Access the resource document “PSY 838 Quantitative Measures Data” and perform multiple regression on these data.
- Enter variables using the stepwise procedure.
- Interpret the results and write the regression equation using the following format: Y = (b1 x X1) + (b2 x X2) + (b3 x X3) + a, where a is the intercept, and the bs are regression coefficients.
In a statement of 200-250 words, describe what the data indicate about employee performance and coaching needs. Include the following in the statement:
- A discussion of which of these employees may need coaching and which are performing at acceptable levels.
- An explanation of which principles of consulting and coaching would most effectively be applied to improve organizational performance based on this data. (Benchmarks C 4.3: Apply principles of interpersonal and group consulting and coaching to improve organizational performance.)
State the regression equation you wrote above, and use the equation computed and the data obtained from those hired two years ago to make a decision about which two individuals should be offered the current positions. Justify your decision in a statement of 150-200 words.