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Planning for Higher Education Journal

Published
January 20, 2026

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Beyond Compliance

Building a Sustainable Assessment Framework for Continuous Improvement at Scale

By: Amanda M. Main, PhD, and Sean W.G. Robb, PhD

A case study of a public university’s college of business administration contributes empirical evidence of scaling challenges and offers a transferable framework for institutions seeking to enhance assessment capabilities while maintaining faculty engagement.

From Volume 54 Number 2 | January–March 2026

Abstract: Using a longitudinal case study spanning two decades (2003–2022), the authors analyzed how a large public university’s college of business administration designed a system that balanced institutional assessment needs with faculty workload considerations. Their findings revealed that successful large-scale assessment systems require: (1) multilevel organizational structures with clear staff roles, (2) embedded assessment measures leveraging existing coursework, (3) technological infrastructure to streamline data collection, and (4) robust feedback mechanisms ensuring interventions are implemented and evaluated. The study contributes empirical evidence of scaling challenges and offers a transferable framework for large institutions seeking to enhance assessment capabilities while maintaining faculty engagement.

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Blog Post

Published
September 2, 2025

How Strategic Is Your Strategic Plan?

Identify Its Shortcomings and Ask Key Questions

By: Sarah L Collie, PhD, Associate Vice President for Organizational Excellence, University of Virginia

Today, strategic planning in colleges and universities is more crucial than ever. Yet many strategic plans in higher education lack a clear strategy, instead resembling a long-range plan.

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Planning for Higher Education Journal

Published
December 11, 2024

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Strategic Planning for the Uncertain Road Ahead

Collectively Set Your Institution’s GPS to the Future

By: Diana L. Young, PhD, and Holley Morris Roberts, EdD

A public liberal arts institution began an integrated, collaborative, and future-focused strategic planning process during COVID-19, enrollment declines, and financial shortfalls. Committed leadership, listening to stakeholder voices, and studying best practices from other universities paved their strong path forward.

From Volume 53 Number 1 | September–December 2024

Abstract: Georgia College & State University, a public liberal arts institution, began an integrated,
collaborative, and future-focused strategic planning process during a time of uncertainty (COVID-19, enrollment declines, financial shortfalls, etc.). This planning included shared leadership across campus to develop and implement the plan, data-informed decision-making by a diverse group of steering committee members representing all areas of campus, visits to strategically identified aspirant universities, and ongoing stakeholder engagement that included student input. These strategies leveraged the inherent qualities of a liberal arts institution while addressing the challenges and opportunities that exist in public higher education.

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Planning for Higher Education Journal

Published
October 31, 2024

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Leveraging Data to Engage Our Community

Data Play Dual Roles in Facilitating Inclusive and Evidence-Based Strategic Planning

By: Su Swarat, PhD, and Gina Park, PhD

Success in strategic planning requires decision-making that reflects the collective vision of diverse constituents.

From Volume 52 Number 4 | July–September 2024

Abstract: Success in strategic planning requires decision-making that reflects the collective vision of diverse constituents. At California State University, Fullerton we leveraged data as the essential thread in engaging our community in an inclusive strategic planning process. Data played dual roles, serving as input and output, to provide a common framework through which the ideas and wisdom of our community are reflected and shared, anchoring the strategic plan firmly in the campus voices. Our engagement through data embodied our commitment to evidence-based decision-making and contributed to the success of our strategic planning process.

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Planning for Higher Education Journal

Published
October 29, 2024

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The Devil and the Detail

Using Headcount and FTE in the Planning Process

By: Karen E. Hinton, PhD

Often, student, faculty, and staff headcount and FTE can be misunderstood and misused. Understanding crucial factors about these data sets can strengthen the planning process.

From Volume 52 Number 4 | July–September 2024

Abstract: Everyone involved in planning activities will be aware of the use of data in the process. Data-driven planning is ubiquitous in all planning processes but can be a weak spot for many planners. The difficulty for most people is that the very mention of “data” can make eyes glaze over. Some of the least understood and most misused data are student, faculty, and staff headcount and FTE (full-time equivalent). Understanding some critical factors about these data sets can help demystify them and strengthen the planning process.

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Blog Post

Published
August 9, 2024

Slight Differences and Lots of Similarities

Two Conference Presenters Both Advocate for Developing and Improving Planning Culture

By: Melodie Greer, MEd, Bryn Athyn College

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Conference Presentations

Published
July 23, 2024

Good, Better, Best: A Collaborative Approach for High-impact Program Proposals

By: Michael Rothlisberger, Assistant Vice Chancellor for Academic Strategy and Analytics

The University System of Georgia's (USG) academic program proposal process aims to align program development with system-wide strategic goals while increasing graduate employability to meet workforce demands.
Abstract: The University System of Georgia's (USG) academic program proposal process aims to align program development with system-wide strategic goals while increasing graduate employability to meet workforce demands. This session will illustrate how USG's well-oiled standardized system prioritizes interdepartmental collaboration and iteration, drawing on diverse perspectives to create new degree programs across 26 universities. Come learn about how our "Good, Better, Best" approach uses a detailed application and budget template to generate high-impact programs that prepare students to enter an ever-evolving workforce.

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Conference Presentations

Published
July 23, 2024

A School Without Walls: The Architecture of Data Science

By: Phil Bourne, Founding Dean | Lauren Shirley, Senior Associate | Mike Taylor, Principal

Data science is a rapidly developing discipline and serves as a catalyst for the future development and management of institutional faculties.
Abstract: Data science is a rapidly developing discipline and serves as a catalyst for the future development and management of institutional faculties. This session will examine the unique engagement process behind the University of Virginia's (UVA) 'School without Walls', as well as its dynamic programming and design for serving an emerging discipline. This project plays a special role in providing a venue for community and industry interaction and research. We'll explore points of engagement with an expanding faculty throughout the design process, which inspired flexible internal planning, and reflect on the appropriateness of wider contextual influences on the design solution.

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