Questions: Elaine is interested in determining if men are more satisfied in their jobs than women in the healthcare industry. She administers a job satisfaction questionnaire to 20 men and 20 women working in hospital administration. Her grouping variable is gender and dependent variable is job satisfaction. The job satisfaction scale consists of 8 items measured using a 5-point rating scale. A higher score on this scale would indicate high job satisfaction. The maximum score that can be obtained on the scale is 40. We can assume that job satisfaction scores are normally distributed. Use the appropriate T test with a significance level of 0.05 to test the hypothesis. Research Question Do the mean job satisfaction scores differ for men and women working in the hospital administration department? Hypothesis The mean job satisfaction scores do not differ for men and women working in the hospital administration department. 1. Compute an independent sample test on these data. Report descriptive statistics (Mean and Standard deviation), t values, and p values. 2. Create a graph to show the differences between the two groups. 3. Write a Results section based on your analysis. Interpret results of the independent sample test to answer the research question and the hypothesis. Use APA style for describing the results. Submit the SPSS output file in a PDF to show the work you have done. submit a separate Word file describing the results in APA. Incorporate table(s) and figure/graph(s) in the Word document formatted in APA.

Elaine is interested in determining if men are more satisfied in their jobs than women in the healthcare industry. She administers a job satisfaction questionnaire to 20 men and 20 women working in hospital administration. Her grouping variable is gender and dependent variable is job satisfaction. The job satisfaction scale consists of 8 items measured using a 5-point rating scale. A higher score on this scale would indicate high job satisfaction. The maximum score that can be obtained on the scale is 40. We can assume that job satisfaction scores are normally distributed. Use the appropriate T test with a significance level of 0.05 to test the hypothesis.

Research Question
Do the mean job satisfaction scores differ for men and women working in the hospital administration department?

Hypothesis
The mean job satisfaction scores do not differ for men and women working in the hospital administration department.
1. Compute an independent sample test on these data. Report descriptive statistics (Mean and Standard deviation), t values, and p values.
2. Create a graph to show the differences between the two groups.
3. Write a Results section based on your analysis. Interpret results of the independent sample test to answer the research question and the hypothesis. Use APA style for describing the results.

Submit the SPSS output file in a PDF to show the work you have done. submit a separate Word file describing the results in APA. Incorporate table(s) and figure/graph(s) in the Word document formatted in APA.
Transcript text: Elaine is interested in determining if men are more satisfied in their jobs than women in the healthcare industry. She administers a job satisfaction questionnaire to 20 men and 20 women working in hospital administration. Her grouping variable is gender and dependent variable is job satisfaction. The job satisfaction scale consists of 8 items measured using a 5-point rating scale. A higher score on this scale would indicate high job satisfaction. The maximum score that can be obtained on the scale is 40. We can assume that job satisfaction scores are normally distributed. Use the appropriate T test with a significance level of 0.05 to test the hypothesis. Research Question Do the mean job satisfaction scores differ for men and women working in the hospital administration department? Hypothesis The mean job satisfaction scores do not differ for men and women working in the hospital administration department. 1. Compute an independent sample test on these data. Report descriptive statistics (Mean and Standard deviation), t values, and p values. 2. Create a graph to show the differences between the two groups. 3. Write a Results section based on your analysis. Interpret results of the independent sample test to answer the research question and the hypothesis. Use APA style for describing the results. Submit the SPSS output file in a PDF to show the work you have done. submit a separate Word file describing the results in APA. Incorporate table(s) and figure/graph(s) in the Word document formatted in APA.
failed

Solution

failed
failed

Solution Steps

Step 1: Compute Descriptive Statistics

To compute the descriptive statistics, we need the mean and standard deviation for both men and women.

Step 2: Perform Independent Sample T-Test

We will perform an independent sample t-test to compare the means of the two groups.

Step 3: Report T-Values and P-Values

We will report the t-values and p-values obtained from the t-test.

Final Answer

The mean job satisfaction scores for men and women working in the hospital administration department are as follows:

  • Men: Mean = \( \mu_m \), Standard Deviation = \( \sigma_m \)
  • Women: Mean = \( \mu_w \), Standard Deviation = \( \sigma_w \)

The t-test results are:

  • t-value = \( t \)
  • p-value = \( p \)

{"axisType": 3, "coordSystem": {"xmin": -1, "xmax": 2, "ymin": 0, "ymax": 40}, "commands": ["y = mean_men", "y = mean_women"], "latex_expressions": ["$Mean\\ Job\\ Satisfaction\\ (Men)$", "$Mean\\ Job\\ Satisfaction\\ (Women)$"]}

Was this solution helpful?
failed
Unhelpful
failed
Helpful