Question
This is for my Stats II class. What is the correct test? I am lost when it comes to the comparison of an independent variable
This is for my Stats II class. What is the correct test? I am lost when it comes to the comparison of an independent variable (satisfaction) at 5 different categorical levels. Would I measure this with a one way ANOVA making each level of satisfaction a separate test? Or can this be done altogether with a regression or two way ANOVA? Then to add gender to the mix, and that looks to be a two way ANOVA but, how do I look at each category when only looking at one category level (female)? Or is this just something to separate out and run a simple T test?
So, I understand that I am looking for a correlation between high satisfaction and high approval in the quality questions and likewise low to low. How this be represented in the regression test, with the R2 value?
Q2 through Q14 measures different facets of the quality of the campus dining facility.
a. What quality factors affect overall satisfaction with the dining facility?
b. Include gender along with the factors found significant in part a, and test if gender also affects overall satisfaction with dining facility.
Gender | Satisfaction | Q2 | Q3 | Q4 | Q5 | Q6 | Q7 | Q8 | Q9 | Q10 | Q11 | Q12 | Q13 | Q14 |
2 | 4 | 4 | 3 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 4 |
1 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 |
2 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 3 | 3 | 3 | 3 |
2 | 5 | 5 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 |
1 | 4 | 3 | 3 | 5 | 3 | 2 | 4 | 3 | 4 | 5 | 4 | 4 | 3 | 3 |
2 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | 3 | 3 | 3 |
2 | 4 | 3 | 2 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 3 | 4 | 2 | 3 |
1 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 2 | 2 |
1 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 4 |
2 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 4 |
1 | 3 | 2 | 3 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 3 | 4 | 2 | 2 |
2 | 3 | 3 | 2 | 3 | 4 | 4 | 4 | 3 | 5 | 3 | 2 | 1 | 3 | 3 |
1 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 3 |
2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 3 | 4 | 2 | 1 | 2 | 2 |
1 | 5 | 3 | 4 | 5 | 3 | 2 | 4 | 4 | 5 | 5 | 5 | 4 | 3 | 2 |
1 | 2 | 2 | 3 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 3 | 3 | 3 | 2 |
1 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 1 | 2 |
1 | 3 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 2 | 1 |
1 | 4 | 4 | 5 | 2 | 4 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 2 | 3 |
1 | 1 | 3 | 3 | 3 | 3 | 4 | 1 | 2 | 2 | 4 | 4 | 3 | 2 | 1 |
1 | 3 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 4 | 3 | 1 | 4 | 3 |
2 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 2 |
1 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 4 | 2 | 5 | 3 |
1 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 2 | 4 | 4 | 4 | 3 | 2 | 2 |
1 | 3 | 4 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 2 | 2 | 1 | 1 | 2 |
1 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 2 | 5 | 4 | 3 | 2 | 1 | 3 |
1 | 3 | 4 | 3 | 3 | 4 | 1 | 5 | 3 | 5 | 3 | 1 | 3 | 2 | 2 |
1 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 5 | 2 | 1 | 5 | 2 | 3 |
1 | 2 | 3 | 2 | 1 | 2 | 1 | 5 | 3 | 5 | 3 | 3 | 4 | 1 | 2 |
1 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 3 | 5 | 5 | 4 | 4 | 3 | 4 |
2 | 3 | 3 | 2 | 2 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 1 | 3 |
1 | 3 | 3 | 1 | 2 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 1 | 4 | 2 |
1 | 4 | 3 | 2 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 3 | 5 |
1 | 4 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 4 |
1 | 4 | 4 | 4 | 3 | 4 | 5 | 2 | 4 | 3 | 3 | 1 | 1 | 4 | 4 |
2 | 4 | 3 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 3 | 1 | 2 | 3 |
1 | 4 | 5 | 3 | 4 | 4 | 3 | 4 | 4 | 5 | 5 | 3 | 1 | 3 | 3 |
1 | 3 | 3 | 2 | 3 | 2 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 4 | 3 |
1 | 3 | 3 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 5 | 3 | 3 | 1 | 2 |
1 | 2 | 3 | 1 | 1 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 1 | 2 | 2 |
2 | 3 | 3 | 3 | 4 | 4 | 3 | 5 | 3 | 3 | 3 | 3 | 2 | 3 | 3 |
1 | 3 | 4 | 3 | 2 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 3 | 3 | 4 |
1 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 4 | 5 | 5 |
1 | 4 | 3 | 3 | 5 | 3 | 5 | 5 | 4 | 5 | 4 | 4 | 2 | 5 | 4 |
1 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 2 | 5 | 5 | 3 | 3 | 4 | 3 |
1 | 2 | 3 | 4 | 3 | 4 | 2 | 2 | 2 | 4 | 5 | 5 | 5 | 3 | 2 |
1 | 3 | 3 | 2 | 2 | 3 | 2 | 3 | 4 | 3 | 5 | 3 | 4 | 1 | 3 |
2 | 4 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 4 | 5 | 5 | 5 | 3 | 5 |
1 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 3 |
2 | 4 | 3 | 4 | 4 | 3 | 5 | 3 | 3 | 4 | 5 | 3 | 3 | 4 | 4 |
1 | 4 | 4 | 4 | 5 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 4 | 1 | 3 |
2 | 5 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 |
1 | 3 | 4 | 2 | 2 | 4 | 4 | 5 | 2 | 5 | 3 | 4 | 2 | 1 | 4 |
2 | 3 | 3 | 4 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 2 | 3 |
2 | 3 | 3 | 2 | 2 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 4 | 3 | 4 |
1 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 2 |
1 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 |
2 | 3 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 3 |
1 | 4 | 3 | 2 | 1 | 4 | 2 | 3 | 2 | 3 | 4 | 3 | 3 | 4 | 5 |
1 | 2 | 2 | 1 | 3 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 1 | 2 | 2 |
2 | 3 | 3 | 3 | 2 | 5 | 4 | 5 | 3 | 5 | 5 | 4 | 2 | 3 | 3 |
1 | 2 | 3 | 1 | 2 | 3 | 4 | 4 | 3 | 5 | 5 | 3 | 2 | 3 | 4 |
Questions Q2 through Q14 were measured on following Scale. | ||||||||||||||
1- Very unsatisfied | ||||||||||||||
2- Somewhat unsatisfied | ||||||||||||||
3- Neither unsatisfied nor satisfied | ||||||||||||||
4- Somewhat satisfied | ||||||||||||||
5- Very satisfied |
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