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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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Planning for Higher Education Journal

Published
December 10, 2025

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A Day-in-the-Life of a College Planner . . . in 2030

AI Reimagines Higher Education Planning

By: Linda Baer, PhD, Colleen Carmean, PhD, Joseph (Tim) Gilmour, PhD, and Donald Norris, PhD

The authors invite readers to join them on a journey into the future, five years ahead. Step into the shoes of a higher education planner in the year 2030 and see firsthand how transformative ideas might reshape your day and decisions.

From Volume 54 Number 1 | October–December 2025

Abstract: To put their thinking about AI into practice, the article authors asked ChatGPT to help craft day-in-the-life scenarios for an invented higher education planner in the year 2030. Using a series of prompts, they requested an applied breakdown of that planner’s day. Initial ideas and about two-thirds of the scenarios were conceived by ChatGPT in response to those prompts.

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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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Webinar Recordings

Published
September 18, 2024

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Managing Change While Moving Things Forward: An Institutional Response to Artificial Intelligence

By: Becca Pad, MSIS, Library Director | Ashlei Watson, MSML, Director of Academic Planning and Effectiveness

How do you provide a safe space for authentic and inclusive dialogue while addressing a contentious topic in higher education?
Abstract: How do you provide a safe space for authentic and inclusive dialogue while addressing a contentious topic in higher education? How do you provide the opportunity and education needed for your campus community to recalibrate their thinking when a response is needed right away? We worked through these issues in the development of an Artificial Intelligence institutional statement and department guidelines at our art and design institution. It wasn’t easy, and we’re still learning, but our case study might provide change management strategies you can use at your own institution.

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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

Diverse Perspectives on Student Housing Affordability

By: Emanuel Gunn, Associate Vice President/Public Private Partnerships | Ryan Jensen, Project Manager | Heidi Scribner, Associate Vice Chancellor, Auxiliary Services | Tim Stevens, Principal

Housing insecurity is becoming a more and more frequent issue across many colleges and universities.
Abstract: Housing insecurity is becoming a more and more frequent issue across many colleges and universities. The University of California System, the largest in the nation, reported that eight percent of their undergraduate population lacks a safe, regular, and adequate nighttime place to stay and sleep. Join our diverse panel of student housing experts to discuss critical impacts, observations, policies, and considerations around the ever-expanding cost burden in accessing a college degree.

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Conference Presentations

Published
July 23, 2024

Bison Blueprint: Building An Integrated Planning Culture At Gallaudet

By: Kristin Mulrooney, Strategic Planning & Integration Officer | Guthrie Nutter, Strategic Communications and Planning Manager| Jennifer Powers, Sr. Project Manager

A successful integrated plan requires the broad engagement within an institution.
Abstract: A successful integrated plan requires the broad engagement within an institution. In this session, we'll demonstrate how we taught key leaders about integrated planning by breaking down the integrated planning process to enable plan creation for different programs and divisions. We'll share our Bison Integrative Planning Toolkit, which provides an 'evergreen' resource for onboarding colleagues into the integrated planning process and also serves as a manual that walks through the process of creating a plan. Join us to gain teachable, no-cost resources that you can easily disseminate at your institution to foster necessary skills for building an integrated planning culture.

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