Feng Huang
Biographic Data
| ID | 3933571 |
|---|---|
| NAME | Feng Huang |
| GIVEN NAMES | Feng |
| FAMILY NAME | Huang |
| SIGNATURE | HUANG F |
| AFFILIATIONS | Institute of Psychology, Chinese Academy of Sciences |
| ORCID | 0009-0007-8193-4508 |
| VERIFIED | Yes |
| TOTAL WORKS | 38 |
| TOTAL CITATIONS | 2 |
| AUTHOR COUNT | 38 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2006 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
Corporate Social Responsibility, Peer Effects, and Stock Price Crash Risk: Empirical Evidence From Chinese A-Share Listed Companies
This study addresses a critical gap in the existing literature that predominantly examines corporate governance and market mechanisms as determinants of corporate social responsibility (CSR) while overlooking inter-firm interactions. By analyzing panel data from Chinese A-share listed companies (2011–2023) through a peer effect lens, we systematically investigate how peer firms’ CSR engagements influence focal firms’ CSR adoption and subsequent s…
The long-term effects of early life exposure to primary healthcare expansion: Evidence from the Barefoot Doctor Program
The association between entrapment and suicidality in adolescents with depressive disorders: A moderated mediation analysis involving depressive symptoms and gender
Preventing suicide among adolescents with depression remains a global health priority. Entrapment has been shown to be associated with suicidality, with depressive symptoms potentially accounting for part of this association, and these associations may vary by gender. To clarify these relationships, this study examined the statistical associations among entrapment, depressive symptoms, and suicidality, with particular attention to the statistical…
Ameliorative effects of total glycosides from Aralia elata on airway inflammation and mucus hypersecretion in asthmatic mice
LLM Plus Machine Learning Outperform Expert Rating to Predict Life Satisfaction From Self-Statement Text
This study explores an innovative approach to predicting individual life satisfaction by combining large language models (LLMs) with machine learning (ML) techniques. Traditional life satisfaction assessments rely on self-report questionnaires, which can be time-consuming and resource intensive. To address these limitations, we developed a method that utilizes LLMs for feature extraction from open-ended self-statement texts, followed by ML predic…
Associations between blood ethylene oxide levels and bone mineral density
Background: Ethylene oxide (EO) is a toxic compound extensively used in industrial applications. This study quantified serum EO levels by measuring hemoglobin-bound ethylene oxide (HbEO). However, the link between bone mineral density (BMD) and HbEO levels remains unexplored. Methods: A total of 2,570 participants were evaluated using data from National Health and Nutrition Examination Survey (NHANES) (2015-2018). Generalized linear regression mo…
Suicidal ideation data augmentation and recognition technology based on large language models
摘要: 自杀已成为全球性公共卫生难题, 传统的自杀意念识别方法主要依赖患者主动求助, 而基于文本分析的自动识别模型则受限于标注数据的稀缺性。本研究创新性地提出一种基于大语言模型的数据增强方法, 旨在提升自杀意念文本识别的精度。研究采用双阶段设计:研究1聚焦于数据增强, 研究2验证增强效果。在研究1中, 选用ChatGLM3-6B和Qwen-7B-Chat作为底层模型, 结合有监督学习策略与零样本和少样本学习方法, 优化训练数据集质量。通过8组严谨的对比实验, 结果显示两类自研模型在数据增强方面表现卓越, 其处理后数据集的综合得分分别达到0.90和0.92, 显著优于基线模型(p < 0.001)。研究2进一步评估了数据增强对识别模型性能的影响, 结果表明, 增强后的模型在识别准确率和正确拒绝率指标上全面超越最佳基线模型(p < 0.001)。本研究不仅验证了基于大语言模型的数据增强方法在提升自杀意念识别模型性能方面的有效性, 还为心理健康领域的人工智能应用开辟了新方向。这种方法有望在保护…
Self-help AI psychological counseling system based on large language models and its effectiveness evaluation
摘要: 本研究旨在探讨不依赖真实案例数据的前提下, 基于大语言模型构建自助式AI心理咨询系统的技术可行性, 及其对普通人群心理健康状况的改善效果。研究分为两个阶段: 首先, 基于零样本学习和思维链提示策略构建了一个自助式AI心理咨询机器人系统; 随后, 通过招募202名参与者进行为期两周的随机对照试验, 评估了该系统的实际应用效果。实验1的结果表明, 经提示工程优化后的GPT-4o模型在规范性、专业度、情感理解与共情能力以及一致性与连贯性方面均有显著提升。实验2发现, 与控制组相比, 使用自助式AI心理咨询机器人的参与者在短期内的抑郁、焦虑和孤独感均有显著改善。特别是, 拟人化设计的AI咨询师在缓解孤独感方面表现出显著优势, 而非拟人化设计在减轻压力方面效果更为明显。此外, 焦虑症状的积极变化在一周后的随访中仍然保持, 而其他指标的改善效果则未能持续。本研究初步探索了基于大语言模型的自助式AI心理咨询对心理健康的积极影响, 揭示了不同AI设计对特定心理问题的差异化效果, 为未来研究和实践…
Huatanhuoxue decoction alleviates airway inflammation by regulating IL-17A signaling pathway in obese asthmatic mice
Wenjing decoction: Mechanism in the treatment of dysmenorrhea with blood stasis syndrome through network pharmacology and experimental verification
