Technical Reports
Assessing Local Control and Accountability Plans (LCAPs) Using Generative AI
This report uses generative AI to analyze thousands of LCAP goals and actions across California. It raises important questions about how local planning tools could become more measurable, strategic, and useful for improvement.
California Principals: Trends in Supply, Preparation, Distribution, Retention, and Turnover
This report examines principal supply, preparation, distribution, retention, and turnover across California. It highlights how leadership stability and support shape schools’ capacity to sustain improvement.
California’s System of Special Education Staffing
This report analyzes California’s special education workforce needs across teachers, related service providers, and paraeducators. It highlights strategies for improving recruitment, preparation, role design, and retention.
Early Childhood Education - Section 1: The Changing Landscape of ECE in California
This report examines how universal prekindergarten expansion is reshaping early childhood education in California. It considers what expanded access means for families, providers, capacity, and the broader mixed-delivery system.
Early Childhood Education - Section 2: Staff Preparation & Support
This report examines preparation and professional support for early childhood educators. It identifies opportunities to strengthen quality and consistency across early learning settings.
Early Childhood Education - Section 3: The ECE Workforce
This report analyzes the early childhood workforce. It highlights how compensation, credentials, retention, and career pathways shape the quality and stability of early learning programs.
Early Childhood Education - Section 4: Quality Assessment & Monitoring
This report examines how California monitors early childhood program quality. It asks how the state could build a better system to assess and support improvement in the quality of children’s learning experiences across settings.
Early Childhood Education - Section 5: P-3 Instructional Continuity
This report examines alignment from preschool through third grade. It identifies ways to create a more coherent early learning pathway across standards, curriculum, assessment, and teacher preparation.
Early Childhood Education - Section 6: Data & Data Systems
This report reviews California’s early childhood data systems. It considers how better-integrated data could help the state understand access, quality, workforce conditions, and child outcomes; and make more informed decisions about its investments.
Education Data Needs, Availability, and Access in California
This report reviews California’s progress in building statewide education data systems. It identifies opportunities to make data more connected, accessible, and useful for families, educators, policymakers, and researchers working to improve student outcomes.
Mandatory Regionalization and Its Limits: How California Districts Experience and Navigate Special Education Governance
This report provides evidence on how California’s SELPAs serve important administrative, compliance, and service-coordination roles that are only partially visible in current reporting. It identifies substantial variation in SELPA spending and supports, pointing to policy changes that could strengthen transparency, accountability, and equitable access to regional special education services.
Paraeducators in California: Current Trends and Recommendations for Policy
This report examines California’s growing paraeducator workforce, which is increasingly central to student support. It identifies ways to strengthen training, role clarity, compensation, professional support, and career pathways.
Public Accountability in California: Evaluating the SARCs and the California School Dashboard
This report evaluates California’s public accountability tools, including the Dashboard and School Accountability Report Cards. It considers how these tools could become clearer, more usable, and more actionable for families, educators, and policymakers.
Re-Envisioning California’s County Offices of Education
This report examines the evolving role of county offices of education in California’s education system. It considers how county offices can serve as both support providers and accountability partners for districts.
Structuring Charter School Accountability: How State Policy Shapes Authorizer Practice in California
This report examines how California’s charter authorizing system works in practice. It considers how state policy can support clearer expectations, more consistent oversight, and stronger accountability.
Teacher Certification Policies: Balancing Quality and Access in the Teaching Profession
This report examines California’s teacher certification system and the pathways educators navigate to enter the profession. It identifies ways to make those pathways clearer, more coherent, and better aligned with both quality and access.
Teacher Preparation for English Learners and Bilingual Education in California Schools
This report examines California’s preparation system for teachers of English learners and bilingual classrooms. It highlights regional access, teacher qualifications, and the preparation needed to support multilingual instruction.
The California State Role in Supporting District Capacity for TK-8 Math Improvement
This report examines district capacity to improve instruction in TK–8 mathematics and how current education governance and policies are insufficient to meet district needs. The findings have implications for reorganizing the system of support to create meaningful accountability for district improvement and changing policy approaches to improve focus and coherence.
Trends in California's Teacher Workforce: Understanding Supply, Demand, and Shortages
This report examines California’s teacher supply, demand, and shortages, with attention to where shortages are most acute. It highlights how preparation, retention, and distribution matter for students’ access to fully credentialed teachers and what factors matter for recruiting and retaining a well-prepared, diverse, stable workforce.
Who Benefits from Public PreK Expansions & Increased K-5 Spending? Dynamic Complementarity in California’s Education Policies
This report shows how California's investments in CSPP, TK, and elementary school spending delivered substantial, equity-enhancing gains in student achievement, and their effects reinforce one another across the preschool and early elementary grades. The results suggest that sequenced public investments in educational opportunity can produce developmental multiplier effects that exceed the sum of their independent effects.
Who Governs California’s Schools? A Cross‑State Map of Supervision, Administration, and Implementation in CA, FL, NY, and TX
This report maps California’s school governance system in comparison with other large states. It shows how authority, supervision, and implementation responsibilities are distributed across a complex set of actors.
Who Stays, Who Leaves: Five-year Retention Patterns by Teacher Entry Pathways
This report follows teachers across their first five years in the profession. It shows how entry pathways, preparation, and school context shape early-career retention and the stability of the teacher workforce.