We introduce a framework to evaluate the welfare effects of residential energy efficiency programs and estimate key parameters using a 100,000-household field experiment. Results generally contradict conventional wisdom: there is no evidence of informational or behavioral market failures, efficiency investments entail large non-monetary costs and benefits, and realized energy savings are just 58% of engineering predictions. The programs we study reduce social welfare by $0.18 per subsidy dollar, because investment subsidies are poorly targeted to externality damages and marginal program participants are unlikely to make externality-reducing investments. Such self-selection may undermine socially desirable program expansion in this and other domains.

More on this topic

BFI Working Paper·Jun 18, 2026

Paying for Power

Fiona Burlig and Anant Sudarshan
Topics: Energy & Environment
BFI Working Paper·Jun 16, 2026

The Local Damages from Global Climate Change

Tamma Carleton, Michael Greenstone, Solomon Hsiang, Andrew Hultgren, Robert E. Kopp, Kelly E. McCusker, Ishan Nath, James Rising, and Ashwin Rode
Topics: Energy & Environment
BFI Working Paper·May 18, 2026

Valuing Disaster Prevention: Desert Locust Monitoring and Control

Joséphine Gantois, Anouch Missirian, Evelina Linnros, Anna Tompsett, Amir Jina, Gordon C. McCord, and Eyal Frank
Topics: Energy & Environment