AAC&U Liberal Education and America's Promise (LEAP)
Association of American Colleges & Universities
National framework defining essential learning outcomes and high-impact practices for general education.
About · Resources
Primary sources, scholarly frameworks, federal data portals, and platform sections — organized for research citation and future data import workflows.
External links open authoritative sources in a new tab. Internal resources connect to structured platform sections. All entries use an import-ready data model for CMS and batch expansion.
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Association of American Colleges & Universities
National framework defining essential learning outcomes and high-impact practices for general education.
AAC&U
AAC&U initiative providing design principles for integrative general education pathways.
NCHEMS
State-by-state higher education policy data and comparative analytics.
Michigan GenEd Resource
Curated national and Michigan timeline of general education reform milestones.
MASU
Policy positions, enrollment reports, and advocacy resources for Michigan's 15 public universities.
MICU
Association representing private nonprofit colleges and universities in Michigan.
MCCA
Advocacy and research resources for Michigan's 28 community colleges.
Michigan GenEd Resource
Structured profiles for all 89 Michigan colleges and universities on this platform.
State of Michigan
Official overview of MTA requirements, participating institutions, and transfer guarantees.
Michigan Community College Association
Michigan's transfer portal for course equivalencies and pathway planning.
Michigan GenEd Resource
Side-by-side MTA policy analysis and gen ed category crosswalks on this platform.
National Center for Education Statistics
NCES primary source for U.S. postsecondary institution statistics including enrollment and completions.
NCES
Query and download interface for IPEDS survey data by institution and variable.
Michigan GenEd Resource
Visualizations of IPEDS-derived enrollment trends for Michigan and the United States.
U.S. Bureau of Labor Statistics
Authoritative employment projections and wage data by occupation.
BLS
National long-term employment projections by industry and occupation.
Michigan GenEd Resource
Michigan and U.S. job growth visualizations linked to program enrollment context.
Ferris State University
Official Ferris State general education requirements and competency documentation.
Michigan GenEd Resource
Comprehensive case study of FSU general education history, governance, and assessment on this platform.
Ferris State University
Official academic catalog with degree requirements and course descriptions.
Michigan Department of Education
State of Michigan high school graduation requirements including MMC standards.
Michigan GenEd Resource
Michigan graduation standards, merit curriculum, and college readiness modules.
Michigan GenEd Resource
Curated scholarly and policy publications on general education and Michigan higher ed.
Higher Learning Commission
Regional accreditation standards including general education assessment requirements.