Xiaoting Liu
Datos Biográficos
| ID | 3582691 |
|---|---|
| NOMBRE | Xiaoting Liu |
| NOMBRES | Xiaoting |
| APELLIDO | Liu |
| FIRMA | LIU X |
| AFILIACIONES | Zhejiang University |
| ORCID | 0000-0002-8386-9515 |
| VERIFICADO | Sí |
| TOTAL DE OBRAS | 25 |
| TOTAL DE CITAS | 14 |
| TOTAL COMO AUTOR | 25 |
| TOTAL COMO EDITOR | 0 |
| PRIMER AÑO DE PUBLICACIÓN | 2016 |
| AÑO MÁS RECIENTE DE PUBLICACIÓN | 2026 |
| ÍNDICE H | 2 |
A machine learning approach with SHAP interpretability for classifying drug craving levels
Background: Drug addiction is a chronic relapsing brain disease. Drug craving is the strongest independent predictor of relapse. However, traditional linear models often fail to capture complex non-linear addiction patterns. Although machine learning (ML) demonstrates superior performance, its "black-box" nature limits clinical credibility. Objective: This study aimed to construct a classification model for drug craving scores based on ML and exp…
Meadow Degradation Affects Microbial Community Structure and Vegetation Characteristics by Increasing Soil pH
Soil is the natural habitat for microorganisms, providing water and nutrients for vegetation, but the influence of meadow degradation on the “vegetation‐soil‐microorganism” system is still controversial, and the drivers of soil microbial and vegetation characteristics change are still unclear. This study explores in‐depth the vegetation and soil changes in four different degradation levels, that is, non‐degraded (ND), lightly degraded (LD), moder…
Developmental Changes in Longitudinal Associations Between Sleep Problems and School Burnout in Early Adolescence
INTRODUCTION: Previous studies suggest that adolescents' sleep problems can affect school burnout. However, it remains unclear how these sleep problems evolve during early adolescence and how this development relates to school burnout. This study examines the developmental patterns of sleep problems and school burnout, exploring their interplay by disentangling between- and within-person changes. METHODS: This 2-year longitudinal study collected …
Bridging care hierarchies through regional global budget payment
A hierarchical medical system anchored in primary healthcare is a critical mechanism for global healthcare systems to alleviate financing pressures and enhance health outcomes. Leveraging panel data from Zhejiang Province (2017–2022), this study evaluates how regional global budget payment reforms, implemented within county medical communities, influence the progression of the hierarchical medical system. The reforms were associated with a 3.0% (…
The Bidirectional Relationship Between Sleep Quality and Aggressive Behavior
Trends and Causes of Educational Inequality in Health-Related Quality of Life in China During the Covid-19 Pandemic
How do fiscal decentralization and transfer payment disparities widen inequities in elderly care access and utilization in China
Social isolation and adolescents’ psychological wellbeing during the Covid-19 epidemic
Intergenerational Caregiving Patterns and Cognitive Health among the Sandwich Generation Within Four-Generation Families
This study aims to investigate whether generational differences in intergenerational caregiving patterns (caring for parents only, caring for grandchildren only, and caring for parents and grandchildren simultaneously) are associated with cognitive health disparities among the sandwich generation within four-generation families, drawing upon the theories of intergenerational solidarity and intergenerational stake. Moreover, this study seeks to id…
Trajectories of sleep problems and the longitudinal associations with mental health difficulties among Chinese adolescents
Spatial disparity and factors associated with dementia mortality
Objective: Evidence of spatial disparity in dementia mortality in China has been found to have higher dementia mortality in eastern and rural China. Regional factors of physical and social features may be influencing this spatial disparity. However, the extent of spatial difference in dementia mortality across small regional localities is unclear. This study aims to investigate the geographic variations in mortality and risk of all dementia subty…
How school principals’ motivating style stimulates teachers’ job crafting
The science of team science (SciTS)
In recent years, collaboration within a team to solve complicated scientific and social problems has attracted growing popularity. In particular, many complex challenges and opportunities require expertise and skills across disciplinary, organizational, and cultural boundaries. However, rapid growth in the demand for scientific collaboration has outpaced changes in the factors needed to support scientific teams. Also, scientific results are not s…
Age-friendly cities and communities and cognitive health among Chinese older adults
The role of care-giver and mental health for older adults with disabilities
Because of the exacerbation of population ageing, more family members are involved in the informal care-giving for older adults with disabilities to cater to their long-term care needs. As informal care-givers are associated with the mental health of the care recipient, this study, based on the theoretical framework of the Actor–Partner Effect, utilises a mixed method composed of quantitative and qualitative strategies to identify the relationshi…
