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1.
Geriatr Nurs ; 59: 418-425, 2024 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-39141949

RESUMO

PURPOSE: Hopelessness is a risk factor for suicidal ideation, whereas subjective well-being and resilience are protective factors. Nevertheless, the complicated mechanism underlying these factors has not been fully investigated among older people with moderate to severe ADL limitations in nursing homes. This cross-sectional study investigated the potential role of resilience in mediating the relationship between hopelessness and suicidal ideation as well as whether subjective well-being can moderate this mediating effect. METHODS: Older individuals (N = 332; aged ≥ 65 years; 158 males, 174 females) with moderate to severe ADL limitations from 10 nursing homes in Chongqing, China, completed this cross-sectional study from July to December 2022. Hopelessness, resilience, subjective well-being and suicidal ideation were measured. The mediating and moderating effects were explored via regression analysis with bootstrap methods. RESULTS: A total of 32.8 % (109/332) of the participants reported current suicidal ideation. The relationship between suicidal ideation and hopelessness was partly influenced by resilience (indirect effect = 0.13, 95 % CI = 0.07∼.20). Subjective well-being moderated the impact of resilience on suicidal ideation (moderating effect = 0.01, 95 % CI = 0.00∼.01) and indirectly impacted the effect of hopelessness on suicidal ideation. CONCLUSION: These results emphasize the importance of resilience and subjective well-being in mitigating suicidal ideation, which is a prevalent issue among older adults residing in nursing homes with moderate to severe ADL limitations in China.

2.
J Environ Manage ; 368: 122203, 2024 Aug 16.
Artigo em Inglês | MEDLINE | ID: mdl-39153320

RESUMO

Existing studies that assess the impact of cooking with dirty solid fuels on human beings tend to underestimate the adverse impact on welfare. This paper aims to address this research gap by examining the happiness benefits of transitioning from solid fuel to cleaner alternatives. Using an extensive panel dataset from China, which includes 150,248 observations collected from 43,251 survey respondents interviewed between 2010 and 2018, this study employs various complementary methodologies, such as the fixed-effect model, propensity score matching, and time-varying difference-in-differences, to overcome challenges related to treatment selection bias and unobserved time-invariant heterogeneity. Further, life satisfaction approach is used to evaluate the economic benefits of cooking energy transition. Our findings indicate that switching from firewood to LPG/natural gas/gas can significantly enhance individual subjective well-being (SWB). Although the improvement brought about by electricity is slightly lower than that of LPG/natural gas/gas, it remains substantial. Notably, the positive effect is more pronounced among specific demographic groups, including females, rural residents, and low-income families. Moreover, these well-being improvements can manifest quickly and persist many years before any noticeable enhancements in physical health. This effect further amplifies over time. However, biogas shows no significant effect on SWB. These findings underscore the importance of clean fuels that contribute to increased happiness, as they are more likely to be consistently adopted. Finally, we estimate that the economic benefits of the well-being improvements resulting from the use of LPG/natural gas/gas and electricity range between $5.15 and $5.44 per day.

3.
BMC Public Health ; 24(1): 2213, 2024 Aug 14.
Artigo em Inglês | MEDLINE | ID: mdl-39143490

RESUMO

BACKGROUND: Subjective wellbeing (SWB) and health are important facets of any person's life, and they tend to influence each other. This importance is reflected in the vastness of literature aiming to explore this association. However, most of this literature is based on sampling national population which may present different population characteristics to those of a province. Thus, the paper aims to investigate if the association between perceived health and SWB is moderated by population characteristics at a provincial level. We intend to add value to subjective wellbeing and health literature by reviewing the relationship between SWB and health in the Eastern Cape stratified by age, gender, rural and urban and different income classifications. METHODS: Different population characteristics tend to associate to subjective wellbeing and health differently, therefore influencing how these two variables influence each other. Thus, the paper aims to investigate if the association between perceived health and SWB is moderated by population characteristics at a provincial level. Utilising the South African National Income Dynamics Survey from 2008 to 2017, this study examined the relationship between subjective wellbeing and health using a random effects model stratified according to aforementioned population characteristics. RESULTS: A better perceived health status is associated with higher subjective wellbeing. A better subjective wellbeing is also associated with a higher health status. Determinants of subjective wellbeing and health associate with these variables differently besides income and employment which led to higher subjective wellbeing and health. Health associates to subjective wellbeing different across populations characteristics. CONCLUSION: Subjective wellbeing and health are interdependent as reflected in the World Health Organisation (WHO) and United Nation (UN) statements. Higher income and level of education and being employed is associated with both higher SWB and health. Therefore, improving these economic outcomes maybe associated with an improvement in well-being and health as desired by WHO and UN. Provinces differ, and different population characteristics tend to associate with subjective wellbeing and health differently, therefore influencing how these two variables influence each other. Health improvement policies must consider subjective wellbeing. Well-being improvement policies need to be cognisant of the differences in provincial and population characteristics.


