Xinyu Hu
Biographic Data
| ID | 4157090 |
|---|---|
| NAME | Xinyu Hu |
| GIVEN NAMES | Xinyu |
| FAMILY NAME | Hu |
| SIGNATURE | HU X |
| AFFILIATIONS | Northern Illinois University |
| ORCID | 0000-0002-2439-4054 |
| VERIFIED | Yes |
| TOTAL WORKS | 27 |
| TOTAL CITATIONS | 8 |
| AUTHOR COUNT | 27 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 2 |
From “Always-On” to “Did I Miss It?”: A Three-Country Study on Technological Work Experiences
The concept of fear of missing out (FoMO) has gained increasing popularity in the broader social psychology literature, yet scholarship on work-related FoMO is relatively nascent. We extend this literature to electronic availability expectations as a particularly relevant organizational antecedent of workplace FoMO. Although the existing literature suggests many downsides of FoMO, we posit that work-related FoMO may present a paradox resulting in…
Development and internal validation of a risk prediction model for oral frailty in hospitalized older adults with chronic diseases
Background This study aimed to investigate the prevalence and influencing factors of oral frailty, a significant geriatric syndrome, among hospitalized older adults with chronic diseases, and to develop a corresponding risk prediction model to facilitate early screening and intervention. Methods From September 2024 to May 2025, we recruited 443 older adult patients with chronic diseases from two tertiary grade A hospitals in Wuhu City, Anhui Prov…
Prediction of depressive symptoms in middle-aged and older adult hospitalized patients with chronic diseases: A multicenter study in Anhui, China using machine learning methods
Objective This cross-sectional study has dual objectives: to investigate the predictive value of machine learning (ML) for the prevalence of depressive symptoms in middle-aged and older adult hospitalized patients with chronic diseases, and to identify significant factors influencing depressive symptoms in this population. Methods A cross-sectional study was conducted among 618 hospitalized middle-aged and older adult patients with chronic diseas…
Impact of incorporating Chinese cultural elements into product attributes on purchase intentions via multiple mediating roles of cultural identity: Evidence from the Forbidden City
To investigate how Perceived Cultural Embeddedness (PCE) influences Purchase Intention (PI) and to uncover the underlying psychological mechanisms shaping consumer responses to culturally embedded products, this study adopts a dual-stage analytical framework grounded in Symbolic Consumption and Social Identity Theories based on survey data (N = 1376). Structural Equation Modeling is employed to examine the hypothesized linear relationships, while…
Evolution and Adaptation of Tang Xianzu’s Works in Kunqu Opera Repertoire
The scholarly investigation into the adaptation of Tang Xianzu’s works in the repertoire of Kunqu opera addresses a significant aspect that facilitates a deeper understanding of dynamics and transformations within the artistic realm. The objective of this research lies in the synthesis and analysis of the process of evolution and adaptation of the works of the Chinese writer Tang Xianzu in the repertoire of Kunqu opera. To achieve the research ob…
To give or not to give? The influence of relative status and tie strength on feedback giving
Feedback giving is important for individual performance and creativity. However, obtaining high‐quality feedback can be challenging. We argue that considering feedback giving from a relationship perspective can help clarify this phenomenon. In this research, based on social exchange theory, we investigated how the social relationships between feedback seekers and feedback providers influence feedback giving. Through a recall‐based experiment, a s…
Exacerbation model of cumulative adverse experiences: Prevalence, characteristics, and risk factors of self-harm and suicidality among Chinese migrant workers
Background: Self-harm and suicidality represent critical public health issues, particularly among migrant workers in China, who often confront adverse living and working conditions. This study aimed to investigate the prevalence and characteristics of self-harm and suicidality, explore the risk factors associated with adverse childhood experiences (ACEs) and adverse adulthood experiences (AAEs), and elucidate the relationship models between cumul…
Subjective cognitive decline—a neglected but preventable public health concern: Development and validation of a risk prediction model for subjective cognitive decline in older adults: a cross-sectiona…
Background: Subjective Cognitive Decline (SCD) is a significant risk factor for dementia and is prevalent among older adults in China. This study aimed to assess the prevalence and associated factors of SCD among older adults in Anhui Province, and to develop a validated risk prediction model. Methods: A cross-sectional study was conducted from July to August 2024 involving 3,124 older adults from Anhui Province. Data were collected using the Sub…
Exploring How Human‐Land Conflict Affects Cropland Fragmentation
