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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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Conference Presentations

Published
April 2, 2025

A Data-driven Approach to Revolutionize Campus Planning

Abstract: Many campuses face real estate pressures, reduced funding, and aging assets, but often lack complete data sets or tools for visualizing the connection between campus priorities. Bold strategies and tools can help us find commonalities and opportunities in a time of limitless needs and constrained resources. We will detail an approach that considers cost, campus vision, and asset management goals to enable flexible solutions with a data-driven analysis of capital planning alternatives. Come learn how to determine which data matters and how to approach your campus's challenges in a way that better supports the institutional mission and adaptation to change.

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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

What’s In It For Me? The Benefits of Data Asset Management

By: Elizabeth Greaney, Chief Business/Financial Strategy Officer | Surayya Johnson, Director of the Office of Student Life| Paul Miller, Professional Development Director | Nadine Porter, Deputy Chief Analytics and Insights Officer

Data is a pillar for organizational mission and for driving results. Planners must not undervalue the importance of data-informed decision-making and its link to institutional wellbeing and sustainability. Montgomery College's (MC) integrated planning incorporated robust community input that culminated into a successfully built plan that supports agility and flexibility.
Abstract: Data is a pillar for organizational mission and for driving results. Planners must not undervalue the importance of data-informed decision-making and its link to institutional wellbeing and sustainability. Montgomery College's (MC) integrated planning incorporated robust community input that culminated into a successfully built plan that supports agility and flexibility. MC continuously reminds and educates the campus community about 'what's in it for me' and the benefits of collaborating on this growth mindset. This session will demonstrate how data-driven planning fosters ownership, accountability, buy-in, and increases effectiveness and trustworthiness of institutional decision-making, resulting in positive outcomes and decreased risk.

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Conference Presentations

Published
July 23, 2024

Leveraging Progressive Design-Build Delivery for Capital Projects

By: Brandon Dekker, Principal | Brian Pratt, Associate Vice Chancellor and Campus Architect | Marijke Smit, Principal, Education Strategies | Khristina Stone, Preconstruction Manager

California recently passed legislation that permits its public entities to leverage Progressive Design-Build (PDB) delivery methods for capital projects.
Abstract: California recently passed legislation that permits its public entities to leverage Progressive Design-Build (PDB) delivery methods for capital projects. Other states are following suit, which will upend traditional planning and design processes. This session will outline necessary changes to pre-design planning processes and considerations to set projects up for success under a PDB delivery model. We'll share tools that will help you achieve better outcomes in your planning and design processes, including lessons learned from our own successes and challenges of using PDB as a project delivery method.

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Conference Presentations

Published
July 23, 2024

Inside Out: Understanding Space and Building Consensus in a Dynamic Environment

By: Jared Parylo, Assistant Director, Planning | Lilia Sodre, Space Planner, Strategic Designer

Building consensus is challenging, but planners who are empowered by knowledge of their campus's space can make informed decisions on how to plan for its most efficient usage.
Abstract: Building consensus is challenging, but planners who are empowered by knowledge of their campus's space can make informed decisions on how to plan for its most efficient usage. Through an integrated, inclusive, and tactile study of space, we'll share how diverse groups can help build a new baseline of knowledge. Come learn how to develop a grassroots approach on your campus by applying a space occupancy and utilization study that uses actual data and analytical graphics to aid in decision making and strategic planning on a small and large scale.

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Conference Presentations

Published
July 23, 2024

Finding Innovation in the ‘Space Between’

By: Jim Taylor, University Architect | Chip Trageser, Partner | Mrinalini Verma, Associate, Sustainability

As the University of Houston (UH) plans for its second century, the campus is looking to the 'space between' buildings, such as landscape and public space, for innovative opportunities to expand cross-disciplinary discovery.
Abstract: As the University of Houston (UH) plans for its second century, the campus is looking to the 'space between' buildings, such as landscape and public space, for innovative opportunities to expand cross-disciplinary discovery. This session will share how and why UH is remaking its arrival experience, central quad, and campus woodlands to foster social, physical, and mental wellbeing for the campus community. We'll discuss how to balance a 100-year stewardship planning framework with the pace of accelerated research and new buildings, demonstrating how both frames of reference can contribute to a campus's strategic objectives and an innovation mindset.

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