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Zhi Liu

Biographic Data

ID3721966
NAMEZhi Liu
GIVEN NAMESZhi
FAMILY NAMELiu
SIGNATURELIU Z
AFFILIATIONSCentral China Normal University
ORCID0000-0002-8973-6561
VERIFIEDYes
TOTAL WORKS57
TOTAL CITATIONS50
AUTHOR COUNT57
EDITOR COUNT0
FIRST PUBLICATION YEAR2001
LATEST PUBLICATION YEAR2026
H-INDEX4
  • Fusing Six-Hat thinking with AI

    Open Access•Ting Wang, Taotao Long et al.•ARTICLE•Thinking Skills and Creativity•2026

  • Predicting higher education students' continued intention and self-reported use of generative AI tools in academic work

    Open Access•Lawrence Jinming Du, Zhi Liu et al.•ARTICLE•Acta Psychologica•2026

    This study investigated the factors shaping Chinese higher education students' continued intention and self-reported use of generative artificial intelligence (GenAI) tools in academic work. Drawing on an extended Unified Theory of Acceptance and Use of Technology (UTAUT) model, the study examined the roles of performance expectancy, effort expectancy, social influence, facilitating conditions, behavioural intention, use behaviour, and perceived …

  • Neural Network-Aided Differential Evolution With Double Q-Learning for Dynamic Optimization

    Open Access•Wei Song, Zhi Liu et al.•ARTICLE•IEEE Transactions on Computational…•2026

    As the search space and hence the optimum vary through time, dynamic optimization problems (DOPs) bring tremendous difficulties. Changes in DOPs often manifest as diverse dynamics. Consequently, regulating individuals’ search to adapt to diverse dynamics is crucial to tackle DOPs. Besides, due to the inherent population nature in dynamic optimization algorithms (DOAs), loss of global and local diversities is a critical issue deteriorating the per…

  • Flooding and injustice in Ningbo, China

    Open Access•Zhi Liu, Sarah Rogers•ARTICLE•Geographical Research•2026

    Flooding induced by sea level rise, intense rainfall events, land subsidence, and storm surges adversely impacts coastal cities worldwide. Flooding events are understood to disproportionately affect places, communities, and individuals that are already socioeconomically disadvantaged, while various flood mitigation and prevention actions may inadvertently deepen existing injustice by further redistributing flood risk to marginalised groups. The s…

  • Progresses in ethnopharmacological use, phytochemistry, pharmacology, clinical application, pharmacokinetics, quality control and safety of Sappan Lignum (Sumu)

    Open Access•Weiying Chen, Weiyou Chen et al.•ARTICLE•Journal of Ethnopharmacology•2026

  • Understanding gender differences in delay discounting

    Open Access•Chenyu Lv, Zhi Liu et al.•ARTICLE•Humanities and Social Sciences…•2025

  • Reinforcement Learning Based Robust Volt/Var Control in Active Distribution Networks With Imprecisely Known Delay

    Open Access•Hong Cheng, Huan Luo et al.•ARTICLE•IEEE Transactions on Computational…•2025

    Active distribution networks (ADNs) incorporating massive photovoltaic (PV) devices encounter challenges of rapid voltage fluctuations and potential violations. Due to the fluctuation and intermittency of PV generation, the state gap, arising from time-inconsistent states and exacerbated by imprecisely known system delays, significantly impacts the accuracy of voltage control. This article addresses this challenge by introducing a framework for d…

  • The disease burden of pneumoconiosis in China from 1990 to 2021 and projection to 2050 based on GBD 2021

    Open Access•Xiangwen Gong, Kaiwang Cui et al.•ARTICLE•Frontiers in Public Health•2025

    Background: Pneumoconiosis is a serious occupational disease with high incidence and prevalence in China. This study aimed to describe the long-term trends in the burden of pneumoconiosis and its epidemiological characteristics in China over the past 30 years. Methods: Data from this cross-sectional study were obtained from the Global Burden of Disease (GBD) 2021 study. Joinpoint was used to calculate the annual average percentage change (AAPC), …

  • Exploratory study of an AI-supported discussion representational tool for online collaborative learning in a Chinese university

    Open Access•Xi Kong, Zhi Liu et al.•ARTICLE•The Internet and Higher Education•2025

  • Academic stress detection based on multisource data

    Sannyuya Liu, Yunhan Zhang et al.•ARTICLE•Interactive Learning Environments•2025

  • Investigating the relationships among peer moderation, cognitive engagement, and learning achievement in online discussion forums

