ArticleBMJ global health2022
Reductions in under-5 mortality and public health improvements of the China Healthy Cities (Counties) initiative: a nationwide quasi-experimental study.
Article in BMJ global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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6 citing papers in PubMed, 7 citations in OpenAlex.
- Can the use of clean energy improve the cognitive ability of the rural elderly? Evidence from clean heating policy in northern China.BMC geriatrics · 2026Article
- Can cross-sector governance improve urban health resource supply? Evidence from China's Healthy City pilot policy.Frontiers in public health · 2026Article
- Impact of national health city campaign on public health in China.Frontiers in public health · 2025Article
- Analysis of characteristics of unintentional injuries among hospitalized children and preventive strategies-based on adverse event data of a regional medical center in western China.Frontiers in public health · 2025Article
- Health Disparities Among Family Decision-Makers in China: An Ordered Probit Analysis of the China Family Panel Studies.Risk management and healthcare policy · 2024Article
- Implementation and improvement of policies for building healthy cities in China.Frontiers in public health · 2024Article
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Authors and funding
5 authors at 3 institutions in 2 countries.
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Abstract
introductionThe China Healthy Cities (Counties) public health initiative has been at the forefront of China's efforts to counteract the growing challenges in the urban environment since the 1990s. It primarily focuses on improving the urban living environment. However, the nationwide health impacts of the initiative remain unexplored.
methodsWe constructed nationwide county-level and city-level panel data from 1996 to 2012 using data on under-5 mortality rates (U5MR), the list of China healthy cities and counties and socioeconomic factors. We used a two-step staggered difference-in-differences approach that exploits variations in the timing of achieving the title of China Healthy City/County. Subgroup analyses by region were performed.
resultsWe included 707 cities in the China Healthy Cities study, and 1631 counties in the China Healthy Counties study. Our results indicate substantial and significant reductions in U5MR associated with the public health initiative in China. The association varies across regions with different socioeconomic statuses. China Healthy Cities were significantly associated with a reduction of 0.7/1000 (95% CI -1.2 to -0.2) in under-5 mortality 5 years after cities gained the title and a decrease of 1.4/1000 (95% CI -2.2 to -0.6) 10 years afterward. Cities from western China saw the largest statistically significant gains with 3.2/1000 and 7.2/1000 reductions in child mortality after 5 and 10 years, respectively. China Healthy Counties were also associated with significant reductions in under-5 mortality 8 years after achieving the title; it was associated with 2.6/1000 reductions in under-5 mortality nationwide and 3.8/1000 reductions in eastern China. Our results are robust to heterogeneous treatment effects across cities/counties over time and various model specifications.
conclusionOur results suggest significant reductions in under-5 mortality associated with this public health intervention focusing on living environment conditions. Future research could explore differential effects across regions and clarify the underlying causal mechanisms.
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