Statistical vs. substantive (or meaningful) significance

Consider you have completed a survey of employees working in a call center doing customer service for a major manufacturing company. You have found a Pearson r of -.66 between employees' ages and their scores on an employee engagement scale. Interpret this finding. Now, you also observed that there is a relationship between gender and employee engagement (chi-square was statistically significant at p<.05). How would you go about creating an analysis that incorporated both gender and age in predicting employee engagement? Note: Be sure to include in your discussion a comment about the difference between statistical significance and substantive (or meaningful) significance.

Solution Summary

This solution is comprised of an explanation of how to go about creating an analysis that incorporated both gender and age in predicting employee engagement. Included is a detailed explanation of the difference between statistical significance and substantive (or meaningful) significance.