Jiaqi Yu’s research while affiliated with Peking University and other places

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Publications (32)


Reversible Cognitive Frailty, Functional Ability and Health-related Quality of Life among Community-Dwelling Older Adults: the Moderating Role of Social Support
  • Article

March 2025

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8 Reads

Applied Research in Quality of Life

Hejing Chen

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Jiaqi Yu

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Wenyu Wang

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[...]

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Cuili Wang

Providing the necessary supportive environment is important for promoting healthy ageing and ensuring the well-being of older adults. However, whether social support could buffer the detrimental effect of reversible cognitive frailty (RCF) on health outcomes among older adults has not been empirically examined. To examine the moderating effect of three dimensions of social support on the relationship between RCF and health outcomes, including functional ability (FA) and health-related quality of life (HRQoL). This was a cross-sectional study with 1171 community-dwelling older adults. Social support was assessed using the Social Support Rating Scale. RCF was identified by the Frailty Phenotype and simplified subjective cognitive decline questionnaire. As for FA, the Katz index and the Lawton Scale were used to measure activities of daily living (ADL) and instrumental ADL (IADL), respectively. HRQoL was measured by the Short Form Health Survey. Hierarchical linear regression analysis was implemented to test the moderating effects. Support utilization buffered the effect of RCF on IADL ability while subjective support buffered the effect of RCF on physical HRQoL. However, objective support had no significant moderating effect on the relationship between RCF and any health outcomes. The moderating effect of social support on the relationship between RCF and health outcomes varies by support types and by specific health outcomes. Effective interventions should target the perception and utilization of available support among older adults with RCF to maintain their functional independence and HRQoL.



Schematic model of intervention components as the mediators between intervention and subjective support
Participant flow chart (ITT: Intention-to-treat)
Effectiveness of SS-CBT on intervention components and subjective support. Notes: Model for rumination was adjusted for age, gender, years of schooling, and monthly income; Models for perceived support availability, perceived support adequacy, self-esteem, gratitude, cognitive distortions, and interpersonal competence were adjusted for age, gender, years of schooling, monthly income and baseline rumination; Group: SS-CBT group vs. wail-list control group; Time: post-intervention vs. pre-intervention; ITT: intention-to-treat (n = 50 for the intervention group, n = 50 for the wail-list control group); PP: per-protocol (n = 37 for the intervention group, n = 50 for the wail-list control group); CI: confidence interval
Uncovering mechanisms of subjective support focused cognitive behavioral therapy in improving subjective support among (pre)frail community-dwelling older adults: a randomized controlled trial
  • Article
  • Publisher preview available

January 2025

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23 Reads

Current Psychology

Subjective support-focused cognitive behavioral therapy (SS-CBT) could increase subjective support among (pre)frail community-dwelling older adults, however, the underlying mechanisms remain unclear. We conducted a randomized controlled trial, in which the SS-CBT group (n = 50) received SS-CBT once a week for eight weeks and the wait-list control group (n = 50) received no intervention. The dependent variable was subjective support, and potential mediators included self-esteem, gratitude, cognitive distortions, interpersonal competence and rumination. Measurements took place before and after the intervention. We found that interpersonal competence mediated the effectiveness of SS-CBT on both perceived support availability (β = 2.030, 95%CI = 1.164, 3.081) and perceived support adequacy (β = 6.37, 95%CI = 3.52, 9.74), while self-esteem only mediated the effectiveness of SS-CBT on perceived support availability (β = 1.621, 95%CI = 0.502, 2.843). Gratitude, cognitive distortions, and rumination neither mediated the effectiveness of SS-CBT on perceived support availability nor on perceived support adequacy. These findings highlight self-esteem and interpersonal competence as the mechanisms through which SS-CBT increases subjective support, especially perceived support availability. This implicates that the SS-CBT should exclusively emphasize the apparent active ingredients (self-esteem and interpersonal competence) to promote its efficiency.

