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Pan Liu

Biographic Data

ID3729614
NAMEPan Liu
GIVEN NAMESPan
FAMILY NAMELiu
SIGNATURELIU P
AFFILIATIONSWuhan University
ORCID0000-0003-1278-2129
VERIFIEDYes
TOTAL WORKS39
TOTAL CITATIONS1
AUTHOR COUNT39
EDITOR COUNT0
FIRST PUBLICATION YEAR2011
LATEST PUBLICATION YEAR2026
H-INDEX1
  • The impact of integrating generative artificial intelligence into medical education on short-term learning outcomes

    Open Access•Chao Wang, Niuniu Sun et al.•ARTICLE•BMC Medical Education•2026

  • How Task and Individual Characteristics Affect Students’ Cognitive Load

    Open Access•Pan Liu, Qiang Jiang et al.•ARTICLE•The International Review of…•2026

    This study examined how task characteristics (TC) and individual characteristics (IC) affect cognitive load (CL) and how artificial intelligence generated content (AIGC) moderates these effects in online learning. Participants included 435 undergraduate students (200 males and 235 females) enrolled in an introductory educational technology course. A structural model, conducted using Mplus software, was employed to test the relationships between e…

  • The Relationship Between Emotion Malleability Beliefs, Emotion Regulation and Adolescent Social Anxiety Symptoms

    Open Access•Yixuan Han, Pan Liu et al.•ARTICLE•Journal of Youth and Adolescence•2026

  • Licochalcone A promotes autophagy to ameliorate NAFLD by inhibiting the mTOR and regulating ULK1/Beclin1/VPS34 pathway

    Open Access•Jingjing Li, Dongna Zhang et al.•ARTICLE•Journal of Ethnopharmacology•2026

  • The Political Economy of Local Government Debt Expansion in China

    Pan Liu, Jie Mao et al.•ARTICLE•Journal of Contemporary China•2026

    Since the 1990s, China has strengthened the Communist Party of China’s leadership over local People’s Congresses through a dual-appointment system, under which Party secretaries also serve as chairpersons of People’s Congresses. This article argues that this system enhances Party influence over legislative decision-making while further reducing institutional constraints, enabling local Party secretaries to pursue career-oriented agendas such as b…

  • Predictive model of the relationship between social support, body image perception, and physical activity among university students

    Open Access•Xuejiao Gao, Xiaolin Wang et al.•ARTICLE•Humanities and Social Sciences…•2025

    This cross-sectional study explored the relationship between social support, body image perception, and physical activity among university students. A total of 400 students (mean age = 20.58, SD = 1.71) from six faculties and departments at Ludong University participated voluntarily, with convenience sampling employed for participant selection. The Multidimensional Social Support Scale, Physical Activity Rating Scale, and Body Image States Scale …

  • High- vs. low-stake choices in life

    Pan Liu, Lin Qiu et al.•ARTICLE•Acta Psychologica Sinica•2025

    摘要: 个体主义的变迁一直广受学界关注。然而, 现有文献中关于中国个体主义变迁的研究出现了矛盾的结果。本文指出, 这可能是由于不同研究采用的个体主义测量指标不同所致。进一步, 本文认为可将人们在日常生活中的个体主义实践分为两类:个体主义重选择(high-stake choices, 涉及高机会成本)和个体主义轻选择(low-stake choices, 涉及低机会成本), 并认为现代化对个体主义重选择的影响大于对个体主义轻选择的影响。研究1通过一项问卷调查(N = 312)检验中国民众对不同生活选择重大性的主观感知。结果发现, 是否结婚、是否离婚、是否要孩子、是否与父母分开住等4项选择与给新生儿(男、女)取名等两项选择存在显著差异, 显示出前者属于个体主义重选择, 后者为个体主义轻选择。研究2通过分析中国26省30年的面板数据发现:1)中国各省的个体主义, 包括重选择和轻选择, 总体呈现上升趋势, 且现代化显著正向预测两类个体主义; 2)但相较于个体主义轻选择, 现代化对个体主义重选择的…

