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Stories, strategies, and insights that tie learning to labor—so workforce, education, and policy connect.
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Why Your District Residency Program Has a Unique Data Problem
District residency programs sit between two incompatible systems — K-12 operations and EPP accreditation. Neither was designed for what residencies actually do, creating a structural data gap.
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Alt Cert Programs: 5 Tracking Failures as You Scale
Alternative certification programs are scaling fast, but spreadsheet tracking isn’t. Five failure points that create compliance risk.
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Your Clinical Hours Data Might Not Be Good Enough for CAEP
Manual clinical hours tracking won’t survive a CAEP site visit. This post breaks down the three gaps spreadsheets can’t close — verification, real-time visibility, and audit-ready reporting — and what to use instead.
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Why University Alt Cert Programs Get Left Behind on Tech
IHE-based alternative certification programs make up 69% of alt pathways but run on spreadsheets and workarounds. The tech gap is structural.
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3 Barriers Keeping Paras from Teaching (and How to Remove Them)
This post reframes paraprofessionals as a hidden teacher pipeline and focuses on the three core barriers—time, tuition, and fear of failure—offering practical program design moves districts can use to remove each one and build stronger grow-your-own pathways.
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