{'fraction_non_alphanumeric': 0.014012738853503185, 'fraction_numerical': 0.0, 'mean_word_length': 5.661016949152542, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Beyond the Transaction: Depository Institutions and Reduced Mortgage Default for Low-Income Homebuyers

We evaluate the effects of the lending institution and soft information on mortgage loan performance for low-income homebuyers. We find that even after controlling for bank selection, those who receive a loan from a local bank are significantly less likely to become delinquent or default than other bank or nonbank borrowers, suggesting an information effect. These effects are most pronounced for higher-risk borrowers, who likely benefit more from informational advantages of local banks. These findings support previous research on small business lending and provide additional explanation for observed differences in mortgage loan performance between bank and nonbank lenders.