Learning Resources

AI and HI Working

Collaborative Intelligence Can Significantly Improve Student Success

By: Linda B. Baer, PhD, and Donald M. Norris, PhD

As the AI tools get smarter and as HI skills continue to enhance planning, higher education should continue to explore what leading campuses have already accomplished.

From Volume 52 Number 1 | October–December 2023

Abstract: For the past 20 years, higher education has invested heavily in improving student success, using new data and analytics systems, tools, and practices. Improvements and progress across higher education have mostly failed to meet expectations. But the arrival of next-generation artificial intelligence (AI) provides an exceptional opportunity. By combining AI with human intelligence (HI), we can create a powerful collaborative intelligence that can be embedded in learning processes, tools, and practices, enterprise-wide. AI can accelerate the long-overdue transformation of higher education. This article describes how to combine AI and HI in collaborative intelligence to significantly improve student success.

Institutions Mentioned: Georgia State University, University of South Florida-Main Campus, CUNY John Jay College of Criminal Justice
Planning Types: Academic Planning
Tags: Assessment / Analytics, Data, Higher Ed Trends, Learning Technology, Student Retention, Student Success, Teaching and Learning, Trends External to Higher Ed

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Overcoming a $90M Budget Overage in Vanderbilt University’s Residential Colleges

A Multifaceted Team Worked Collaboratively to Stem Overruns

By: David Bailey, BA, AIA, LEED AP, and Walt Massey, BA

The University, architects, engineers, strategic planning consultants, and contractor teams worked hand in hand to peel back the onion to stem the overruns.

From Volume 52 Number 1 | October–December 2023

Abstract: When Vanderbilt University began seeing signs that cost escalation, scope additions, campus requirements, and authentic Collegiate Gothic architecture for their proposed new residence halls were all pressuring the budget, a multifaceted team worked collaboratively and arduously to stem the overruns.

Institutions Mentioned: Vanderbilt University
Planning Types: Campus Planning
Tags: Academic Facility, Engaging Stakeholders, Facilities Design, Facilities Planning, Implementation, Leadership in Energy and Environmental Design (LEED), Mixed-Use, Modifying the Plan, Project Management, Project Management / Delivery, Student Housing

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What Is Your Crisis ‘What If’?

Create a Sustainable Approach to Emergency Response Planning

By: Jessica A. Luedtke, PhD, and Mary M. Reinke, MBA, MS

The Medical College of Wisconsin planned strategically, engaged executive leadership, and operationalized an Administrative Response Team to navigate critical incidents impacting the university.

From Volume 51 Number 3 | April–June 2023

Institutions Mentioned: Medical College of Wisconsin
Planning Types: Continuity Planning
Tags: Building (or Writing) the Plan, Communication, Crisis and Disaster Management, External Collaboration / Partnerships, Leadership, Medical / Allied Health Education, Modifying the Plan, Recovery Planning, Response Planning, Risk Management, Scenario Planning, Security

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Book Review: The Agile College

How Institutions Successfully Navigate Demographic Changes

By: Bryan C. Harvey, EdD

From Volume 51 Number 2 | January–March 2023

Abstract: The Agile College: How Institutions Successfully Navigate Demographic Changes
by Nathan D. Grawe
Johns Hopkins University Press: Baltimore: 2021
298 pages
ISBN: 978-1421440231

Does hope motivate action or complacency? Does crisis induce change or despair? Nathan D. Grawe readily acknowledges this tension in The Agile College, his follow-up book to his 2018 Demographics and the Demand for Higher Education. The latter propelled the inescapable discussion throughout higher education of the looming “demographic cliff.” The Agile College suggests how agile institutions might prevent demography from becoming destiny.

Planning Types: Strategic Enrollment Management Planning
Tags: Change Management, COVID-19, Demographics, Disruptive Change, Recovery Planning, Resiliency, Shrinking Pool of Potential Students, Student Demographics, Student Recruitment, Student Retention, Trends External to Higher Ed

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Teetering on the Demographic Cliff, Part 3

Different Conditions Require a Different Kind of Planning

By: Bryan C. Harvey, EdD

Higher education has faced major changes for some time—COVID-19 accelerated that volatility—and now we’re anticipating the demographic downslope in student enrollment. How and when should institutions mobilize for the difficult work of planning in the face of wrenching change?

From Volume 50 Number 2 | January–March 2022

Abstract: Part 1 of this series described a major contraction in the pool of college-going 18-year-olds that will reverse decades of growth and stability for higher education. Part 2 explored how we can shape a planning context that supports success in the coming 10 or 20 years. Part 3 suggests how our approach to planning must shift to prepare for abrupt change.

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Teetering on the Demographic Cliff, Part 2

Turning Away from the Challenge Is the Riskiest Strategy of All

By: Bryan C. Harvey, EdD

Higher education has faced major changes for some time—COVID-19 accelerated that volatility—and now we’re anticipating the demographic downslope in student enrollment. How and when should institutions mobilize for the difficult work of planning in the face of wrenching change?

