Author

Xu-Peng Zhang

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Review Open access Oct 2026

Physical activity and depressive symptoms among Chinese adults a cross sectional analysis

To examine the association between total physical activity and depressive symptoms among Chinese adults, including possible departures from a linear dose–response relationship. We analyzed the 2024 Chinese National Sports and Society Survey, which obtained 11,385 adult responses across 31 provincial-level re...

Meng Xu, Ke-Bing Yuan, Xu-Peng Zhang · Frontiers in Psychology · 0 citations

Open access Sep 2026

Dynamic risk prediction of physical fitness failure in college students: a four-year longitudinal landmark supermodel study

Purpose To develop and validate a dynamic risk prediction model (Landmark Supermodel) for identifying college students at risk of physical fitness failure by senior year, and to determine the optimal intervention window through sequential risk updating. Methods A total of 4,006 college students (2,745 males; 1,261 fema...

Guan-Yu Lu, Xu-Peng Zhang, Shuo Han et al. · Frontiers in Public Health · 0 citations