  • Moisture-modulated heatwaves

    Open Access•Qian Zhang, Jiabo Yin et al.•ARTICLE•Environmental Research Letters•2025

    Heatwaves stand as one of the most consequential manifestations of global climate change. Their severity intensifies dramatically when extreme temperatures coincide with high humidity, posing compound threats to human health and natural systems. Here, we employ a three-dimensional (latitude × longitude × time) connectivity framework to analyze moisture-modulated heatwaves through daily lethal heat stress indices from 1979 to 2023. We identify 164…

  • Anhedonia and depressive symptoms in adolescent university students from china

    Open Access•Taipeng Sun, Pan Liu et al.•ARTICLE•BMC Public Health•2025

    The finding of this cross-sectional study suggested that there were high prevalence rates of depression and anxiety symptoms in university students from China during the COVID-19 new normal. Early perceived stress was associated with the progress of depression and anhedonia

  • A dynamic multi-criteria allocation of carbon emission reduction responsibility towards carbon neutrality

    Open Access•Yifei Wang, Pan Liu et al.•ARTICLE•Environment Development and…•2025

  • Can artificial intelligence development improve urban land green utilization efficiency

    Haikuo Zhang, Haikuo Zhanga et al.•ARTICLE•Journal of the Asia Pacific Economy•2025•References: 1

  • Examining the Interactions Between Subjective Social Status and Self‐Referential Processing on Social Anxiety and Depressive Symptoms in Early Adolescents

    Open Access•Jaron X Y Tan, Pan Liu•ARTICLE•Social Development•2025•References: 3

    Subjective social status in school (or school social status) refers to youths’ perception of their position relative to peers in school. School social status has been associated with various socio‐emotional outcomes in adolescents, such as internalizing symptoms (e.g., social anxiety and depression). Another closely related construct that undergoes significant development during adolescence is self‐referential processing, namely, the processing o…

  • Isotemporal substitution effect of 24-hour movement behavior on the mental health of Chinese preschool children

    Open Access•Fang Li, Li Fang et al.•ARTICLE•Frontiers in Public Health•2024

    The 24-h movement behavior of preschoolers comprises a spectrum of activities, including moderate-to-vigorous intensity physical activity (MVPA), light-intensity physical activity (LPA), screen-based sedentary behavior (SCSB), non-screen-based sedentary behavior (NSCSB), and sleep. While previous research has shed light on the link between movement behaviors and children’s mental health, the specific impacts on the unique demographic of Chinese p…

  • Beyond the dawn of virtualized learning environments

    Open Access•Mugur Geana, Dan Cernusca et al.•ARTICLE•Journal of Computer Assisted…•2024

  • Analyzing urban traffic crash patterns through spatio-temporal data

    Open Access•Jieling Jin, Pan Liu et al.•ARTICLE•Applied Geography•2024

  • Socio-demographic factors shape mortality risk linked to compound drought-heatwave events under climate change in China

    Open Access•Xin Yao, Ying Qu et al.•ARTICLE•One Earth•2024

  • Cultural moderation in sports impact

    Open Access•Qinglei Wang, Nor Eeza Zainal Abidin et al.•ARTICLE•BMC Psychology•2024

    Cultural Context (CC) moderates PSDTS, Sport-induced Cognitive Focus (SICF), and PWB, influencing educational progress. This study emphasizes the need for enhanced support systems-academic guidance, awareness, sports programs, and cultural competence training-to advance student well-being and academic achievement in China, fostering an empowering educational environment for societal progress

  • Quantifying the impact of dams on global streamflow over the period of 1985–2014

    Open Access•Dongyang Han, Pan Liu et al.•ARTICLE•Environmental Research Letters•2024

    The number of dams globally has increased dramatically over the past few decades, providing reliable water resources by regulating natural streamflow. However, assessing the impact of dams on natural streamflow at a large scale remains a challenge due to lack of dam storage variation data. Here we analyzed flow regulation by dams from 1985 to 2014 over 153 basins globally using satellite remote sensing data. Two-thirds of global basins are regula…

  • Understanding the role of the spatial-temporal variability of catchment water storage capacity and its runoff response using deep learning networks

