement.

/28 pts.

Formulate a null and an alternative hypothesis set based on the research question.

Appropriate null and alternative hypotheses are formulated using the research question.

/28 pts.

Identify the independent and dependent variables and describe how they are being operationally defined in your research project.

Accurate dependent and independent variables are identified. The description of how the variables are defined is appropriate, along with a description of what type of data is being used.

/36 pts.

Select and describe an acceptable α level for deciding whether to accept or reject the null hypothesis.

The selected α level is appropriate. The description of the acceptable α level is clear. The effect of accepting or rejecting the null hypothesis is clear.

/32 pts.

Select the most appropriate statistical test to test your hypothesis and explain why it is the most appropriate tool.

The explanation of why the specific test is used is accurate. The benefit of using the specific test is clearly stated.

/36 pts.

Discuss possible limitations of the study.

Any relevant limitations to the study or tests completed are accurate, along with the effect of the limitations on the study.

/32 pts.

Recommend future research directions.

Possible future topics/directions are appropriate. Any future topics/directions are likely to advance the study positively.

/32 pts.

Address the importance of adhering to ethical standards in developing research studies, interpreting the results, and considering who should have access to the data and knowledge gained from the research.

The effect of considering ethical implications, interpreting results, and considering who ultimately receives data is accurately provided. The result of not considering any of these points is supported using scholarly sources or case study examples.

/20 pts.