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§4 Workforce — Research Pass

childcare/research/ws04-workforce.md
This is a working research document from the childcare filing, published as written — including the parts later corrected. It is the underlying record for Whitepaper No. 1, not a summary of it.

Date: 2026-08-03. First pass; FTE-requirement model and formal adjudication criteria remain.

Findings

The wage position is worse than the protocol's prior. Childcare workers: median 15.41/hr32,050/yr (May 2024) — 10th lowest of 825 occupations with published wage data, vs. a $49,500 national median (BLS OEWS, CSCCE Index 2024). The outside option (retail, fast food) pays comparably or better with no credential requirement and less liability exposure.

Turnover is structurally elevated. Cleveland Fed worker-flows analysis (2010–2022): occupational exit from childcare ran ~65% above a typical job (Cleveland Fed). This is the mechanism behind the naive-ratio understatement in the protocol: required hiring = slots × ratios × turnover replacement.

Wage supplements demonstrably work — DC Pay Equity Fund:

Cross-case confirmation that workforce binds the ramp (see ws15): Canada is short thousands of ECEs with money already appropriated; Quebec names staffing as the main obstacle to opening subsidized spots 25 years into its program; Germany's courts hold the entitlement enforceable despite staff shortages — the entitlement shifts cost, it does not create educators.

Hypothesis calls — PASS 2 ADJUDICATION (per adjudication-criteria.md; model: baseline/scripts/fte_model.py)

Pass-3 final adjudications

Feeds

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