    Open Access•Kang Xie, Qian Cheng et al.•ARTICLE•Environmental Research Letters•2024

    The land surface of a watershed acts as a large reservoir, with its catchment water storage capacity (CWSC) influencing rainfall-runoff relationship. Estimating CWSC at global grid scale is challenging due to calibration complexity, limited spatial continuity, and data scarcity. To address this, a deep learning-based approach incorporates spatial reconstruction and temporal transfer for capturing spatio-temporal variations in watershed characteri…

  • Contrasting variations of ecosystem gross primary productivity during flash droughts caused by competing water demand and supply

    Open Access•Kaijie Zou, Lei Cheng et al.•ARTICLE•Environmental Research Letters•2024

    Flash drought events (FDEs) are projected to increase frequently in a warming world, significantly impacting ecosystem productivity and the global carbon cycle. The development of FDEs, induced by anomalies in different environmental variables, may cause different responses to the ecosystem’s gross primary productivity (GPP). However, the GPP variations and underlying mechanisms during the FDEs have rarely been quantified. This study collected lo…

  • Whether weekend warriors (WWs) achieve equivalent benefits in lipid accumulation products (LAP) reduction as other leisure-time physical activity patterns? -Results from a population-based analysis of…

    Open Access•Wei Dai, Dongyang Zhang et al.•ARTICLE•BMC Public Health•2024

    Being regularly active obtained better LAP reduction as opposed to being WWs. For non-inactive adults, engaging in more than 440 min of PA per week helps to reduce LAP effectively

  • Constructing a Chinese-Style Zero-Carbon Financial System

    ZHU MIN, Pan Liu et al.•ARTICLE•Social Sciences in China•2023

    The Chinese government’s “dual carbon” commitment to carbon peaking and carbon neutrality in September 2020 indicates that China will promote green economy transition and achieve high-quality growth in line with the New Development Concept. Definitely, both China’s economic and financial development will undergo a paradigm shift. This paper reviews the evolution of global finance’s role in supporting environmental governance, climate change and s…

  • Toward Consilience on Indirect Reciprocity

    Charles Marsh, Pan Liu et al.•ARTICLE•International Journal of…•2023•Cited by: 1•References: 21

    This article pursues interdisciplinary synthesis and consilience regarding the concept of indirect reciprocity and its relevance to strategic communication theory. Identified and named by evolutionary biologists, indirect reciprocity in its simplest form is a resource-acquisition process initiated when one entity benefits another entity without the prospect or expectation of direct return. This action enhances the reputation of the initial entity…

  • Did the Communication Barriers During the Lockdown Reduce Students’ Satisfaction

    Open Access•Juan Li, Sitan Li et al.•ARTICLE•Frontiers in Education•2022

    The lockdown control measures implemented against the pandemic of COVID-19 have had a global effect on various aspects of our lives as a society. Considering the impact of the lockdown caused by COVID-19 on adolescents, we conducted practical longitudinal research on the changes in adolescent satisfaction before and after lockdown. A total of 221 students aged 13–19 years from a professional adolescent football school in China participated in a s…

  • An attention-based LSTM model for long-term runoff forecasting and factor recognition

    Open Access•Dongyang Han, Pan Liu et al.•ARTICLE•Environmental Research Letters•2022

    With advances in artificial intelligence, machine learning-based models such as long short-term memory (LSTM) models have shown much promise in forecasting long-term runoff by mapping pathways between large-scale climate patterns and catchment runoff responses without considering physical processes. The recognition of key factors plays a vital role and thus affects the performance of the model. However, there is no conclusion on which recognition…

Next
  • Toward Consilience on Indirect Reciprocity

    Charles Marsh, Pan Liu et al.•ARTICLE•International Journal of…•2023•Cited by: 1•References: 21

    This article pursues interdisciplinary synthesis and consilience regarding the concept of indirect reciprocity and its relevance to strategic communication theory. Identified and named by evolutionary biologists, indirect reciprocity in its simplest form is a resource-acquisition process initiated when one entity benefits another entity without the prospect or expectation of direct return. This action enhances the reputation of the initial entity…