Assuntos
Nível de Saúde , Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , África do Sul , Adulto Jovem , Adolescente , Idoso , Satisfação Pessoal , Fatores Socioeconômicos
4.
Scand J Psychol ; 2024 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-39148249

RESUMO

BACKGROUND: Materialism refers to values that equate materialistic possessions with happiness and success. Gathering materialistic possessions is also central to materialists' life. Extant research has widely shown that materialism is detrimental to people's well-being, but its influences on meaning in life are less clear. In this article, we address two principal research questions within the framework of self-determination theory: First, we explore the association between varying dimensions of materialism and the perceived meaning in life; second, we investigate the factors that mediate the relationship between materialistic values and meaning in life. METHODS: Two cross-sectional online survey studies (Study 1: 190 Chinese participants; Study 2: 767 participants [mainly Caucasians] from Prolific) were conducted to test a hypothesized serial double mediation model, in which basic psychological needs satisfaction and subjective well-being were the two serial factors mediating the materialistic happiness to meaning in life relationship. RESULTS: Among the three materialism values, only materialistic happiness was negatively associated with meaning in life. Basic psychological needs satisfaction and subjective well-being serially mediated the relationship. Theoretical and practical implications were discussed.

5.
Indian J Psychiatry ; 66(3): 256-262, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-39100122

RESUMO

Background: The Internet is a popular source of health information, but too much research can cause anxiety (cyberchondria). Medical and non-medical personnel interpret information differently, leading to varying rates of cyberchondria. Smartphone addiction may also contribute to cyberchondria and impact mental health. Methods: The study was an epidemiological survey-based investigation with a cross-sectional design involving undergraduate students (aged 18 years or older) from Indian universities or colleges. The study utilized the Cyberchondria Severity Scale-Short Form (CSS-12), WHO-5 well-being index, and Smartphone Addiction Scale-Short Version (SAS-SV). Results: A total of 1033 participants (53.1% females and 46.4% males) were recruited in the survey. Of the participants, 58.5% were pursuing medical or paramedical courses, while the remaining 41.5% belonged to the non-medical group. High-severity cyberchondria was present in about 4.4% of the students. The medical cohort demonstrated a significantly lower cumulative CSS in comparison to the non-medical cohort (t = - 3.90; P < 0.01). Smartphone addiction was observed in 57.2% of individuals in the medical group and 55.9% of individuals in the non-medical group (P = 0.68). Medical students had a significantly lower mean well-being score compared to non-medical students (58.4 vs. 59.6; P < 0.01). There was a positive correlation between cyberchondria severity and smartphone addiction, which was consistent across both groups. Conclusion: Medical students have less cyberchondria than non-medical students. Cyberchondria severity is linked to smartphone addiction. Non-medical students with cyberchondria have higher subjective well-being.

