scholarly journals A Longitudinal Study on Multidimensional Resilience to Physical and Psychosocial Stress in Elderly Mexicans

2020 ◽  
Vol 32 (10) ◽  
pp. 1450-1463 ◽  
Author(s):  
Jan Höltge ◽  
Rafael Samper-Ternent ◽  
Carmen García-Peña ◽  
Luis Miguel Gutiérrez-Robledo
Keyword(s):  
Psychosocial Stress ◽  
Latent Class ◽  
Well Being ◽  
Subjective Well Being ◽  
Net Worth ◽  
Early Predictors ◽  
Ecological Resources ◽  
Aging Study ◽  
Context Specific ◽  
Latent Class Growth

Objectives: To identify trajectories of depression and daily disability in the context of serious falls and widowhood and to predict those trajectories before the events occurred. Methods: Longitudinal data were used from the Mexican Health and Aging Study. Trajectories were estimated using latent class growth analysis. Internal and socio-ecological resources were analyzed as predictors of the trajectories. Results: Unfavorable (worsening of symptoms and chronic high symptoms) and favorable (improvement of symptoms and stable low symptoms (resistance)) trajectories were identified. Favorable trajectories were more likely for daily disability. Persons who showed resistance in depression also tended to show resistance in daily disability. Net worth, cognition, and subjective well-being were early predictors for most trajectories. Discussion: Besides resistance, individuals rather show different co-occurring trajectories in the studied outcomes. While some factors could be identified that lead to favorable trajectories in both stressful contexts, the study also shows the necessity for context-specific research and praxis.

scholarly journals PHYSIOLOGY OF SUCCESSFUL AGING: IMPLICATIONS FOR HEALTH AND WELL-BEING

2019 ◽  
Vol 3 (Supplement_1) ◽  
pp. S434-S434
Author(s):  
Konstantinos Mantantzis ◽  
Denis Gerstorf ◽  
Thomas M Hess
Keyword(s):  
Older Adults ◽  
Successful Aging ◽  
Well Being ◽  
Empathic Accuracy ◽  
Future Research ◽  
Subjective Well Being ◽  
Use Of Data ◽  
Aging Study ◽  
Underlying Mechanisms ◽  
Relationship Factors

Abstract Research into peripheral physiology and its association with cognition, emotionality, and social/physical functioning has received considerable attention over the years. However, many of the underlying mechanisms are not well understood. In this symposium, we have compiled a set of four empirical projects that showcase current and future endeavors to address some of the long-standing questions about when, how, and why physiology shapes and is shaped by key psychosocial resources. Hawkley et al. make use of data from the NSHAP and HRS longitudinal studies to investigate whether social relationships such as number of friends predicts risk of diabetes among older adults. Wilson et al. use dyadic data from young and middle-aged couples to examine cardiometabolic similarity among spouses, and how such concordance is shaped by key relationship factors such as emotional closeness. Pauly et al. use data from two daily-life studies of older couples to investigate how physiological synchrony in cortisol is modulated by partner interactions, empathy, and empathic accuracy. Finally, Mantantzis et al. make use of multi-year longitudinal data from the Berlin Aging Study II to examine the role of glucose regulation capacity for trajectories of subjective well-being among older adults. Thomas Hess will discuss the importance of these papers, discuss strengths and weaknesses of the approaches chosen, and consider implications for future research.

Mood fluctuation in Antarctic expeditioners: does one size fit all?

Polar Record ◽  
2019 ◽  
Vol 55 (2) ◽  
pp. 93-101
Author(s):  
Clare Hawkes ◽  
Kimberley Norris ◽  
Jeff Ayton ◽  
Douglas Paton
Keyword(s):  
Growth Analysis ◽  
Quantitative Methods ◽  
Latent Class ◽  
Well Being ◽  
Latent Class Growth Analysis ◽  
Traditional Group ◽  
Latent Class Growth Model ◽  
Mood Fluctuation ◽  
Latent Class Growth ◽  
Insight Into

AbstractIt has long been argued that mood fluctuation patterns in Antarctic expeditioners are largely homogeneous. This research investigated mood fluctuation patterns throughout all the stages of Antarctic deployment using latent class growth analysis. Utilising advanced statistical methods, such as latent class growth analysis, can greatly help in identifying if mood fluctuation patterns experienced by Antarctic expeditioners are homogenous, and provide insight into mood fluctuation patterns, which was not possible with traditional group-based quantitative methods. Gaining a greater insight into mood fluctuation patterns in Antarctic expeditioners can assist with the development, and implementation of, strategies to assist with expeditioner well-being. The analysis was conducted on 423 expeditioner from the Australian Antarctic program between the 2005-2009 Antarctic deployment seasons. The results supported the notion that mood fluctuation patterns in expeditioners within the Australian-Antarctic programme were largely homogeneous, as a 1-class cubic latent class growth model was identified as being the optimal fit for the dataset. Theoretical and practical implications are discussed in relation to research and prevention and intervention strategies.

scholarly journals Latent Class Analysis of Mental Health in Middle Childhood: Evidence for the Dual-Factor Model