Integrating transcriptomics and network pharmacology to reveal the effect and mechanism of Bai-Jie-Jing-Xie ointment on improving skin inflammation of psoriasis
Geographic mobility and socially segmented attachment of returnees in Chinese ethnic tourism
Cyber-Ostracism, Depression, and Adolescents' Cyberbullying Perpetration: A Cross-Lagged Panel Analysis
This study explores the complex dynamics between cyber-ostracism, depression, and cyberbullying among 870 Chinese adolescents (50.9% boys, Mage = 13.03, SD = 0.76). Using a cross-lagged panel analysis, the results found: (1) bidirectional associations between cyber-ostracism and depression, with cyber-ostracism at Time 1(T1) significantly and positively predicted depression at Time 2(T2), and depression at T1 significantly and positively predicte…
Effectiveness of a mHealth platform-based lifestyle integrated multicomponent exercise (PF-Life) program to reverse pre-frailty in community-dwelling older adults: A randomized controlled trial study …
Background Pre-frailty represents an ideal window of opportunity to potentially prevent frailty and disability. Early and effective interventions to delay or reverse pre-frailty are public health imperative. The present trial aims to evaluate the effectiveness and underlying mechanisms of mobile health (mHealth) platform-supported lifestyle-integrated multicomponent exercise ( PF-Life ) to reverse pre-frailty in community-dwelling older adults. M…
Need for uniqueness and adolescents’ problematic internet use: Longitudinal evidence on the role of stress and ego depletion
Effects of total alkaloids from (L.) R. Br. on ovalbumin-induced asthma mice
Serial Multiple Mediation of Anxiety and Hostile Attribution Bias in the Relationship Between Need for Uniqueness and Adolescents’ Cyberbullying Perpetration: A Two-Wave Study
Baiheqingjin formula reduces inflammation in mice with asthma by inhibiting the PI3K/AKT/NF-κb signaling pathway
Cang-ai volatile oil ameliorates imiquimod-induced psoriatic skin lesions by suppressing the ILC3s
Associations between meaning in life and suicidal ideation in young people: A systematic review and meta-analysis
Does more moral equal less corruption? The different mediation of moral foundations between economic growth and corruption in China
How social media expression can reveal personality
By introducing domain knowledge to the development of a machine learning model, this study not only ensures the reliability and validity of the prediction model but also improves the interpretability of the machine learning method. The study helps explain aspects of personality measured by such prediction models and finds a link between personality and mental health. Our research also has positive implications regarding the combination of machine…
Exploring the Influencing Factors of Covid-19 Vaccination Willingness among Young Adults in China
Vaccine uptake is considered as one of the most effective methods of defending against COVID-19 (coronavirus disease 2019). However, many young adults are hesitant regarding COVID-19 vaccines, and they actually play an important role in virus transmission. Based on a multi-theory model, this study aims to explore the influencing factors related to COVID-19 vaccine willingness among young adults in China. Using semi-structured interviews, this stu…
Mediating effect of body fat percentage in the association between ambient particulate matter exposure and hypertension: A subset analysis of China hypertension survey
This study suggests that a significant portion of the estimated effect of exposure to PM2.5 on the risk of hypertension appears to be attributed to its effect on alterations in body composition and the development of obesity. These findings could inform intersectoral actions in future studies to protect populations with excessive fine particle exposure from developing hypertension
Effects of Tylophora yunnanensis Schltr on regulating the gut microbiota and its metabolites in non-alcoholic steatohepatitis rats by inhibiting the activation of NOD-like receptor protein 3
The establishment and characteristics of China’s extradition system
Hepatitis B virus infections and risk factors among the general population in Anhui Province, China: An epidemiological study
