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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Example Plans

Published
August 8, 2023

Strategic Plan, Strategic Planning Website

Public Doctoral/Research University (Colorado, United States)

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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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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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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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Example Plans

Published
May 17, 2023

Strategic Plan

Public Master’s College or University (Colorado, United States)

The institution’s 2020–2030 strategic plan.

Planning Types: Strategic Planning
Resource Types: Strategic Plan
Tags: Budget Planning, Enrollment Management, Goals, Metrics, Strategies and Tactics, System of Colleges or Universities

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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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A Community College Perspective on Their Role in Future-Proofing Education

By: James Pfeiffer, BNIM | Richard Fort, Johnson County Community College

Richard Fort from Johnson County Community College and James Pfeiffer from BNIM will share lessons learned from post-covid educational offerings and incorporating a diversity of spatial and programmatic options to facilitate workforce development.

Abstract: Workforce development is a driver for planning and design in community colleges using metrics to understand long term projections around enrollment needs in the region, planning for those metrics, and building for the future. With the cost of education skyrocketing, the demographic cliff needs to be addressed for all generations. Community colleges offer important lessons that inform educational offerings across a more diverse background.

Institutions Mentioned: Johnson County Community College
Planning Types: Campus Planning
Tags: Academic Facility, Community College, COVID-19, Facilities Design, Facilities Planning, Workforce Development

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