2020 ◽  
Vol 12 (4) ◽  
pp. 786-800
Author(s):  
Kimberly J. Petersen ◽  
Neil Humphrey ◽  
Pamela Qualter
Keyword(s):  
Mental Health ◽  
Latent Class Analysis ◽  
Conduct Problems ◽  
Middle Childhood ◽  
Mental Distress ◽  
Latent Class ◽  
Factor Model ◽  
Well Being ◽  
Subjective Well Being ◽  
Emotional Symptoms

Abstract Mental health is complex, comprising both mental distress and well-being. This study used latent class analysis to identify common combinations of mental distress and well-being (‘mental health classes’) among schoolchildren aged 8–9 years (N = 3340). Thirteen items, measuring a range of conduct problems, emotional symptoms, and subjective well-being, were included in the analysis. Four mental health classes were identified: (1) complete mental health (n = 1895, 57%), (2) vulnerable (n = 434, 13%), (3) emotional symptoms but content (n = 606, 18%), and (4) conduct problems but content (n = 404, 12%). The classes were reliably identified across different datasets, and for males and females. Differential relations with covariates indicated that mental health classes were distinct and externally valid. The results supported the dual-factor model of mental health, suggesting that mental distress and subjective well-being are separate continua. Three of the four possible combinations of high and low distress and subjective well-being posited by the dual-factor model were found using this inductive statistical method. Importantly, our analysis also revealed two ‘symptomatic but content’ groups, differentiated by symptom domain (internalising/externalising). The covariate analyses between mental health classes and sociodemographic factors, prior academic attainment, school connectedness, and peer support, indicated that there are nuanced relations between those variables and particular constellations of mental distress and well-being. As one of the few dual-factor studies to focus on middle childhood, the current study adds important new evidence that contributes to our understanding of the complexities of mental health among schoolchildren.

Stressors and Subjective Well-Being among Chinese Older Adults: Uncovering the Buffering Roles of Tangible Support Patterns

2020 ◽  
Vol 52 (1) ◽  
pp. 78-98
Author(s):  
Xupeng Mao ◽  
Liwei Zhang ◽  
Yuerong Liu
Keyword(s):  
Older Adults ◽  
Depressive Symptoms ◽  
Latent Class ◽  
Functional Dependence ◽  
Adult Population ◽  
Well Being ◽  
Poor Health ◽  
Subjective Well Being ◽  
Chinese Older Adults ◽  
Tangible Support

Using data from two waves of the China Health and Retirement Longitudinal Study ( N ≈ 5,500), this study used latent class analysis to identify tangible support patterns among Chinese older adults based on types and sources of support. Furthermore, multivariate regression was used to examine the stress-buffering roles of tangible support patterns in the relationships between two stressors (i.e., poor health and functional dependence) and older adults’ subjective well-being (i.e., depressive symptoms and life satisfaction). We found four distinct tangible support patterns (i.e., semitraditional, traditional, formal financial-spousal instrumental, and restricted) among Chinese older adults. Poor health and functional dependence were significantly associated with lower subjective well-being. The moderating role of support differed significantly by patterns. Two patterns, formal financial-spousal instrumental and restricted, mitigated or reversed the negative relationships between both stressors and older adults’ subjective well-being. In addition, the traditional Chinese support pattern reduced the positive relationship between poor health and depressive symptoms. Implications for the well-being of the Chinese older adult population are discussed.

Measuring Poverty: Context-Specific but not Relative

2010 ◽  
Vol 30 (3) ◽  
pp. 241-262 ◽  
Author(s):  
KRISTIAN NIEMIETZ
Keyword(s):  
Low Cost ◽  
National Level ◽  
Well Being ◽  
Poverty Line ◽  
Developed Countries ◽  
Median Income ◽  
Subjective Well Being ◽  
Absolute Poverty ◽  
The Poor ◽  
Context Specific

AbstractPoverty in developed countries is commonly defined in relative terms. It is argued that a relative definition formalises the insight that poverty is a context-specific phenomenon, and that the understanding of what constitutes poverty changes with overall economic development. Yet this article argues that tagging a poverty line to mean or median incomes does not automatically anchor it in its social context. Relative measures rely on the implicit assumptions that social norms are formed at the national level, and that median income earners set social standards. A comparison with studies on ‘Subjective Well-Being’ (SWB) shows that these assumptions are rather arbitrary. At the same time, relative indicators do not take account of changes in the product market structure that disproportionately affect the poor. If low-cost substitutes for expensive items become available, the poor will be relatively more affected than median income earners. Conventional ‘absolute poverty’ indicators will be equally dismissed for not solving these problems either. A combined ‘Consensual Material Deprivation’ and ‘Budget Standard Approach’ indicator will be proposed as a more robust alternative.

