Overview

Explore the operational realities, financial constraints, and evidence base for starting and running a micro-school kindergarten. We confront the central challenge: 750,000-2M children are in micro-schools, yet there's virtually zero rigorous research on outcomes. Read the full research report at https://research.yuda.me/podcast/episodes/building-a-micro-school/ep1-micro-school-kindergarten/report.md Key Sources: • RAND Corporation - Micro-school Evaluation Challenges: https://www.rand.org/pubs/research_reports/RRA4414-1.html • Tennessee STAR Project - Small Class Size Research: https://ies.ed.gov/ncee/wwc/study/79114 • International Journal of Early Years Education - Teacher Qualifications Review: https://www.tandfonline.com/doi/full/10.1080/09669760.2025.2451301 • Stateline - Micro-school Regulations: https://stateline.org/2025/08/08/microschools-are-growing-in-popularity-but-state-regulations-havent-caught-up/ • Utah SB 13 - Micro-school Zoning Deregulation: https://le.utah.gov/~2024/bills/static/SB0013.html

Key Timestamps

• 0:00 - Introduction: The Evidence Gap
• 2:17 - Foundational Glossary: Key Terms and Metrics
• 5:27 - Why Parents Choose Micro-Schools: Brain Development
• 6:46 - Tennessee STAR and the Small Class Research
• 9:13 - Play-Based Learning vs Direct Instruction
• 11:32 - Montessori Research and the Credential Paradox
• 13:19 - The Impossible Triangle: Financial Realities
• 15:36 - Four Business Models That Work
• 18:07 - Regulatory Maze: Zoning and Fire Codes
• 20:28 - Evidence-Based Daily Operations
• 22:48 - Quality Control and Staffing Strategy
• 25:37 - Parent Checklist: Seven Critical Questions
• 28:28 - Conclusion: Promise, Risk, and Epistemic Humility

Sources

Sources for Building a Micro School: Ep. 1, The Micro-School Kindergarten

Research Tools Used

• Perplexity (Academic & Official - automated)
• Grok (Real-Time & Regional - manual)
• GPT-Researcher (Industry & Technical - OpenAI GPT-5.2 - automated)
• Gemini Deep Research (Strategic & Policy - automated)

Verified Sources by Tier

Tier 1: Meta-analyses, Systematic Reviews, Official Statistics

Tier 2: RCTs, Large Studies, Government Reports

Tier 3: Case Studies, Industry Reports, News

Notes

• Research compiled: 2026-01-02
• Sources cross-validated across multiple tools
• Conflicting sources noted in research/p3-briefing.md