Evidence map›Paper›PMID 40604553›Full record

ArticleBMC public health2025

Associations among green spaces, ambient temperature, air pollution, and body mass index: a nationwide study in South Korea from 2008 to 2021.

Yujin Song, Hoyoung Cha, Jongjin Baik, Changhyun Jun, Seokjoong Kim, Minjeong Kim, Sun-Young Jung

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Yujin SongDepartment of Family Medicine, National Medical Center, Seoul, Republic of Korea.
Hoyoung ChaDepartment of Civil, Environmental and Architectural Engineering, Korea University, Seoul, Republic of Korea.
Jongjin BaikFuture and Fusion Lab of Architectural, Civil and Environmental Engineering, Korea University, Seoul, Republic of Korea.
Changhyun JunSchool of Civil, Environmental and Architectural Engineering, Korea University, Seoul, Republic of Korea. cjun@korea.ac.kr.
Seokjoong KimDepartment of Family Medicine, National Medical Center, Seoul, Republic of Korea.
Minjeong KimDepartment of Family Medicine, National Medical Center, Seoul, Republic of Korea.
Sun-Young JungCollege of Pharmacy, Chung-Ang University, Seoul, Republic of Korea.

Funding

National Research Foundation of Korea RS-2021-NR060085
6 · The paper itself

Abstract

backgroundIn this study, we explored the associations among green space, ambient temperature, and air pollution from 2008 to 2021, with the aim to provide insights into the trends and relationships among built and natural environments factors and their impact on obesity in South Korean adults.

methodsA total of 674,962 subjects from the Community Health Survey were analyzed. Descriptive statistics, Pearson correlation, and robust regression were used to help understand the changes in trend and the correlations between variables.

resultsThe mean age of the study subjects did not differ significantly based on body mass index (BMI); however, the obesity class 3 group had the lowest mean age. Exploration of green space and BMI showed a generally negative correlation in the normal weight group, but no such correlation was found in the overweight or obesity class 3 group. A positive correlation was observed between ambient temperature and BMI in the normal weight, overweight, and obesity class 1 groups. No strong association was found between air pollution and BM. While supporting evidence was found for the relationship between green space and ambient temperature, no such relationship was found between green space and air pollution. Lastly, air pollution and ambient temperature showed negative correlations, which contradicts the findings of prior studies.

conclusionFurther exploration is needed to identify potential mechanisms and develop policies and neighborhood-level interventions aimed at addressing the built and natural environments factors contributing to obesity in urbanized settings.

trial registrationThe study design and data analysis protocol were reviewed and approved by the Institutional Review Board of the National Medical Center (IRB No. 202306069 IRB examination exemption approval 20230622).

Indexed as

Air PollutionBody Mass IndexObesityParks, RecreationalResidence CharacteristicsTemperatureAdultAgedFemaleHealth SurveysHumansMaleMiddle AgedRepublic of KoreaAir pollutionAmbient temperatureBody mass indexGreen spaceObesity

Identifiers

PMID40604553
PMCPMC12218024

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Registered trials

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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.