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Impacts of Depressive Symptoms on the Effectiveness of a Theory-Driven Exercise Intervention Among Community-Dwelling (Pre)frail Older Adults

December 2024

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6 Reads

Clinical Gerontologist

Objectives: To investigate whether baseline depressive symptoms impacted the effectiveness of an exercise intervention among (pre)frail older adults. Methods: This is a subanalysis of a stepped-wedge cluster randomized trial implementing an exercise intervention, with an application of the integration of the Health Belief Model, Theory of Planned Behavior, and Health Action Process Approach, among 149 community-dwelling (pre)frail older adults. The intervention effectiveness was examined by baseline depressive symptoms (depressive symptoms (n = 40) and non-depressive symptoms (n = 109). Results: Intervention effects were observed among (pre)frail older adults regardless of baseline depressive symptoms on frailty, social function, as well as physical and mental quality of life (QoL). (Pre)frail people with depressive symptoms, compared to those without depressive symptoms, were likely to benefit more in muscle mass, muscle strength, lower extremity function, activities of daily living (ADLs), cognitive function, depressive symptoms, and physical QoL, but less in dynamic balance, instrumental ADLs (IADLs), and mental QoL. Conclusions: These findings implicate that cognitive and psychological strategies should be integrated into exercise interventions among (pre)frail people with depressive symptoms to improve their functional independence and well-being. Clinical implications: Interventions that accommodate depressive symptoms may result in improved outcomes for (pre)frail people with depressive symptoms.





Causal Associations of Cognitive Reserve and Hierarchical Aging-Related Outcomes: A Two-Sample Mendelian Randomization Study

August 2024

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28 Reads

Biological Research for Nursing

Purpose Two-sample Mendelian randomization methods were used to explore the causal effects of cognitive reserve proxies, such as educational attainment, occupational attainment, and physical activity (PA), on biological (leukocyte telomere length), phenotypic (sarcopenia-related features), and functional (frailty index and cognitive performance) aging levels. Results Educational attainment had a potential protective effect on the telomere length ( β = 0.10, 95% CI: 0.08–0.11), sarcopenia-related features ( β = 0.04–0.24, 95% CI: 0.02–0.27), frailty risk ( β = −0.31, 95% CI: −0.33 to −0.28), cognitive performance ( β = 0.77, 95% CI: 0.75–0.80). Occupational attainment was causally related with sarcopenia-related features ( β = 0.07–0.10, 95% CI: 0.05–0.14), and cognitive performance ( β = 0.30, 95% CI: 0.24–0.36). Device-measured PA was potentially associated with one sarcopenia-related feature ( β = 0.14, 95% CI: 0.03–0.25). Conclusions Our findings support the potential causality of educational attainment on biological, phenotypic, and functional aging outcomes, of occupational attainment on phenotypic and functional aging-related outcomes, and of PA on phenotypic aging-related outcomes.


Development and Validation of Prediction Models for Incident Reversible Cognitive Frailty Based on Social-Ecological Predictors Using Generalized Linear Mixed Model and Machine Learning Algorithms: A Prospective Cohort Study

August 2024

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16 Reads

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1 Citation

This study aimed to develop and validate prediction models for incident reversible cognitive frailty (RCF) based on social-ecological predictors. Older adults aged ≥60 years from China Health and Retirement Longitudinal Study (CHARLS) 2011–2013 survey were included as training set ( n = 1230). The generalized linear mixed model (GLMM), eXtreme Gradient Boosting, support vector machine, random forest, and Binary Mixed Model forest were used to develop prediction models. All models were evaluated internally with 5-fold cross-validation and evaluated externally via CHARLS 2013–2015 survey ( n = 1631). Only GLMM showed good discrimination (AUC = 0.765, 95% CI = 0.736, 0.795) in training set, and all models showed fair discrimination (AUC = 0.578–0.667, 95% CI = 0.545, 0.725) in internal and external validation. All models showed acceptable calibration, overall prediction performance, and clinical usefulness in training and validation sets. Older adults were divided into three groups using risk score based on GLMM, which could assist healthcare providers to predict incident RCF, facilitating early identification of high-risk population.


Citations (17)


... SM) was positive and was found significant (p = 0.03, β = 0.15), thus verifying the first hypothesis (H1). The effect size (f2 = 0.264) was moderate according to the designation of Zhou et al. (2024). The moderation roles of IoT and WT in the connection between TSP and SM also turned out to be substantial. ...

Reference:

The moderating effect of internet of things and wearable technologies on enhancing safety management in construction sites
Impacts of Subjective Cognitive Decline and Mild Cognitive Impairment on the Effectiveness of An Exercise Intervention among Community-dwelling (Pre)frail Older Adults
  • Citing Article
  • August 2024

Journal of Psychiatric Research

... GLM is an extension of traditional linear regression, capable of handling more complex situations. Unlike linear regression, GLM does not require a linear relationship between the dependent and independent variables, nor does it assume that the dependent variable follows a normal distribution 30 . In simple terms, GLM provides greater exibility in handling a wider variety of data types, enabling the development of effective regression models for more complex scenarios. ...