    Mingrui Hao, Zhi Liu et al.•ARTICLE•Interactive Learning Environments•2025

    Online discussion forums are an important component of communication and interactions between teachers and students. The success of online discussion forums depends largely on the e-moderating behavior of the students who are assigned the role of peer moderators. Their ability to facilitate meaningful discussions, encourage diverse perspectives, and keep the conversation on track is paramount to achieving group cognitive engagement and superior p…

  • How the digital economy moderates the relationship between tax services and tax compliance

    Open Access•Ronghui Zhou, Zhi Liu et al.•ARTICLE•Current Psychology•2025

  • AI’s nanotech moment

    Open Access•Zhi Liu•ARTICLE•AI & Society•2025

  • Chutu Wenxian yu Zaoqi Zhengzhi Zhexue 出土文獻與早期政治哲學 (Excavated Texts and Early Political Philosophy) by Zhenren Ouyang (review)

    Zhi Liu, Zhiqing Liu•ARTICLE•Philosophy East and West•2025

  • Time Lag Analysis of Atmospheric CO2 and Proxy-Based Climate Stacks on Global–Hemispheric Scales in the Last Deglaciation

    Open Access•Zhi Liu, Xingxing Liu•ARTICLE•Quaternary•2025

    Based on 88 well-dated and high-resolution paleoclimate records, global and hemispheric stacks of the last deglacial climate were synthesized by utilizing the normalized average method. A sequential relationship between the West Antarctic Ice Sheet Divide ice core CO2 concentration and the composited proxy-based global–hemispheric climate stacks was detected using the Wilcoxon rank-sum test and wavelet analysis. The results indicate that the clim…

  • Ecological security as the key to sustainable development in mining resource-based cities

    Open Access•Xiaodan Li, Zhen Liu et al.•ARTICLE•Habitat International•2025•Cited by: 2•References: 164

  • Effects of self-regulated learning on cognitive engagement and learning achievement in online discussions

    Open Access•Zhi Liu, Gao Ya et al.•ARTICLE•Current Psychology•2024

  • Understanding how pre-service science teachers design inquiry-based activities in a knowledge integration (KI) based collaborative learning environment

    Open Access•Taotao Long, Zhixia Zheng et al.•ARTICLE•Educational Technology Research…•2024

  • Profiling students’ learning engagement in Mooc discussions to identify learning achievement

    Open Access•Zhi Liu, Qianhui Tang et al.•ARTICLE•Computers & Education•2024

  • Exploring the influence of students' perceptions of face-to-face collaboration on cognitive engagement and learning outcomes in collaborative programming

    Open Access•Zhi Liu, Ya Gao et al.•ARTICLE•Acta Psychologica•2024

    Collaborative programming is being increasingly used to overcome the difficulties of the individual programming process. In this study, we investigated the effect of collaborative perception on cognitive engagement and learning outcomes in collaborative programming. We used a quasi-experimental research to determine the differences in cognitive engagement and learning outcomes of three groups with different levels of collaborative perception. The…

  • On Bivariate Time-Varying Price Staleness

    Haibin Zhu, Zhi Liu•ARTICLE•Journal of Business and Economic…•2024

    Price staleness refers to the extent of zero returns in price dynamics. Bandi, Pirino, and Reno introduce two types of staleness: systematic and idiosyncratic staleness. In this study, we allow price staleness to be time-varying and study the statistical inference for idiosyncratic and common price staleness between two assets. We propose consistent estimators for both time-varying idiosyncratic and systematic price staleness and derive their asy…

  • How academic stress affects academic performance

    Yunhan Zhang, Sannyuya Liu et al.•ARTICLE•Journal of Psychology in Africa•2024

  • Assessing the effects of regional coordinated development and ecological on public welfare in the Yangtze River Delta

    Open Access•Feng Liu, Yasir Khan et al.•ARTICLE•Environment Development and…•2024

  • Modeling temporal cognitive topic to uncover learners’ concerns under different cognitive engagement patterns

    Zhi Liu, Rui Mu et al.•ARTICLE•Interactive Learning Environments•2023

    Massive open online courses (MOOCs) provide learners with high-quality learning resources, but learners drop out frequently. Learners’ concerns (e.g. the topics in course content or logistics) and cognitive engagement patterns (e.g. tentative or certain) are considered the essential factors affecting learners’ course completions. However, it is still unclear what different learning achievement groups focus on in each cognitive engagement pattern.…

