ArticleFrontiers in public health2023
Assessing the impact of urban greenspace on physical health: An empirical study from Southwest China.
Article in Frontiers in public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Optimal Scale of Greenspace Exposure for Pulmonary Tuberculosis Treatment Success: Multi-scale Associations and Interactions with Air Pollutants.Journal of urban health : bulletin of the New York Academy of Medicine · 2026Article
- The Relationship Between Urban Characteristics and Non-Communicable Diseases-Conceptual Framework of the HORUS Project.International journal of environmental research and public health · 2026Article
- Ambient PM₂.₅, residential greenspace, and household healthcare expenditure in Shandong, China.International journal for equity in health · 2026Article
- Residential greenspace and multiple chronic health conditions in China: a cross-sectional study.Journal of global health · 2025Article
- Urban green spaces and flood disaster management: toward sustainable urban design.Frontiers in public health · 2025Review
- Association between exposure to greenspace and ECG abnormalities in China: a nationwide longitudinal study.BMC public health · 2024Article
- The impact of urban green space on the health of middle-aged and older adults.Frontiers in public health · 2023Article
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6 authors.
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Abstract
Introduction: As the world becomes increasingly urbanized and human-nature contact declines, urban greenspace's impact on human health has garnered growing interest across academic disciplines. Various definitions and multiple indicators of greenspace have been utilized, with most studies finding an overall positive association between greenspace and health. Nevertheless, studies directly comparing how different greenspace indicators impact different disease types have been limited. Moreover, to verify the robustness of conclusions drawn, studies should compare multiple measures of greenspace across various spatial scales. Thus, a more comprehensive analysis is necessary to help inform future study design, especially in determining which greenspace indicators would be most useful in data-limited areas. Methods: Chengdu, the capital city of Sichuan Province, is West China's largest and most urban city, being typical of other large cities in lower to middle-income countries (LMICs). With twenty county-level jurisdictions spanning various degrees of urbanization, Chengdu's landscape heterogeneity and large population make it ideal for studying greenspace's impact on public health. This study took Chengdu as a case study to assess the association and potential impact of three traditional measures of greenspace (Normalized Difference Vegetation Index, Enhanced Vegetation Index, and Fractional Vegetation Cover) and urban ratio (% of population being urban) on hospitalization rates and medical expenses paid for three major disease categories (circulatory system diseases, neoplasms, and respiratory system diseases). Results and discussion: We found greenspace did have a significant impact on public health, but this relationship differed by disease type. Greenspace exhibited significant positive association with respiratory diseases, but insignificant negative associations with the other disease categories. Urban ratio showed significant negative association with greenspace abundance. The higher the urban ratio (e.g., less greenspace), the more money was paid on medical expenses. This relationship was found not only in terms of urban ratio being positively correlated with medical expenses, but also in that all three greenspace indicators were negatively correlated with medical expenses. Consequently, in future health outcome studies, urban ratio could be an acceptable negative indicator of greenness in LMICs where urban ratio is likely to imply less greenness.
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