6.
Front Psychol ; 15: 1399343, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39100562

RESUMO

Purpose: The learning subjective well-being of high school students has significant value for their academic achievement and future life development. A growth mindset is one of the key factors affecting the learning subjective well-being of high school students. However, research on the mechanism by which a growth mindset affects learning subjective well-being is still relatively limited. Therefore, the study aims to investigate the impact of a growth mindset on the learning subjective well-being of high school students, as well as the role that achievement motivation and grit play as serial mediators in this relationship. Methods: This study employed a convenience sampling method to select 708 high school students from Chinese public high schools as participants. The research utilized the Growth Mindset Scale, Achievement Motivation Scale, Grit Scale, and the Learning Subjective Well-being Questionnaire for High School Students to collect data. All data were analyzed using SPSS 26.0, employing Model 6 from Hayes' SPSS PROCESS macro to test the serial mediation model. Results: Our results found that (1) high school students' growth mindset positively predicted their learning subjective well-being. (2) Achievement motivation played a mediating role between a growth mindset and learning subjective well-being among high school students. (3) Grit acted as a mediator between learning subjective well-being and growth mindset among high school students. (4) Achievement motivation and grit served as serial mediators between a growth mindset and learning subjective well-being among high school students. Conclusion: A growth mindset can influence the learning subjective well-being of high school students through achievement motivation and grit. Educators can enhance the learning subjective well-being of high school students by implementing intervention strategies that foster a growth mindset, achievement motivation, and grit.

7.
Diabetol Int ; 15(3): 421-432, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-39101170

RESUMO

Objectives: To assess the association between erectile dysfunction and subjective well-being among primary care patients with type 2 diabetes mellitus. Methods: This cross-sectional study included 340 men with type 2 diabetes treated in primary health care settings in the Ismailia governorate between April 2021 and April 2022. A multistage random cluster sampling technique was used. Sociodemographic data, disease characteristics, lifestyle, surgical and sexual history, and the Arabic translations of the abridged 5-item version of the International Index of Erectile Function (IIEF-5) Questionnaire, and the 5-item World Health Organization Well-Being Index (WHO-5) were gathered. Results: Erectile dysfunction was identified in 72.94% of diabetic patients, with 55% mild or mild-to-moderate (ED I), and 17.9% moderate or severe (ED II). Twenty percent had Poor subjective well-being, with a mean WHO-5 index of 63.4 (± 15.4). Binary logistic regression analysis showed that education, diabetes duration, insufficient income, dyslipidemia, benign prostate hyperplasia, and IIEF-5 score were significantly associated with poor subjective well-being. Increasing IIEF-5 score was significantly associated with a 22% decrease in the odds of poor subjective well-being (OR: 0.78; 95% CI 0.66-0.93). Multinomial regression analysis showed that increasing score of the WHO-5 well-being index was associated with a 11% and 14% reduction in the odds of ED I and II, respectively (OR: 0.89 (95% CI 0.86-0.93), and 0.86 (95% CI 0.81-0.92), respectively). Conclusion: Erectile dysfunction and subjective well-being were interrelated. Early detection of erectile dysfunction is essential for improving the positive mental health of men with type 2 diabetes in primary care.

8.
Front Psychol ; 15: 1335595, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39086430

RESUMO

Background: Family socioeconomic status (FSES) serves as a significant determinant for subjective well-being. However, extant research has provided conflicting evidence on the correlation between FSES and adolescent students' subjective well-being (SSWB). Methods: Data were collected from 12,058 adolescent students (16 years of age) by the Programme for International Student Assessment (PISA) 2018. Multivariate canonical correlation and Mantel test were utilized to investigate the specific connection between FSES and SSWB. Furthermore, a Gaussian EBICglasso graph-theoretical model was used to capture the topological properties of the FSES-SSWB network and reveal the interplay among multifarious components of FSES and SSWB. Results: FSES was positively correlated with SSWB. In the FSES-SSWB network, parental educational attainment and occupation status demonstrated the highest centrality values, thereby contributing significantly to the relationship between FSES and SSWB. However, family wealth, along with educational and cultural resources, displayed lower centrality values, signifying their weaker roles in this relationship. Conclusion: Our findings suggest that symbolic capital, rather than family affluence, exerts a dominant influence on adolescent SSWB. In other words, SSWB may not be detrimentally influenced by a deficiency in monetary resources. However, it is more susceptible to being unfavorably impacted by inferior parental educational attainment and occupational standing.

