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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

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
April 4, 2025

Institutional Transformation and Successful Accreditation Review Through Data-Informed Collaboration

Gain Accountability with Values-Based Integrated Planning

Implementing a values-based integrated planning framework equipped Southeast Community College to leverage the data it collected to build and strengthen relationships, align the institution within and across divisions, and prepare for change. The efforts led to the successful modernization of facilities, historic enrollment growth, staffing increases, other operational improvements, and a positive accreditation outcome.

From Volume 53 Number 2 | January–March 2025

Abstract: Southeast Community College (SCC) applied an integrated framework approach to inform all aspects of its successful comprehensive accreditation review. Following decades of reviews leading to monitoring and focused visits to address opportunities for improvement, SCC managed its most recent comprehensive assessment through integrated planning to ensure the accreditation process coincided with building relationships, aligning divisions and departments, and promoting a culture that is well prepared for change. This structured and focused integrated planning method for comprehensive accreditation review was associated with a successful outcome that involved no monitoring or required follow-up for the first time in the College’s accreditation history.

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Planning for Higher Education Journal

Published
February 5, 2025

‘Catching’ Substantive Changes with Integrated Planning

Form a Dedicated Team to Reduce Silos, Develop Cross-Unit Collaboration, and Implement Transformative Goals

Implementing changes at institutions that operate under a distributive leadership model can be challenging because academic and support units function separately. This article recommends successful ways to manage the change-making process.

From Volume 53 Number 2 | January–March 2025

Abstract: Implementing changes at institutions that operate under a distributive leadership model can be challenging because academic and support units are siloed. This article presents an example of one midsize, public, research institution’s successful strategy for “catching,” or identifying and managing, substantive changes using integrated planning. Through a centralized team of academic and support unit representatives, the academic units shared planned substantive changes, received feedback, and adjusted. The institution’s substantive change policy, infrastructure, and collaborative culture ensured the changes did not slip through the cracks or hit significant roadblocks. This article shares how the team operated, giving recommendations for institutions implementing the change practice.

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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

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

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Conference Presentations

Published
July 23, 2024

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

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

Collaboration in Strategic Resource Alignment

A codified planning and resource alignment process can elevate institutional planning culture and help ensure the alignment of resources to the strategic plan. We'll show how planning and resource alignment are part of a systematic, data-informed, and integrated approach to achieving an institution's mission and vision.
Abstract: A codified planning and resource alignment process can elevate institutional planning culture and help ensure the alignment of resources to the strategic plan. We'll show how planning and resource alignment are part of a systematic, data-informed, and integrated approach to achieving an institution's mission and vision. You'll walk away from this session with templates and logistical knowledge for effective implementation of annual planning and resource alignment as a part of an institutional integrated planning process.

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Conference Presentations

Published
July 23, 2024

Engaging Faculty in Classroom Planning and Design

Flexible classroom space is at a premium, making it necessary to link design with utilization to facilitate projected academic program growth. Including faculty in classroom planning and design processes is a vital part of supporting pedagogical innovation in campus learning spaces.
Abstract: Flexible classroom space is at a premium, making it necessary to link design with utilization to facilitate projected academic program growth. Including faculty in classroom planning and design processes is a vital part of supporting pedagogical innovation in campus learning spaces. This session will highlight recent strategic planning efforts with faculty and staff at the University of Pennsylvania (UPenn) focused on Central Pool classrooms and support for teaching and learning. We'll share ideas about how to facilitate collaboration between faculty, staff, and experts in the industry to maintain and advance flexible classrooms that support pedagogy and program development.

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