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Use SPSS to analyze the referenced data set(s) appropriately and answer the questions that follow. Please round final percentages to one decimal point and other
Use SPSS to analyze the referenced data set(s) appropriately and answer the questions that follow. Please round final percentages to one decimal point and other answers to 2 decimal points. (23 total points)
- An industrial psychologist finds that the numbers of errors employees make increase as the day progresses, reaching a peak between 3:00 and 5:00 PM. She randomly divides a sample of 20 employees into two groups. One group takes a 15-minute coffee break from 2:45 to 3:00 PM (Break Group). The other group proceeds on the same work schedule as before without a break (No Break Group). Below are the subsequent numbers of errors made between 3:00 and 5:00 PM by each of the groups.These data have already been entered into an SPSS data file called "SPSS Computational Problem - Data Set B" that you must download from Canvas. In the SPSS file Work Schedule Group is coded as: 1 = Break Group, 2 = No Break Group. Did the 15-minute coffee break affect the number of employee errors?
Break Group | No Break Group |
5 | 2 |
6 | 3 |
7 | 4 |
4 | 3 |
8 | 4 |
9 | 4 |
6 | 3 |
5 | 1 |
7 | 5 |
6 | 4 |
Note. Work Schedule Group: 1 = Break Group, 2 = No Break Group.
- Write the null hypothesis using mathematical notation (2 pts.) H0: ________________
- Write the alternative hypothesis using mathematical notation (2 pts.) H1: ________________
- What is the mean number of errors made by each group (2 pts.)? Break Group: ____ No Break Group: ____
- Usinga = .05, does it appear that the data violated the homogeneity of variances assumption (2 pts.)? ________________
- Which row of results for comparing their means should you use (2 pts.)? ________________
- Using = .05, two-tailed, should we reject or retain the null hypothesis (2 pts.)? ________________
- What is the mean difference between the numbers of errors made by the groups (1 pt.)? ________________
- What is the effect size for the analysis (2 pts.)? ________________
- Write results of the analysis in APA notation: (2 pts.): ________________
Did the 15-minute coffee break affect the number of employee errors? Specifically interpret the results of the analysis and explain any differences you may have found (6 pts.). ____________________________________________________________________________________
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