Development and Validation of a New Simple Functional Score in the Older Chinese Population
Background Existing aging metrics incorporating cognitive and physical function are often not feasible for application in research and clinical practice. Therefore, this study aimed to develop and validate a new simple functional score based on self-reported cognitive and physical function in the older Chinese population. Methods The development sample included 3,929 older adults aged 60–95 years from the China Health and Retirement Longitudinal …
The Relationship Between Sleep Quality and Risk-Taking Behaviors in Emerging Adults
Previous studies have shown that sleep quality is associated with risk-taking behaviors, but the psychological mechanism of this relationship is unclear among emerging adults at university. In the present study, we examined the relationship among sleep quality, resilience, and risk-taking behaviors in college students. A sample of 1221 college students (50.4% females, M age = 22.58, SD = 1.28) was enrolled in our survey. The Pittsburgh sleep qual…
The impact of air pollution on physical disability in a middle-aged and older Chinese population using regression discontinuity design
Social health insurance consolidation and urban-rural inequality in utilization and financial risk protection in China
Universal health care is a long-term policy goal for health care reform in China. In 2016, China consolidated its urban and rural resident social health insurance programs into one program with a goal to reduce disparities between rural and urban populations. Using a nationally-representative sample of 14,967 individuals from the China Family Panel Studies surveys (2012-2018), we investigate whether the consolidation reduced gaps in total and out…
The longitudinal relationship between sleep problems and school burnout in adolescents
Introduction Despite the growing body of cross‐sectional research linking sleep problems and school burnout, hardly any research has investigated the longitudinal relationship between these two constructs. The aim of this study was to examine the bidirectional association between sleep problems and school burnout in middle school students. Methods A prospective design was used incorporating four time points (approximately 6‐month interval). The p…
A research agenda for ageing in China in the 21st century (2nd edition)
Intergenerational transfers and informal care for disabled elderly persons in China
Aiming at 'ageing healthier and ageing better', a certain amount of high-quality informal care should be available for elderly persons with physical disability as formal care is barely accessible in China. The demographic transition and family structural changes have dramatically weakened traditional norms of filial piety and the structure of intergenerational transfers. This article employed nationwide representative data from the first wave (20…
Changes in living arrangements and mortality among older people in China
Living arrangements in later life are dynamic, with changes associated with life events such as widowhood or moves into an institution. Previous research has found particular changes in living arrangements to be associated with an elevated risk of mortality. However, research in this area within the context of China is limited, despite China being home to the world's largest population of older people. This study investigates the impact of change…
Social trust, interpersonal trust and self-rated health in China
High levels of interpersonal trust are of benefit to health. Higher "out-group" social trust is positively associated with better health; while higher "in-group" social trust is negatively associated with good health. Individuals with different levels of educational attainment are affected by trust differently
The reform of the medical welfare system and health equity for the elderly in China
Health equity is the basic theory of universal health insurance and the objective of reform of the medical welfare system. Based on health equity theory with the perspective of giving priority to disadvantaged groups, this article takes Zhejiang province as an example and adopts a mixed-method approach to explore the effects of the reform of the medical welfare system on health equity for older people. The structural equation model (SEM)-based no…
Social health insurance consolidation and urban-rural inequality in utilization and financial risk protection in China
Universal health care is a long-term policy goal for health care reform in China. In 2016, China consolidated its urban and rural resident social health insurance programs into one program with a goal to reduce disparities between rural and urban populations. Using a nationally-representative sample of 14,967 individuals from the China Family Panel Studies surveys (2012-2018), we investigate whether the consolidation reduced gaps in total and out…
Age-friendly cities and communities and cognitive health among Chinese older adults
Intergenerational transfers and informal care for disabled elderly persons in China
Aiming at 'ageing healthier and ageing better', a certain amount of high-quality informal care should be available for elderly persons with physical disability as formal care is barely accessible in China. The demographic transition and family structural changes have dramatically weakened traditional norms of filial piety and the structure of intergenerational transfers. This article employed nationwide representative data from the first wave (20…