Arable land is vital to agriculture, and studying cropland fragmentation is key for sustainable resource use. However, research has largely ignored the dynamic nature of this fragmentation, focusing instead on static farmland patterns. This study proposed eight spatial models of cropland fragmentation dynamics, assessed their distribution and evolution in the Yellow and Huaihai grain‐producing regions from 2010 to 2020, and investigated the under…
Medical education challenges in Mainland China: An analysis of the application of problem-based learning
BACKGROUND: The medical education system in mainland China faces numerous challenges and the lack of learner-centered approaches may contribute to passive learning and reduced student engagement. While problem-based learning (PBL) is common in Western medical schools, its feasibility in China is questioned due to cultural differences. This systematic review aims to summarize the application of PBL in medical education in mainland China based on e…
Crafting the road to well-being for precarious frontline workers: Explicating the role of jolts and resources
LLM-based NLG Evaluation: Current Status and Challenges
Evaluating natural language generation (NLG) is a vital but challenging problem in natural language processing. Traditional evaluation metrics mainly capturing content (e.g., n-gram) overlap between system outputs and references are far from satisfactory, and large language models (LLMs) such as ChatGPT have demonstrated great potential in NLG evaluation in recent years. Various automatic evaluation methods based on LLMs have been proposed, inclu…
Depressive symptoms and their influencing factors among older adults in China: A cross-sectional study
Background With the acceleration of population aging, depressive symptoms in older adults have become an urgent global public health issue. It is critical to understand how to prevent and intervene the epidemic of depressive symptoms. Several studies have reported the prevalence of depressive symptoms among older adults in urban and rural China, but there is a lack of cross-sectional studies on the prevalence of depressive symptoms among older ad…
Multidimensional Spatial Vitality Automated Monitoring Method for Public Open Spaces Based on Computer Vision Technology: Case Study of Nanjing’s Daxing Palace Square
Assessing the vitality of public open spaces is critical in urban planning and provides insights for optimizing residents’ lives. However, prior research has fragmented study scopes and lacks fine-grained behavioral data segmentation capabilities and diverse vitality dimension assessments. We utilized computer vision technology to collect fine-grained behavioral data and proposed an automated spatial vitality monitoring framework based on discret…
How Information and Communications Technology Affects the Micro-Location Choices of Stores on On-Demand Food Delivery Platforms: Evidence from Xinjiekou’s Central Business District in Nanjing
The digitization of consumption, led by information and communications technology (ICT), has reshaped the urban commercial spatial structure (UCSS) of restaurants and retailers. However, the impacts of ICT on UCSS and location selection remain unclear. In this study, based on on-demand food delivery data and real-time traffic data, we used two types of machine learning algorithms, random forest regression (RFR) and the density-based spatial clust…
Scale Distribution of Retail Formats in the Central Districts of Chinese Cities: A Study Analysis of Ten Cities
Analyses of urban hierarchy and scale distribution are crucial in urban research, as they examine the laws of urban development and the functional layout of urban spatial systems. However, previous studies have focused on the macro-spatial distribution of the economy, businesses, and population at the regional level, whereas systematic research on the scale distribution of retail formats in central urban areas is lacking. Therefore, this study in…
Influences of human, social, and psychological capital on career adaptability: Net and configuration effects
The role of resilience in navigating work stress and achieving daily work goals
On a daily basis, resilience is critical for employees to cope with difficulties and challenges in achieving work goals. Understanding the dynamic resilience process throughout the workday is crucial for gaining insights into how employees can effectively leverage their resilience to meet their daily work goals. The present study aims to examine this dynamic resilience process in response to work stress while pursuing work goals among employees w…
Can user reviews on online shopping websites contribute to user-involved green product innovation: A case study of household refrigerators
User reviews (URs) have been regarded as a novel way of promoting user-involved green product innovation (GPI) in theory. However, the actual relationships between URs and GPI are still underexamined. This study adopted the method of content analysis to exemplify the effectiveness of user reviews on online shopping websites (OSURs) in user-involved GPI. Specifically, 62,909 effective OSURs on 24 green household refrigerators and 43 conventional r…
