The impact of algorithm-driven exposure to disease-related short videos on rehabilitation outcomes in lumbar disc herniation patients: content heterogeneity and psychological mediating mechanisms

Prolonged short video exposure and frequent awareness-motivation content viewing were associated with poorer rehabilitation and higher health anxiety, with health anxiety partially mediating these relationships, providing empirical evidence for digital health guidance.

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Publication Details

Journal
Frontiers in Digital Health
Published
2026-03-02
DOI
https://doi.org/10.3389/fdgth.2026.1774844
Primary Topic
Spine and Intervertebral Disc Pathology
Type
article
Field-Weighted Citation Impact
0.00
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article

The impact of algorithm-driven exposure to disease-related short videos on rehabilitation outcomes in lumbar disc herniation patients: content heterogeneity and psychological mediating mechanisms

Linbo Xing, Chenxi Liu, Li Yang, Xiang Chen et al.
Frontiers in Digital Health
Spine and Intervertebral Disc Pathology
article

The impact of algorithm-driven exposure to disease-related short videos on rehabilitation outcomes in lumbar disc herniation patients: content heterogeneity and psychological mediating mechanisms

Linbo Xing, Chenxi Liu, Li Yang, Xiang Chen, Yanlei Wang, Zhiyuan Cao, Yiping Tong
article en

Abstract

Prolonged short video exposure and frequent awareness-motivation content viewing were associated with poorer rehabilitation and higher health anxiety, with health anxiety partially mediating these relationships, providing empirical evidence for digital health guidance.

Frontiers in Digital HealthVol. 8
Fujian University of Traditional Chinese Medicine (CN), Henan Provincial People's Hospital (CN), Luoyang Orthopedic-Traumatological Hospital of Henan Province (CN)
Openalex Percentile: Top 39%
Spine and Intervertebral Disc Pathology
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The impact of algorithm-driven exposure to disease-related short videos on rehabilitation outcomes in lumbar disc herniation patients: content heterogeneity and psychological mediating mechanisms — Linbo Xing, Chenxi Liu, et al. · Frontiers in Digital Health (2026) | TGRS Research Map | TGRS