The Bidirectional Relationship Between Sleep Quality and Aggressive Behavior
The role of care-giver and mental health for older adults with disabilities
Because of the exacerbation of population ageing, more family members are involved in the informal care-giving for older adults with disabilities to cater to their long-term care needs. As informal care-givers are associated with the mental health of the care recipient, this study, based on the theoretical framework of the Actor–Partner Effect, utilises a mixed method composed of quantitative and qualitative strategies to identify the relationshi…
The reform of the medical welfare system and health equity for the elderly in China
Health equity is the basic theory of universal health insurance and the objective of reform of the medical welfare system. Based on health equity theory with the perspective of giving priority to disadvantaged groups, this article takes Zhejiang province as an example and adopts a mixed-method approach to explore the effects of the reform of the medical welfare system on health equity for older people. The structural equation model (SEM)-based no…
Changes in living arrangements and mortality among older people in China
Living arrangements in later life are dynamic, with changes associated with life events such as widowhood or moves into an institution. Previous research has found particular changes in living arrangements to be associated with an elevated risk of mortality. However, research in this area within the context of China is limited, despite China being home to the world's largest population of older people. This study investigates the impact of change…
Social trust, interpersonal trust and self-rated health in China
High levels of interpersonal trust are of benefit to health. Higher "out-group" social trust is positively associated with better health; while higher "in-group" social trust is negatively associated with good health. Individuals with different levels of educational attainment are affected by trust differently
The reform of the medical welfare system and health equity for the elderly in China
Health equity is the basic theory of universal health insurance and the objective of reform of the medical welfare system. Based on health equity theory with the perspective of giving priority to disadvantaged groups, this article takes Zhejiang province as an example and adopts a mixed-method approach to explore the effects of the reform of the medical welfare system on health equity for older people. The structural equation model (SEM)-based no…
Intergenerational transfers and informal care for disabled elderly persons in China
Aiming at 'ageing healthier and ageing better', a certain amount of high-quality informal care should be available for elderly persons with physical disability as formal care is barely accessible in China. The demographic transition and family structural changes have dramatically weakened traditional norms of filial piety and the structure of intergenerational transfers. This article employed nationwide representative data from the first wave (20…
A research agenda for ageing in China in the 21st century (2nd edition)
The longitudinal relationship between sleep problems and school burnout in adolescents
Introduction Despite the growing body of cross‐sectional research linking sleep problems and school burnout, hardly any research has investigated the longitudinal relationship between these two constructs. The aim of this study was to examine the bidirectional association between sleep problems and school burnout in middle school students. Methods A prospective design was used incorporating four time points (approximately 6‐month interval). The p…
Development and Validation of a New Simple Functional Score in the Older Chinese Population
Background Existing aging metrics incorporating cognitive and physical function are often not feasible for application in research and clinical practice. Therefore, this study aimed to develop and validate a new simple functional score based on self-reported cognitive and physical function in the older Chinese population. Methods The development sample included 3,929 older adults aged 60–95 years from the China Health and Retirement Longitudinal …
The Relationship Between Sleep Quality and Risk-Taking Behaviors in Emerging Adults
Previous studies have shown that sleep quality is associated with risk-taking behaviors, but the psychological mechanism of this relationship is unclear among emerging adults at university. In the present study, we examined the relationship among sleep quality, resilience, and risk-taking behaviors in college students. A sample of 1221 college students (50.4% females, M age = 22.58, SD = 1.28) was enrolled in our survey. The Pittsburgh sleep qual…
The impact of air pollution on physical disability in a middle-aged and older Chinese population using regression discontinuity design
Social health insurance consolidation and urban-rural inequality in utilization and financial risk protection in China
Universal health care is a long-term policy goal for health care reform in China. In 2016, China consolidated its urban and rural resident social health insurance programs into one program with a goal to reduce disparities between rural and urban populations. Using a nationally-representative sample of 14,967 individuals from the China Family Panel Studies surveys (2012-2018), we investigate whether the consolidation reduced gaps in total and out…
