Evidence map›Paper›PMID 42293657›Full record

SynthesisFrontiers in public health2026

Nonlinear effects of climate change on outdoor activities and potential feedback pathways: a systematic review.

Yuqi Zhu, Junyi Guo, Jinhui Zhang, Wenhao Du, Zhiwen Guan, Hai Li

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in public health, 2026. 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

6 authors.

Yuqi Zhu *School of Economics and Management, Shanghai University of Sport, Shanghai, China.
Junyi Guo *College of Physical Education, Hunan University, Changsha, China.
Jinhui ZhangDepartment of Physical Education, Xidian University, Xi'an, China.
Wenhao DuSchool of Economics and Management, Shanghai University of Sport, Shanghai, China.
Zhiwen GuanSchool of Economics and Management, Shanghai University of Sport, Shanghai, China.
Hai LiSchool of Economics and Management, Shanghai University of Sport, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Climate change is reshaping the suitability, participation conditions, and risk environment of outdoor activities, but the feedback effects of outdoor activities on climate change remain less synthesized. Methods: This systematic review searched Web of Science, PubMed, EBSCO, Wiley, SpringerLink, and ProQuest for English-language studies published up to December 27, 2024. Following predefined inclusion and exclusion criteria and PRISMA 2020 reporting, 47 studies published between 2003 and 2024 were included. Results: Evidence indicates an asymmetric bidirectional relationship. Climate change affects outdoor activities through rising temperatures, extreme weather, altered precipitation and snow conditions, and environmental degradation, thereby influencing climate suitability, participation behavior, recreation demand, site availability, and health and safety risks. Five themes were identified: climate suitability and activity opportunities; participation behavior and recreation demand; health and safety risks; feedback from outdoor activities to climate change; and adaptation and mitigation strategies. Feedback evidence remains comparatively limited and mainly concerns emissions and ecological pressures associated with transportation, tourism consumption, facility operation, artificial snowmaking, energy use, and resource consumption. Discussion: Climate-change effects predominate, whereas feedback from outdoor activities plays a secondary but non-negligible role. Future research should distinguish climate suitability from actual participation and strengthen integrated assessments of carbon emissions, adaptation, risk governance, and low-carbon transition pathways in outdoor activities. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/view/CRD42025636854. Unique Identifier: CRD42025636854.

Indexed as

Climate ChangeRecreationFeedbackHumansclimate changeclimate suitabilityhealth riskoutdoor activitiesoutdoor dayssystematic review

Identifiers

PMID42293657
PMCPMC13254066

What OpenQuestion holds

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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.