Loan-to-value ratios in the auto loan market are a measure of the loan amount relative to the value of the vehicle being financed. High loan-to-value ratios can increase the risk of negative equity, where the loan amount exceeds the value of the vehicle. This poses challenges for borrowers and lenders alike, particularly in pricing issues and during economic recovery or market fluctuations.