Evidence map›Paper›PMID 41602011›Full record

ArticleFrontiers in public health2025

The influence of sports technology device usage on middle-aged health anxiety: chain mediation effects of health control perception and self-efficacy reconstruction.

Feixuan Li, Jiahui Peng, Li Cao, Deqiao Zhou

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

4 authors.

Feixuan LiSchool of Physical Education and Sport Science, Qufu Normal University, Jining, China.
Jiahui PengSchool of Physical Education and Sport Science, Qufu Normal University, Jining, China.
Li CaoSchool of Physical Education, Shandong Normal University, Jinan, China.
Deqiao ZhouSchool of Physical Education, Shandong University, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The accelerating aging of the population and the digital transformation of health management have created new challenges for middle-aged cohorts (MACs). These individuals face escalating health anxiety (HA) stemming from declining physiological functions and compounded social role pressures. Sports technology devices (STDs) offer novel behavioral intervention pathways through real-time monitoring and data feedback. However, their buffering mechanisms (BMs) against HA and the associated psychological pathways remain insufficiently explored. This study examines the chain mediation relationship involving health control perception (HCP) and self-efficacy reconstruction (SER). Our primary objective is to delineate the psychological pathways linking STD usage to HA among middle-aged individuals. This investigation provides a novel theoretical contribution to the development of targeted digital health interventions. Methods: We conducted a cross-sectional survey with 930 middle-aged participants. The study employed validated scales to measure sports technology usage, health anxiety, health locus of control, and self-efficacy. To examine the psychological mechanisms, we performed a chain mediation analysis using bootstrap regression with 5,000 iterations while controlling for key demographic factors, including age, sex, and income. Results: STD usage intensity showed a significant negative correlation with HA ( Conclusion: STD usage alleviates HA among middle-aged individuals through a sequential "data-driven control enhancement → efficacy accumulation → anxiety mitigation" relationship. The core process involves reducing health uncertainty via real-time monitoring while rebuilding behavioral confidence through personalized feedback. This creates a synergistic association between "technological empowerment" and "psychological adaptation." Theoretically, our findings extend social cognitive theory into digital health contexts by revealing dynamic "environment-behavior-psychology" couplings. Practically, we recommend balancing data precision with psychological adaptability in technology design. Implementing tiered feedback systems can optimize health management experiences, establishing an actionable framework for digital interventions targeting HA among middle-aged individuals.

Indexed as

AnxietySelf EfficacySportsCross-Sectional StudiesDigital HealthFemaleHumansMaleMiddle AgedSense of AgencySurveys and Questionnairesbuffering mechanismchain mediationhealth anxietyhealth control perceptionmiddle-aged cohortself-efficacy reconstructionsports technology devices

Identifiers

PMID41602011
PMCPMC12832408

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LicenceCC BY
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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.