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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
December 1, 2025

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Coordinating Complexity

Streamline Institutional Change Through Integrated Planning

By: Will Miller, PhD, Danielle Farris, MS, Katelyn Nelson, BS, and Nicole Wallace, BS

The authors replaced a costly, time-intensive model with a SharePoint-based system to transform sprawling processes into responsive systems for growth.

From Volume 54 Number 1 | October–December 2025

Abstract: With over 100 programs and 113 sites across 28 states and multiple countries, Embry-Riddle Aeronautical University faced mounting complexity in managing institutional changes.

Previously, each change we made required meetings with up to 30 participants from more than 20 offices, including Financial Aid, Facilities, Academic Affairs, IT, and Site Management.

Through integrated planning, we replaced that costly, time-intensive model with a SharePoint- based system for asynchronous collaboration. The shift fostered transparency, reduced delays, and empowered cross-functional alignment. The project exemplifies how intentional design and relationship-building can transform sprawling processes into coordinated, responsive systems prepared for institutional growth and change.

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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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Conference Presentations

Published
July 22, 2024

It’s Alive! Georgia Tech’s Bold, Comprehensive Campus Plan

By: Juan Archila, Academic & Research Facilities Infrastructure Director | Laurence Brennan, Campus Planner | Megha Sinha, Principal, Urban Design and Planning | Rama Sivakumar, Senior Research Engineer

Planning for certainty in higher education's unpredictable climate is impossible.
Abstract: Planning for certainty in higher education's unpredictable climate is impossible. The living framework, a geographic information system-based (GIS) tool, gives institutions agency to adjust scenarios and measure impacts against set metrics to facilitate decision making and guide capital plans. Georgia Institute of Technology (GT) applies this integrated planning process for long-term relevancy as campus priorities and external factors evolve, the impacts of hybrid work emerge, and unexpected ideas develop. You can use GT's innovative planning tools and strategies to meaningfully respond to dynamic stakeholder needs, manage institutional complexity, measure sustainability and growth outcomes, and build an effective governance model.

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Planning for Higher Education Journal

Published
May 23, 2023

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Quickly Building a Bridge

Use an Institutional Effectiveness Planning Model to Drive Strategic Planning

By: Jason Nicholas, MS, Daniel Cullen, PhD, and Ellen Koski, MPH

Executive leadership changes at Northern Michigan University led the interim president, interim provost, and Board of Trustees to call for a bridge plan to clearly articulate strategic work happening throughout campus. This article describes how the university was able to develop an interim strategic plan with broad campus engagement in less than half a year.

From Volume 51 Number 3 | April–June 2023

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Planning for Higher Education Journal

Published
March 24, 2023

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Transforming Data into Meaningful Information

Put Methodologies in Action with Data-Driven Integrated Planning

By: Douglas Masterson, PhD, Christopher M. Davis, PhD, and Suzanne Carbonaro, MEd

Leaders in two different accreditation regions share best practices and lessons learned from their integrated planning evolution and its impact on operational efficiency and student learning.

From Volume 51 Number 2 | January–March 2023

Abstract: Institutional success depends on long-term sustainability, connecting investments with outcomes, and creating a culture that is data-informed. As the role of institutional effectiveness expands across higher education, designing a comprehensive integrated planning process is critical. Integrated planning requires a unified approach to utilizing academic and administrative data for continuous improvement. However, this can be an overwhelming process for institutions, with many unsure of where to start. Learn from leaders in two different accreditation regions as they share best practices and lessons learned associated with their integrated planning evolution and its impact on operational efficiency and student learning.

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Planning for Higher Education Journal

Published
November 15, 2021

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Book Review: Big Data on Campus

Data Analytics and Decision Making in Higher Education

By: Brooke L. Guelker, MA

From Volume 50 Number 1 | October–December 2021

Abstract: Edited by Karen L. Webber and Henry Y. Zheng
Johns Hopkins University Press: Baltimore: 2020
324 pages
ISBN: 978-1-4214-3903-7

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Blog Post

Published
October 15, 2021

Back to The Future

Institutional Research, Then and Now

By: Karen L. Webber, PhD

October 2021 marks Planning for Higher Education’s 50th issue! To celebrate, we’re looking back at earlier articles in Planning to reflect on how things change (and, sometimes, how they don’t). Although not a totally new concept, the need for data-informed decision-making in higher education today requires contemporary knowledge and skill from institutional research (IR) colleagues. They transform data into actionable information nuanced with contextualized insights that are essential in integrated academic planning.

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Conference Recordings

Published
July 16, 2021

2021 Annual Conference | July 2021

Supporting the Whole Student

New Models for Integrated Learning Centers

By: Jonathan Eldridge, College of Marin | Kelly Sanford, brightspot strategy | David Schnee, Group 4 Architecture Research | Stacey Thompson, Chabot College

In this session, we’ll share how the College of Marin and Chabot College's integrated learning centers are serving changing student populations using an inclusive library design approach.
Abstract: Even as 'non-traditional' students become the norm at community colleges, too many campus spaces and services fail to meet their needs. Inclusive engagement strategies can help ensure that we design for today's students. We'll share how the College of Marin and Chabot College's integrated learning centers are serving changing student populations using an inclusive library design approach. You'll learn how incorporating inclusive engagement and outreach in your planning process can result in facilities that allow students to better navigate the 'hidden curriculum' of college life and strengthen campus cohesion.

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Conference Recordings

Published
July 16, 2021

2021 Annual Conference | July 2021

Developing Shared Metrics to Guide Multi-level Institutional Planning

By: Megan Blackwelder, Northwestern University | Shoshannah Cohen, Northwestern University | Amit Prachand, Northwestern University

This session will focus on the development and use of consistent metrics through the program review process and other key university processes to support integrated planning at the department, school, and university levels.
Abstract: This session will focus on the development and use of consistent metrics through the program review process and other key university processes to support integrated planning at the department, school, and university levels. Using coordinated data at multiple levels of an institution can better inform both strategic planning and budget decisions. We'll share successful examples from Northwestern University that you can apply at your institution, including school-level dashboards that inform the annual strategic planning process as well as department-level planning.

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