In this chapter, we walk the reader through a set of scenarios that administrators might face when using different types of data on campus. We also provide guiding questions to help institutional research professionals explore how to think about these scenarios with ethics in mind.

Drawing from Trade Adjustment Assistance Community College and Career Training (TAACCCT) grant evaluations and interviews with the field, this chapter includes examples of three cases that integrated advising and prior learning assessment for adults returning to education, and discusses the benefits and drawbacks of each approach.

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