Though Anhui province has already reached the national goal of reducing HBsAg prevalence to less than 1% among children younger than 5 years, there are still several risk factors for HBsAg infection among the older population. Immunization programs should continue to focus on adults, and interventions should be taken to reduce risk factors associated with being infected with Hepatitis B
Water Regime Evolution of Large Seasonal Lakes: Indicators for Characterization and an Application in Poyang Lake, China
Impacted by ongoing climate change and anthropogenic activities, large seasonal lakes experience water regime evolution, which raises challenges for the management of water resources and environment. The water regime evolution refers to the spatial and temporal alterations in the hydrological features of lakes. Characterizing the lake water regime and its alteration may help policymakers design effective adaption strategies. Therefore, total 47 h…
Assessing the Ecological Effects of Water Transport to a Lake in Arid Regions: A Case Study of Qingtu Lake in Shiyang River Basin, Northwest China
With the continuous growth of economic water consumption in arid regions, many endorheic rivers and terminal lakes have desiccated. As an important ecological engineering measure, water transport in arid regions has vital ecological significance for protecting the regional ecological environment and delaying desertification. In this study, Qingtu Lake, the terminal lake of Shiyang River, was selected to analyze the ecological effects of water tra…
Health-Related Quality of Life and Influencing Factors of Pediatric Medical Staff During the Covid-19 Outbreak
Objective To evaluate the health-related quality of life (HRQoL) status and explore its associated factors in pediatric medical staff during the COVID-19 epidemic so as to provide fundamental evidence for clinicians and administrators to formulate targeted intervention measures to improve the HRQoL and mental health status in pediatric medical staff during this, and future, pandemics. Methods A cross-sectional study was conducted to investigate t…
How fear and collectivism influence public’s preventive intention towards Covid-19 infection: A study based on big data from the social media
The promotion of fear on people's preventive intention may be limited and conditional, and values of collectivism can well compensate for the promotion of fear on preventive intention. These results provide scientific inspiration on how to enhance the public's preventive intention towards COVID-19 effectively
Parents’ Phubbing and Cyberbullying Perpetration Among Adolescents: The Mediation of Anxiety and the Moderation of Zhong-Yong Thinking
The Relationship between Cyber-Ostracism and Adolescents’ Non-Suicidal Self-Injury: Mediating Roles of Depression and Experiential Avoidance
Based on the experiential avoidance model, the current study aims to test the relationship between cyber-ostracism and adolescents' non-suicidal self-injury and to explore the mediating roles of depression and experiential avoidance. A sample of 1062 middle school students completed questionnaires on cyber-ostracism, depression, experiential avoidance, and self-injurious behavior. The results showed that cyber-ostracism, depression, experiential …
The Impact of Mortality Salience, Negative Emotions and Cultural Values on Suicidal Ideation in Covid-19: A Conditional Process Model
As suicides incurred by the COVID-19 outbreak keep happening in many countries, researchers have raised concerns that the ongoing pandemic may lead to "a wave of suicides" in society. Suicidal ideation (SI) is a critical factor in conducting suicide intervention and also an important indicator for measuring people's mental health. Therefore, it is vital to identify the influencing factors of suicidal ideation and its psychological mechanism durin…
Household Groups’ Land Use Decisions Investigation Based on Perspective of Livelihood Heterogeneity in Sichuan Province, China
Land use decision-making is a vital livelihood strategy associated with the rational collocation of livelihood asset endowments by rural households. Based on the perspective of livelihood heterogeneity, this paper collected the data from 540 farm households in 27 villages in three Sichuan Province counties to identify the land use decision-making characteristics of the household groups. A land use decision-making framework (LUDF) based on the sus…