  • The Modulation of Intentional Control on Automatic Inhibition in Cognitive Aging

    Pan Liu, Ning Xie et al.•ARTICLE•Acta Psychologica Sinica•2011

    Cognitive aging is an unavoidable phenomenon for human beings. Various theories have been proposed to clarify the mechanism underlying cognitive aging, such as Processing Speed Theory (Salthouse, 1985, 1996), Decline in Inhibition Theory (Hasher Zacks, 1988) and Working Memory Theory (Swanson, 1999), which attribute the age-related decline of cognitive ability to descended processing speed, reduced efficiency of inhibitory control and decreased w…

  • Evaluating the Combined Effects of Weather and Real-Time Traffic Conditions on Freeway Crash Risks

    Open Access•Chengcheng Xu, Chen Wang et al.•ARTICLE•Weather, Climate, and Society•2018

    The study presented in this paper investigated the combined effects of environmental factors and real-time traffic conditions on freeway crash risks. Traffic and weather data were collected from a 35-km freeway segment in the state of California, United States. The weather conditions were classified into five categories: clear, light rain, moderate/heavy rain, haze, and mist/fog. Logistic regression models using unmatched case-control data were d…

  • Climatic control of upper Yangtze River flood hazard diminished by reservoir groups

    Open Access•He Li, Li He et al.•ARTICLE•Environmental Research Letters•2020

    Over recent decades, concern has grown regarding the effects of climate change and artificial river projects on the variability of river floods. Specifically, it has been demonstrated that the Mississippi River flood hazard has been amplified by river engineering. In contrast, the world’s largest reservoir group with the Three Gorges Reservoir at its core has been built along the upper reaches of the Yangtze River, but the question of whether the…

  • Influence of relationship conflicts with leaders and coworkers on employees' voice

    Open Access•Siyuan Chen, Mingyu Zhang et al.•ARTICLE•Social Behavior and Personality…•2020

    Building on self-determination theory and relational attribution theory, in this study we examined how relationship conflicts with leaders and coworkers simultaneously affect employee voice behaviors. We expanded relational attribution theory by developing two new constructs we labeled leader-relational attribution orientation and coworker-relational attribution orientation to describe employees' different responses to relationship conflicts with…

  • Dynamic relationships between children’s higher‐order regulation and lower‐order reactivity predict development of attention problems

    Open Access•Pan Liu, Katie R Kryski et al.•ARTICLE•Social Development•2020•References: 6

    Dual‐process theories contend that interplay between higher‐order (i.e., regulatory) and lower‐order (i.e., reactive) systems influences the development of attention in early childhood. We therefore investigated interactions between an aspect of children's top‐down self‐regulation (i.e., effortful control; EC) and positive reactivity (indexed by observed positive affectivity; PA) and negative reactivity (indicated by cortisol stress reactivity an…

  • “The Disabled Community Is Still Waiting for Equality”

    Open Access•Mauryne Abwao, Muhammad Ittefaq et al.•ARTICLE•Frontiers in Communication•2021

    Drawing from the literature of the internet as a public sphere, the present study investigates online news comments related to sexual reproductive health of people with disabilities (PWDs) published in The New York Times and The Guardian . We analyzed 3,633 online comments published between January 1, 2016, and December 31, 2019, using thematic analysis. The findings revealed eight major themes: economic consequences; gender; stereotypes; awarene…

  • Unattended Emotional Prosody Affects Visual Processing of Facial Expressions in Mandarin-Speaking Chinese

    Open Access•Pan Liu, Simon Rigoulot et al.•ARTICLE•Journal of Cross-Cultural…•2021

    Emotional cues from different modalities have to be integrated during communication, a process that can be shaped by an individual’s cultural background. We explored this issue in 25 Chinese participants by examining how listening to emotional prosody in Mandarin influenced participants’ gazes at emotional faces in a modified visual search task. We also conducted a cross-cultural comparison between data of this study and that of our previous work…

  • Reservoir ecological operation by quantifying outflow disturbance to aquatic community dynamics