  • Computer-supported collaborative concept mapping

    Sannyuya Liu, Lingyun Kang et al.•ARTICLE•Interactive Learning Environments•2023

    Computer-supported collaborative concept mapping (CSCCM) integrates technology and concept mapping to support students’ knowledge understanding, and much research on the behavioral patterns involved in CSCCM activities has been conducted. However, there is limited understanding of the differences in knowledge understanding and behavioral patterns between students with different levels of collaboration perception. This study examined the impact of…

Next
  • Psychological Functions of Subjective Norms

    Open Access•Michael W Morris, Zhi Liu•ARTICLE•Journal of Cross-Cultural…•2015•Cited by: 17•References: 61

    This article considers the social and psychological functions that norm-based thinking and behavior provide for the individual and the collectivity. We differentiate between two types of reference groups that provide norms: peer groups versus aspirational groups. We integrate functionalist accounts by distinguishing the functions served by the norms of different reference groups, different degrees of norm moralization, and different directions of…

  • Influence of Taoism on the invention of the purple pigment used on the Qin terracotta warriors

    Open Access•Zhi Liu, Apurva Mehta et al.•ARTICLE•Journal of Archaeological Science•2007•Cited by: 10

  • Land-based finance and property tax in China

    Zhi Liu•ARTICLE•Area Development and Policy•2019•Cited by: 7

    Over the last two decades, cities in China have relied heavily on the revenues from public land leasing to finance urban development. This source of revenue is not sustainable. To address this issue and a distorted housing market, the current municipal finance reform agenda aims to introduce a property tax on the ownership of private residential properties. However, significant hurdles exist as a majority of urban households have purchased housin…

  • A novel evaluation method for urban infrastructures carrying capacity

    Open Access•Jinhuan Wang, Yitian Ren et al.•ARTICLE•Cities•2020•Cited by: 6•References: 67

  • A preliminary analysis of pottery from the Dantu site, Shandong, China

    Open Access•Qingyu Lu, Zhi Liu et al.•ARTICLE•Journal of Archaeological Science…•2022•Cited by: 3•References: 8

  • A Conclusion, Yet an Opening to Enriching the Normative Approach of Culture

    Open Access•Chi-Yue Chiu, Chi‐yue Chiu et al.•ARTICLE•Journal of Cross-Cultural…•2015•Cited by: 3•References: 53

    We compile in this article the target article authors' thoughtful responses to the commentaries. Their responses identify some common threads across the rich contents of the commentary pieces, interlink the observation and theoretical propositions in the commentaries with broader streams of research, present new perspectives inspired by the commentary contributors, and pose provocative questions to further ignite research efforts on the normative…

  • Ecological security as the key to sustainable development in mining resource-based cities

    Open Access•Xiaodan Li, Zhen Liu et al.•ARTICLE•Habitat International•2025•Cited by: 2•References: 164

  • Non-Contingent Success Reduces People's Desire for Processes that Adhere to Principles of Fairness

    Open Access•Phyllis A Siegel, Joel Brockner et al.•ARTICLE•Social Justice Research•2016•Cited by: 1•References: 14

  • Shifting-Sand Control in Central Tibet

    Zhi Liu, Liu Zhimin et al.•ARTICLE•AMBIO•2001•Cited by: 1

    The middle reaches of the Yarlung Zangbo, the Lhasa, and the Nianchu rivers form the center of politics, economy, and culture in the Tibetan Autonomous Region. Due to the fragility of the natural environment and overexploitation of land by the local people, desertification is becoming a serious problem in the valleys. Shifting sands cover an area of 578 km2 and have caused problems such as damage to farmland and grassland, traffic blockage and bu…

  • Shifting-Sand Control in Central Tibet

    Zhi Liu, Liu Zhimin et al.•ARTICLE•AMBIO•2001•Cited by: 1

    The middle reaches of the Yarlung Zangbo, the Lhasa, and the Nianchu rivers form the center of politics, economy, and culture in the Tibetan Autonomous Region. Due to the fragility of the natural environment and overexploitation of land by the local people, desertification is becoming a serious problem in the valleys. Shifting sands cover an area of 578 km2 and have caused problems such as damage to farmland and grassland, traffic blockage and bu…

  • Influence of Taoism on the invention of the purple pigment used on the Qin terracotta warriors

    Open Access•Zhi Liu, Apurva Mehta et al.•ARTICLE•Journal of Archaeological Science•2007•Cited by: 10

  • Reply to “Taoism (Daoism) and ‘Chinese Purple’