9.
Health SA ; 29: 2660, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39114343

RESUMO

Background: Disturbed sleep during infancy and early childhood can have a detrimental effect on parental sleep and consequently parental well-being. However, there is a paucity of research on how perceived child sleep problems and behavioural sleep interventions as treatment influence maternal subjective well-being. Aim: This study aimed to explore the incidence of subjective well-being in mothers of children with sleep problems and whether implementing two behavioural sleep interventions changed their well-being. Setting: The research was conducted in a community setting, with parents voluntarily approaching a sleep consultancy based in South Africa. Method: Using data from 119 mothers voluntarily approaching a sleep consultancy in South Africa, a pre-test-post-test design was employed to investigate changes in life satisfaction, affect, couple satisfaction, perceived stress and depression approximately 3 weeks after implementation of a sleep intervention. Results: Results indicate that mothers of children with sleep problems experienced moderate to high life satisfaction and positive affect although the presence of moderate negative affect, couple satisfaction and stress and mild depression suggest possible decreased subjective well-being. Conclusion: Findings suggest implementation of graduated extinction and extinction with parental presence sleep interventions may improve life satisfaction, affect, stress and depression but not couple satisfaction in the short-term. Contribution: This study contributes towards understanding the effect of sleep loss on the subjective well-being of mothers and provides preliminary evidence regarding the benefits of two sleep interventions for improving maternal subjective well-being.

10.
Front Psychol ; 15: 1414867, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39176047

RESUMO

Gratitude has proved to be an enhancer of subjective well-being in previous studies. However, studies that linked the relation between emotional intelligence and its facets when interacting with gratitude, are still limited. In this sense, this study examined the mediating roles of emotional intelligence between gratitude and subjective well-being indicators, by introducing the general factor of emotional intelligence. The first approach to data analysis was to examine the descriptive statistics; the second approach consisted of an Exploratory Structural Equation Modelling, applying also a bifactor analysis. Data was collected from 406 Spanish students, through an online survey that includes the gratitude, trait meta mood scale, satisfaction with life and subjective happiness scale. The mean age of participants was 20.27 years (SD = 4.68), whereas 79.5% were females. The results provided preliminary evidence of the mediation role of the general factor of emotional intelligence between gratitude and subjective well-being, which provided a meaningful insight about the role of trait emotional intelligence. These findings suggested that gratitude promotes emotional intelligence, allowing to an increase in subjective well-being. Nonetheless, there is a need for further research to achieve a better understanding of the role of the emotional intelligence facets between gratitude and subjective well-being.

11.
Geriatr Nurs ; 59: 598-603, 2024 Aug 22.
Artigo em Inglês | MEDLINE | ID: mdl-39178626

RESUMO

OBJECTIVE: This study aimed to investigate the relationship between social isolation, perceived ageism and subjective well-being among rural Chinese older adults and its mechanisms of action. METHODS: A total of 403 rural resident older adults were surveyed from March to April 2024. Data were collected using the General Information Questionnaire, the General Alienation Scale (GAS), the Perceived Ageism Questionnaire (PAQ), and the Memorial University of Newfoundland Scale of Happiness (MUNSH). SPSS 27.0 and PROCESS macro were used to analyze the data. RESULTS: Pearson correlation analysis revealed a significant negative correlation (p<0.01) between subjective well-being and social isolation (r = -0.720) and perceived ageism (r = -0.661) among rural older adults. Perceived ageism partially mediated the effect between social isolation and subjective well-being in rural older adults, and the mediating effect accounted for 29.9 % of the total effect (p<0.001). CONCLUSION: Social isolation can reduce the subjective well-being of rural older adults through perceived ageism.

