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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 24, 2025

Planning for Parenting Student Success

A Cross-Functional University Initiative Provides Centralized Delivery of Support Services

By: Apryl Motley, CAE, SASM

To gain insight into how cross-functional planning can support parenting students’ success, we turned to Brianne Dávila, PhD, associate dean for academic programs and student success and professor of sociology, California State Polytechnic University, Pomona, and Giselle Navarro-Cruz, PhD, associate professor, early childhood studies, California State Polytechnic University, Pomona.

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Conference Presentations

Published
April 3, 2025

Piloting Health and Wellbeing Metrics in University Capital Projects

Abstract: The University of California system recently incorporated wellbeing and diversity goals in its sustainability practices policy. Campuses must start planning how they will proactively move these goals forward. This session will provide a successful example of piloting new metrics?Äîbased upon the WELL Building Standard?Äîin university capital projects to ensure and maintain occupants' good health and wellbeing through cross-campus integration. Join us to explore opportunities for applying the WELL rating system's ten concepts that elevate wellbeing and physical environment health impacts on your campus.

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Blog Post

Published
January 15, 2025

We’re All in Labor

A Different Perspective on Higher Education Institutions Working with Unions

By: Apryl Motley, CAE, SASM

To gain insight into relationships between higher education institutions and labor unions, we turned to Gregory Mantsios, the founding dean of the City University of New York (CUNY) School of Labor and Urban Studies and director of the Murphy Institute for Worker Education and Labor Studies.

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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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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 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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Conference Presentations

Published
July 23, 2024

Campus Master Planning as a Catalyst for Broader Economic Development

By: Suzanne Klein, Principal, Associate Vice President | Mark McCormick, President

In the face of unprecedented changes, Middlesex College is tackling pressing issues to stay relevant by conducting community outreach, developing partnerships to address workforce changes, supporting non-traditional students, and promoting diversity, equity, and inclusion (DEI).
Abstract: In the face of unprecedented changes, Middlesex College is tackling pressing issues to stay relevant by conducting community outreach, developing partnerships to address workforce changes, supporting non-traditional students, and promoting diversity, equity, and inclusion (DEI). We'll share how Middlesex went beyond enrollment metrics and traditional master planning strategies with an innovative plan that involves the county and community in supporting a variety of campus and regional initiatives. Come learn how you can apply innovative approaches at your institution to transform long-term academic and master planning while leading cultural changes?internally and externally?and prepare your campus for a post-pandemic world.

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Conference Presentations

Published
July 22, 2024

Research Space Utilization Metrics: Putting Them to Work for You

By: Greg Aldridge, Sr. Lab Planner | Erik Halle, Senior Director, Knowledge Enterprise Operations | Stan Klonowski, Associate Director

The cost of building and operating research space continues to increase alongside the profile of these spaces on campus.
Abstract: The cost of building and operating research space continues to increase alongside the profile of these spaces on campus. Space management practices can help to enhance institutional reputation by growing research on a more affordable and sustainable basis. This session will examine Arizona State University's (ASU) process of managing research space in new and existing buildings, the research funding and facilities ecosystem, common metrics for productivity, and justifications for space management. We'll provide data-driven insight into ASU's implementation, ideas for translating the process to your institution, and justification for implementing our research space management and optimization practices.

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Conference Presentations

Published
July 22, 2024

Navigating Academic Success: Dashboards for Data-informed Decision Making

By: Nasrin Fatima, Associate Provost for Assessment and Analytics, SUNY at Binghamton

The role of data-informed decision-making can't be overstated.
Abstract: The role of data-informed decision-making can't be overstated. By leveraging advanced data visualization techniques, these dynamic dashboards provide real-time insights into key performance indicators, enabling informed and strategic decision making. We'll embark on a visual journey into the heart of data-informed decision making with a focus on exceptional dashboards, delving into visual analytics to illuminate the transformative impact they have on leadership and student success. Come learn about the transformative impact that Binghamton University's dashboard creation and visual analytics has on academic leadership, departmental efficiency, student success initiatives, and institutional excellence.

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