Using Data Mining to Explore Why Community College Transfer Students Earn Bachelor’s Degrees With Excess Credits

This CCRC working paper uses data-mining techniques to analyze student transcripts from two states and identify variables associated with excess credits among bachelor’s degree completers who started at a community college.
Tackling Transfer: A Guide to Convening Community Colleges and Universities to Improve Transfer Student Outcomes

This guide aims to help state entities organize workshops for two- and four-year institutions to improve transfer and graduation outcomes for their students through data analysis and self-reflection of institutional practices and the development of action plans.
How to Measure Community College Effectiveness in Serving Transfer Students

This guide provides instructions for community colleges that want to use National Student Clearinghouse data to assess their own effectiveness and that of particular transfer partnerships in helping students to transfer and complete bachelor’s degrees.
Takes Two to Tango: Essential Practices of Highly Effective Transfer Partnerships

This journal article offers a set of essential transfer practices culled from national fieldwork to two- and four-year institutional transfer partnerships identified using NSC data as highly effective in supporting transfer student success.
Building Transfer Student Success at Macomb Community College: A Report on Transfer and Degree Completion

Using student data, this report provides information on the outcomes of students who attended Macomb Community College and then transferred to one of 14 four-year destination colleges.