Spatial disparity and factors associated with dementia mortality
Objective: Evidence of spatial disparity in dementia mortality in China has been found to have higher dementia mortality in eastern and rural China. Regional factors of physical and social features may be influencing this spatial disparity. However, the extent of spatial difference in dementia mortality across small regional localities is unclear. This study aims to investigate the geographic variations in mortality and risk of all dementia subty…
How school principals’ motivating style stimulates teachers’ job crafting
The science of team science (SciTS)
In recent years, collaboration within a team to solve complicated scientific and social problems has attracted growing popularity. In particular, many complex challenges and opportunities require expertise and skills across disciplinary, organizational, and cultural boundaries. However, rapid growth in the demand for scientific collaboration has outpaced changes in the factors needed to support scientific teams. Also, scientific results are not s…
Age-friendly cities and communities and cognitive health among Chinese older adults
The role of care-giver and mental health for older adults with disabilities
Because of the exacerbation of population ageing, more family members are involved in the informal care-giving for older adults with disabilities to cater to their long-term care needs. As informal care-givers are associated with the mental health of the care recipient, this study, based on the theoretical framework of the Actor–Partner Effect, utilises a mixed method composed of quantitative and qualitative strategies to identify the relationshi…
Social isolation and adolescents’ psychological wellbeing during the Covid-19 epidemic
Intergenerational Caregiving Patterns and Cognitive Health among the Sandwich Generation Within Four-Generation Families
This study aims to investigate whether generational differences in intergenerational caregiving patterns (caring for parents only, caring for grandchildren only, and caring for parents and grandchildren simultaneously) are associated with cognitive health disparities among the sandwich generation within four-generation families, drawing upon the theories of intergenerational solidarity and intergenerational stake. Moreover, this study seeks to id…
Trajectories of sleep problems and the longitudinal associations with mental health difficulties among Chinese adolescents
Meadow Degradation Affects Microbial Community Structure and Vegetation Characteristics by Increasing Soil pH
Soil is the natural habitat for microorganisms, providing water and nutrients for vegetation, but the influence of meadow degradation on the “vegetation‐soil‐microorganism” system is still controversial, and the drivers of soil microbial and vegetation characteristics change are still unclear. This study explores in‐depth the vegetation and soil changes in four different degradation levels, that is, non‐degraded (ND), lightly degraded (LD), moder…
Developmental Changes in Longitudinal Associations Between Sleep Problems and School Burnout in Early Adolescence
INTRODUCTION: Previous studies suggest that adolescents' sleep problems can affect school burnout. However, it remains unclear how these sleep problems evolve during early adolescence and how this development relates to school burnout. This study examines the developmental patterns of sleep problems and school burnout, exploring their interplay by disentangling between- and within-person changes. METHODS: This 2-year longitudinal study collected …
Bridging care hierarchies through regional global budget payment
A hierarchical medical system anchored in primary healthcare is a critical mechanism for global healthcare systems to alleviate financing pressures and enhance health outcomes. Leveraging panel data from Zhejiang Province (2017–2022), this study evaluates how regional global budget payment reforms, implemented within county medical communities, influence the progression of the hierarchical medical system. The reforms were associated with a 3.0% (…
The Bidirectional Relationship Between Sleep Quality and Aggressive Behavior
Trends and Causes of Educational Inequality in Health-Related Quality of Life in China During the Covid-19 Pandemic
How do fiscal decentralization and transfer payment disparities widen inequities in elderly care access and utilization in China
A machine learning approach with SHAP interpretability for classifying drug craving levels
Background: Drug addiction is a chronic relapsing brain disease. Drug craving is the strongest independent predictor of relapse. However, traditional linear models often fail to capture complex non-linear addiction patterns. Although machine learning (ML) demonstrates superior performance, its "black-box" nature limits clinical credibility. Objective: This study aimed to construct a classification model for drug craving scores based on ML and exp…
Medicine (15 obras) · Psychology (12 obras) · China (10 obras) · Health disparities and outcomes (10 obras) · Political science (10 obras) · Gerontology (9 obras) · Developmental psychology (8 obras) · Clinical Psychology (7 obras) · Economic growth (7 obras) · Economics (7 obras)