This report was commissioned by Energy Systems Catapult and carried out by SQW, it applies a quasi‑experimental “difference‑in‑differences” (DiD) methodology to estimate the causal impact of the Catapult’s support on the growth of Small and Medium Enterprises (SMEs) in the energy innovation space. Specifically, it compares firms that engaged in the Catapult’s programmes (incubation, acceleration, Living Lab R&D, challenge calls, investor‑readiness support) against three counterfactual groups: (1) a 1:1 propensity‑score‑matched set of non‑beneficiary companies; (2) a 1:2 matched set; and (3) SMEs that applied to the Catapult but were either unsuccessful or only received very light “surgery” advice (“Catapult comparison” group).

Purpose of the report

Key findings

Download the report

Difference-in-differences: Analysis of SME impacts

Want to know more?

Find out more about how Energy Systems Catapult can help you and your teams