Yunxia Liu
Biographic Data
| ID | 4417916 |
|---|---|
| NAME | Yunxia Liu |
| GIVEN NAMES | Yunxia |
| FAMILY NAME | Liu |
| SIGNATURE | LIU Y |
| AFFILIATIONS | Nankai University |
| ORCID | 0000-0002-5183-6735 |
| VERIFIED | Yes |
| TOTAL WORKS | 18 |
| TOTAL CITATIONS | 1 |
| WORKS AS AUTHOR | 18 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2015 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
The influence of attitudes towards statistics on statistical proficiency among medical students
BACKGROUND: Statistics education is essential for evidence-based medical practice, yet many medical students face challenges in achieving statistical proficiency. While attitudes, anxiety, and self-efficacy are known to influence learning, the sequential pathways through which they interact remain unclear. This study examines a chain mediation model to clarify how attitudes towards statistics forecast proficiency through statistics anxiety and se…
Risk factors for postpartum depression
Objective: This umbrella review aimed to systematically evaluate and synthesize the evidence on risk factors associated with postpartum depression (PPD), assess the methodological quality and credibility of the existing meta-analyses, and identify high-priority targets for prevention and intervention. Methods: We systematically searched PubMed, Embase, Web of Science, Cochrane Library, and Medicine up to March 2025 for systematic reviews and meta…
What Are the Key Factors Affecting AI Algorithmic Price Discrimination in China? Evidence From Complex Adaptive Systems Modelling
Algorithmic price discrimination exhibits the features of a complex adaptive system. This study adopts multi‐agent modelling and simulation methods to investigate the phenomenon of artificial intelligence (AI)‐driven algorithmic price discrimination, explore its governance mechanisms and promote its ethical advancement. Based on an in‐depth analysis of 120 simulation cycles across six distinct scenarios, the results demonstrate that longer algori…
Multimodal neuroimaging alterations in schizophrenia model rats and the modulatory effects of risperidone
Background The hippocampus is considered to be closely associated with the emergence of negative symptoms and cognitive impairments in schizophrenia (SCH). A single imaging modality is insufficient to capture the comprehensive structural, functional, and metabolic alterations in the hippocampus. This study employed multimodal magnetic resonance imaging (MRI) to investigate changes in hippocampal volume, white matter integrity, and metabolite leve…
Optimizing discharges, Advocating Patient Care & Knowledge (OAK) Management to Address Bed Surge and Right-Siting at Tan Tock Seng Hospital
Background: Tan Tock Seng Hospital (TTSH) is one of the busiest hospitals in Singapore with average Emergency Department (ED) attendance of 380 patients per day. There are more admissions than discharges resulting in bed surge. Delayed discharge planning resulted in long stayers. Bed Surge has become one of the biggest concerns. This project aims to explore the effectiveness of ‘OAK’ strategies in right-siting of care and smoothing the outflow of…
Decoding the mental health of informal workers in the Global South
Exploratory MIA study
Offspring rats exposed to maternal Poly(I:C) during pregnancy exhibited abnormalities across multiple domains, including brain structure, white matter microstructure, cerebral perfusion, and metabolism. This study provides additional evidence that maternal inflammation during pregnancy can interfere with offspring brain development and impair neurological function
From traditional medicine to targeted therapy
Neighborhood matters for informal workers’ employment resilience under public health crisis
Maternal immune activation induces sex-dependent behavioral differences in a rat model of schizophrenia
Our results showed that the behavioral phenotypes induced by prenatal immune activation were highly dependent on the sex of the offspring
Exploring the spatiotemporal effects of meteorological factors on hand, foot and mouth disease
The influence of meteorological factors on hand, foot, and mouth disease (HFMD) is not on the same scale, it's rare for previous studies to measure and recognize the independent regression relationship between each variable in space and time scale. This study used a multiscale geographically and temporally weighted regression (MGTWR) model to explore the relationship between the incidence of HFMD and related meteorological factors in Shandong Pro…
The care status and factors affecting antiretroviral therapy timing for people living with HIV
This study described the care status of People Living with HIV (PLWH) including antiretroviral therapy (ART) and viral suppression from 2018 to 2020. We recognized that immediate ART was associated with improved viral suppression. Therefore, we also aimed to explore the factors affecting the early initiation of ART. We initiated a retrospective cohort study to evaluate the care status of people living with HIV in Shandong Province. From 2018 to 2…
