Evidence map›Paper›PMID 41486118›Full record

ArticleBMC public health2026

The dose-response relationship between light physical activity and electronic health literacy among ​community-dwelling older adults.

Yu Lu, Lin Wang, Shijie Liu, SiJun Wu, FengRui Shi, Jie Yu, YiXin Chen, Hong Wang, LinXia Tang, WenChao Gong and 1 more

Abstract read
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Article in BMC 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.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Yu LuSchool of Physical Education, Wuhan University of Technology, Wuhan, Hubei, China.
Lin WangSchool of Physical Education, Wuhan University of Technology, Wuhan, Hubei, China. Wanglin123@126.com.
Shijie LiuSchool of Physical Education, Wuhan University of Technology, Wuhan, Hubei, China.
SiJun WuSchool of Physical Education, Shanghai University of Sport, Shanghai, China.
FengRui ShiWuhan Sports University, Wuhan, Hubei, China.
Jie YuSchool of Physical Education, Wuhan University of Technology, Wuhan, Hubei, China.
YiXin ChenSchool of Physical Education, Wuhan University of Technology, Wuhan, Hubei, China.
Hong WangWuhan Sports University, Wuhan, Hubei, China.
LinXia TangSports Department, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
WenChao GongHubei University of Arts and Sciences, Xiangyang, Hubei, China.
AoHan GuoSchool of Physical Education, Wuhan University of Technology, Wuhan, Hubei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTo investigate the dose-response relationship between e-health literacy and light physical activity (LPA) in older adults is to provide evidence for targeted interventions that enhance e-health literacy and promote LPA, thereby advancing healthy aging.

methodsThis study used a convenience sampling method to select two residential neighborhoods. Subsequently, a random cluster sampling approach was employed, resulting in a total final sample of 105 community-dwelling older adults (aged 60 and above) from these neighborhoods. A three-axis accelerometer (ActiGraph wGT3X-BT) recorded the older adults' LPA, and the Electronic Health Literacy Scale assessed their e-health literacy. Multiple linear regression was used to explore the dose-response relationship between LPA and e-health literacy and sub-dimension scores.

resultsMultiple linear regression revealed that both the overall e-health literacy score and its components were positively associated with daily LPA (Tables 2 and 3). However, the empirical impact varied substantially across components. For each 1-point increase, LPA increased by 2.8 min for the overall score, 11 min for judgment ability, and 19.4 min for decision-making ability, whereas the effect of application ability was statistically significant but minimal. Notably, the effect sizes of all e-health literacy components were substantially smaller than that of educational attainment (β = 0.638-0.947), which was the strongest predictor in all models.

conclusionsThis study provides empirical evidence that higher e-health literacy and its specific sub-dimensions are positively associated with light physical activity (LPA) among community-dwelling older adults, with educational attainment emerging as a key independent predictor. These findings suggest that public health interventions aimed at promoting LPA could be enhanced by incorporating strategies to improve e-health literacy, particularly targeting older adults with lower educational backgrounds. The development of tailored, theory-informed programs based on these insights holds promise for fostering healthy aging at the community level.

Indexed as

ExerciseHealth LiteracyIndependent LivingAccelerometryAgedAged, 80 and overFemaleHumansMaleMiddle AgedA cross-sectional investigationDose-response effectElectronic health literacyLight physical activityOlder adults

Identifiers

PMID41486118
PMCPMC12870204

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LicenceCC BY-NC-ND
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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.