# Assessing the Impacts of Birmingham’s Clean Air Zone on Air Quality: Estimates from a Machine Learning and Synthetic Control Approach

> Research article (Environmental and Resource Economics, 2023) · cited 20× · AI/ML

**Wikidata**: [openalex:W4385658126](https://www.wikidata.org/wiki/openalex:W4385658126)  
**Source**: https://4ort.xyz/entity/assessing-the-impacts-of-birminghams-clean-air-zone-on-air-quality-estimates-from-a-machine-learning-and-synthetic-contr