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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Survival of the Financially Fittest

Leverage Strategic Decision-Making and Key Financial Metrics to Achieve Financial Stability

By: Aaron Meis, EdD, and Julee Gard, EdD

Leaders must look closely at financial trends that may reveal signs of trouble—in the short or immediate term—and have the courage to act to address them.

From Volume 52 Number 1 | October–December 2023

Abstract: This article explores a methodology for assessing and managing the financial viability of private, tuition-dependent institutions as well as institutional tactics and strategies used to improve their financial strength. The resulting model will help institutions understand the trends and predictive value of key financial metrics directly impacting their liquidity and operations and how senior leadership can drive change. Institutional examples illustrate how to engage senior leadership in strategic decision-making that includes assessment of revenue growth and/or expense management.

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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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Responsive Design

Purposeful Planning Can Be Inclusive for Neurodiverse Students and Support the Well-Being of All

By: Shannon Dowling, MArch, AIA, LEEDAP, and James A. Baumann, MA

By incorporating student choice and voice into the planning and allowing autonomy in scale and adaptability, campuses can provide the environment where all students are most comfortable participating in any given activity.

From Volume 52 Number 1 | October–December 2023

Abstract: Research has shown that neurodivergent students report a lower sense of belonging and are less likely to feel welcomed, accepted, and like they belong on campus than their neurotypical peers. Considering this, a host of barriers to participation and belonging can be in effect across a college or university. While there are a few campus offices and departments that might address different aspects of these concerns independently, the most successful results occur when these groups—along with outside contractors such as design partners—work in strategic symphony.

This article is co-presented by the Association of College & University Housing Officers – International (ACUHO-I) and the Society for College and University Planning (SCUP) and is being published in publications for both organizations.

Institutions Mentioned: Colorado School of Mines, Denison University, Lewis & Clark College, Montana State University, Ohio State University-Main Campus, The State University of New York at Albany, University of Georgia, University of Oregon
Planning Types: Campus Planning
Tags: Facilities Design, Facilities Planning, Health and Wellness, Informal Learning Environments, Learning Environments, Placemaking, Student Housing

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Example Plans

Published
November 13, 2023

Example Plan

Private Doctoral/Research University (Maryland, United States)

The research university’s 2023 strategic plan.

Planning Types: Strategic Planning
Tags: Academic Planning, Academic Program Review, Alignment, Community Engagement, Diversity Equity and Inclusion (DEI), Faculty, Goals, Graduate Degree Program, Learning Environments, Strategies and Tactics, Sustainability (Environmental), Town and Gown

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Webinar Recordings

Published
October 25, 2023

Achieving Big Carbon Reduction Goals With Small Targeted Building Actions

By: Rebecca Berry, AIA, LEED AP, Finegold Alexander Architects | Lara Pfadt, AIA, LEED AP, CPHC, Finegold Alexander Architects | Michelle Maheu, Wellesley College | Jess Farber, PE, WELL AP, CMTA

This session will provide insight on useful data types for existing building stock and a process for existing conditions exploration to address carbon neutral goals and deferred maintenance within time and budget constraints.

Planning Types: Campus Planning
Tags: Carbon Neutral, Deferred Maintenance, Facilities Planning, Sustainability (Environmental)

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Decarb Buy-in: Creating a Culture of Decarbonization

By: Lilian Asperin, WRNS | Lisa Dulude, University of Washington | Debra Smith, University of California Davis | Lindsey Rowell, California State University

Decarbonization requires thinking big and working together. Universities are uniquely positioned to model innovative planning approaches to decarbonization, revealing what’s possible at different scales, from individuals to broader organizations.

Abstract: Decarbonization sits at the nexus of integrated planning. Gain buy-in by engaging students, faculty, staff, industry partners, and the broader community across all campus facets to create a culture of decarbonization that yields tangible outcomes. Decarbonization requires thinking big and working together. Universities are uniquely positioned to model innovative planning approaches to decarbonization, revealing what’s possible at different scales, from individuals to broader organizations. Attendees will gain tools for implementing decarbonization plans aligned with institutional missions. Develop strategies to build consensus, align on priorities, think big, and create a culture of decarbonization defined by new models of practice.

Planning Types: Campus Planning
Tags: Carbon Neutral, Engaging Stakeholders, Sustainability (Environmental), Zero Net Energy (ZNE)

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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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Example Plans

Published
August 8, 2023

Supporting Document

Public Doctoral/Research University (Colorado, United States)

Website for a resource alignment initiative aligned with the institution’s strategic plan.

Planning Types: Resource Planning
Resource Types: Supporting Document
Tags: Alignment, Budget / Finance, Budget Planning, Resource Allocation

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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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Planning Types

Challenges