Gray DI Resource Hub
WHERE CAN HIGHER ED LEADERS FIND DATA
TO INFORM ACADEMIC PROGRAM DECISIONS?
Gray DI’s Resource Hub provides higher education leaders with real-time market insights, including enrollment, jobs, and wages. Explore curated research, interactive tools, and expert analysis to make informed decisions about degree launches, hidden costs, and student enrollment growth.
Clear answers to complex higher education program decisions.

Expand Your Insights with Free Resources
Access our library of expert resources to make more informed programmatic choices for your institution.
WEBINAR RESOURCE2026 Emerging Programs
Identify fast-growing degree demand, labor market alignment metrics, and student search data to plan new program launches.
WEBINAR RESOURCE2026 Master Class Series
Learn to identify high-growth enrollment opportunities, revitalize existing offerings, and navigate decisions to foster institutional alignment and financial stability.
INTERACTIVE MAPNew Enrollment Growth Map
Explore state and program enrollment trends to identify year-over-year growth and top-performing degree award levels.
Interactive MapOnline Student Migration Map
Analyze online student migration patterns nationwide with state-level data on student imports, exports, and net retention gains.
WEBINAR RESOURCEInvesting in Academic Growth
Access toolkits, modeling matrices, and slides for data-driven program management.
PODCAST EPISODESGrow, Grow, Grow Podcast
Conversations with higher ed executives, data strategists, and academic leaders on navigating portfolio transformations.
NEWSGray DI In the News
Media coverage and press updates detailing how institutions leverage our data and tools to evaluate programs and align degrees with job market demand.
EXECUTIVE COMMENTARYInsights by Bill
Executive commentary on higher ed economics and academic portfolio management from Dr. William Massy.
ARTICLESArticles on Higher Education
Short-form analysis, market trend alerts, and data breakdowns covering the latest shifts in higher education decision-making.
SUCCESS STORIESInstitutional Case Studies
Real-world results from colleges and universities that shifted margins, grew enrollment, and optimized programs.
FRAMEWORKSUltimate Guide to Data-Informed Academic Program Evaluation
Interactive framework and evaluation rubric to pinpoint data solutions for program performance.
FRAMEWORKSUltimate Guide to Academic Curricular Efficiency
Interactive framework and course auditing toolkit to guide data-informed curriculum optimization.
WEBINAR RESOURCEProfessors Using Virtual Support
Faculty-led discussion sharing insights, practical outcomes, and best practices for integrating virtual support tools directly into academic coursework.