Learning Resources

Abstract: Challenging times continue for higher education: calls for more accountability, assessment of outcomes, evidence of institutional performance, relevance for life and careers, and student success. Integrated strategic planning and decision making in this ever-changing environment is critical for campus leadership. To maximize accountability, assessment, analytics, and accreditation, it is imperative for campus leaders to develop an integrated approach that begins with standard metrics, aligns with performance-based goals, and connects with accreditation requirements. Analytics, learning analytics, and learning management systems provide the crucial link to learning standards that support the reporting, monitoring, and improvement of student learning.

Abstract: Institutions are managing numerous student success initiatives simultaneously, but they lack the necessary data and infrastructure to evaluate outcomes. They also struggle to clearly link a particular initiative to a specific individual outcome. Using prediction-based propensity score matching (PPSM), a methodology compliant with the U.S. Department of Education’s What Works Clearinghouse’s requirements, we facilitated the analysis of key initiatives to measure efficacy, ensuring that outcomes of students participating are compared to control students with similar propensity. The recent work explored in this article helps two institutions understand the impact of their innovation and more precisely scale student support.

Abstract: In 2009 the Arizona University System (supporting over 130,000 enrollments) through its Board of Regents directed its board president and the presidents of Arizona State University, University of Arizona, and Northern Arizona University to create an operational plan that reflected the board’s vision, goals, and strategic directions. A primary objective was to transform the system (or enterprise) vision into concrete goals and outcomes that would directly connect to financial decision making at the system and university level. The backdrop for higher education planning and budgeting expectations included the continuation of severe reductions in state funding, rapidly increasing student tuition and fees, and a call for greater accountability. The planning processes were characterized by the integration of board and presidential discussions, inclusion of constituent debate, identification of strategic choices, and approval of outcomes focused on measuring performance. The integration ran across and within three organizations or levels that included the Arizona Board of Regents, its system administration, and the three universities.