Evidence map›Paper›PMID 42755998›Full record

ArticleFrontiers in psychology2026

How digital lifestyles transform women's exercise participation: a mixed methods study from China.

Jing Huang, Kailin Wu, Qinghao Guan, Qing Liu, Yifan Zuo

Abstract read
In one paragraph

Article in Frontiers in psychology, 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
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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

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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

5 authors.

Jing HuangSchool of Physical Education, Hunan University of Technology, Zhuzhou, China.
Kailin WuDepartment of Basic Courses, Hunan Polytechnic of Water Resources and Electric Power, Changsha, China.
Qinghao GuanDepartment of Communication and Media Research, University of Zurich, Zurich, Switzerland.
Qing LiuSchool of Physical Education and Sports Science, South China Normal University, Guangzhou, China.
Yifan ZuoSchool of Sports, Shenzhen University, Shenzhen, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Digital technologies are transforming women's access to physical exercise, yet empirical evidence from non-Western contexts remains limited. This study examines whether digital lifestyle is associated with women's exercise participation in China and whether this association differs across socio-demographic groups. Methods: We used a mixed-methods design. Study 1 analysed data from 4,469 women in the 2021 Chinese General Social Survey (CGSS) using regression and heterogeneity analyses. A composite Digital Lifestyle Index was constructed from internet-use indicators. Study 2 involved 12 in-depth interviews analysed with grounded theory to uncover underlying mechanisms. Results: Digital lifestyle was positively associated with exercise frequency ( Discussion: Digital lifestyles can empower women's exercise participation but benefits are unevenly distributed across urban-rural and hukou divides. Policies should address infrastructure and literacy gaps to ensure equitable access, extending feminist and field theories to the digital health context.

Indexed as

digital lifestylesfitness habitsgender and technologyhealth equitywomen’s exercise participation

Identifiers

PMID42755998
PMCPMC13581927

What OpenQuestion holds

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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.