A worldwide energy company asked us to examine the impact of solar panel installation on homeowners’ monthly energy costs. The following research question was used:

R1: How does solar panel installation predict homeowners’ monthly energy costs?

We used a linear regression analysis to test the research question.  Solar panel installation (β = .23, p<0.05) significantly and positively predicted homeowners’ monthly energy costs.