Do the belief, attitudes, and personality of business owners or managers matter in determining the probability of business success and the creditworthiness of the enterprise? And if so, could this “psychological capital” be leveraged as a predictive tool not only for credit appraisal decisions, but also to provide broader support to small businesses? Pioneering work done in Jamaica suggests that it could.