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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
August 18, 2025

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Strategic Alignment for Degree Completion

Leverage an Integrated Planning Approach to Improve Credit Momentum and Student Success

By: Nicole DeCapua, EdD, Mildred Mihlon, PhD, and Tracy Louisse S. Chacon, MEd

By coordinating cross-functional teams, employing real-time data, and strengthening communication systems, a university bolstered student retention and completion without requiring new funding or staff.

From Volume 53 Number 4 | July–September 2025

Abstract: This article presents how a small, resource-constrained university leveraged integrated institutional planning to launch a 30-credit completion strategy that significantly improved student momentum, graduation rates, and institutional planning culture. By coordinating cross-functional teams, employing real-time data, and strengthening communication systems, the university built a scalable and sustainable framework that bolstered student retention and completion without requiring new funding or staff. This case offers a roadmap for similarly situated institutions aiming to align credit accumulation initiatives with broader strategic goals to drive measurable student success outcomes.

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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

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

Integrated Campus Master Planning for Unprecedented Capital Improvements

By: Michael Hoff, Vice Provost

Universities are complex organizations that must align many different types of plans to maximize success.
Abstract: Universities are complex organizations that must align many different types of plans to maximize success. Integrated planning is vital to the master planning process because it requires support of all university constituencies. This session will describe how integrated planning and the development and implementation process of the East Tennessee State University (ETSU) master plan enabled ETSU to receive external support of more than $400 million for new and renovated capital projects over the past decade. We'll share how to plan across units, gain constituency support, take steps for project proposals that gain state support through competitive approval processes, and ensure the master plan is the foundation for university growth.

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Conference Presentations

Published
July 23, 2024

Leveraging Your Resources to Build a Comprehensive, Data-driven Strategic Plan

By: Gianna Darrow, Executive Director of Data Analytics and Strategic Planning | Jimmy Jung, Senior Vice Chancellor | Marsha Lowery, Vice Chancellor for Student Academic Success

Institutions can align their needs with innovation and insight by creating a strong integration of data and research processes for a data-driven, impactful strategic plan. We'll demonstrate how to build a data-driven strategic plan by applying research methodologies, leveraging public data, optimizing institutional data, and constructing a content analysis.
Abstract: Institutions can align their needs with innovation and insight by creating a strong integration of data and research processes for a data-driven, impactful strategic plan. We'll demonstrate how to build a data-driven strategic plan by applying research methodologies, leveraging public data, optimizing institutional data, and constructing a content analysis. You'll come away from this session with a blueprint to integrate into your own planning processes that will bolster your data skills and provide you with a mechanism to weave together planning with data-driven insights.

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