Development and Validation of Prediction Models for Incident Reversible Cognitive Frailty Based on Social-Ecological Predictors Using Generalized Linear Mixed Model and Machine Learning Algorithms: A Prospective Cohort Study
  • Citing Article
  • August 2024

... Those who responded affirmatively were then asked to specify the locations of their pain. We provided a list of 15 common body parts for reference, aiming to capture the distribution of pain across multiple sites (40). Subsequently, we tallied the number of pain sites participants reported, assigning one point per site, with total pain scores ranging from 0 (no pain) to 15 (pain in all sites), to gauge the severity of their pain (41). ...

Joint trajectories of pain, depression and frailty and associations with adverse outcomes among community-dwelling older adults: A longitudinal study
  • Citing Article
  • July 2024

Geriatric Nursing

... The central premise of the HBM is that individuals are more likely to engage in specific actions if they perceive a significant threat, believe that their actions can effectively mitigate the associated risks, and feel capable of undertaking those actions [66,91]. By incorporating cognitive and psychological constructs, the model provides a structured lens through which to understand human behavior [113], making it particularly relevant for examining public engagement in urban forest conservation. The HBM is grounded in six key constructs. ...

Effectiveness of interventions for informal caregivers of community‐dwelling frail older adults: A systematic review and meta‐analysis

Journal of Advanced Nursing

... As the research on this topic deepens, researchers continue to find close connections between the two. Frailty and cognitive impairment have similar pathophysiology [9] and may promote each other's development [10]. On this basis, the concept of cognitive frailty (CF) was proposed. ...

Effects of cognitive reserve on cognitive frailty among older adults: A population-based prospective cohort study
  • Citing Article
  • March 2024

Geriatrics and Gerontology International

... Rodriguez-Muñoz et al. (2023) reported that third-wave CBT effectively decreased peripartum depression symptoms across six studies. Wang et al. (2024) observed that subjective support-focused CBT (SS-CBT) reduced depressive symptoms and enhanced subjective support in 100 (pre)frail older adults. Aguilera et al. (2024) increased access to digital CBT (dCBT) for 213 LEP Latinx patients, improving depression and anxiety. ...

Effectiveness of subjective support-focused cognitive behavioral therapy on depressive symptoms among (pre)frail community-dwelling older adults: A randomized controlled trial
  • Citing Article
  • November 2023

Journal of Affective Disorders

... Correlation and path analyses consistently revealed that IHMT was associated with lower levels of loneliness among older adults with disabilities. IHMT may be associated with enhanced functional and intrinsic capacities among older adults with disabilities, which, in turn is associated with lower levels of loneliness (Stara et al., 2023;Yu et al., 2024). This study builds on earlier work by examining how improvements in functional ability may be linked to loneliness among older adults with disabilities in the digital age. ...

Relationship between intrinsic capacity and health-related quality of life among community-dwelling older adults: the moderating role of social support

Quality of Life Research

... US and European HIV care guidelines suggest assessment for frailty using a validated metric among PWH starting at age 50 years, although differing assessments are often used. 52 Despite increased characterization of frailty in PWH, knowledge gaps persist. While geriatric-HIV programs have begun to emerge to meet the unique clinical needs of older PWH, including frailty assessments, such clinics are limited, and many HIV clinicians do not assess frailty in routine care. ...

Clinical practice guidelines for frailty vary in quality but guide primary health care: a systematic review
  • Citing Article
  • July 2023

Journal of Clinical Epidemiology

... The feature variables and candidate models used are the same as those employed in the BA predictor building. The choice of models was also based on publications and their inherent interpretability and high predictive accuracy 33,34 . ...

Development and validation of a preliminary clinical support system for measuring the probability of incident 2-year (pre)frailty among community-dwelling older adults: A prospective cohort study
  • Citing Article
  • June 2023

International Journal of Medical Informatics

... environmental factors influencing IC of reasonably robust individuals prior to significant losses may facilitate the identification of interventions early in the life course. Instead of exploring a comparatively single source of socioenvironmental support like earlier research (most support was from family and friends, or society) 20,21 , chronic disease resource utilization is based on a social-ecological model of resources, viewing the environment as a multi-level overall structure. This concept seems to fit in better with the way that the environment is interpreted in the WHO's framework for healthy ageing. ...

How does social support interact with intrinsic capacity to affect the trajectory of functional ability among older adults? Findings of a population-based longitudinal study
  • Citing Article
  • March 2023

Maturitas