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The Review of Economics and Statistics Vol. 107 No. 4 2025

Man vs. Machine: Technological Promise and Political Limits of Automated Regulation Enforcement

Oliver Browne1; Ludovica Gazze2; Michael Greenstone3; Olga Rostapshova3

1 Berkeley Research Group · 2 University of Warwick · 3 University of Chicago

Abstract

New technologies allow perfect detection of environmental violations at near-zero marginal cost, but take-up is low. We conducted a field experiment to evaluate enforcement of water conservation rules with smart meters in Fresno, CA. Households were randomly assigned combinations of enforcement method (automated or in-person inspections) and fines. Automated enforcement increased households’ punishment rates from 0.1% to 14%, decreased summer water use by 3%, and reduced violations by 17%, while higher fine levels had little effect. However, automated enforcement also increased customer complaints by 1,102%, ultimately causing its cancellation and highlighting that political considerations limit technological solutions to enforcement challenges.

DOI
10.1162/rest_a_01316
Volume
107
Issue
4
Pages
1136-1148
Language
en
Sources
bibtex:phds-export.bib openalex crossref

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