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Dan Shan

Biographic Data

ID5505188
NAMEDan Shan
GIVEN NAMESDan
FAMILY NAMEShan
SIGNATURESHAN D
AFFILIATIONSColumbia University
ORCID0000-0002-2762-6770
VERIFIEDYes
TOTAL WORKS5
TOTAL CITATIONS0
WORKS AS AUTHOR5
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2022
LATEST PUBLICATION YEAR2026
H-INDEX0
  • Machine learning-based prediction of occupational exposure risks among oral healthcare workers

    Open Access•Jinting Zhu, Lan Wang et al.•ARTICLE•Frontiers in Public Health•2026

    Objective: This study aims to identify the key risk factors for occupational exposure among oral healthcare workers and develop a predictive model using machine learning algorithms to lay the foundation for early screening of high-risk populations and the formulation of preemptive intervention plans. Methods: A multicenter cross-sectional study was conducted among 367 oral healthcare workers in 27 hospitals in Tianjin, China, from January 2025 to…

  • Gender-specific dual effects of physical activity on depression and mortality

    Open Access•Dan Shan, Meina Yang et al.•ARTICLE•Frontiers in Public Health•2025

    Background Regular participation in physical activity (PA) reduces all-cause mortality (ACM) in the general population. However, the effects of PA on depressed patients and potential gender-specific responses have not been fully elucidated. In this study, we aimed to investigate the role of PA on new-onset depression and ACM in Chinese adults aged 45 year and older, with particular emphasis on gender differences. Methods This was a longitudinal c…

  • Subjective attitudes moderate the social connectedness in esports gaming during Covid-19 pandemic

    Open Access•Dan Shan, Jilai Xu et al.•ARTICLE•Frontiers in Public Health•2023

    Background Electronic sports (esports) has become a practical intervention for young people craving social connections since the COVID-19 pandemic. Past studies have shown an equivocal role of esports participation in boosting social ties or social connectedness. It is unclear if their relationship is affected by subjective attitudes of gamers. Moreover, the present COVID-19 pandemic may further modify this relationship to a greater extent. Objec…

  • Low depression literacy exacerbates the development and progression of depressive mood in Chinese adult social media users during Covid-19

    Open Access•Dan Shan, Shaoyang Li et al.•ARTICLE•Frontiers in Public Health•2023

    Background The main purpose of this study was to explore the relationship between depression literacy (D-Lit) and the development and progression of depressive mood. Methods This longitudinal study with multiple cross-sectional analyses used data from a nationwide online questionnaire administered via the Wen Juan Xing survey platform. Eligible participants were 18 years or older and had subjectively experienced mild depressive moods at the time …

  • Increased anxiety from fear of Omicron in China as compared to North America and Western Europe

    Open Access•Dan Shan, Chang Liu et al.•ARTICLE•Frontiers in Psychiatry•2022

    Our findings showed that Chinese participants who were more worried about the after-effects of Omicron had higher levels of anxiety. Although it is true that Long COVID-19 should be a concern, exaggerated media reporting can impact negatively on an individual's mental wellbeing. Only through the dissemination of robust scientific studies, the misinformation and the fears that follow it can be put to rest

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  • Increased anxiety from fear of Omicron in China as compared to North America and Western Europe

    Open Access•Dan Shan, Chang Liu et al.•ARTICLE•Frontiers in Psychiatry•2022

    Our findings showed that Chinese participants who were more worried about the after-effects of Omicron had higher levels of anxiety. Although it is true that Long COVID-19 should be a concern, exaggerated media reporting can impact negatively on an individual's mental wellbeing. Only through the dissemination of robust scientific studies, the misinformation and the fears that follow it can be put to rest

  • Subjective attitudes moderate the social connectedness in esports gaming during Covid-19 pandemic

    Open Access•Dan Shan, Jilai Xu et al.•ARTICLE•Frontiers in Public Health•2023

    Background Electronic sports (esports) has become a practical intervention for young people craving social connections since the COVID-19 pandemic. Past studies have shown an equivocal role of esports participation in boosting social ties or social connectedness. It is unclear if their relationship is affected by subjective attitudes of gamers. Moreover, the present COVID-19 pandemic may further modify this relationship to a greater extent. Objec…

  • Low depression literacy exacerbates the development and progression of depressive mood in Chinese adult social media users during Covid-19

    Open Access•Dan Shan, Shaoyang Li et al.•ARTICLE•Frontiers in Public Health•2023

    Background The main purpose of this study was to explore the relationship between depression literacy (D-Lit) and the development and progression of depressive mood. Methods This longitudinal study with multiple cross-sectional analyses used data from a nationwide online questionnaire administered via the Wen Juan Xing survey platform. Eligible participants were 18 years or older and had subjectively experienced mild depressive moods at the time …

  • Gender-specific dual effects of physical activity on depression and mortality

    Open Access•Dan Shan, Meina Yang et al.•ARTICLE•Frontiers in Public Health•2025

    Background Regular participation in physical activity (PA) reduces all-cause mortality (ACM) in the general population. However, the effects of PA on depressed patients and potential gender-specific responses have not been fully elucidated. In this study, we aimed to investigate the role of PA on new-onset depression and ACM in Chinese adults aged 45 year and older, with particular emphasis on gender differences. Methods This was a longitudinal c…

  • Machine learning-based prediction of occupational exposure risks among oral healthcare workers

    Open Access•Jinting Zhu, Lan Wang et al.•ARTICLE•Frontiers in Public Health•2026

    Objective: This study aims to identify the key risk factors for occupational exposure among oral healthcare workers and develop a predictive model using machine learning algorithms to lay the foundation for early screening of high-risk populations and the formulation of preemptive intervention plans. Methods: A multicenter cross-sectional study was conducted among 367 oral healthcare workers in 27 hospitals in Tianjin, China, from January 2025 to…

Medicine (4 works) · Clinical Psychology (3 works) · Cross-sectional study (3 works) · Psychiatry (3 works) · Psychology (3 works) · Anxiety (2 works) · Depressive symptoms (2 works) · Health care (2 works) · Impact of Technology on Adolescents (2 works) · Internal Medicine (2 works)

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