Examining the independent and interactive association of physical activity and sedentary behaviour with frailty in Chinese community-dwelling older adults
There are nonlinear and linear dose-response relationships between PA, SB and frailty respectively. In addition, excess ST may counteract the beneficial effects of PA on frailty. Interventions that focus on reducing excess ST may be effective strategies to reduce the risk of frailty and should be taken seriously by public health authorities, especially in the context of regular epidemic prevention and control in China
Does more moral equal less corruption? The different mediation of moral foundations between economic growth and corruption in China
How social media expression can reveal personality
By introducing domain knowledge to the development of a machine learning model, this study not only ensures the reliability and validity of the prediction model but also improves the interpretability of the machine learning method. The study helps explain aspects of personality measured by such prediction models and finds a link between personality and mental health. Our research also has positive implications regarding the combination of machine…
Exploring the Influencing Factors of Covid-19 Vaccination Willingness among Young Adults in China
Vaccine uptake is considered as one of the most effective methods of defending against COVID-19 (coronavirus disease 2019). However, many young adults are hesitant regarding COVID-19 vaccines, and they actually play an important role in virus transmission. Based on a multi-theory model, this study aims to explore the influencing factors related to COVID-19 vaccine willingness among young adults in China. Using semi-structured interviews, this stu…
Mediating effect of body fat percentage in the association between ambient particulate matter exposure and hypertension: A subset analysis of China hypertension survey
This study suggests that a significant portion of the estimated effect of exposure to PM2.5 on the risk of hypertension appears to be attributed to its effect on alterations in body composition and the development of obesity. These findings could inform intersectoral actions in future studies to protect populations with excessive fine particle exposure from developing hypertension
Effects of Tylophora yunnanensis Schltr on regulating the gut microbiota and its metabolites in non-alcoholic steatohepatitis rats by inhibiting the activation of NOD-like receptor protein 3
NMR-based metabolomic analysis for the effects of moxibustion on imiquimod-induced psoriatic mice
Equality of public health service and family doctor contract service utilisation among migrants in China
Effectiveness of a mHealth platform-based lifestyle integrated multicomponent exercise (PF-Life) program to reverse pre-frailty in community-dwelling older adults: A randomized controlled trial study …
Background Pre-frailty represents an ideal window of opportunity to potentially prevent frailty and disability. Early and effective interventions to delay or reverse pre-frailty are public health imperative. The present trial aims to evaluate the effectiveness and underlying mechanisms of mobile health (mHealth) platform-supported lifestyle-integrated multicomponent exercise ( PF-Life ) to reverse pre-frailty in community-dwelling older adults. M…
Need for uniqueness and adolescents’ problematic internet use: Longitudinal evidence on the role of stress and ego depletion
Effects of total alkaloids from (L.) R. Br. on ovalbumin-induced asthma mice
Serial Multiple Mediation of Anxiety and Hostile Attribution Bias in the Relationship Between Need for Uniqueness and Adolescents’ Cyberbullying Perpetration: A Two-Wave Study
Baiheqingjin formula reduces inflammation in mice with asthma by inhibiting the PI3K/AKT/NF-κb signaling pathway
Cang-ai volatile oil ameliorates imiquimod-induced psoriatic skin lesions by suppressing the ILC3s
Associations between meaning in life and suicidal ideation in young people: A systematic review and meta-analysis
Medicine (22 works) · Psychology (12 works) · Social Psychology (10 works) · Internal Medicine (9 works) · Pharmacology (8 works) · Biology (7 works) · China (7 works) · Public health (7 works) · Geography (6 works) · Immunology (6 works)