From Volume 50 Number 1 | October–December 2021

Abstract: Part 1 of this series described a major contraction in the pool of college-going 18-year-olds that will reverse decades of growth and stability for higher education. Drawing on the path-breaking analysis of Carleton College economist Nathan Grawe, it outlined how widespread but variable the change will be, and discussed some of the effects—on enrollment, revenue, facilities, staffing, and more—for which colleges and universities should be preparing. This Part 2 explores these implications: How can we shape a planning context that supports success in the coming 10 or 20 years? What attitudes and skillsets will remain useful, and what may need to change?

Planning Types: Strategic Enrollment Management Planning
Tags: Cost of Higher Ed, COVID-19, Demographics, Enrollment Management, Funding, Resiliency, Shrinking Pool of Potential Students, Student Demographics, Trends External to Higher Ed, US

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Teetering on the Demographic Cliff, Part 1

Prepare Now for the Challenging Times Ahead

By: Bryan C. Harvey, EdD

A long-term decline in birth rates raises fundamental planning questions for higher education as the pool of 18-year-olds contracts after 2025. How can planners and leaders use the time we have to prepare for some of the most wrenching changes in a generation?

From Volume 49 Number 4 | July–September 2021

Abstract: A long-term decline in birth rates raises fundamental planning questions for higher education as the pool of 18-year-olds contracts after 2025. This Planning for Higher Education series explores how planners and leaders can use the time we have to prepare for some of the most wrenching changes in a generation. This article, Part 1, surveys the planning horizon as we emerge from COVID-19 and describes the challenges ahead. Part 2 considers specific planning strategies institutions can adopt to meet the challenge. Part 3 tackles perhaps the most daunting challenge: how to mobilize institutions to actually do what needs to be done, however inconvenient (or worse) that may be.

Planning Types: Strategic Enrollment Management Planning
Tags: Cost of Higher Ed, COVID-19, Demographics, Enrollment Management, Funding, Resiliency, Shrinking Pool of Potential Students, Student Demographics, Trends External to Higher Ed, US

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Keep on Keepin’ on

Customized Retention Practices Helped Low Income and Single Mom Students to Persist

By: Andrew J. Smith, EdD, and Jennifer Vamvakas, EdD

A support program for low-income and/or single-mother students to improve their persistence and retention was revisited 15 years after it had been launched at Charter Oak State College. Did follow-up with the graduates show that the effort had aided the former participants in obtaining their college degree? Had the collaboration between the institution’s Academic Services, Enrollment Management, and Financial Aid departments—and the support they offered—help the students to persevere? Based on survey results, was the program still of value, and what improvements needed to be made?

From Volume 49 Number 2 | January–March 2021

Abstract: This article is based on follow-up survey research from a doctoral case study that highlighted effective retention practices for low-income and/or single mothers who were students within the Women in Transition (WIT) program at Charter Oak State College. The concept of retention in this instance is an enrollment management practice aimed at maintaining a student population while aiding the institution in sustaining organizational success. Emphasis is placed on the retention concepts of social and academic integration that enabled the specific population to persist and succeed.

Institutions Mentioned: Charter Oak State College
Planning Types: Academic Planning
Tags: Assessment / Analytics, Attracting and Retaining Underrepresented Students, Measuring the Plan, Original Research, Student Retention, Student Success, Student Support Services, Underserved Students

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If Tuition Rises . . .

. . . Does Racial and Ethnic Minority Student Enrollment Plummet?

By: QianQian Yu

When the cost of American higher education goes up, access to economic opportunity, social mobility, and positive academic outcomes are, subsequently, restricted for students of color. Campus admissions and retention planning professionals are first witnesses to the inequality.

From Volume 48 Number 1 | October–December 2019

Abstract: This article explores the impact of tuition increases on student retention and higher education admission and retention planning for racial and ethnic minorities. Research shows that the racial and ethnic minority student population on campus is negatively affected by tuition increases. Literature is examined for potential impacts of tuition increases on a student’s decision of school choice. And although literature provides little in the way of recommendations for resolving the issues associated with tuition increases, this article offers some suggestions for student retention planning.

Planning Types: Student Affairs Planning, Strategic Enrollment Management Planning, Diversity, Equity, and Inclusion Planning
Tags: Cost of Higher Ed, Racial Equity, Student Retention, Tuition Pricing, Underserved Students

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An Approach to the Preparation or Revision of a Master Plan for a Nigerian Polytechnic

By: Ayodeji Oloyo

Whether preparing a plan for a proposed institution or revising a plan for an existing institution, following a carefully designed approach greatly facilitates the realization of the institution’s vision and mission.

From Volume 46 Number 2 | January–March 2018

Abstract: This article presents an approach for the preparation of a feasible master plan for a proposed polytechnic. It identifies and discusses key steps common to all methods used in the preparation of an institutional master plan. The object is to provide pertinent information to guide the preparation of a master plan that ensures a successful implementation and fulfillment of the institution’s objectives. It was concluded that the adoption and implementation of an appropriate master plan for a named polytechnic greatly facilitates the realization of the institution’s vision and mission.

Institutions Mentioned: Federal Polytechnic, Ilaro
Planning Types: Campus Planning
Tags: Campus Master Planning, Modifying the Plan, New Campus

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