scholarly journals Suicidal Behavior in Adolescents: A Latent Class Analysis

2020 ◽  
Vol 17 (8) ◽  
pp. 2820
Author(s):  
Adriana Díez-Gómez ◽  
Alicia Pérez-Albéniz ◽  
Carla Sebastián-Enesco ◽  
Eduardo Fonseca-Pedrero
Keyword(s):  
Negative Affect ◽  
Latent Class Analysis ◽  
Suicidal Behavior ◽  
Behavioral Problems ◽  
Latent Class ◽  
Emotional Adjustment ◽  
Well Being ◽  
Emotional And Behavioral Problems ◽  
Class Analysis ◽  
Subjective Well Being

The main goal of the present study was to identify and validate latent classes of suicidal behavior in a representative sample of adolescents. The sample comprised a total of 1506 students, including 667 males (44.3%), selected through a sample stratified by clusters. The mean age was 16.15 years (SD = 1.36). The instruments used evaluated suicidal behavior, positive and negative affect, emotional and behavioral problems, prosocial behavior, and subjective well-being. Using the Paykel Suicide Scale, the latent class analysis identified four homogeneous subgroups: “low risk”, “suicidal act”, “suicidal ideation”, and “high risk for suicide”. These subgroups presented a differential pattern in terms of their social-emotional adjustment. The subgroups with the highest theoretical risk showed lower scores on subjective well-being and positive affect as well as higher scores on emotional and behavioral problems and negative affect compared to the non-risk subgroups. This study contributes to an understanding of the typologies of suicidal behavior among adolescents and the relationship with psychopathological adjustment. Ultimately, these findings may promote the development or improvement of early detection and prevention strategies in the suicidal behavior field in order to reduce the socio-economic burdens associated with suicide in young populations.

scholarly journals LC and LC-IRT Models in the Identification of Polish Households with Similar Perception of Financial Position

2021 ◽  
Vol 13 (8) ◽  
pp. 4130
Author(s):  
Ewa Genge
Keyword(s):  
Quality Of Life ◽  
Latent Class ◽  
Finite Mixture Models ◽  
Well Being ◽  
Family Type ◽  
Subjective Well Being ◽  
Financial Position ◽  
Irt Models ◽  
Latent Structures

One of the pillars of sustainable development is related to the elimination of poverty and improvement of quality of life. Financial situation of the households plays a crucial role in the subjective well-being, quality of life and overall satisfaction. According to most recent Eurostat data, Poland is one of the countries with the lowest level of subjective material well-being. In this paper we aim to find latent structures of Poles with similar tendency of self-reporting their income position additionally influenced by the socio-economic features and analyze the item characteristics of the questionnaire as well. To address the questions at hand, first we apply the variant of finite mixture models, i.e., latent class (LC) model for data from all, eight waves (2000–2015) of the Polish Household Panel. We are especially focused on the constrained version of the model under IRT parameterization. We compare the results for LC and LC-IRT models and show the influence of the covariates such as family type, socio-economic status and place of living on the probability of belonging to the three identified classes of Polish households, based both on multinomial and global logit parameterization. In this way we can show which types of families tend to be more satisfied with their financial position and those whose members are prone to belong to the worst situated group of Poles. Note that, we present the results for the data including survey weighs, being omitted in most of the studies concerning Polish financial well-being.

scholarly journals Health lifestyles and Chinese oldest-old’s subjective well-being—evidence from a latent class analysis

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Li Zhang ◽  
Xiangyang Bi ◽  
Zhihong Ding
Keyword(s):  
Mental Health ◽  
Latent Class Analysis ◽  
Latent Class ◽  
Healthy Lifestyle ◽  
Well Being ◽  
Class Analysis ◽  
Lifestyle Behaviors ◽  
Subjective Well Being ◽  
Health Lifestyles ◽  
Healthy Lifestyle Behaviors

Abstract Background Previous research on the associations between lifestyle behaviors and health has largely focused on morbidity, mortality and disease prevention. More attention should be paid to examining relationships between lifestyle behaviors and positive health outcomes such as well-being. The aim of the study was to classify Chinese oldest-old’s health lifestyles and evaluate the manner in which health lifestyles have impacted Chinese oldest-old’s subjective well-being. Methods Analyzing the 2014 Chinese Longitudinal Healthy Longevity Survey (CLHLS), latent class analysis was applied to identify predominant health lifestyles among Chinese oldest-old aged 85 to 105. Ordinary Least Square (OLS) regression models were used to assess the effects of health lifestyles on Chinese oldest-old’s subjective well-being, adjusting for socio-demographic characteristics. Results Four distinct classes representing health lifestyles emerged. Health lifestyles were found to be strongly associated with Chinese oldest-old’s subjective well-being, even after controlling for demographic features as well as individual and parental socioeconomic disadvantage. Findings showed that healthy lifestyle behaviors stimulated Chinese oldest-old’s positive feelings and led to better evaluative subjective well-being. In contrast, less healthy lifestyle behaviors can be a predictor of negative feelings. Conclusions The regression results highlighted the importance of integrating health lifestyle choices in promoting oldest-old’s psychological well-being. Elders can tackle healthier lifestyle behaviors in their daily lives to reduce the risk of mental health problems. Practicing healthy lifestyles should be integrated in programs for mental health promotion.

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