12.
Heliyon ; 10(15): e35567, 2024 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-39170473

RESUMO

Based on the background of rapid global ageing, research exploring urban green spaces and the subjective well-being of urban residents has become one of the key research interests. However, the evidence for assessing the real benefits of urban green spaces on the subjective well-being of older adults by comprehensively examining the features of urban green spaces is limited. We surveyed older urban green space users (n = 536) aged 60 years and older in Nanjing, China, and evaluated the impacts of spatial, green, and grey features of urban green spaces on older people's overall satisfaction with urban green spaces and subjective well-being. The results of the multiple linear regression model showed a strong association between the three types of urban green space features, overall satisfaction with urban green space, and subjective well-being of older adults. The study results indicated that the grey feature of urban green spaces emerged as the most influential factor (p = 0.004) among the three features of urban green spaces in relation to their effect on the subjective well-being of older adults. This implies that it is essential to focus on the importance of grey s of urban green spaces in the planning and design of urban green spaces for older adults' use of different urban green spaces and their sense of well-being. These results contribute to the development of healthy ageing policies and age-friendly urban green space management strategies in rapid ageing countries around the world.

13.
BMC Psychol ; 12(1): 455, 2024 Aug 26.
Artigo em Inglês | MEDLINE | ID: mdl-39187909

RESUMO

OBJECTIVE: This study explored the mediating role of perceptions of discrimination and loneliness on the relationship between physical exercise and subjective well-being in rural left-behind children. METHODS: A package of surveys were administered to junior high school students and senior primary school students (n = 592) in the countryside, which including the scale of the Physical Activity Behavior Scale, Subjective Well-Being Scale, Perceived Discrimination Scale, and Loneliness Scale. Structural Equation Modeling and Bootstrap were used to analyze the data to investigate the chain mediating effect of perceived discrimination and loneliness. RESULTS: (1) There was a positive correlation between physical activity and subjective well-being, and the direct prediction of subjective well-being was significant. (2) Physical activity negatively predicted perceptions of discrimination, and perceptions of discrimination positively predicted loneliness and negatively predicted subjective well-being, and loneliness could negatively predict subjective well-being. (3) Perception of discrimination and loneliness significantly mediated the relationship between physical activity and subjective well-being. The mediating effect consisted of indirect effects generated by 2 paths, one was that physical exercise indirectly affected subjective well-being by affecting discrimination perception, and the other was that physical exercise further acted on subjective well-being through the chain mediating effect from discrimination perception to loneliness. CONCLUSION: Physical exercise can directly affect the subjective well-being of rural left-behind children. Physical exercise can indirectly affect left-behind children's subjective well-being through discrimination perceptions, and it can also indirectly affect left-behind children's subjective well-being through the chain mediating effect of discrimination perceptions and loneliness.


Assuntos
Exercício Físico , Solidão , População Rural , Humanos , Solidão/psicologia , Masculino , Feminino , Criança , Exercício Físico/psicologia , Adolescente , Estudantes/psicologia , Satisfação Pessoal , China , Inquéritos e Questionários
14.
Artigo em Inglês | MEDLINE | ID: mdl-39190573

RESUMO

Prior research has investigated the link between social media use (SMU) and negative well-being. However, the connection with positive well-being has not been extensively studied, leading to a situation where there are inconsistent and inconclusive findings. This study fills this gap by examining the correlation between excessive and problematic SMU and subjective as well as psychological well-being (PWB). We conducted a systematic search across databases such as PubMed, Scopus, and Web of Science, and gray literature sources such as Research Gate and ProQuest, yielding 51 relevant studies for meta-analysis, encompassing a sample size of 680,506 individuals. Employing the Newcastle-Ottawa Scale, we assessed study quality, whereas statistical analysis was executed using R Studio. Excessive SMU showed no significant association with subjective (ES = 0.003, 95% confidence interval [95% CI]: -0.08, 0.09; p = 0.94, I2 = 95.8%, k =16) and PWB (ES = 0.16, 95% CI: -0.15, 0.45; p = 0.26, I2 = 98%, k = 7). Conversely, problematic SMU showed a negative correlation with subjective (ES = -0.14, 95% CI: -0.20, -0.09; p = 0.00, I2 = 93.3%, k = 25) and PWB (ES = -0.19, 95% CI: -0.31, -0.06; p = 0.01, I2 = 95%, k = 5), with two outliers removed. No publication bias was detected. Subgroup analysis highlighted effects of "sampling method" (p < 0.05), "study quality" (p < 0.05), "developmental status" (p < 0.05), "forms of social media" (p < 0.05), and "type of population" (p < 0.01) on the estimated pooled effect sizes. Although univariate meta-regression showed the effects of "% of Internet users" (p < 0.05) and "male%" (p < 0.05), and multivariate meta-regression showed the combined effect of moderators only on the relationship between problematic SMU and subjective well-being.

