Quasi-experimental study shows reduced respiratory symptoms in adults following clean heating policy, indicating health improvements.
Background Northern China’s Clean Heating Policy (CHP) aimed to reduce wintertime coal burning in rural homes by restricting coal use and providing subsidies for clean heating. The policy’s health impacts on respiratory outcomes have not been empirically evaluated. Objectives To estimate the impact of the CHP on respiratory symptoms and airway inflammation using a difference-in-differences design leveraging the policy’s staggered rollout across rural Beijing villages. Methods We enrolled 1,003 adults aged ≥ 40 years from 50 rural villages reliant on coal heating at baseline (2018-19). Over four winters (2018-2022), 20 villages were enrolled into the CHP. During up to three winter waves of data collection, we measured respiratory symptoms by questionnaire and, in a subsample, measured fractional exhaled nitric oxide (FeNO). We estimated the policy’s effects using extended two-way fixed effects models, accounting for village-level clustering and potential time-varying confounders. Results Exposure to the CHP was associated with a 7.5 percentage point reduction (95% confidence interval (CI): -12.8, -2.3) in the prevalence of any respiratory symptom, primarily driven by reductions in reported difficulty breathing (-3.3 pp, 95% CI: -8.0, 1.3), shortness of breath (-3.5 pp, 95% CI: -9.3, 2.3), and cough (-2.8 pp, 95% CI: -7.3, 1.6). We observed no evidence of an effect of the CHP on FeNO (0.3 ppb, 95% CI: -2.2, 2.8). Conclusions The CHP led to reductions in reported respiratory symptoms among Beijing adults. This study contributes to the limited empirical evidence that clean energy policies can yield health benefits.
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Xue et al. (2026) studied this question.
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