Data Sources
Household income: Family Resources Survey (FRS) 2024, equivalised disposable income before and after housing costs (AHC). Income percentiles reflect actual UK household distribution.
Energy Consumption & Bills
Electricity and gas consumption: Ofgem Typical Domestic Consumption Values (TDCV) adjusted to income deciles. The 10th percentile reflects "low-use" profile (fuel poverty mitigation); the 50th percentile matches Ofgem's canonical medium-use household.
Energy prices: Q1 2025/26 Ofgem price cap applied to consumption volumes. Dual-fuel (electricity + gas) bills reflect current market rates.
Low-Carbon Levies
Current levies: CfD, Capacity Market, and Nuclear RAB charges recovered per kilowatt-hour of consumption. Rates are current as of January 2026. Levies calculated as: (levy rate per kWh) × (electricity consumption in kWh).
Household Typology
Each percentile is stylised to match typical demographic and housing characteristics at that income level. Consumption patterns are consistent with energy poverty literature (e.g., under-heating in poorest households) and Ofgem regulatory benchmarks.
Income Tax Banded Distribution
The "banded levy" scenario applies the UK income tax band structure (2025/26) as a multiplier to a base levy rate. Income is exempt (0× multiplier) below the personal allowance (£12,570); taxed at 1× the base rate in the basic-rate band (£12,571–£50,270); at 2× in the higher-rate band (£50,271–£125,140); and 3× in the additional-rate band (£125,141+). The base rate is calibrated to yield the same total levy across all households (£373.15) as the current per-kWh system.