15.
BMC Psychol ; 12(1): 426, 2024 Aug 05.
Artigo em Inglês | MEDLINE | ID: mdl-39103874

RESUMO

BACKGROUND: The burgeoning field of research on the dual-factor model of mental health (DFM) has highlighted its significance, yet the applicability of the DFM in military personnel and its longitudinal relationships with different dimensions of meaning in life remains unclear. This study aimed to clarify the applicability of the DFM for military personnel and to investigate longitudinal relationships between the dual factors of mental health (negative factor, positive factor) and the two dimensions of meaning in life (presence of meaning, search for meaning) in military personnel. METHODS: In this study, data were collected in two waves (April and August 2023) from 227 Chinese military personnel. We constructed a dual-factor model with depression as the negative factor and subjective well-being as the positive factor, and we compared it with a single-factor model to determine if DFM could be applied to military personnel. We also constructed a cross-lagged model to investigate longitudinal relationships between depression, subjective well-being, presence of meaning, and search for meaning. RESULTS: According to the findings, military personnel fit better with the DFM than with the single-factor model. Cross-lagged analysis results revealed that both the presence of meaning and the search for meaning negatively predicted depression and positively predicted subjective well-being. CONCLUSIONS: The DFM had good applicability among military personnel. Both the presence of meaning and the search for meaning could improve military mental health, suggesting that both dimensions of meaning in life may be potential targets for improving military mental health.


Assuntos
Depressão , Saúde Mental , Militares , Humanos , Militares/psicologia , Masculino , Adulto , Depressão/psicologia , Feminino , China , Adulto Jovem , Estudos Longitudinais , Satisfação Pessoal , Modelos Psicológicos , População do Leste Asiático
16.
J Relig Health ; 2024 Aug 25.
Artigo em Inglês | MEDLINE | ID: mdl-39182207

RESUMO

This research conceptualized and offered preliminary evidence on the psychometric properties of the 10-item Divine Connectedness Scale-a measure that assesses individuals' perceptions of feeling supported by (divine guidance) and working with (divine collaboration) God or a Supreme Being. Results of exploratory factor analysis and confirmatory factor analysis with 434 undergraduate students in the United States showed that scores from a single-factor model of divine connectedness were valid and reliable. Divine connectedness was positively associated with religiosity, forgiveness, and well-being variables. Divine connectedness showed incremental validity over demographic covariates, social desirability, and religiosity in predicting later meaning in life and flourishing.

17.
Front Psychol ; 15: 1448827, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39144605

RESUMO

Introduction: This study aims to investigate whether exercise adherence and positive mental character significantly affect subjective well-being among Chinese college students during the COVID-19 pandemic and whether positive mental character plays a mediating role. Methods: The study employed questionnaires, including the Exercise Adherence Scale, the Positive Mental Character Scale, and the Subjective Well-Being Scale, which were administered to students across seven universities in Henan Province, China. A total of 1,001 participants were analyzed in the final sample. Data were analyzed using SPSS 21.0 for descriptive statistics, independent samples T-test, correlation, and regression analyses. Furthermore, structural equation model with AMOS was conducted to examine the potential mediating effect of positive mental characteristics on the relationship between exercise adherence and subjective well-being. Results: The results indicated significant differences in exercise adherence, positive mental character, and subjective well-being between male and female participants, with males scoring higher in all three domains. Among Chinese university students during the COVID-19 pandemic, there was a significant correlation among exercise adherence, positive mental character, and subjective well-being. Exercise adherence was found to have a significant and positive impact on both positive mental character and subjective well-being. Additionally, it was found that positive mental character had a significant positive association with subjective well-being. The mediating role of positive mental character in the relationship between exercise adherence and subjective well-being was partially supported. Discussion: Exercise adherence among Chinese college students had a significant positive association on both positive mental character and subjective well-being throughout the COVID-19 pandemic. The exercise adherence can directly or indirectly enhance subjective well-being through its association with positive mental character. Therefore, positive mental and subjective well-being can be enhanced by consistent physical activity even during a pandemic.