Abnormal focal segments in left uncinate fasciculus in adults with obsessive–compulsive disorder
We observed specific focal abnormalities in the left UF in adult patients with OCD. Correlations with measures of anxiety and duration of illness underscore the functional importance of the insular portion of left UF disturbance in OCD patients
Career Capital and Well-Being: The Moderating Role of Career Adaptability and Identity of Normal Student
Disruptive pandemic effects on telecommuters: A longitudinal study of work–family balance and well‐being during Covid‐19
We examined the disruptive influence of COVID‐19 pandemic rates in the community on telecommuters' satisfaction with balancing their work and family roles and consequently their well‐being. Utilizing event system theory and adaptation theory, we proposed that the rate of increase in proportion of confirmed COVID‐19 cases in telecommuters' residential communities would predict a lower rate of increase in their satisfaction with work–family balance…
Does Active Leisure Improve Worker Well-Being? An Experimental Daily Diary Approach
The Role of Conspiracy Theories in the Spread of Covid-19 across the United States
The outbreak of coronavirus disease 2019 (COVID-19) inspires various conspiracy theories, which could divert public attention, alter human behaviors, and consequently affect the spread of the pandemic. Here we estimate the relation of the online attention on COVID-19-related conspiracy theories to human mobility, as well as to the numbers of confirmed COVID-19 cases, during 14 March 2020 to 28 August 2020. We observe that the online attention to …
Broad Agreement, But Notes of Caution With the Implications of Sakaluk’s (2020) Critique of Wisman and Shrira (2020)
The role of resilience in navigating work stress and achieving daily work goals
On a daily basis, resilience is critical for employees to cope with difficulties and challenges in achieving work goals. Understanding the dynamic resilience process throughout the workday is crucial for gaining insights into how employees can effectively leverage their resilience to meet their daily work goals. The present study aims to examine this dynamic resilience process in response to work stress while pursuing work goals among employees w…
Back to the Iron Cage? Institutional Isomorphism of the Aiib
During its first five years of operation, the Asian Infrastructure Investment Bank (AIIB) is becoming more and more similar to traditional Multilateral Development Banks (MDBs) in terms of operational goals, business area, and environmental and social standards. Why has the AIIB, the newest type of multilateral development bank (MDB) initiated by an emerging economy, undergone institutional isomorphism? Based on the socialization theory, this pap…
LLM-based NLG Evaluation: Current Status and Challenges
Evaluating natural language generation (NLG) is a vital but challenging problem in natural language processing. Traditional evaluation metrics mainly capturing content (e.g., n-gram) overlap between system outputs and references are far from satisfactory, and large language models (LLMs) such as ChatGPT have demonstrated great potential in NLG evaluation in recent years. Various automatic evaluation methods based on LLMs have been proposed, inclu…
Career Capital and Well-Being: The Moderating Role of Career Adaptability and Identity of Normal Student
Broad Agreement, But Notes of Caution With the Implications of Sakaluk’s (2020) Critique of Wisman and Shrira (2020)
Comparing Relaxation Versus Mastery Microbreak Activity: A Within-Task Recovery Perspective
Recovery from work is generally thought to occur outside of the workplace. However, employees may also have the opportunity to recover within the work day via microbreaks during demanding work tasks. Two major strategies for mitigating fatigue include psychological detachment (i.e., mentally disengaging) and replenishing motivational incentives via positive affect. This study examined whether 40-s "microbreaks" improve work recovery and to what e…
Does Active Leisure Improve Worker Well-Being? An Experimental Daily Diary Approach
The Role of Conspiracy Theories in the Spread of Covid-19 across the United States
The outbreak of coronavirus disease 2019 (COVID-19) inspires various conspiracy theories, which could divert public attention, alter human behaviors, and consequently affect the spread of the pandemic. Here we estimate the relation of the online attention on COVID-19-related conspiracy theories to human mobility, as well as to the numbers of confirmed COVID-19 cases, during 14 March 2020 to 28 August 2020. We observe that the online attention to …
Broad Agreement, But Notes of Caution With the Implications of Sakaluk’s (2020) Critique of Wisman and Shrira (2020)
Back to the Iron Cage? Institutional Isomorphism of the Aiib
During its first five years of operation, the Asian Infrastructure Investment Bank (AIIB) is becoming more and more similar to traditional Multilateral Development Banks (MDBs) in terms of operational goals, business area, and environmental and social standards. Why has the AIIB, the newest type of multilateral development bank (MDB) initiated by an emerging economy, undergone institutional isomorphism? Based on the socialization theory, this pap…
