- Design
- Quasi-experimental difference-in-differences study, 4 winters
- Population
- 1,003 adults aged ≥40 in 50 coal-heating rural Beijing villages
- Primary outcome
- Prevalence of respiratory symptoms; FeNO
- Effect
- Any respiratory symptom −7.5 points (95% CI −12.8 to −2.3); FeNO no change
China's Clean Heating Policy restricted household coal burning in northern villages and subsidised cleaner heating. Researchers used its staggered rollout across 50 rural Beijing villages to compare 1,003 adults aged 40 and over before and after their village joined, over four winters (2018–2022).
The policy was associated with a 7.5 percentage point reduction in the prevalence of any respiratory symptom (95% CI −12.8 to −2.3). Individual symptoms — breathlessness, difficulty breathing and cough — each fell by about 3 points, though none reached significance alone. Exhaled nitric oxide did not change.
The difference-in-differences design is stronger than a simple before-and-after comparison. The relevance for India is direct: household burning of biomass and coal remains a major cause of chronic respiratory disease, and this is evidence that removing it at scale improves symptoms.
- Ask every patient with chronic cough or breathlessness about household fuel — wood, dung, crop waste, coal or kerosene.
- Advise switching to LPG or electric cooking and heating where possible, and ventilating cooking areas.
- Consider household air pollution as a cause of COPD in non-smokers, especially women.
- Support community clean-fuel programmes.
Why it matters
It supports clean-fuel interventions as respiratory medicine, not only environmental policy.
Don't overread it
Self-reported symptoms and a quasi-experimental design; no effect on airway inflammation was seen.
The statistics, in plain English
A difference-in-differences design compares change in villages that joined the policy with change in those that had not yet joined, which removes some but not all confounding.
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