Payment expectations for research participation among subjects who tell the truth, subjects who conceal information, and subjects who fabricate information.

Multiple models guide researchers' payment practices but few studies have assessed subjects' expectations for payment. Payments in excess of subjects' expectations may result in undue inducement, while payments below these expectations may be associated with exploitation. Data on subjects' payment expectations will help inform practices to avoid undue inducement and exploitation.