Heterogeneous housing choice and residential mobility under housing reform in China
Land Cover Changes and Urban Expansion in Chongqing, China
China has experienced an unprecedented rate of urbanization in recent decades. As a city with strong political and economic influences in the southwest of China, Chongqing is a typical example of rapidurban development in this period of time. To study the land cover changes and urban expansion of Chongqing, Landsat images from 1999 to 2018 were selected, processed, and quantitatively analysed The results showed that the built-up area of the city …
Pro-Environmental Behavior in an Aging World
Population change and environmental degradation have become two of the most pressing issues for sustainable development in the contemporary world, while the effect of population aging on pro-environmental behavior remains controversial. In this paper, we examine the effects of individual and population aging on pro-environmental behavior through multilevel analyses of cross-national data from 31 countries. Hierarchical linear models with random i…
The “START” framework to evaluate national progress in green buildings and its application in cases of Singapore and China
Consumption of Carbonated Soft Drinks Among Young Adolescents Aged 12 to 15 Years in 53 Low- and Middle-Income Countries
Objectives. To compare consumption of carbonated soft drinks among young adolescents in 53 low- and middle-income countries (LMICs). Methods. We used 2009 to 2013 Global School-based Student Health Survey data to assess 137 449 young adolescents aged 12 to 15 years with available data (via a standardized questionnaire) on frequency of carbonated soft drink consumption. Results. Overall, young adolescents reported having consumed carbonated soft d…
The Impact of Ambient Temperature on Childhood HFMD Incidence in Inland and Coastal Area
Hand, foot and mouth disease (HFMD) has been a substantial burden throughout the Asia-Pacific countries over the past decades. For the purposes of disease prevention and climate change health impact assessment, it is important to understand the temperature-disease association for HFMD in different geographical locations. This study aims to assess the impact of temperature on HFMD incidence in an inland city and a coastal city and investigate the …
The Impact of Ambient Temperature on Childhood HFMD Incidence in Inland and Coastal Area
Hand, foot and mouth disease (HFMD) has been a substantial burden throughout the Asia-Pacific countries over the past decades. For the purposes of disease prevention and climate change health impact assessment, it is important to understand the temperature-disease association for HFMD in different geographical locations. This study aims to assess the impact of temperature on HFMD incidence in an inland city and a coastal city and investigate the …
Consumption of Carbonated Soft Drinks Among Young Adolescents Aged 12 to 15 Years in 53 Low- and Middle-Income Countries
Objectives. To compare consumption of carbonated soft drinks among young adolescents in 53 low- and middle-income countries (LMICs). Methods. We used 2009 to 2013 Global School-based Student Health Survey data to assess 137 449 young adolescents aged 12 to 15 years with available data (via a standardized questionnaire) on frequency of carbonated soft drink consumption. Results. Overall, young adolescents reported having consumed carbonated soft d…
The “START” framework to evaluate national progress in green buildings and its application in cases of Singapore and China
Heterogeneous housing choice and residential mobility under housing reform in China
Land Cover Changes and Urban Expansion in Chongqing, China
China has experienced an unprecedented rate of urbanization in recent decades. As a city with strong political and economic influences in the southwest of China, Chongqing is a typical example of rapidurban development in this period of time. To study the land cover changes and urban expansion of Chongqing, Landsat images from 1999 to 2018 were selected, processed, and quantitatively analysed The results showed that the built-up area of the city …
Pro-Environmental Behavior in an Aging World
Population change and environmental degradation have become two of the most pressing issues for sustainable development in the contemporary world, while the effect of population aging on pro-environmental behavior remains controversial. In this paper, we examine the effects of individual and population aging on pro-environmental behavior through multilevel analyses of cross-national data from 31 countries. Hierarchical linear models with random i…