Disruptive pandemic effects on telecommuters: A longitudinal study of work–family balance and well‐being during Covid‐19
We examined the disruptive influence of COVID‐19 pandemic rates in the community on telecommuters' satisfaction with balancing their work and family roles and consequently their well‐being. Utilizing event system theory and adaptation theory, we proposed that the rate of increase in proportion of confirmed COVID‐19 cases in telecommuters' residential communities would predict a lower rate of increase in their satisfaction with work–family balance…
Can user reviews on online shopping websites contribute to user-involved green product innovation: A case study of household refrigerators
User reviews (URs) have been regarded as a novel way of promoting user-involved green product innovation (GPI) in theory. However, the actual relationships between URs and GPI are still underexamined. This study adopted the method of content analysis to exemplify the effectiveness of user reviews on online shopping websites (OSURs) in user-involved GPI. Specifically, 62,909 effective OSURs on 24 green household refrigerators and 43 conventional r…
Abnormal focal segments in left uncinate fasciculus in adults with obsessive–compulsive disorder
We observed specific focal abnormalities in the left UF in adult patients with OCD. Correlations with measures of anxiety and duration of illness underscore the functional importance of the insular portion of left UF disturbance in OCD patients
Career Capital and Well-Being: The Moderating Role of Career Adaptability and Identity of Normal Student
Depressive symptoms and their influencing factors among older adults in China: A cross-sectional study
Background With the acceleration of population aging, depressive symptoms in older adults have become an urgent global public health issue. It is critical to understand how to prevent and intervene the epidemic of depressive symptoms. Several studies have reported the prevalence of depressive symptoms among older adults in urban and rural China, but there is a lack of cross-sectional studies on the prevalence of depressive symptoms among older ad…
Multidimensional Spatial Vitality Automated Monitoring Method for Public Open Spaces Based on Computer Vision Technology: Case Study of Nanjing’s Daxing Palace Square
Assessing the vitality of public open spaces is critical in urban planning and provides insights for optimizing residents’ lives. However, prior research has fragmented study scopes and lacks fine-grained behavioral data segmentation capabilities and diverse vitality dimension assessments. We utilized computer vision technology to collect fine-grained behavioral data and proposed an automated spatial vitality monitoring framework based on discret…
How Information and Communications Technology Affects the Micro-Location Choices of Stores on On-Demand Food Delivery Platforms: Evidence from Xinjiekou’s Central Business District in Nanjing
The digitization of consumption, led by information and communications technology (ICT), has reshaped the urban commercial spatial structure (UCSS) of restaurants and retailers. However, the impacts of ICT on UCSS and location selection remain unclear. In this study, based on on-demand food delivery data and real-time traffic data, we used two types of machine learning algorithms, random forest regression (RFR) and the density-based spatial clust…
Scale Distribution of Retail Formats in the Central Districts of Chinese Cities: A Study Analysis of Ten Cities
Analyses of urban hierarchy and scale distribution are crucial in urban research, as they examine the laws of urban development and the functional layout of urban spatial systems. However, previous studies have focused on the macro-spatial distribution of the economy, businesses, and population at the regional level, whereas systematic research on the scale distribution of retail formats in central urban areas is lacking. Therefore, this study in…
Influences of human, social, and psychological capital on career adaptability: Net and configuration effects
The role of resilience in navigating work stress and achieving daily work goals
On a daily basis, resilience is critical for employees to cope with difficulties and challenges in achieving work goals. Understanding the dynamic resilience process throughout the workday is crucial for gaining insights into how employees can effectively leverage their resilience to meet their daily work goals. The present study aims to examine this dynamic resilience process in response to work stress while pursuing work goals among employees w…
Exacerbation model of cumulative adverse experiences: Prevalence, characteristics, and risk factors of self-harm and suicidality among Chinese migrant workers
Background: Self-harm and suicidality represent critical public health issues, particularly among migrant workers in China, who often confront adverse living and working conditions. This study aimed to investigate the prevalence and characteristics of self-harm and suicidality, explore the risk factors associated with adverse childhood experiences (ACEs) and adverse adulthood experiences (AAEs), and elucidate the relationship models between cumul…
