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The time series shows typical winter peaks and summer troughs; the seasonality aligns with previous studies by Ye et al [26], Chen et al [27], and Liu et al [28], who documented similar patterns in China populations. This seasonal variation is closely related to many factors and provides key information for the construction and prediction of subsequent models. It emphasizes the importance of choosing appropriate modeling methods that can adapt to observed changes.
J Med Internet Res 2025;27:e74423
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Integrating Yang and Chu’s [28] digital literacy framework with the media intervention model of Chen et al [38], we pioneer evidence of their mediating role in holistic digital inclusion. Digital engagement enhances psychological resilience through three pathways: remodeling social interactions, optimizing learning strategies, and diversifying recreational activities.
J Med Internet Res 2025;27:e71441
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Cite Space is a Java-based software developed by Chen for bibliometric analysis, supporting knowledge mining and data visualization. We used it to conduct author cocitation analysis, institution cocitation analysis, and keyword co-occurrence analysis. Visual network graphs were used to illustrate the relationships among nodes, where larger node sizes indicate a greater number of publications within a particular research area [18].
Interact J Med Res 2025;14:e67276
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