What is your null hypothesis
Lab Assignment #7
ANOVA
An experiment was conducted to determine if motivational techniques in management significantly impacted employee stress levels compared to no intervention. An employee survey was given to three groups: one group under a manager who started using a transformational motivation technique, one group under a manager who began using a transformational motivation technique, and then a control group with no new technique used. Stress levels were self-reported by the employees as shown below. Use alpha = 0.05
|
Transformational |
Transactional |
Control |
|
0 |
2 |
6 |
|
7 |
5 |
5 |
|
3 |
3 |
8 |
|
5 |
0 |
9 |
|
2 |
1 |
5 |
1.
What is your null hypothesis?
2. What is your alternative hypothesis?
3. After running the single factor analysis of variance on the data, what is the p-value for between groups?
4. Using the 95% significance level, is there a significance difference in stress levels between the three groups? Yes No
5. Do you reject or accept the null hypothesis? Reject Accept
Chi-Square Test for Independence
Using Chi-Square, we are looking to see if there is a significant difference between what we would expect results to be, and what the actual results were. That is, expected vs. observed. Use alpha = .05
Listed below are data from a survey conducted recently where Males and Females responded to their happiness with their supervisor (this is fictitious data).
|
Response |
Male |
Female |
Total |
|
Not at all |
23 |
25 |
48 |
|
Somewhat |
13 |
22 |
35 |
|
Very |
26 |
16 |
42 |
|
Total |
62 |
63 |
125 |
What is your null hypothesis?
What is your alternative hypothesis?
What is the Chi-Square value?
Is there significance evidence that a difference exists between the actual males and female responses in this sample and the expected male/female responses in the population? YES OR NO
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Solution: What is your null hypothesis