Regression Model

Regression Model of Families Enjoyment Affected by their Engagement

CoefficientStandard ErrorTP Value
Intercept3.430.526.498.37e-09***
Activity Enjoyment0.640.05811.0052e-16***

Note: p<.05*, p<.01**, p<.001***

I hypothesized that families who have better enjoyment of an activity will have more engagement. For every one unit increase in enjoyment, engagement increases .64 units. Engagement of an activity is positively related to enjoyment. This finding is significant at the .001 level, (3 stars). The R squared is .6207 meaning 62 percentage of the variation in the dependent variable. The p-value is 2e-16, so there is a significance.