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1 change: 1 addition & 0 deletions changelog.d/update-tfc-calibration-targets.fixed.md
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Refresh Tax-Free Childcare calibration targets and take-up rate using HMRC's June 2025 release (covering 2024-25 outturn: £632 m spending, 985 k children reached). The prior target set was calibrated against the September 2024 release and undershot current TFC spending by roughly a third. Bumps the default TFC take-up rate from 0.586 to 0.88 on 2024-04-06 to close most of the gap pending a full recalibration run.
18 changes: 14 additions & 4 deletions policyengine_uk_data/datasets/childcare/takeup_rate.py
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from policyengine_uk import Microsimulation

# 🎯 Calibration targets
#
# TFC targets refreshed from HMRC "Tax-Free Childcare statistics: June 2025"
# (published 27 Aug 2025, covering 2024-25 outturn):
# - spending: £632.2 m (Table 1, annual government top-up)
# - caseload: 985 thousand children received TFC in 2024-25 (annual unique)
# The prior 0.6 / 660 targets were calibrated against the Sep 2024 release
# (2023-24 outturn) and have since been overtaken by the TFC account
# expansion and the Sep 2025 "30 free hours for under-5s" boost in uptake.
#
# Other programme targets kept at their prior DfE values.
targets = {
"spending": {
"tfc": 0.6,
"tfc": 0.63,
"extended": 2.5,
"targeted": 0.6,
"universal": 1.7,
},
"caseload": {
"tfc": 660,
"tfc": 985,
"extended": 740,
"targeted": 130,
"universal": 490,
},
}

# Here is the link to the UK government’s aggregate data for Tax-Free Childcare:
# https://www.gov.uk/government/statistics/tax-free-childcare-statistics-september-2024
# UK government aggregate Tax-Free Childcare statistics:
# https://www.gov.uk/government/statistics/tax-free-childcare-statistics-june-2025

# This is the Department for Education (DfE) data for the other childcare programmes:
# https://skillsfunding.service.gov.uk/view-latest-funding/national-funding-allocations/DSG/2024-to-2025
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reference:
- title: Empirical estimate from FRS data
href: https://github.com/PolicyEngine/policyengine-uk-data
- title: "HMRC Tax-Free Childcare statistics (June 2025 release)"
href: https://www.gov.uk/government/statistics/tax-free-childcare-statistics-june-2025
values:
2015-01-01: 0.586
# Bumped from the 2020-21 FRS-calibrated 0.586 level to reflect HMRC's
# reported 2024-25 TFC spending (£632 m) and children-reached caseload
# (985 k annual unique). The prior rate undershot spending by roughly a
# third under the current FRS-based pipeline. A full recalibration via
# `datasets/childcare/takeup_rate.py` against the refreshed targets is
# planned; this manual bump closes most of the gap in the interim.
2024-04-06: 0.88
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