Behavioral interventions have become central to modern public policy, but their empirical promise remains contested because estimated treatment effects often appear small. We argue that a policy response is economically meaningful only relative to the response generated by alternative policies. We assemble more than 1,200 estimates from over 600 studies comparing “nudges” and traditional price interventions in the markets for cigarettes, alcohol, influenza vaccination, electricity, and residential water. Translating nudge effects into equivalent price changes, we find that behavioral interventions often correspond to enormous fiscal interventions, from an 11% tax on electricity to a 100% subsidy on influenza vaccinations. Nudges are also more cost-effective than price instruments in all markets, but cost-effectiveness does not predict the welfare ranking of policies. Using a behavioral extension of the Marginal Value of Public Funds, we show that nudges have high welfare returns at the margin, while price instruments often generate larger total surplus at scale.

More on this topic

BFI Working Paper·Apr 2, 2026

Identification and Estimation of Labor Supply Elasticities from Kinked Budget Sets

Deniz Dutz, Magne Mogstad, Morten Håvarstein, and Alexander Torgovitsky
Topics: Tax & Budget
BFI Working Paper·Mar 20, 2026

Substitution and Income Effects of Labor Income Taxation

Michael Graber, Morten Håvarstein, Magne Mogstad, Gaute Torsvik, and Ola L. Vestad
Topics: Tax & Budget
BFI Working Paper·Dec 18, 2025

The Incidence of Tariffs: Rates and Reality

Gita Gopinath and Brent Neiman
Topics: Tax & Budget