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Effects of three-dimensional built environment and multi-source environmental factors on obesity among community-dwelling adults in Wuhan
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Yan-qing XU1, Mo-jie SONG1, Ren LIN2, Yan LIU1, Su-jin ZHANG1, Wei XU2
Modern Preventive Medicine | 2026, 53(9) : 1579 - 1584
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Modern Preventive Medicine | 2026, 53(9): 1579-1584
• Environmental and Occupational Health •
Effects of three-dimensional built environment and multi-source environmental factors on obesity among community-dwelling adults in Wuhan
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Yan-qing XU1, Mo-jie SONG1, Ren LIN2, Yan LIU1, Su-jin ZHANG1, Wei XU2
Affiliations
  • School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, Hubei 430079, China
Published: 2026-05-10 doi: 10.20043/j.cnki.MPM.202509486
Outline
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Objective

To examine the effects of the residential built environment on obesity among adults, and to provide evidence to inform built environment optimization for the prevention and control of overweight and obesity.

Methods

This cross-sectional study included individuals who underwent health examinations at the Health Management Center of Renmin Hospital of Wuhan University between May and August 2023. Of 1 672 examinees, 1 349 participants who met the inclusion criteria and had complete data were included in the analysis. Information on long-term residential address, residential floor, sex, age, and body mass index (BMI) was collected, and spatial analysis methods were applied to quantify environmental characteristics surrounding participants’ residential locations. Least Trimmed Squares (LTS) regression and logistic regression models were used to assess the associations between environmental factors and BMI, as well as overweight/obesity status. Generalized linear mixed models (GLMMs) were employed to examine the relationship between residential floor level and the likelihood of overweight/obesity.

Results

Among the 1 349 participants, the prevalence of overweight and obesity was 36.4% and 11.0%, respectively. Higher accessibility to transportation facilities (coef=0.324, P<0.001) and dining facilities (coef=0.233, P=0.006) were associated with increased BMI. Greater accessibility to transportation facilities (OR=1.141, 95% CI:1.000-1.302) and exercise facilities (OR=1.177, 95% CI: 1.017-1.362) were associated with a higher risk of overweight/obesity. As residential floor level increased, the probability of overweight/obesity first increased and then decreased, reaching a peak at around the 14th floor.

Conclusion

BMI and the likelihood of overweight/obesity were associated with multiple environmental factors. Residential floor level affected the probability of overweight/obesity, which may be related to stair-related physical activity and the indirect influence of individual characteristics across different floor levels.

Built environment  /  Multi-source environmental factors  /  Adult obesity  /  Residential floor  /  Regression analysis
许艳青, 宋墨杰, 林任, 刘岩, 张素金, 徐威. 三维建成环境与多源环境因子对武汉市社区成人肥胖的影响分析. 现代预防医学, 2026 , 53 (9) : 1579 -1584 . DOI: 10.20043/j.cnki.MPM.202509486
Yan-qing XU, Mo-jie SONG, Ren LIN, Yan LIU, Su-jin ZHANG, Wei XU. Effects of three-dimensional built environment and multi-source environmental factors on obesity among community-dwelling adults in Wuhan[J]. Modern Preventive Medicine, 2026 , 53 (9) : 1579 -1584 . DOI: 10.20043/j.cnki.MPM.202509486
Year 2026 volume 53 Issue 9
15
8
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Article Info
doi: 10.20043/j.cnki.MPM.202509486
  • Receive Date:2025-09-28
  • Online Date:2026-11-02
  • Published:2026-05-10
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  • Received:2025-09-28
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    School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, Hubei 430079, China
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表12种不同金属材料的力学参数
科
Family
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Number of
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种数
Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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