Table 4. Regression based off Engagement and its relation to household income.
Engagement | Income | R-squared | P-Value |
Low Engagement | Low Income | 0.001028 | 0.795 |
High Engagement | High Income |
Note: p<.05*, p<.01**, p<.001***
For this example of regression, the variables used were Engagement and income by household. I hypothesized that families who have better income will have more involvement in their child’s education. .
For every one-unit increase in income, involvement decreases 0.03715. Therefore, it appears involvement of an activity is negatively related to income. This finding is not significant. The R-squared statistic is 0.001028, meaning that this model explains 0.10 percent of the variation in the dependent variable (Involvement).