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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Analyzing Existing Campus Space for Hybrid Teaching and Learning

A Step-by-Step Process Helps Planners Reconceptualize Classrooms

By: Aiman Khamitova, EdD, Luis R. Rojas-Solórzano, PhD, and Ines Russinho Mouga, MSc

In the aftermath of COVID-19, Nazarbayev University (Kazakhstan) rethought learning spaces, adapting them to the good practices that were used during the period of solely online teaching.

From Volume 51 Number 4 | July–September 2023

Abstract: This article describes the step-by-step process of campus space reconceptualization. In the aftermath of the COVID-19 pandemic, there was a need to rethink learning spaces and adapt them to some of the good practices used during the solely online teaching period. Through cross-functional collaboration and joint governance, a purposefully established task force audited all classrooms at Nazarbayev University (Kazakhstan). It came up with short-term and long-term recommendations. The audit results and recommendations outlined in this article might be useful to university administration and leadership interested in campus repurposing due to pandemic effects on teaching and new formats like hybrid learning that have influenced instruction.

Institutions Mentioned: Nazarbayev University
Planning Types: Campus Planning
Tags: COVID-19, Facilities Design, Facilities Planning, Hybrid Learning, Learning Environments, Online Learning, Renovation, Space Assessment, Teaching and Learning

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Example Plans

Published
June 30, 2023

Strategic Plan, Strategic Planning Website

Multiple Locations

Strategic plan for the university system developed by the state’s board of higher education.

Planning Types: Strategic Planning, Academic Planning
Resource Types: Strategic Plan, Strategic Planning Website
Tags: Attracting and Retaining Underrepresented Students, Diversity Equity and Inclusion (DEI), Faculty Productivity, Goals, Governance, Measuring the Plan, Metrics, Racial Equity, Strategies and Tactics, Student Success, Workforce Development

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Optimizing for Growth

Long-Term Planning Is Essential During an Institutional Merger, Acquisition, and/or Geographic Expansion

By: Clayton Mitchell, MS, PE, CEM, and Chuck Rudalavage, BArch, AIA, LEED AP

Thomas Jefferson University focused on culture, communications, and collaboration during a transformational period of combining institutions.

From Volume 51 Number 3 | April–June 2023

Abstract: Accurately planning long-term strategy can be a shaky task for quickly-growing organizations, especially those that desire to maintain a strong impression on their stakeholders and surrounding communities. History shows that mergers and acquisitions can negatively impact an organization’s culture, communication initiatives, and internal and external experiences. Thomas Jefferson University, a longstanding private medical research university in Philadelphia, educating scholars since 1824, in recent years merged with Philadelphia University and further expanded its footprint through the aligned Thomas Jefferson University Hospital. The authors of this article describe how to collaboratively optimize growth during a transformational period.

Institutions Mentioned: Thomas Jefferson University
Planning Types: Campus Planning
Tags: Change Management, Engaging Stakeholders, Facilities Design, Facilities Planning, Medical / Allied Health Facility, Organizational Change, Placemaking, Planning Processes, Renovation

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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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It Takes a (Virtual) Village

Harper College Accomplished Integrated Campus Planning During a Time of Profound Change

By: Avis Proctor, EdD; Maria Coons, EdD; Krisan Osterby, MLA, ITGA; Stephen Siegle, MArch, AIA, LEED AP BD+C

This large community college successfully embraced virtual communication platforms and moved forward with a viable 10-year plan during a global health crisis, economic turbulence, and technological change.

From Volume 51 Number 2 | January–March 2023

Abstract: Integrated planning during profound change requires extra flexibility and attention to user engagement while utilizing new modes of interaction. This article summarizes a successful virtual and comprehensive planning process, including consensus-building, and approval at Harper College. It reviews results and lessons learned by this large community college as it embraced virtual communication platforms and moved forward with a viable 10-year plan during a global health crisis, economic turbulence, and technological change. The authors share the remote process used to set goals, assess resources, define needs, explore options, and guide decision-making with numerous stakeholders.

Institutions Mentioned: Harper College
Planning Types: Campus Planning
Tags: Academic Facility, Alignment, Campus Master Planning, Community College, COVID-19, Engaging Stakeholders, Facilities Assessment, Facilities Planning, Planning Processes, Student Center / Union, SWOT Analysis

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Managing Change from the Murky Middle

Offering Role Structure and Support Helps Middle Managers Effectively Lead Change

By: Nicole H. Gahagan, MEd

Middle managers are often blamed for change failure and portrayed as change resisters or saboteurs. However, what looks like obstructionist behavior could actually be the observable effects of role ambiguity.

From Volume 51 Number 2 | January–March 2023

Abstract: Middle managers are often blamed for change failure and portrayed as change resisters or saboteurs. However, what looks like obstructionist behavior could actually be the observable effects of role ambiguity. Absent clear expectations, middle managers might assume their own unsanctioned change leadership path or take on no role at all because they lack understanding about their responsibilities. This article explores the complexity of middle managers’ experience, examines how middle managers at a two-year college navigated the uncertainty of their role within the context of institutional change, and provides readers with suggestions for equipping middle managers to become effective change agents.

Institutions Mentioned: Waukesha County Technical College, Madison Area Technical College
Tags: Alignment, Analyzing Stakeholders, Change Management, Community College, Engaging Stakeholders, Human Resources, Implementation, Organizational Change, Organizational Culture, Student Services, Student Success

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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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Book Review: Higher Education Systems Redesigned

From Perpetuation to Innovation to Student Success

By: Terry Brown, PhD

From Volume 51 Number 1 | October–December 2022

Abstract: Higher Education Systems Redesigned: From Perpetuation to Innovation to Student Success
Edited by Jonathan S. Gagliardi and Jason E. Lane
SUNY Press: Albany, New York: 2022
ISBN: 9781438487670
252 Pages

Institutions Mentioned: California State University-Chancellors Office, University System of Georgia, Tennessee Board of Regents, The University of Texas System Office, University System of Maryland, Austin Peay State University
Planning Types: Academic Planning
Tags: Assessment / Analytics, Diversity Equity and Inclusion (DEI), Innovation, Student Success, Student Support Services, System of Colleges or Universities, Teaching and Learning

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