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Hao Zeng

Biographic Data

ID4639288
NAMEHao Zeng
GIVEN NAMESHao
FAMILY NAMEZeng
SIGNATUREZENG H
AFFILIATIONSDepartment of Statistics and Data Science Southern University of Science and Technology
ORCID0009-0006-1836-1017
VERIFIEDYes
TOTAL WORKS11
TOTAL CITATIONS1
AUTHOR COUNT11
EDITOR COUNT0
FIRST PUBLICATION YEAR2022
LATEST PUBLICATION YEAR2026
H-INDEX1
  • Transfer Learning for Spatial Autoregressive Models with Application to U.S. Presidential Election Prediction

    Hao Zeng, Wei Zhong et al.•ARTICLE•Journal of Business and Economic…•2026

    It is important to incorporate spatial geographic information into U.S. presidential election analysis, especially for swing states. The state-level analysis also faces significant challenges of limited spatial data availability. To address the challenges of spatial dependence and small sample sizes in predicting U.S. presidential election results using spatially dependent data, we propose a novel transfer learning framework within the SAR model,…

  • Workers' subjective well-being in human-robot interaction

    Open Access•Chen Shen, Chen Kang Shen et al.•ARTICLE•Technology in Society•2026•References: 52

  • The impact of short videos on young people’s willingness to engage in martial arts

    Open Access•Hao Zeng, Guangyuan Yao et al.•ARTICLE•Humanities and Social Sciences…•2025

    Short videos, as a widely used form of social media among adolescents, currently lack validated methods to ascertain whether viewing these videos fosters a corresponding willingness to learn. This study addresses this research gap by proposing and empirically testing a novel “Video Emotional Stimulation (S) - Flow Experience (O) - Willingness to Learn Martial Arts (R)” model based on the Stimulus-Organism-Response (S-O-R) framework. Our key contr…

  • Effects of urban green exercise on mental health

    Open Access•Guidan Hu, Qingyuan Luo et al.•ARTICLE•Frontiers in Public Health•2025

    As global urbanization accelerates, concerns regarding the mental health of urban residents have become increasingly prominent. Urban green exercise, a non-pharmacological intervention integrating exposure to nature with physical activity, has gained considerable attention due to its potential mental health benefits. However, systematic evidence synthesizing the specific effects and underlying mechanisms of urban green exercise on mental health r…

  • Exposure to polycyclic aromatic hydrocarbons and bone mineral density in children and adolescents

    Open Access•Peng Zhang, S Z Li et al.•ARTICLE•Frontiers in Public Health•2025

    Introduction Identifying factors that hinder bone development in children and adolescents is crucial for preventing osteoporosis. Exposure to polycyclic aromatic hydrocarbons (PAHs) has been linked to reduced bone mineral density (BMD), although available data, especially in children and adolescents, are limited. We examined the associations between urinary hydroxylated-PAHs (OH-PAHs) and lumbar spine BMD, pelvic BMD, and total BMD among 8–19 yea…

  • The association between screen exposure and social–emotional development in children and adolescents

    Open Access•Wenbin Jia, Xiaocong Deng et al.•ARTICLE•Acta Psychologica•2025•References: 2

    This meta-analysis synthesizes 124 effect sizes from 30 articles (both cross-sectional and longitudinal; N = 39,620) to examine the relationship between screen exposure and socio-emotional development in children and adolescents. Using a random-effects model, results revealed a small but significant negative correlation between screen exposure and social-emotional competence (r = -0.046, 95 % CI [-0.070, -0.021]) and a small positive correlation …

  • The status quo of short video as sources of health information on gastroesophageal reflux disease in China

    Open Access•Ying Cai, Hao Zeng et al.•ARTICLE•Frontiers in Public Health•2024

    Background: Positive lifestyle adjustments have become effective methods in treating gastroesophageal reflux disease (GERD). Utilizing short video platforms to encourage GERD patients for effective self-disease management is a convenient and cost-effective approach. However, the quality of GERD-related videos on short video platforms is yet to be determined, and these videos may contain misinformation that patients cannot recognize. This study ai…

  • Association between muscle strength and cardiometabolic multimorbidity risk among middle-aged and older Chinese adults

    Open Access•Jingxian Wang, Yi Yang et al.•ARTICLE•BMC Public Health•2024

    In Chinese middle-aged and older adults, low relative grip strength was associated with a higher risk of CM in individuals with heart disease, while high chair-rising time was associated with a higher risk of CM in individuals with diabetes or heart disease

  • Using broadly targeted plant metabolomics technology combined with network pharmacology to explore the mechanism of action of the Yishen Gushu formula in the treatment of postmenopausal osteoporosis i…

    Open Access•Hua Liu, Zhang Chi et al.•ARTICLE•Journal of Ethnopharmacology•2024

  • Acculturation of international students in a non–first-tier city in China

    Open Access•Yanyan Zhang, Hao Zeng•ARTICLE•International Journal of…•2023•Cited by: 1•References: 44

  • Green or non-green

    Open Access•Kai Wang, Hao Zeng et al.•ARTICLE•Technological Forecasting and…•2022