The care status and factors affecting antiretroviral therapy timing for people living with HIV
This study described the care status of People Living with HIV (PLWH) including antiretroviral therapy (ART) and viral suppression from 2018 to 2020. We recognized that immediate ART was associated with improved viral suppression. Therefore, we also aimed to explore the factors affecting the early initiation of ART. We initiated a retrospective cohort study to evaluate the care status of people living with HIV in Shandong Province. From 2018 to 2…
Maternal immune activation induces sex-dependent behavioral differences in a rat model of schizophrenia
Our results showed that the behavioral phenotypes induced by prenatal immune activation were highly dependent on the sex of the offspring
Exploring the spatiotemporal effects of meteorological factors on hand, foot and mouth disease
The influence of meteorological factors on hand, foot, and mouth disease (HFMD) is not on the same scale, it's rare for previous studies to measure and recognize the independent regression relationship between each variable in space and time scale. This study used a multiscale geographically and temporally weighted regression (MGTWR) model to explore the relationship between the incidence of HFMD and related meteorological factors in Shandong Pro…
Decoding the mental health of informal workers in the Global South
Exploratory MIA study
Offspring rats exposed to maternal Poly(I:C) during pregnancy exhibited abnormalities across multiple domains, including brain structure, white matter microstructure, cerebral perfusion, and metabolism. This study provides additional evidence that maternal inflammation during pregnancy can interfere with offspring brain development and impair neurological function
From traditional medicine to targeted therapy
Neighborhood matters for informal workers’ employment resilience under public health crisis
The influence of attitudes towards statistics on statistical proficiency among medical students
BACKGROUND: Statistics education is essential for evidence-based medical practice, yet many medical students face challenges in achieving statistical proficiency. While attitudes, anxiety, and self-efficacy are known to influence learning, the sequential pathways through which they interact remain unclear. This study examines a chain mediation model to clarify how attitudes towards statistics forecast proficiency through statistics anxiety and se…
Risk factors for postpartum depression
Objective: This umbrella review aimed to systematically evaluate and synthesize the evidence on risk factors associated with postpartum depression (PPD), assess the methodological quality and credibility of the existing meta-analyses, and identify high-priority targets for prevention and intervention. Methods: We systematically searched PubMed, Embase, Web of Science, Cochrane Library, and Medicine up to March 2025 for systematic reviews and meta…
What Are the Key Factors Affecting AI Algorithmic Price Discrimination in China? Evidence From Complex Adaptive Systems Modelling
Algorithmic price discrimination exhibits the features of a complex adaptive system. This study adopts multi‐agent modelling and simulation methods to investigate the phenomenon of artificial intelligence (AI)‐driven algorithmic price discrimination, explore its governance mechanisms and promote its ethical advancement. Based on an in‐depth analysis of 120 simulation cycles across six distinct scenarios, the results demonstrate that longer algori…
Multimodal neuroimaging alterations in schizophrenia model rats and the modulatory effects of risperidone
Background The hippocampus is considered to be closely associated with the emergence of negative symptoms and cognitive impairments in schizophrenia (SCH). A single imaging modality is insufficient to capture the comprehensive structural, functional, and metabolic alterations in the hippocampus. This study employed multimodal magnetic resonance imaging (MRI) to investigate changes in hippocampal volume, white matter integrity, and metabolite leve…
Optimizing discharges, Advocating Patient Care & Knowledge (OAK) Management to Address Bed Surge and Right-Siting at Tan Tock Seng Hospital
Background: Tan Tock Seng Hospital (TTSH) is one of the busiest hospitals in Singapore with average Emergency Department (ED) attendance of 380 patients per day. There are more admissions than discharges resulting in bed surge. Delayed discharge planning resulted in long stayers. Bed Surge has become one of the biggest concerns. This project aims to explore the effectiveness of ‘OAK’ strategies in right-siting of care and smoothing the outflow of…
Medicine (7 works) · China (5 works) · Environmental health (5 works) · Geography (5 works) · Demography (3 works) · Economic growth (3 works) · Gerontology (3 works) · Internal Medicine (3 works) · Pregnancy (3 works) · Psychiatry (3 works)