What type of study is this?

This is a Geographically Weighted Regression study (also classified as: Observational).

September 10, 2025LandOpen Access

Spatial Distribution Characteristics and Influencing Factors of Public Service Facilities for Children—A Case Study of the Central Urban Area of Shenyang

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Analysis reveals supply-demand imbalances in public service facilities for children, suggesting spatial diversity and location entropy matter.

Public service facilities for children show significant spatial distribution differences across urban areas.
High quantity distribution observed in core areas; location entropy values indicate an imbalance with 90.32% below 1.
Use of Geographically Weighted Regression and other spatial analysis methods illustrates complex influencing factors.
Positive drivers impact new urban zones, while negative factors mainly affect established urban areas.

Pang et al. (2025) studied this question.

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Analysis reveals supply-demand imbalances in public service facilities for children, suggesting spatial diversity and location entropy matter.