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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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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Tell Us What You Think

Smith College Drafted Its Master Landscape Plan Through Robust Stakeholder Engagement

By: Signe Nielsen, BS, BA, RLA, FASLA

More than 1,600 students and alumnae provided input through online mapping tools and in-person workshops. Staff and faculty were interviewed in person and via phone. And Instagram was used to reach 6,400 members of the campus community.

From Volume 51 Number 3 | April–June 2023

Abstract: Smith College commissioned MNLA to develop its 20-year Landscape Master Plan to address climate change impacts, inclusiveness, and pedagogy. The process was grounded in robust campus engagement over 18 months. More than 1,600 students and alumnae provided input through online mapping tools and in-person workshops that used cutouts and puzzles to reimagine the open spaces on campus. Staff and faculty were interviewed in person or via phone on ways to incorporate scholarship in the landscape, and 6,400 members of the campus community were reached through Instagram. An online magazine published by MNLA kept the campus community updated on findings, alternative plans, and conclusions.

Institutions Mentioned: Smith College
Planning Types: Campus Planning
Tags: Adaptable Plans, Campus Master Planning, COVID-19, Diversity Equity and Inclusion (DEI), Engaging Stakeholders, Facilities Design, Facilities Planning, Landscape / Open Space, Placemaking, Planning Processes, Student Engagement, Sustainability (Environmental)

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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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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

Institutions Mentioned: Northern Michigan University
Planning Types: Strategic Planning, Institutional Effectiveness Planning
Tags: Alignment, Assessment / Analytics, Bridge Planning, Engaging Stakeholders, Institutional Effectiveness, Institutional Planning, Institutional Research, Metrics, Planning Processes, Presidential Leadership, Response Planning, Selecting Metrics, Student Engagement

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The Fourth Industrial Revolution

Align Strategic, Physical, and Capital Planning for the Next Generation of Students

By: Jacob Guter, MPA, RA, and Doug Kozma, BSLA, PLA

Michigan Technological University used active stakeholder engagement, frequent reviews, and vigorous discussion to develop its aspirational master plan.

From Volume 51 Number 3 | April–June 2023

Abstract: Profound technological changes are occurring today, and universities need to prepare our students to work and live in this new world. Michigan Technological University (Michigan Tech) is addressing the future of technology in society, academia, and the campus through our Tech Forward Strategic Plan, a bold enrollment and retention initiative, an aggressive capital campaign, and a dynamic hiring initiative. Our aspirational campus master plan, developed in partnership with SmithGroup, an integrated design firm, integrates and supports these initiatives and goals. Active stakeholder engagement, frequent reviews, and vigorous discussion allowed us to craft a campus master plan aligning strategic, physical, and capital planning that supports and drives the university’s 2035 Vision.

Institutions Mentioned: Michigan Technological University
Planning Types: Campus Planning
Tags: Campus Master Planning, Community Engagement, Engaging Stakeholders, Facilities Assessment, Facilities Design, Facilities Planning, Innovation Center, Laboratory Facility, Landscape / Open Space, Placemaking, Public-Private Partnerships (P3), Science / Engineering Facility, Space Assessment, Student Housing

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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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Facilities Planning for Community Colleges

Practicing Equity for Educational Inclusion & Belonging

By: Amara H. Pérez, PhD | Brodie Bain, NAC|Architecture | Saumya Kini, Walker Macy | Rebecca Ocken, Portland Community College

The planning team for Portland Community College will discuss lessons learned while practicing equity to create an inclusive Facilities Plan for Oregon’s largest higher education institution on thresholds of global, local, and institutional shifts.

Abstract: The planning team for Portland Community College will discuss lessons learned while practicing equity to create an inclusive Facilities Plan for Oregon’s largest higher education institution on thresholds of global, local, and institutional shifts. Portland Community College, a multi-campus institution constantly navigating academic, workforce, and social change, offers critical and timely lessons for effective and inclusive integrated planning. Attendees will be encouraged to consider relationships between educational equity, campus planning, and institution-wide shifts. They will feel empowered to balance uncertainty, flexibility, and specificity in planning equitable futures.

Institutions Mentioned: Portland Community College
Planning Types: Campus Planning, Diversity, Equity, and Inclusion Planning
Tags: Alignment, Community College, Diversity Equity and Inclusion (DEI), Facilities Design, Facilities Planning, Higher Ed Trends, Learning Environments, Racial Equity, Student Engagement

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Conference Recordings

Published
November 2, 2022

2022 Mid-Atlantic Regional Symposium | November

Reckoning with Entangled Histories

Higher Education and Slavery

By: Fanchon (Chon) Glover, College of William and Mary | Amber Hall, College of William and Mary | Samuel Hayes, College of William and Mary | Ben Carton, George Mason University | Wendi Manuel Scott, George Mason University | Cathy Pinskey, George Mason University | Dereck J. Rovaris, Sr., St. Mary's College of Maryland | Maurice Schlesinger, St. Mary's College of Maryland | Louis Nelson, University of Virginia | Alice Raucher, University of Virginia | Stephanie Wolfgang, Perkins&Will

In this symposium, four institutions will share their approaches to these complicated questions and how they’re continuing the conversation around the legacy of slavery on their campuses.

Abstract: American higher education institutions have a long, complex history with slavery that shouldn’t be ignored. Reckoning with these historical ties—from slave-owning namesakes to the enslaved laborers who constructed campus buildings—generates difficult questions for colleges and universities:

How do we honor those who were enslaved?
How do we recognize our role in the history of slavery as a means of learning from the past to guide our future?

In this symposium, four institutions will share their approaches to these complicated questions and how they’re continuing the conversation around the legacy of slavery on their campuses.

Institutions Mentioned: College of William and Mary, George Mason University, St. Mary’s College of Maryland, University of Virginia-Main Campus
Planning Types: Campus Planning, Diversity, Equity, and Inclusion Planning
Tags: Diversity Equity and Inclusion (DEI), Facilities Design, Facilities Planning, Historic Preservation, Landscape / Open Space, Placemaking, Racial Equity, SCUP 2022 Mid-Atlantic Symposium | November, Student Engagement

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