Evidence map›Paper›PMID 39079340›Full record

SynthesisEBioMedicine2024

Credibility of the evidence on green space and human health: an overview of meta-analyses using evidence grading approaches.

Yuting Xie, Shujun Fan, Yana Luo, Jiaxin Li, Yidan Zhang, Lixin Hu, Huiling Qiu, Ganglong Zhou, Joachim Heinrich, Tianyu Zhao and 11 more

Abstract readSystematic Review
In one paragraph

Synthesis in EBioMedicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
–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

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Associations of Happiness,International journal of environmental research and public health · 2026
    Article
  4. Article
  5. Article
  6. Associations between neighborhood greenery and birth outcomes in a North Carolina cohort.Journal of exposure science & environmental epidemiology · 2025
    Article
  7. Review
  8. Article
  9. Review
  10. Article
  11. Review
  12. Review
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

21 authors.

Yuting XieJoint International Research Laboratory of Environment and Health, Ministry of Education, Guangdong Provincial Engineering Technology Research Centre of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, 510080, China.
Shujun FanGuangzhou Joint Research Centre for Disease Surveillance and Risk Assessment, Guangzhou Centre for Disease Control and Prevention, Guangzhou, 510440, China; Institute of Public Health, Guangzhou Medical University and Guangzhou Centre for Disease Control and Prevention, Guangzhou, China.
Yana LuoISGlobal, Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; CIBER Epidemiology Salud Pública (CIBERESP), Madrid, Spain.
Jiaxin LiJoint International Research Laboratory of Environment and Health, Ministry of Education, Guangdong Provincial Engineering Technology Research Centre of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, 510080, China.
Yidan ZhangJoint International Research Laboratory of Environment and Health, Ministry of Education, Guangdong Provincial Engineering Technology Research Centre of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, 510080, China.
Lixin HuJoint International Research Laboratory of Environment and Health, Ministry of Education, Guangdong Provincial Engineering Technology Research Centre of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, 510080, China.
Huiling QiuJoint International Research Laboratory of Environment and Health, Ministry of Education, Guangdong Provincial Engineering Technology Research Centre of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, 510080, China.
Ganglong ZhouJoint International Research Laboratory of Environment and Health, Ministry of Education, Guangdong Provincial Engineering Technology Research Centre of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, 510080, China.
Joachim HeinrichInstitute and Clinic for Occupational, Social and Environmental Medicine, LMU University Hospital Munich, Comprehensive Pneumology Centre (CPC) Munich, German Centre for Lung Research (DZL), Munich, Germany; Allergy and Lung Health Unit, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.
Tianyu ZhaoInstitute and Clinic for Occupational, Social and Environmental Medicine, LMU University Hospital Munich, Comprehensive Pneumology Centre (CPC) Munich, German Centre for Lung Research (DZL), Munich, Germany.
Zhengtu LiGuangzhou Medical University, The First Affiliated Hospital, National Clinical Centre for Respiratory Disease, Guangzhou Institute of Respiratory Health, State Key Laboratory of Respiratory Disease, Guangzhou, 510120, China.
Li LiDepartment of Respiratory and Critical Care Medicine, The First People's Hospital of Kashi (The Affiliated Kashi Hospital of Sun Yat-Sen University), No.66, Yingbin Avenue, Xinjiang, 844000, Kashgar City, China.
Aimin XuDepartment of Respiratory and Critical Care Medicine, The First People's Hospital of Kashi (The Affiliated Kashi Hospital of Sun Yat-Sen University), No.66, Yingbin Avenue, Xinjiang, 844000, Kashgar City, China.
John S JiVanke School of Public Health, Tsinghua University, Beijing, 100084, China.
Zhoubin ZhangGuangzhou Centre for Disease Control and Prevention, Guangzhou, Guangdong, 510120, China.
Yuanzhong ZhouDepartment of Epidemiology, School of Public Health, Zunyi Medical University, Zunyi, China.
Sam S S LauResearch Centre for Environment and Human Health, College of International Education, School of Continuing Education, Hong Kong Baptist University, Kowloon, Hong Kong SAR, China.
Xiaoguang ZouDepartment of Respiratory and Critical Care Medicine, The First People's Hospital of Kashi (The Affiliated Kashi Hospital of Sun Yat-Sen University), No.66, Yingbin Avenue, Xinjiang, 844000, Kashgar City, China.
Guanghui DongJoint International Research Laboratory of Environment and Health, Ministry of Education, Guangdong Provincial Engineering Technology Research Centre of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, 510080, China.
Payam DadvandISGlobal, Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; CIBER Epidemiology Salud Pública (CIBERESP), Madrid, Spain.
Boyi YangJoint International Research Laboratory of Environment and Health, Ministry of Education, Guangdong Provincial Engineering Technology Research Centre of Environmental Pollution and Health Risk Assessment, Department of Occupational and Environmental Health, School of Public Health, Sun Yat-sen University, Guangzhou, 510080, China. Electronic address: yangby23@mail.sysu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGreen space is an important part of the human living environment, with many epidemiological studies estimating its impact on human health. However, no study has quantitatively assessed the credibility of the existing evidence, impeding their translations into policy decisions and hindering researchers from identifying new research gaps. This overview aims to evaluate and rank such evidence credibility.

methodsFollowing the PRISMA guideline, we systematically searched PubMed, Web of Science, and Embase databases for systematic reviews with meta-analyses concerning green spaces and health outcomes published up to January 15, 2024. We categorized the credibility of meta-analytical evidence from interventional studies into four levels (i.e., high, moderate, low, and very low) using the Grading of Recommendation, Assessment, Development and Evaluations framework, based on five domains including risk of bias, inconsistency, indirectness, imprecision, and publication bias. Further, we recalculated all the meta-analyses from observational studies and classified evidence into five levels (i.e., convincing, highly suggestive, suggestive, weak, and non-significant) by considering stringent thresholds for P-values, sample size, robustness, heterogeneity, and testing for biases.

findingsIn total, 154 meta-analysed associations (interventional = 44, observational = 110) between green spaces and health outcomes were graded. Among meta-analyses from interventional studies, zero, four (wellbeing, systolic blood pressure, negative affect, and positive affect), 20, and 20 associations between green spaces and health outcomes were graded as high, moderate, low, and very low credibility evidence, respectively. Among meta-analyses from observational studies, one (cardiovascular disease mortality), four (prevalence/incidence of diabetes mellitus, preterm birth, and small for gestational age infant, and all-cause mortality), 12, 22, and 71 associations were categorized as convincing, highly suggestive, suggestive, weak, and non-significant evidence, respectively.

interpretationThe current evidence largely confirms beneficial associations between green spaces and human health. However, only a small subset of these associations can be deemed to have a high or convincing credibility. Hence, future better designed primary studies and meta-analyses are still needed to provide higher quality evidence for informing health promotion strategies.

fundingThe National Natural Science Foundation of China of China; the Guangzhou Science and Technology Program; the Guangdong Medical Science and Technology Research Fund; the Research Grant Council of the Hong Kong SAR; and Sino-German mobility program.

Indexed as

Parks, RecreationalHumansMeta-Analysis as TopicEvidence credibilityGreen spaceNatureOverviewParksPolicy

Identifiers

PMID39079340
PMCPMC11340586

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.