UMass Lowell’s First Destination Career Outcome Study data collection and reporting methodologies conform to the guidelines set forth by the National Association of Colleges and Employers (NACE). The study uses a variety of data gathering methods including an online survey, data sourced from the National Student Clearinghouse, internal university sources and public data, such as LinkedIn. The data represented was gathered between April 2019 and December 2019.