    Open Access•Zhi Liu•ARTICLE•Journal of Archaeological Science•2008

  • Paleoclimatic evolution of Holocene loess and discussion of the sensitivity of magnetic susceptibility and median diameter

    Open Access•Guoyong Zhao, Xiuming Liu et al.•ARTICLE•Quaternary International•2013

  • The magnetic mechanism of paleosol S5 in the Baoji section of the southern Chinese Loess Plateau

    Xuelian Guo, Xiuming Liu et al.•ARTICLE•Quaternary International•2013

  • A long-term increasing aridification and cooling trend at the Chinese Loess Plateau during the Pliocene

    Guoyong Zhao, Xiuming Liu et al.•ARTICLE•Quaternary International•2013

  • Antidiabetic effects of malonyl ginsenosides from Panax ginseng on type 2 diabetic rats induced by high-fat diet and streptozotocin

    Open Access•Zhi Liu, Wei Li et al.•ARTICLE•Journal of Ethnopharmacology•2013

  • On the Estimation of Integrated Volatility With Jumps and Microstructure Noise

    Bing-Yi Jing, Bing‐Yi Jing et al.•ARTICLE•Journal of Business and Economic…•2014

    In this article, we propose a nonparametric procedure to estimate the integrated volatility of an Itô semimartingale in the presence of jumps and microstructure noise. The estimator is based on a combination of the preaveraging method and threshold technique, which serves to remove microstructure noise and jumps, respectively. The estimator is shown to work for both finite and infinite activity jumps. Furthermore, asymptotic properties of the pro…

  • The interactive effect of positive inequity and regulatory focus on work performance

    Open Access•Zhi Liu, Joel Brockner•ARTICLE•Journal of Experimental Social…•2014•References: 22

  • Normology

    Open Access•Michael W Morris, Ying-Yi Hong et al.•ARTICLE•Organizational Behavior and Human…•2015

    This paper integrates social norm constructs from different disciplines into an integrated model. Norms exist in the objective social environment in the form of behavioral regularities, patterns of sanctioning, and institutionalized practices and rules. They exist subjectively in perceived descriptive norms, perceived injunctive norms, and personal norms. We also distil and delineate three classic theories of why people adhere to norms: internali…

  • Polycultural Psychology

    Michael W Morris, Chi-Yue Chiu et al.•ARTICLE•Annual Review of Psychology•2015

    We review limitations of the traditional paradigm for cultural research and propose an alternative framework, polyculturalism. Polyculturalism assumes that individuals' relationships to cultures are not categorical but rather are partial and plural; it also assumes that cultural traditions are not independent, sui generis lineages but rather are interacting systems. Individuals take influences from multiple cultures and thereby become conduits th…

  • A Conclusion, Yet an Opening to Enriching the Normative Approach of Culture

    Open Access•Chi-Yue Chiu, Chi‐yue Chiu et al.•ARTICLE•Journal of Cross-Cultural…•2015•Cited by: 3•References: 53

    We compile in this article the target article authors' thoughtful responses to the commentaries. Their responses identify some common threads across the rich contents of the commentary pieces, interlink the observation and theoretical propositions in the commentaries with broader streams of research, present new perspectives inspired by the commentary contributors, and pose provocative questions to further ignite research efforts on the normative…

  • Psychological Functions of Subjective Norms

    Open Access•Michael W Morris, Zhi Liu•ARTICLE•Journal of Cross-Cultural…•2015•Cited by: 17•References: 61

    This article considers the social and psychological functions that norm-based thinking and behavior provide for the individual and the collectivity. We differentiate between two types of reference groups that provide norms: peer groups versus aspirational groups. We integrate functionalist accounts by distinguishing the functions served by the norms of different reference groups, different degrees of norm moralization, and different directions of…

  • Non-Contingent Success Reduces People's Desire for Processes that Adhere to Principles of Fairness

    Open Access•Phyllis A Siegel, Joel Brockner et al.•ARTICLE•Social Justice Research•2016•Cited by: 1•References: 14

  • Decision-Making and Environmental Implications under Cap-and-Trade and Take-Back Regulations

    Open Access•Yuyu Chen, Bangyi Li et al.•ARTICLE•International Journal of…•2018

    To reduce carbon emissions during production and realize the recycling of resources, the government has promulgated carbon cap-and-trade regulation and take-back regulation separately. This paper firstly analyses the manufacturing, remanufacturing and collection decisions of a monopoly manufacturer under cap-and-trade regulation and take-back regulation conditions, and then explores the environmental impact (i.e., carbon emissions) of both carbon…

