When 'soft' data improves loan decisions, and when it doesn't

MIT professor Maria Loumioti has studied loans made strictly using hard data and loans where a loan officer clearly was influenced by personal connections or feelings about a borrower. The results, which she shared with American Banker editors Bonnie McGeer and Penny Crosman, shed light on the value and limitations of "soft" information.