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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Trends Outside Higher Education | Fall 2023

By: Apryl Motley, CAE, SASM

Outside the world of higher education, what are some of today’s key trends—and what are some implications for institutions of higher learning?

Abstract: We’ve organized Trends using STEEP: Social, Technology, Economic, Environmental, and Political. Each trend includes a brief trend summary, a footnoted source, and discussion questions to help you analyze and act on the trend.

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Book Review: Promoting Equity and Justice Through Pedagogical Partnership

By: Emiola Oyefuga, PhD

From Volume 51 Number 3 | April–June 2023

Abstract: Promoting Equity and Justice Through Pedagogical Partnership
by Alise de Bie, Elizabeth Marquis, Alison Cook-Sather, and Leslie Luqueño
with a foreword by Alexis Giron
Stylus Publishing: Sterling, Virginia: 2021
227 Pages
ISBN 978-1642672084

Planning Types: Academic Planning, Diversity, Equity, and Inclusion Planning
Tags: Diversity Equity and Inclusion (DEI), Student Experience, Teaching and Learning, Underserved Students

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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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Example Plans

Published
May 17, 2023

Bridge Plan

Public Associate’s College (Arizona, United States)

From April 2020, the institution’s president led faculty and staff in a rigorous planning and exploration process to ensure that the college remained accessible and thriving through the pandemic and beyond. This bridge plan document details the action steps resulting from that process.

Planning Types: Continuity Planning
Resource Types: Bridge Plan
Tags: Bridge Planning, Community College, COVID-19, Goals, Hybrid Learning, Leadership Attitude Toward Planning, Online Learning, Operational Planning, Organizational Culture, Response Planning, Scenario Planning, Strategies and Tactics, Student Experience, Teaching and Learning

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Insights from SCUP’s Spring 2023 Trends in Higher Education Report

Trends that Impact Higher Education Planning

By: Nicholas Santilli, Society for College and University Planning | Randy Simon, Emory University

Join Nick Santilli and Randy Simon for a conversation that will highlight the SCUP Spring Trends Report.

Abstract: Join Nick Santilli and Randy Simon for a conversation that will highlight the SCUP Spring Trends Report. This document provides an overview of the important external forces that impact institutional operations—it’s an essential tool for strategic planning, scenario planning, and contingency planning.

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Example Plans

Published
April 20, 2023

Master Plan

Public Doctoral/Research University (Michigan, United States)

Campus master plan document for a STEM-focused institution, deeply aligned with its strategic plan.

Planning Types: Campus Planning
Resource Types: Master Plan
Tags: Academic Facility, Alignment, Goals, Laboratory Facility, Master Plan, Placemaking, Science / Engineering Facility, Science Technology Engineering and Math (STEM), Strategies and Tactics, Student Housing

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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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Trends Inside Higher Education | Spring 2023

By: Apryl Motley, CAE, SASM

Within the world of higher education, what are some of today’s key trends—and what are some implications for institutions of higher learning?

Abstract: We’ve organized Trends using STEEP: Social, Technology, Economic, Environmental, and Political. Each trend includes a brief trend summary, a footnoted source, and discussion questions to help you analyze and act on the trend.

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Planning Types

Challenges