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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Blog Post

Published
August 9, 2023

6 Integrated Planning Strategies and Tips We Learned at SCUP 2023

By: SCUP

Every year at SCUP’s annual conference, over 1,000 of higher education’s leaders and innovators gather to share how they are advancing integrated planning at their college or university. Out of the wealth of tools, strategies, and tips shared at SCUP 2023, which took place earlier this month in Cleveland, here are six that stood out.

Institutions Mentioned: University of Colorado Denver, Texas Tech University, Augusta University, Southeast Community College
Planning Types: Strategic Planning, Resource Planning, Institutional Effectiveness Planning
Tags: Alignment, Budget / Finance, Budget Planning, Communication, Data, Decision Making, Engaging Stakeholders, Institutional Effectiveness, Resource Allocation

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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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Destination 2030

The Need for Transformation Architects

By: Edward Inch, PhD, Minnesota State University – Mankato | Lynn Akey, PhD, Minnesota State University – Mankato | Linda Baer, PhD, Strategic Initiatives and Minnesota State University – Mankato

Institutions Mentioned: Minnesota State University-Mankato
Planning Types: Academic Planning, Strategic Planning, Resource Planning
Tags: Adaptable Plans, Alignment, Assessment / Analytics, Data, Disruptive Change, Enrollment Management, Environmental Scanning, Higher Ed Trends, Organizational Change, Planning Processes, Presidential Leadership, Student Demographics, Student Success

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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.

Institutions Mentioned: University of Southern Mississippi, University of Maryland-Global Campus
Planning Types: Academic Planning, Institutional Effectiveness Planning, Resource Planning
Tags: Academic Program Review, Alignment, Assessment / Analytics, Budget Planning, Dashboards, Data, Faculty Productivity, Metrics, Planning Processes, Planning Technology, Resource Allocation, Student Learning Outcomes, Student Success, SWOT Analysis

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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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Social Mobility and the Graduation Rate Paradox

Can You Advance One and Avoid the Other?

By: Roy Mathew, PhD, Elsa Bonilla-Martin, PhD, Luis A Aguirre, MS, and Naoko Tsuboi, MA

By using a metric-based planning framework, researchers at the University of Texas at El Paso identified areas for institutional intervention to enhance social mobility outcomes.

From Volume 51 Number 1 | October–December 2022

Abstract: Social mobility is an emerging area of focus for higher education institutions. In recent years, we have seen a proliferation of measures related to social mobility produced by publishers, scholars, think tanks, and foundations. However, it is still unclear which social mobility measures to advance, or when to intervene to improve social mobility outcomes. We rely on a century of literature from economics, sociology, and policy analysis to identify an appropriate framework to understand higher education’s contribution to social mobility. Using the metric-based planning framework, we identify areas for institutional intervention to enhance social mobility outcomes.

Institutions Mentioned: The University of Texas at El Paso
Planning Types: Institutional Effectiveness Planning, Strategic Enrollment Management Planning, Diversity, Equity, and Inclusion Planning
Tags: Attracting and Retaining Underrepresented Students, Diversity Equity and Inclusion (DEI), Enrollment Management, Student Demographics, Student Success, Underserved Students

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A Practical Guide to Strategic Planning in Higher Education

Second Edition, with New and Updated Content

By: Karen E. Hinton, PhD

A resource for anyone engaged in college or university strategic planning, and an excellent primer for planning committees. This second edition also contains new strategies for using an institution’s strategic plan during times of institutional upheaval, and additional techniques for jump-starting various parts of the planning process.

Abstract: A Practical Guide to Strategic Planning in Higher Education is a resource for anyone engaged in college or university strategic planning; it is also an excellent primer for planning committees. Using clear definitions, practical tips, and examples drawn from actual situations, this short book acts as a manual for both experienced planners and those who are new to the process. This second edition also contains new strategies for using an institution’s strategic plan during times of institutional upheaval, and additional techniques for jump-starting various parts of the planning process.

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Blog Post

Published
July 6, 2022

What Is a Bridge Plan?

(And Does Your Institution Need One?)

By: Sadie Wutka, Director of Content Strategy, SCUP

A bridge plan allows a college or university to continue to pursue defined strategic pathways during times of uncertainty or rapid, unpredictable change. It’s also a good solution for when faculty and staff are overwhelmed due to a highly volatile, uncertain, complex and ambiguous (VUCA) environment.

Planning Types: Strategic Planning
Tags: Adaptable Plans, Bridge Planning, Change Management, COVID-19, Disruptive Change, Modifying the Plan, Organizational Change

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