Linyan Li
Biographic Data
| ID | 3934760 |
|---|---|
| NAME | Linyan Li |
| GIVEN NAMES | Linyan |
| FAMILY NAME | Li |
| SIGNATURE | LI L |
| AFFILIATIONS | City University of Hong Kong |
| ORCID | 0000-0001-5736-2115 |
| VERIFIED | Yes |
| TOTAL WORKS | 14 |
| TOTAL CITATIONS | 13 |
| AUTHOR COUNT | 14 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2015 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 3 |
Clean heating transition in China: Technological innovation, residual emission burden, and regional inequality in northern cities
The association between 24‐hr movement patterns and self‐harm incidence in adolescence
BACKGROUND: Self-harm is a pressing public health issue, particularly among adolescents. Physical activity is associated with reduced self-harm among youths, but evidence is limited. Most studies rely on self-reported measures and are primarily focused on moderate-to-vigorous physical activity (MVPA), often overlooking the role of light-intensity physical activity (LIPA). To address these gaps, we investigated the prospective associations between…
Note unexpected reverse in city-level CO2 carbon peak status: Challenges to China's ambitious climate goals
Health impact assessment of greenness promotion on mortality in 98 cities in China
Residential VOC from building materials: Exposures, health risks, and ambient hazards
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…
Environmental, health and economic impact assessment of clean heating renovation: Evidence from 88 cities in northern 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…
Hope and Paradox in Contemporary Chinese Society: A Moment for Cultural Transformation
The Association of Attending Physicians’ Publications and Patients’ Readmission Rates: Evidence from Tertiary Hospitals in China Using a Retrospective Data Analysis
Having any first-author publications was not associated with the rate of readmission. Among internists, having clinical studies published in journals with an average impact factor of 3 or above was associated with lower readmission rates (OR = 0.849; 95% CI (0.740, 0.975)), but having basic science studies published in journals with an average impact factor of 3 or above was not associated with the rate of readmission. Among surgeons, having clin…
Incentives to use primary care and their impact on healthcare utilization: Evidence using a public health insurance dataset in China
Effect of Residential Greenness and Nearby Parks on Respiratory and Allergic Diseases among Middle School Adolescents in a Chinese City
Research on the health impacts of green environments has mainly been conducted in developed countries. Differences in the urban forms between China and Western countries make it essential to understand the role of greenspace in Chinese settings. From 2014 to 2015, middle school students ( n = 5643) in Suzhou, China were enrolled in a study on the health effect of residential greenness. The normalized difference vegetation index (NDVI) and distanc…
Differences in Cesarean section rates by fetal sex among Chinese women in the United States: Does Chinese culture play a role
In Utero Exposure to Diethylhexyl Phthalate Affects Rat Brain Development: A Behavioral and Genomic Approach
Diethylhexyl phthalate (DEHP) is one of the most widely utilized phthalate plasticizers. Previous studies have demonstrated that gestational or postnatal DEHP exposure induced adverse effects on rat brain development and function. In this study, we investigated the effects of gestational DEHP exposure on gene expression profiling in neonatal rat brain and cognitive function change at adulthood. Adult Sprague Dawley dams were orally treated with 1…
Incentives to use primary care and their impact on healthcare utilization: Evidence using a public health insurance dataset in China
Environmental, health and economic impact assessment of clean heating renovation: Evidence from 88 cities in northern China
Hope and Paradox in Contemporary Chinese Society: A Moment for Cultural Transformation
Note unexpected reverse in city-level CO2 carbon peak status: Challenges to China's ambitious climate goals
In Utero Exposure to Diethylhexyl Phthalate Affects Rat Brain Development: A Behavioral and Genomic Approach
Diethylhexyl phthalate (DEHP) is one of the most widely utilized phthalate plasticizers. Previous studies have demonstrated that gestational or postnatal DEHP exposure induced adverse effects on rat brain development and function. In this study, we investigated the effects of gestational DEHP exposure on gene expression profiling in neonatal rat brain and cognitive function change at adulthood. Adult Sprague Dawley dams were orally treated with 1…
Effect of Residential Greenness and Nearby Parks on Respiratory and Allergic Diseases among Middle School Adolescents in a Chinese City
Research on the health impacts of green environments has mainly been conducted in developed countries. Differences in the urban forms between China and Western countries make it essential to understand the role of greenspace in Chinese settings. From 2014 to 2015, middle school students ( n = 5643) in Suzhou, China were enrolled in a study on the health effect of residential greenness. The normalized difference vegetation index (NDVI) and distanc…
Differences in Cesarean section rates by fetal sex among Chinese women in the United States: Does Chinese culture play a role
Incentives to use primary care and their impact on healthcare utilization: Evidence using a public health insurance dataset in China
The Association of Attending Physicians’ Publications and Patients’ Readmission Rates: Evidence from Tertiary Hospitals in China Using a Retrospective Data Analysis
Having any first-author publications was not associated with the rate of readmission. Among internists, having clinical studies published in journals with an average impact factor of 3 or above was associated with lower readmission rates (OR = 0.849; 95% CI (0.740, 0.975)), but having basic science studies published in journals with an average impact factor of 3 or above was not associated with the rate of readmission. Among surgeons, having clin…
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…
Hope and Paradox in Contemporary Chinese Society: A Moment for Cultural Transformation
Health impact assessment of greenness promotion on mortality in 98 cities in China
Residential VOC from building materials: Exposures, health risks, and ambient hazards
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…
Environmental, health and economic impact assessment of clean heating renovation: Evidence from 88 cities in northern China
Clean heating transition in China: Technological innovation, residual emission burden, and regional inequality in northern cities
The association between 24‐hr movement patterns and self‐harm incidence in adolescence
BACKGROUND: Self-harm is a pressing public health issue, particularly among adolescents. Physical activity is associated with reduced self-harm among youths, but evidence is limited. Most studies rely on self-reported measures and are primarily focused on moderate-to-vigorous physical activity (MVPA), often overlooking the role of light-intensity physical activity (LIPA). To address these gaps, we investigated the prospective associations between…
Note unexpected reverse in city-level CO2 carbon peak status: Challenges to China's ambitious climate goals
Medicine (7 works) · China (6 works) · Environmental health (5 works) · Geography (5 works) · Political science (4 works) · Economics (3 works) · Internal Medicine (3 works) · Logistic regression (3 works) · Air Quality and Health Impacts (2 works) · Air Quality Monitoring and Forecasting (2 works)