Lower appraisals are associated with properties that have unusual characteristics and regions with an important number of distressed gross sales, a lack of equivalent home sales or up-and-coming housing marketplaces, Based on a report from Fannie Mae.Often called valuation bias, appraisal bias can result in significantly reduced property valuations