Subjective cognitive decline—a neglected but preventable public health concern: Development and validation of a risk prediction model for subjective cognitive decline in older adults: a cross-sectiona…
Background: Subjective Cognitive Decline (SCD) is a significant risk factor for dementia and is prevalent among older adults in China. This study aimed to assess the prevalence and associated factors of SCD among older adults in Anhui Province, and to develop a validated risk prediction model. Methods: A cross-sectional study was conducted from July to August 2024 involving 3,124 older adults from Anhui Province. Data were collected using the Sub…
Exploring How Human‐Land Conflict Affects Cropland Fragmentation
Arable land is vital to agriculture, and studying cropland fragmentation is key for sustainable resource use. However, research has largely ignored the dynamic nature of this fragmentation, focusing instead on static farmland patterns. This study proposed eight spatial models of cropland fragmentation dynamics, assessed their distribution and evolution in the Yellow and Huaihai grain‐producing regions from 2010 to 2020, and investigated the under…
Medical education challenges in Mainland China: An analysis of the application of problem-based learning
BACKGROUND: The medical education system in mainland China faces numerous challenges and the lack of learner-centered approaches may contribute to passive learning and reduced student engagement. While problem-based learning (PBL) is common in Western medical schools, its feasibility in China is questioned due to cultural differences. This systematic review aims to summarize the application of PBL in medical education in mainland China based on e…
Crafting the road to well-being for precarious frontline workers: Explicating the role of jolts and resources
LLM-based NLG Evaluation: Current Status and Challenges
Evaluating natural language generation (NLG) is a vital but challenging problem in natural language processing. Traditional evaluation metrics mainly capturing content (e.g., n-gram) overlap between system outputs and references are far from satisfactory, and large language models (LLMs) such as ChatGPT have demonstrated great potential in NLG evaluation in recent years. Various automatic evaluation methods based on LLMs have been proposed, inclu…
From “Always-On” to “Did I Miss It?”: A Three-Country Study on Technological Work Experiences
The concept of fear of missing out (FoMO) has gained increasing popularity in the broader social psychology literature, yet scholarship on work-related FoMO is relatively nascent. We extend this literature to electronic availability expectations as a particularly relevant organizational antecedent of workplace FoMO. Although the existing literature suggests many downsides of FoMO, we posit that work-related FoMO may present a paradox resulting in…
Development and internal validation of a risk prediction model for oral frailty in hospitalized older adults with chronic diseases
Background This study aimed to investigate the prevalence and influencing factors of oral frailty, a significant geriatric syndrome, among hospitalized older adults with chronic diseases, and to develop a corresponding risk prediction model to facilitate early screening and intervention. Methods From September 2024 to May 2025, we recruited 443 older adult patients with chronic diseases from two tertiary grade A hospitals in Wuhu City, Anhui Prov…
Prediction of depressive symptoms in middle-aged and older adult hospitalized patients with chronic diseases: A multicenter study in Anhui, China using machine learning methods
Objective This cross-sectional study has dual objectives: to investigate the predictive value of machine learning (ML) for the prevalence of depressive symptoms in middle-aged and older adult hospitalized patients with chronic diseases, and to identify significant factors influencing depressive symptoms in this population. Methods A cross-sectional study was conducted among 618 hospitalized middle-aged and older adult patients with chronic diseas…
Impact of incorporating Chinese cultural elements into product attributes on purchase intentions via multiple mediating roles of cultural identity: Evidence from the Forbidden City
To investigate how Perceived Cultural Embeddedness (PCE) influences Purchase Intention (PI) and to uncover the underlying psychological mechanisms shaping consumer responses to culturally embedded products, this study adopts a dual-stage analytical framework grounded in Symbolic Consumption and Social Identity Theories based on survey data (N = 1376). Structural Equation Modeling is employed to examine the hypothesized linear relationships, while…
Psychology (12 works) · Social Psychology (8 works) · Medicine (7 works) · Computer Science (6 works) · Geography (6 works) · Business (5 works) · Economics (5 works) · Management (4 works) · Psychiatry (4 works) · Social Psychology (4 works)