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The RP Group

Possibilities for Improving Student Success Using Predictive Analytics: Findings from an Environmental Scan of Predictive Analytics

September 2014

This report describes an environmental scan of predictive analytics conducted by the RP Group as a companion to the Multiple Measures Assessment Project and the California Community College Common Assessment Initiative. It explores the possibilities associated with the use of predictive analytics and “big data” in higher education, and notes several ethical concerns. The report also describes the human resources and data considerations the development of an effective "center for data science" serving the California Community Colleges system, including issues related to data sources and quality, storage and management, and system integration.

 

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The Multiple Measures Assessment Project is an effort of the California Community Colleges Common Assessment Initiative (CAI) designed to develop, pilot, and assess implementation of a statewide placement tool using multiple measures.

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Focus Population : Basic skills students
Author: RP Group

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