Mediating effects between social capital and health care utilization in Italy–a structural equation model analysis

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BackgroundSocial capital, in its broad definitions, has been linked to improved health outcomes, yet the scarce consistency of social capital measurements and its further effects on healthcare utilization remain less clear. Particularly in Italy, where regional disparities and an aging population challenge the healthcare system, understanding these dynamics is crucial. This study proposes two population-based indicators of social capital and investigates whether they influence health itself and healthcare utilization.MethodItalian population data from 2014 to 2023 was used to develop two social capital measurements: Social support and Social participation, applying Item Response Theory (IRT). Hence, we applied structural equation modeling (SEM) to explore the pathways between social capital, self-reported health status, and healthcare utilization. The analysis includes control variables for demographic and behavioral factors.ResultsOur main findings contribute with the current literature by identifying that population-based measures for social support and social participation may be useful for empirical research, and both direct and indirect effects of social constructs were found significantly associated with health and health utilization outcomes. Both social participation and social support were found to exert significant positive effects on self-perceived health and health utilization. The model suggests that while better social connections contribute to improved health, such increased support and participation can also lead to increased healthcare-seeking behavior.ConclusionSocial capital plays a dual role in shaping both health outcomes and healthcare utilization in Italy. Our findings highlight the relevance of social resources as population-level determinants of health and access, suggesting that strengthening community networks and health literacy can reduce inequities and enhance the efficiency of healthcare systems.Supplementary InformationThe online version contains supplementary material available at 10.1186/s12963-025-00441-6.

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Knee osteoarthritis is the most common form of arthritis causing disability among older adults. Proper self-care is vital and achievable with health literacy. Thai older adults with knee osteoarthritis have been found to have inadequate health literacy, and poor selfcare behaviors for this condition. The purpose of this descriptive cross-sectional study was to test a causal model of health literacy in Thai older adults with knee osteoarthritis, depicting relationships among provider-patient communication, patient engagement, cognitive function, knowledge of knee osteoarthritis, Internet use, social support, social participation, and health literacy. Participants comprised 318 older adults with knee osteoarthritis, selected using multi-stage random sampling from nine community hospitals in a northern Thai province. Data were collected using a demographic data form, the European Health Literacy Survey Questionnaire, the Provider-patient Communication Scale, the Patient Health Engagement Scale, the Montreal Cognitive Assessment-Basic, the Arthritis Knowledge Scale, the Internet Use Questionnaire, the Social Support Questionnaire, and the Community Participation of the Elderly Questionnaire. Data were analyzed using descriptive statistics, Pearson’s product moment correlation, and structural equation modeling. The final model fitted with empirical data and explained 36% of the variance in health literacy with Internet use as the strongest predictor directly affecting health literacy. Internet use and social participation had positive direct and indirect effects on health literacy via cognitive function. Cognitive function and social support positively directly affected health literacy. Patient engagement negatively affected health literacy indirectly via Internet use. Knowledge of knee osteoarthritis and provider-patient communication did not affect health literacy directly or indirectly. In conclusion, nurses should design interventions to promote health literacy of this population by highlighting Internet use, social participation, cognitive function, social support, and patient engagement, with testing in clinical practice.

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Family relationships play a central role in wellbeing among older adults in Chile. Based on the theory of social production functions, this study examined the relationship between perceived social support from children, partners and relatives, family functioning, self-perceived health and quality of life (QoL) among Chilean older adults. The study used a multi-ethnic sample of Chilean older adults living in rural areas in the regions of Arica and Parinacota (north) and Araucanía (south). A model was analyzed that emphasizes relationships differentiated by the source of support, family functioning and self-perceived health in the explanation of QoL. The results obtained from the structural equation modelling (SEM) analysis showed the existence of indirect relationships of social support from children, partners and other family members via family functioning, while self-perceived health was directly associated with QoL. The findings indicate that family functioning is a main variable in the contrasted model, in addition to confirming the importance of distinguishing the role of the various sources of support. Research is needed to examine in detail intergenerational relationships and other relationships with family members who are significant in the wellbeing of older adults. This research corroborates that family relationships have a specificity that needs to be addressed in gerontological social intervention, as well as continuing along the lines of strengthening or improving existing family ties (more quality) over the quantity of social relationships.

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  • 10.1080/13607863.2016.1141285
Health, coping and subjective well-being: results of a longitudinal study of elderly Israelis
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  • Sara Carmel + 3 more

ABSTRACTObjectives: The aim of this study was to test a conceptual model designed to promote the understanding of factors influencing subjective well-being (SWB) in old age. Within this framework, we evaluated the relative influences on elderly Israelis' SWB of health and/or function, personal resources, coping behaviors (reactive and proactive), and changes in all of these factors over time.Method: At baseline, 1216 randomly selected elderly persons (75+) were interviewed at home (T1) and 1019 one year later (T2). The conceptual model was evaluated by Structural Equation Modeling (SEM) analysis using AMOS 18.Results: After one year, a relatively high percentage of participants reported decline in health/function (DHF) and in personal resources. The effects of the study variables on T2-SWB were evaluated by a SEM analysis, resulting in a satisfying fit: χ2 = 279.5 (df = 102), p < .001, CFI = .970, NFI = .954, TLI = .955, RMSEA = .046. In addition to significant direct effects of health/function on T2-SWB, health/function was found to indirectly influence T2-SWB. Our analysis showed that health/function had a negative influence on the positive effects of personal resources (function self-efficacy, social support) and the diverse effects of the coping patterns (goal-reengagement – positive; expectations for future care needs – negative; having concrete plans for future care – positive).Conclusion: Personal resources and use of appropriate coping behaviors enable elderly people to control their well-being even in the presence of DHF. Evidence-based interventions can help older people to acquire and/or strengthen effective personal resources and coping patterns, thus, promoting their SWB.

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