The debt-to-income ratio is a critical financial metric used by lenders to evaluate an applicant's ability to manage a mortgage, as mortgage payments are explicitly included in the ratio's calculation [1] and are subject to specific lender thresholds [2]. Furthermore, this ratio serves as a primary tool for banks to assess affordability when an individual applies for a mortgage [3].