    Open Access•Yibo Wang, Pan Liu et al.•ARTICLE•Environmental Research Letters•2021

    Reservoir operation causes spatiotemporal variations in outflow, which influence the dynamics of downstream aquatic communities. However, empirical evidence of community responses to hydrological alteration remains limited for dam-regulated rivers. This study focused on quantifying the streamflow disturbance to multi-population dynamics in downstream of the China’s Danjiangkou Reservoir. First, the stochastic population dynamics model (PDM) was u…

  • Network analysis of the food–energy–water nexus in China’s Yangtze River Economic Belt from a synergetic perspective

    Open Access•Rihui An, Pan Liu et al.•ARTICLE•Environmental Research Letters•2021

    Economic development, resource scarcity and climate change pose enormous challenges to the food–energy–water (FEW) nexus, calling for integrative resources governance to improve the synergy between subsystems. However, it is unclear about the synergy evolution of the FEW nexus in temporal and spatial scales. This paper uses the network analysis to explore the FEW nexus in China’s Yangtze River Economic Belt. First, the comprehensive index system …

  • Land surface models significantly underestimate the impact of land-use changes on global evapotranspiration

    Open Access•Qilin Wang, Ying‐Ping Wang et al.•ARTICLE•Environmental Research Letters•2021

    Despite numerous assessments of the impact of land-use change (LUC) on terrestrial evapotranspiration (ET) that have been conducted using land surface models (LSMs), no attempts have been made to evaluate their performance in this regard globally. Errors in simulating LUC impacts on ET largely stem from LUC data interpretation (LI, i.e. mapping of gridded LUC data into annual plant function types) and model structure (MS, i.e. parameterization of…

  • Association of frailty with quality of life in older hypertensive adults

    Open Access•Pan Liu, Yaxin Zhang et al.•ARTICLE•Quality of Life Research•2021

  • Anti-inflammatory action of physalin A by blocking the activation of NF-κB signaling pathway

    Open Access•Liying Wang, Jinpo Gu et al.•ARTICLE•Journal of Ethnopharmacology•2021

  • Effect of coworker ostracism on newcomer socialization

    Open Access•Pan Liu, Yihua Zhang et al.•ARTICLE•Social Behavior and Personality…•2021

    Researchers have consistently reported the negative role of workplace ostracism, and the importance of newcomers to an organization. However, none have examined the effect of coworker ostracism on newcomer socialization. Drawing on the strength model of self-control, we empirically tested the effect of coworker ostracism on newcomer socialization via the mediator of state self-control. Participants were 155 matched supervisor–subordinate dyads. R…

  • Influence of chief executive officer servant leadership on middle managers' voice behavior

    Open Access•Chun Yang, Wensong Zhang et al.•ARTICLE•Social Behavior and Personality…•2021

    On the basis of social learning theory, we explored the mechanism through which chief executive officers' use of the servant leadership style affects middle managers' voice behavior. We analyzed data obtained from a sample of managers of firms in the energy industry in China. We found that chief executive officers' servant leadership had a positive influence on organizational collective promotion focus through its effects on top management team s…

  • Did the Communication Barriers During the Lockdown Reduce Students’ Satisfaction

    Open Access•Juan Li, Sitan Li et al.•ARTICLE•Frontiers in Education•2022

    The lockdown control measures implemented against the pandemic of COVID-19 have had a global effect on various aspects of our lives as a society. Considering the impact of the lockdown caused by COVID-19 on adolescents, we conducted practical longitudinal research on the changes in adolescent satisfaction before and after lockdown. A total of 221 students aged 13–19 years from a professional adolescent football school in China participated in a s…

  • An attention-based LSTM model for long-term runoff forecasting and factor recognition

    Open Access•Dongyang Han, Pan Liu et al.•ARTICLE•Environmental Research Letters•2022

    With advances in artificial intelligence, machine learning-based models such as long short-term memory (LSTM) models have shown much promise in forecasting long-term runoff by mapping pathways between large-scale climate patterns and catchment runoff responses without considering physical processes. The recognition of key factors plays a vital role and thus affects the performance of the model. However, there is no conclusion on which recognition…

