ArticlePloS one2021
Analysis and optimization of 15-minute community life circle based on supply and demand matching: A case study of Shanghai.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Impact of built environment on elderly walking in community life circles: age-friendly perspective, Wuchang District, Wuhan.iScience · 2026Article
- Evaluating and optimizing public service facilities within the 15-min community life circle-evidence from Nanchang, China.Scientific reports · 2026Article
- Navigating spatial barriers in healthcare: health equity and end-of-life care infrastructure in South Korea and China.Frontiers in public health · 2026Article
- Spatial configuration of cultural landscape facilities in Shandong's Yellow River corridor: a rural living circle perspective.Frontiers in public health · 2026Article
- Analysis of the matching of community vitality and service facility supply and demand in the pedestrian bridge areas of Beijing.Scientific reports · 2025Article
- Exploring the influence factors and operating mechanisms of age-friendly communities in urban fringe areas from the resilience perspective: a case study in Shangjie Township, Southeast China.Frontiers in public health · 2025Article
- Spatial optimization of hierarchical healthcare facilities driven by multi-source data: a case study of Shenyang, China.Frontiers in public health · 2025Article
- How could 20-minute neighbourhoods impact health and health inequalities? A policy scoping review.BMC public health · 2024Article
- Analysis of urban necessities reserve index and reserve quantity under emergency conditions.Frontiers in public health · 2024Article
- Mismatch between infrastructure supply and demand within a 15-minute living circle evaluation in Fuzhou, China.Heliyon · 2023Article
- GIS-Based Study of Dental Accessibility and Caries in 3-Year-Old Japanese Children.International dental journal · 2023Article
- Measuring the Non-Linear Relationship between Three-Dimensional Built Environment and Urban Vitality Based on a Random Forest Model.International journal of environmental research and public health · 2022Article
- Identifying Key Factors Associated with Green Justice in Accessibility: A Gradient Boosting Decision Tree Analysis.International journal of environmental research and public health · 2022Article
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Authors and funding
4 authors.
Funding
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Abstract
The 15-minute community life circle (15min-CLC) strategy is one of Shanghai's important methods for building a global city and facing a society with a more diverse population structure in the future. In the existing research, the balance between the construction of the life circle and the needs of the people in the life circle still needs to be further fulfilled. This paper is based on the city's multi-source large data set including 2018 AutoNavi POI (Point of Interests), OSM (OpenStreetMap) road network data and LandScan population data set, and evaluates the current status of Shanghai's 15min-CLC through the fusion of kernel density estimation, service area analysis and other statistical models and proposes relevant optimization suggestions. The results show that there are the following shortcomings: (1) From the perspective of different types of infrastructure service facilities, the spatial construction of Shanghai's overall life service facilities and shopping service facilities needs to be optimized. (2) From the perspective of comprehensive evaluation, the comprehensive service convenience of infrastructure service facilities in the downtown area is relatively high, while the comprehensive service convenience of urban infrastructure service facilities in the suburbs and outer suburbs is relatively low; The diversity of basic service facilities in the 15min-CLC in the downtown area is more consistent with the population distribution; However, in the peripheral areas of the urban area, too many infrastructure service facilities have been constructed. Based on the above shortcomings and the perspective of supply and demand matching, relevant optimization strategies are proposed in different regions and different types of infrastructure service facilities: (1) focus on the construction of basic service facilities in the urban fringe and urban-rural areas, improve the full coverage of the basic service facilities, and appropriately reduce the number of basic service facilities in the downtown area. (2) The development of community business models can be used to promote the development of new life service facilities and shopping service facilities. (3) Improve community medical institutions through facility function conversion, merger and reconstruction, etc. (4) Optimize the hierarchical basic service facility system and improve the population supporting facilities of basic service facilities in the 15min-CLC. This paper incorporates people's needs and concerns on the living environment into the 15min-CLC evaluation model, and uses Shanghai as an example to conduct research, summarizes the existing shortcomings, and proposes corresponding optimization strategies based on the matching of supply and demand. This article attempts to explore a replicable 15min-CLC planning model, so that it can be extended to the Yangtze River Delta urban agglomeration, to provide reference for further research on the 15min-CLC, and to promote urban construction under the concept of sustainable development.
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