Using data from a pool of mortgage borrowers, a credit risk analyst performed an ordinary least squares regression of annual savings (in GBP) against annual household income (in GBP) and obtained the following relationship: Annual Savings = 0.24 × Household Income − 25.66, R² = 0.50

Assuming that all coefficients are statistically significant, which interpretation of this result is correct?