Evidence map›Paper›PMID 41041376›Full record

ArticleFrontiers in public health2025

Deconstructing urban green justice and well-being: a multi-group structural equation modeling analysis based on the activity space perspective.

Shaobo Liu, Jialing Qi, Yi Yang, Wen Huo, Jiang Li, Yating Chang, You Peng

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Shaobo LiuDepartment of Environmental Design, School of Architecture and Art, Central South University, Changsha, China.
Jialing QiDepartment of Environmental Design, School of Architecture and Art, Central South University, Changsha, China.
Yi YangDepartment of Environmental Design, School of Architecture and Art, Central South University, Changsha, China.
Wen HuoDepartment of Environmental Design, School of Architecture and Art, Central South University, Changsha, China.
Jiang LiDepartment of Environmental Design, School of Architecture and Art, Central South University, Changsha, China.
Yating ChangDepartment of Environmental Design, School of Architecture and Art, Central South University, Changsha, China.
You PengDepartment of Architecture, College of Design and Engineering, National University of Singapore, Singapore, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Against the backdrop of a global shift toward greener cities, equitable access to urban green spaces has increasingly been recognized for its impact on residents' well-being. However, most existing studies rely heavily on residential proximity, overlooking the role of individual activity space differences and their influence on perceived fairness and well-being. Methods: This study, grounded in environmental justice theory and the activity space perspective, constructs and tests a structural equation model integrating green space quality, green space exposure, perceived social benefits, perceived green justice, and subjective well-being. Based on 524 survey responses collected in Changsha, China, a multi-group structural equation modeling (Multi-Group SEM) approach was employed to compare path differences among near-, mid-, and far-distance activity space groups. Results and discussion: Results show that: (1) Urban green space quality significantly influences green space exposure and perceived social benefits, which in turn enhance residents' perception of green justice and ultimately boost subjective well-being; (2) The pathways from "Green Space Quality → Green Space Exposure," "Green Space Quality → Perceived Social Benefits," and "Green Space Exposure → Perceived Green Justice" remain consistently significant across all activity groups, forming a stable core mechanism; (3) Green space exposure in the mid-distance group is more sensitive to economic conditions. By incorporating activity space segmentation, this study extends the micro-mechanism framework of environmental justice and subjective well-being. The findings provide empirical evidence for understanding the psychological impacts of green space equity on urban residents and offer theoretical support for precision-oriented green space planning and equity-focused policy interventions.

Indexed as

Environmental JusticeEnvironment DesignParks, RecreationalSocial JusticeUrban PopulationAdultChinaCitiesFemaleHumansLatent Class AnalysisMaleMiddle AgedResidence CharacteristicsSurveys and Questionnairesactivity spacegreen justicegreen space exposuregreen space qualitymulti-group structural equation modelingwell-being

Identifiers

PMID41041376
PMCPMC12484144

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.