American Evaluation Association. The American Evaluation Association (AEA) is a professional association for evaluators and those with a professional interest in the field of evaluation, including practitioners, faculty, students, funders, managers, and government decision-makers. As of 2014, AEA has approximately 7057 members from all 50 US states and over 60 other countries.