  • Breakpoint lead-lag analysis of the last deglacial climate change and atmospheric CO2 concentration on global and hemispheric scales

    Open Access•Zhi Liu, Shaopeng Huang et al.•ARTICLE•Quaternary International•2018

  • The application of low-carbon city (LCC) indicators—A comparison between academia and practice

    Open Access•Yingli Lou, Mesthrige Jayantha Wadu et al.•ARTICLE•Sustainable Cities and Society•2019

  • Urban Sustainability Evaluation under the Modified Topsis Based on Grey Relational Analysis

    Open Access•Juan Tang, Hong-lin Zhu et al.•ARTICLE•International Journal of…•2019

    The evaluation of urban sustainability plays a crucial role in the process of the sustainable development of cities. To decrease subjectivity and attain a comprehensive evaluation, this paper develops an evaluation method using the technique for order preference by similarity to ideal solution (TOPSIS). First, an evaluation index system including 39 indices and three categories (economic, social, and ecological development) is established; second…

  • Leasing or Selling? Durable Goods Manufacturer Marketing Model Selection under a Mixed Carbon Trading-and-Tax Policy Scenario

    Open Access•Yuxiang Zhang, Deqing Tan et al.•ARTICLE•International Journal of…•2019

    Many carbon reduction policies have been implemented to reduce carbon dioxide in the manufacturing process of products. However, many products emit more carbon dioxide in the consumption process. From the consumer's utility perspective, this paper firstly analyses the manufacturing and marketing model selection decisions of a monopoly manufacturer under the mixed carbon policy, and then a win-win result that can encourage the manufacturer to choo…

  • Land-based finance and property tax in China

    Zhi Liu•ARTICLE•Area Development and Policy•2019•Cited by: 7

    Over the last two decades, cities in China have relied heavily on the revenues from public land leasing to finance urban development. This source of revenue is not sustainable. To address this issue and a distorted housing market, the current municipal finance reform agenda aims to introduce a property tax on the ownership of private residential properties. However, significant hurdles exist as a majority of urban households have purchased housin…

  • A novel evaluation method for urban infrastructures carrying capacity

    Open Access•Jinhuan Wang, Yitian Ren et al.•ARTICLE•Cities•2020•Cited by: 6•References: 67

  • WiONE

    Open Access•Yu Gu, Huan Yan et al.•ARTICLE•IEEE Transactions on Computational…•2021

    User authentication is the first and most critical step in protecting a man-machine system from a malicious spoofer. However, security and privacy are just like the two sides of one coin, hard to see both at the same time, especially by the current mainstream credential- and biometric-based approaches. To this end, we propose WiONE, a safe and privacy-preserving user authentication system leveraging the ubiquitous Wi-Fi infrastructure by explorin…

  • Clinical Efficacy of Infantile Massage in the Treatment of Infant Functional Constipation

    Open Access•Zhi Liu, Li Gang et al.•ARTICLE•Frontiers in Public Health•2021

    Background: Functional constipation in children is a common disease that causes a psychological burden on infants and young children across the world. It will greatly affect infant quality of life in early childhood and even affect their psychological and physical health. At present, infant functional constipation is treated with western drugs alone, but this can produce drug dependency. In recent years, Traditional Chinese Medicine (TCM) infant …

  • The Effects of Aspirin With Combined Compound Danshen Dropping Pills on Hemorheology and Blood Lipids in Middle-Aged and Elderly Patients With CHD

    Open Access•Zhi Liu, Gang Li et al.•ARTICLE•Frontiers in Public Health•2021

    Background: Coronary heart disease (CHD) is one of the most common diseases in clinical cardiovascular practice, mainly afflicting the middle-aged and elderly. It will greatly affect elderly quality of life, and even affect their psychological and physical health. At present, CHD is treated with western drugs alone, but this can produce drug dependency. In recent years, Traditional Chinese Medicine (TCM) combine western drugs has been used as a c…

  • Alleviative effects of 20(R)-Rg3 on HFD/STZ-induced diabetic nephropathy via Mapk/NF-κB signaling pathways in C57BL/6 mice

    Open Access•Ying Li, Jin-gang Hou et al.•ARTICLE•Journal of Ethnopharmacology•2021

Psychology (18 works) · Computer Science (16 works) · China (12 works) · Social Psychology (11 works) · Economics (10 works) · Mathematics education (10 works) · Geography (9 works) · Innovative Teaching and Learning Methods (9 works) · Business (8 works) · Engineering (8 works)

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