  • Acculturation of international students in a non–first-tier city in China

    Open Access•Yanyan Zhang, Hao Zeng•ARTICLE•International Journal of…•2023•Cited by: 1•References: 44

  • Green or non-green

    Open Access•Kai Wang, Hao Zeng et al.•ARTICLE•Technological Forecasting and…•2022

  • Acculturation of international students in a non–first-tier city in China

    Open Access•Yanyan Zhang, Hao Zeng•ARTICLE•International Journal of…•2023•Cited by: 1•References: 44

  • The status quo of short video as sources of health information on gastroesophageal reflux disease in China

    Open Access•Ying Cai, Hao Zeng et al.•ARTICLE•Frontiers in Public Health•2024

    Background: Positive lifestyle adjustments have become effective methods in treating gastroesophageal reflux disease (GERD). Utilizing short video platforms to encourage GERD patients for effective self-disease management is a convenient and cost-effective approach. However, the quality of GERD-related videos on short video platforms is yet to be determined, and these videos may contain misinformation that patients cannot recognize. This study ai…

  • Association between muscle strength and cardiometabolic multimorbidity risk among middle-aged and older Chinese adults

    Open Access•Jingxian Wang, Yi Yang et al.•ARTICLE•BMC Public Health•2024

    In Chinese middle-aged and older adults, low relative grip strength was associated with a higher risk of CM in individuals with heart disease, while high chair-rising time was associated with a higher risk of CM in individuals with diabetes or heart disease

  • Using broadly targeted plant metabolomics technology combined with network pharmacology to explore the mechanism of action of the Yishen Gushu formula in the treatment of postmenopausal osteoporosis i…

    Open Access•Hua Liu, Zhang Chi et al.•ARTICLE•Journal of Ethnopharmacology•2024

  • The impact of short videos on young people’s willingness to engage in martial arts

    Open Access•Hao Zeng, Guangyuan Yao et al.•ARTICLE•Humanities and Social Sciences…•2025

    Short videos, as a widely used form of social media among adolescents, currently lack validated methods to ascertain whether viewing these videos fosters a corresponding willingness to learn. This study addresses this research gap by proposing and empirically testing a novel “Video Emotional Stimulation (S) - Flow Experience (O) - Willingness to Learn Martial Arts (R)” model based on the Stimulus-Organism-Response (S-O-R) framework. Our key contr…

  • Effects of urban green exercise on mental health

    Open Access•Guidan Hu, Qingyuan Luo et al.•ARTICLE•Frontiers in Public Health•2025

    As global urbanization accelerates, concerns regarding the mental health of urban residents have become increasingly prominent. Urban green exercise, a non-pharmacological intervention integrating exposure to nature with physical activity, has gained considerable attention due to its potential mental health benefits. However, systematic evidence synthesizing the specific effects and underlying mechanisms of urban green exercise on mental health r…

  • Exposure to polycyclic aromatic hydrocarbons and bone mineral density in children and adolescents

    Open Access•Peng Zhang, S Z Li et al.•ARTICLE•Frontiers in Public Health•2025

    Introduction Identifying factors that hinder bone development in children and adolescents is crucial for preventing osteoporosis. Exposure to polycyclic aromatic hydrocarbons (PAHs) has been linked to reduced bone mineral density (BMD), although available data, especially in children and adolescents, are limited. We examined the associations between urinary hydroxylated-PAHs (OH-PAHs) and lumbar spine BMD, pelvic BMD, and total BMD among 8–19 yea…

  • The association between screen exposure and social–emotional development in children and adolescents

    Open Access•Wenbin Jia, Xiaocong Deng et al.•ARTICLE•Acta Psychologica•2025•References: 2

    This meta-analysis synthesizes 124 effect sizes from 30 articles (both cross-sectional and longitudinal; N = 39,620) to examine the relationship between screen exposure and socio-emotional development in children and adolescents. Using a random-effects model, results revealed a small but significant negative correlation between screen exposure and social-emotional competence (r = -0.046, 95 % CI [-0.070, -0.021]) and a small positive correlation …

  • Transfer Learning for Spatial Autoregressive Models with Application to U.S. Presidential Election Prediction

    Hao Zeng, Wei Zhong et al.•ARTICLE•Journal of Business and Economic…•2026

    It is important to incorporate spatial geographic information into U.S. presidential election analysis, especially for swing states. The state-level analysis also faces significant challenges of limited spatial data availability. To address the challenges of spatial dependence and small sample sizes in predicting U.S. presidential election results using spatially dependent data, we propose a novel transfer learning framework within the SAR model,…

  • Workers' subjective well-being in human-robot interaction

    Open Access•Chen Shen, Chen Kang Shen et al.•ARTICLE•Technology in Society•2026•References: 52

Computer Science (4 works) · Internal Medicine (4 works) · Medicine (4 works) · Pathology (3 works) · Chemistry (2 works) · China (2 works) · Environmental health (2 works) · Psychology (2 works) · Acculturation (1 works) · Activator (genetics (1 works)

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