18.
J Appl Gerontol ; : 7334648241273387, 2024 Aug 21.
Artigo em Inglês | MEDLINE | ID: mdl-39165167

RESUMO

The basic premise of this study is that the traditional method to treating all older people as coming from the same distribution misspecifies the true model and ignores potentially important information in wellbeing outcomes of social participation. Using data from the China Longitudinal Aging Social Survey (CLASS), this paper proposes a finite mixture model (FMM) to identify the heterogeneous relationship between volunteer participation and older people's subjective well-being (SWB) and then explore the determinants of wellbeing heterogeneity in volunteer participation. The results reveal that older people can be classified into two latent subgroups, that is the volunteering beneficiary group (accounting for about 42%) and the volunteering non-beneficiary group (accounting for about 58%). The FMM is therefore more appropriate in estimating the complex impact of volunteering. Rural older people with poorer health, weaker social networks, better economic status, and better community environments are more likely to benefit from volunteer participation. Our findings have suggested some practical implications to increase the probability of benefit from volunteer participation.

19.
Artigo em Inglês | MEDLINE | ID: mdl-39168488

RESUMO

Demystifying machine learning (ML) approaches through the synergy of psychology and artificial intelligence can achieve a balance between predictive and explanatory power in model development while enhancing rigor in validation and reporting standards. Accordingly, this study aimed to bridge this research gap by developing a subjective well-being (SWB) prediction model on Weibo, serving as a psychological assessment instrument and explaining the model construction based on psychological knowledge. The model establishment involved the collection of SWB scores and posts from 1,427 valid Weibo users. Multiple machine learning algorithms were employed to train the model and fine-tune its parameters. The optimal model was selected by comparing its criterion validity and split-half reliability performance. Furthermore, SHAP values were calculated to rank the importance of features, which were then used for model interpretation. The criterion validity for the three dimensions of SWB ranged from 0.50 to 0.52 (P < 0.001), and the split-half reliability ranged from 0.94 to 0.96 (P < 0.001). The identified relevant features were related to four main aspects: cultural values, emotions, morality, and time and space. This study expands the application scope of SWB-related psychological theories from a data-driven perspective and provides a theoretical reference for further well-being prediction.

20.
Front Psychol ; 15: 1206520, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39021645

RESUMO

Introduction: Parents of children with cancer may experience enormous physical and emotional pressures. During such times, perception of the situation can be important in mediating the link between one's basic resources (mainly cognitive and social) and the well-being one attains as an emotional and cognitive response. This study aimed to explore the role of illness impact perceptions in mediating the link between hope, social support and subjective well-being in parents of children with cancer. Methods: The cross-sectional study included 108 parents of children aged 7-18 diagnosed with cancer at least 6 months prior to the study. The parents completed one questionnaire comprising five instruments: perceived impact of illness, hope, social support, positive and negative affect (the emotional component of well-being) and life satisfaction (the cognitive component of well-being). Descriptive statistics and Pearson correlations were conducted for all study variables. SEM analysis was performed to examine the study's theoretical model. Results: The current sample included 108 parents of children with cancer recruited from two pediatric hematology-oncology wards in two different hospitals in central Israel. Most participants were mothers (70.4%), and the mean age was 44.46. The main results indicated that hope and social support correlated negatively with perceptions of the illness' impact. Illness impact perceptions mediated the relations between hope, social support and positive emotions, which means that when the parents perceived their child's illness as less impactful on the family, they experienced higher levels of emotional well-being. Conclusion: A parent with social support resources and higher levels of hope experiences higher levels of positive perceptions regarding their child's illness. Higher levels of positive perceptions allow the parent to express more positive than negative emotions, thus maintaining a more optimal level of subjective emotional well-being. The findings offer implications for healthcare teams to enhance sensitivity to parents' needs and to help parents attain more resources, positive perceptions, and well-being.

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