Introduction: Resilience measures generally are not health specific, nor do they account for the multiple dimensions required for individuals to overcome health challenges. To bridge this gap, we developed and validated a multi-dimensional Health Resilience Scale (HRS) for community-dwelling adults in Singapore.
Methods: We followed standard procedures to develop health resilience construct, identify dimensions, and generate potential items. Expert review and cognitive interviews were conducted to assess content validity and item clarity. The refined 35-item HRS was administered to 650 eligible community-dwelling adults in a cross-sectional survey, along with validation measures, to assess construct validity (including factorial, concurrent, convergent, and divergent validity) and internal consistency reliability.
Results: Exploratory factor analysis revealed five factors with 22 items, each factor containing 3 to 5 items. Confirmatory factor analysis confirmed the five-factor structure with good model fit. The five factors identified in the analysis were conceptualised as the following dimensions of the HRS: "Health mindset," "Perceived health access," "Social resourcefulness," "Relational support," and "Adaptive adjustment." The dimensions of "Health mindset," "Perceived health access," and "Adaptive adjustment" exhibited moderate and positive correlations with psychological resilience (concurrent validity) as well as hope and self-efficacy (convergent validity). All dimensions had weak or no correlation with maladaptive coping, depression, and anxiety measures (divergent validity). Individuals with better health status scored higher, while those with recent health adversity scored lower on the HRS, confirming divergent validity. Internal consistency reliability was confirmed with Cronbach's alpha exceeding 0.80 for the total scale and ranging from 0.73 to 0.88 for individual dimensions.
Conclusion: The 22-item multi-dimensional HRS demonstrated good reliability and validity, making it an effective tool for assessing health resilience and guiding initiatives aimed to enhance well-being among community members.
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http://dx.doi.org/10.3389/fpubh.2025.1452738 | DOI Listing |
Dalton Trans
March 2025
Institute of Flow Chemistry and Engineering, School of Chemistry and Materials, Jiangxi Normal University, Nanchang 330022, China.
Platinum-based chemotherapy, despite being a cornerstone of cancer treatment, faces significant challenges due to acquired drug resistance. To address this issue, we have designed three organelle-targeting platinum(IV) prodrugs conjugated with BODIPY fluorophores, enabling spatiotemporal control through green light irradiation. These BODIPY-Pt(IV) conjugates exhibit excellent stability in PBS buffer, demonstrating resilience under physiological conditions.
View Article and Find Full Text PDFBiosaf Health
December 2024
Vanke School of Public Health, Tsinghua University, Beijing 100084, China.
In the last century, global pandemics have been primarily driven by respiratory infections, which consistently rank among the top 20 causes of death worldwide. The coronavirus disease 2019 (COVID-19) pandemic has underscored the intricate nature of managing multiple health crises simultaneously. In recent years, climate change has emerged as a major biosafety and population health challenge.
View Article and Find Full Text PDFR Soc Open Sci
March 2025
School of Biomedical Engineering, Faculty of Engineering, The University of Sydney, Sydney, NSW 2006, Australia.
The landscape of artificial intelligence (AI) research is witnessing a transformative shift with the emergence of the Kolmogorov-Arnold network (KAN), presenting a novel architectural paradigm aimed to redefine the structural foundations of AI models, which are based on multilayer perceptron (MLP). Through rigorous experimentation and evaluation, we introduce the KAN-electroencephalogram (EEG) model, a tailored design for efficient seizure detection. Our proposed network is tested and successfully generalized on three different datasets, one from the USA, one from Europe, and one from Oceania, recorded with different front-end hardware.
View Article and Find Full Text PDFFront Public Health
March 2025
School of Chinese Medicine, Hunan Brain Hospital, Hunan University of Chinese Medicine, Changsha, Hunan, China.
Introduction: Migrant workers constitute a significant portion of China's workforce, and their health directly affects labor supply and economic stability. Health vulnerability plays a crucial role in shaping the well-being of migrant workers, yet its determinants, particularly the impact of temperature change, remain underexplored. This study, based on the socio-ecological model, investigates how temperature variations influence the health vulnerability of migrant workers in China.
View Article and Find Full Text PDFCan J Hosp Pharm
March 2025
, PhD, MSc, is a Project Coordinator with the Department of Pharmacy, The Children's Hospital of Eastern Ontario, Ottawa, Ontario.
Background: Climate change poses significant risks to both the environment and public health. The Canadian health care system accounts for an estimated 4.6% of national carbon emissions, and hospital pharmacy contributes substantially to these emissions.
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