Small firms raise prices while large firms absorb energy shocks
A Bank of England study finds that energy-intensive UK firms coped with the 2021–2023 price shock by raising prices, building cash reserves, and expanding homeworking. Small enterprises drove price pass-through, whereas large firms adjusted capital expenditure.
Market power dictates the price response
Using microdata linking 9,225 firms across 89 survey waves from the Office for National Statistics, the authors show that exposed businesses raised output prices after wholesale gas costs surged in November 2021.
This response was driven by small enterprises, which recorded a pass-through coefficient of 0.389 compared to an insignificant 0.185 for large firms.
Rather than cutting payrolls, exposed companies adjusted through operational margins: working from home increased by 51.39 percentage points, shifting premises costs onto staff.
Large firms adapted via capital expenditure with a 0.262 coefficient, whereas smaller businesses accumulated cash buffers and increased debt repayments.
Beating the thirty-month data lag
Official structural business statistics typically lag economic shocks by up to two and a half years.
To overcome this information gap, the framework links the fortnightly Business Insights and Conditions Survey with pre-registered shift-share models.
The resulting real-time indicators showed 100 percent directional sign agreement with the comprehensive Annual Business Survey published 30 months later.
Testing the methodology on the 2026 oil price shock produced actionable estimates within seven weeks of fieldwork.
Speed without sacrificing rigor
Real-time microdata successfully bridges the critical gap between fast-moving crises and delayed official statistics.
Showing that small firms raise prices while large corporations absorb costs exposes the flaw of blanket business bailouts.
Targeted policy design must replace broad subsidies in future supply shocks.