  • Constructing a Chinese-Style Zero-Carbon Financial System

    ZHU MIN, Pan Liu et al.•ARTICLE•Social Sciences in China•2023

    The Chinese government’s “dual carbon” commitment to carbon peaking and carbon neutrality in September 2020 indicates that China will promote green economy transition and achieve high-quality growth in line with the New Development Concept. Definitely, both China’s economic and financial development will undergo a paradigm shift. This paper reviews the evolution of global finance’s role in supporting environmental governance, climate change and s…

  • Toward Consilience on Indirect Reciprocity

    Charles Marsh, Pan Liu et al.•ARTICLE•International Journal of…•2023•Cited by: 1•References: 21

    This article pursues interdisciplinary synthesis and consilience regarding the concept of indirect reciprocity and its relevance to strategic communication theory. Identified and named by evolutionary biologists, indirect reciprocity in its simplest form is a resource-acquisition process initiated when one entity benefits another entity without the prospect or expectation of direct return. This action enhances the reputation of the initial entity…

  • Isotemporal substitution effect of 24-hour movement behavior on the mental health of Chinese preschool children

    Open Access•Fang Li, Li Fang et al.•ARTICLE•Frontiers in Public Health•2024

    The 24-h movement behavior of preschoolers comprises a spectrum of activities, including moderate-to-vigorous intensity physical activity (MVPA), light-intensity physical activity (LPA), screen-based sedentary behavior (SCSB), non-screen-based sedentary behavior (NSCSB), and sleep. While previous research has shed light on the link between movement behaviors and children’s mental health, the specific impacts on the unique demographic of Chinese p…

  • Beyond the dawn of virtualized learning environments

    Open Access•Mugur Geana, Dan Cernusca et al.•ARTICLE•Journal of Computer Assisted…•2024

  • Analyzing urban traffic crash patterns through spatio-temporal data

    Open Access•Jieling Jin, Pan Liu et al.•ARTICLE•Applied Geography•2024

  • Socio-demographic factors shape mortality risk linked to compound drought-heatwave events under climate change in China

    Open Access•Xin Yao, Ying Qu et al.•ARTICLE•One Earth•2024

  • Cultural moderation in sports impact

    Open Access•Qinglei Wang, Nor Eeza Zainal Abidin et al.•ARTICLE•BMC Psychology•2024

    Cultural Context (CC) moderates PSDTS, Sport-induced Cognitive Focus (SICF), and PWB, influencing educational progress. This study emphasizes the need for enhanced support systems-academic guidance, awareness, sports programs, and cultural competence training-to advance student well-being and academic achievement in China, fostering an empowering educational environment for societal progress

  • Quantifying the impact of dams on global streamflow over the period of 1985–2014

    Open Access•Dongyang Han, Pan Liu et al.•ARTICLE•Environmental Research Letters•2024

    The number of dams globally has increased dramatically over the past few decades, providing reliable water resources by regulating natural streamflow. However, assessing the impact of dams on natural streamflow at a large scale remains a challenge due to lack of dam storage variation data. Here we analyzed flow regulation by dams from 1985 to 2014 over 153 basins globally using satellite remote sensing data. Two-thirds of global basins are regula…

  • Understanding the role of the spatial-temporal variability of catchment water storage capacity and its runoff response using deep learning networks

    Open Access•Kang Xie, Qian Cheng et al.•ARTICLE•Environmental Research Letters•2024

    The land surface of a watershed acts as a large reservoir, with its catchment water storage capacity (CWSC) influencing rainfall-runoff relationship. Estimating CWSC at global grid scale is challenging due to calibration complexity, limited spatial continuity, and data scarcity. To address this, a deep learning-based approach incorporates spatial reconstruction and temporal transfer for capturing spatio-temporal variations in watershed characteri…

Psychology (16 works) · Environmental Science (11 works) · Medicine (11 works) · Computer Science (9 works) · Social Psychology (9 works) · Ecology (8 works) · Geography (8 works) · Economics (7 works) · Hydrology and Watershed Management Studies (7 works) · China (6 works)

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