Conducting a Multiple Regression Analysis Using the following research scenario, conduct the appropriate
Conducting a Multiple Regression Analysis
Using the following research scenario, conduct the appropriate analysis (the title may offer a hint) for testing the relationship between the predictor variables and the criterion.
Research scenario:
Based on your literature review, you hypothesize that the one’s level of aggression is related to their levels of anger, patience, and self-confidence. Assume that each of these variables were measured on an interval scale with scores ranging from 1 (lowest level) to 50 (highest level). Hint: Be sure to think about the direction of each variable – e.g., high levels of aggression would be much different than high levels of patience.
Use the following data to run your analysis:
| Subject | Aggression | Anger | Patience | Self-confidence |
| 1 | 35 | 25 | 15 | 22 |
| 2 | 48 | 35 | 10 | 11 |
| 3 | 32 | 22 | 12 | 45 |
| 4 | 12 | 12 | 15 | 12 |
| 5 | 44 | 12 | 48 | 22 |
| 6 | 33 | 7 | 12 | 26 |
| 7 | 44 | 45 | 12 | 15 |
| 8 | 12 | 45 | 18 | 46 |
| 9 | 45 | 46 | 10 | 15 |
| 10 | 37 | 14 | 15 | 6 |
| 11 | 21 | 49 | 48 | 33 |
| 12 | 44 | 43 | 12 | 10 |
| 13 | 37 | 12 | 15 | 17 |
| 14 | 11 | 21 | 45 | 14 |
| 15 | 45 | 37 | 22 | 22 |
| 16 | 41 | 34 | 32 | 12 |
| 17 | 10 | 18 | 28 | 37 |
| 18 | 32 | 35 | 42 | 14 |
| 19 | 23 | 45 | 17 | 40 |
| 20 | 14 | 49 | 18 | 34 |
Assignment:
Enter the data into SPSS and run the appropriate analysis. Be sure to include descriptive statistics in your output as well as the relevant statistics for the analysis (hint: don’t forget to analyze your structure coefficients!).
Write up your results and interpretations in narrative form, which should include an ANOVA summary table and regression table.
Be sure to submit your SPSS data file and output as well.
Deliverable: Word Document
