The concept of life satisfaction across cultures: An IRT analysis

The present study examined measurement equivalence of the Satisfaction with Life Scale between American and Chinese samples using multigroup Structural Equation Modeling (SEM), Multiple indicator multiple cause model (MIMIC), and Item Response Theory (IRT). Whereas SEM and MIMIC identified only one biased item across cultures, the IRT analysis revealed that four of the five items had differential item functioning. According to IRT, Chinese whose latent life satisfaction scores were quite high did not endorse items such as “So far I have gotten the important things I want in life” and “If I could live my life over, I would change almost nothing.” The IRT analysis also showed that even when the unbiased items were weighted more heavily than the biased items, the latent mean life satisfaction score of Chinese was substantially lower than that of Americans. The differences among SEM, MIMIC, and IRT are discussed.     

Testing the Relationship Between Parents’ and Their Children’s Subjective Well-Being

Casas et al. (J Happiness Stud 9(2):197–205, 2008) found no significant relationship between paired answers given by parents and their 12–16-year-old children (N?=?266) for a single-item scale on overall life satisfaction (OLS). However, a significant, but low (.19) parent–child relationship did appear for the PWI multi-item scale. Overall, children reported higher subjective well being than parents. In this article, we present the results obtained from confirmatory factor analysis (CFA), using more scales and a bigger sample (N?=?1,250) of paired parents and children. The study uses three multiple-item scales: the PWI, the SWLS and the BMSLSS, and six single-item scales: the OLS, two items from Russell’s scale on core affects, one on overall happiness, Fordyce’s happiness item and the optional item of the BMSLSS on overall life satisfaction. Separate CFA for each of the 3 multi-item scales showed good fit statistics. In order to check comparability between parents and children, we tested equal loading and intercept constraints. The models with restricted loadings fit only for the PWI and BMSLSS, but none of the models with restricted intercepts fit. Therefore, it was only possible to estimate two factor correlations for parents and their children, both very low (.16 for the PWI, .18 for BMSLSS), and it was not possible to compare factor means. When correlating scores from the 6 single-item scales for parents and children, they were all found to be significant but very low. As regards items from the multiple-item scales for parents and children many correlations are positive and significant, although very low, but others are non significant. The means of some items were substantially higher for children than for parents. For some items, differences were minor, non-significant or even reversed. All of the results suggest that parents’ well-being is very weakly related to their own children’s well-being, in spite of socialization, common material welfare and genetic influences. However, one outstanding result is that in our Catalan sample, parents’ well-being seems to have a greater influence on their female child’s well-being than on their male child’s.     

Examining the Cross-National Measurement Invariance of the Extended Satisfaction with Life Scale in the United States and Hungary

The measurement invariance properties of four domains from the Extended Satisfaction with Life Scale (ESWLS) were examined in samples of young adults from the United States and Hungary. The four domains (scales) were general life satisfaction, social life satisfaction, family life satisfaction, and satisfaction with one’s self. For both countries, confirmatory factor analyses supported a correlated four-factor model, with each ESWLS domain constituting a single independent factor. Multigroup invariance testing provided support for both configural invariance and metric invariance, suggesting that across the U.S. and Hungarian samples the four ESWLS scales evidenced the same pattern of factor loadings as well as largely equivalent regression weights. These results suggest that respondents in both countries attributed the same meaning to the ESWLS constructs and that associations between the four ESWLS scales and other variables can be meaningfully compared across the two nations. Latent factor analyses indicated that with the exception of the correlation between general- and self-satisfaction, which was higher for the U.S., the magnitudes of the correlations between ESWLS domains were similar for the U.S. and Hungary. Possible explanations for the lack of measurement invariance across all of the nested models (i.e., item intercepts through residuals) are discussed.     

Assessment of Psychopathic Traits in Singaporean Adolescents: Validation of the Antisocial Process Screening Device (APSD)

There is little knowledge available concerning psychopathic traits in Asian adolescents; a lack of a suitable measurement instrument for assessing psychopathy in Asian societies may account for this. This study aimed to validate a widely used scale in the West — the Antisocial Process Screening Device (APSD) — in Singaporean school-based and at-risk adolescents. Using an exploratory factor analysis (EFA) and a confirmatory factor analysis (CFA), this study examined the two-factor (i.e., grandiose-manipulative/impulsive traits and callous-unemotional traits) and three-factor (i.e., grandiose-manipulative traits, impulsivity, and callous-unemotional traits) models of the APSD in 1027 school-based and 113 at-risk adolescents. School samples are adolescents from three secondary schools, while at-risk samples are adolescents who manifest different types of delinquent behaviors and are either placed in more structured settings or need closer supervision although they have not violated the law. Gender invariance was further tested in the school-based sample by conducting a multigroup CFA. The convergent validity of the APSD was also investigated in the school-based sample. For the school-based adolescents, the APSD revealed that the three-factor model provided a superior fit over the two-factor model and the factorial invariance across gender. Significant relationships between the three dimensions of the APSD and aggression and delinquency support the convergent validity of the APSD. As for the at-risk adolescents, both the two- and three-factor models were acceptable, but the two-factor model was preferred as it was parsimonious and it aligned with the conceptualized characteristics of psychopathic traits. Findings suggest that the APSD is a reliable and sound instrument for measuring psychopathic traits in Asian school-based and at-risk adolescents.     

Model Fit and Item Factor Analysis: Overfactoring,Underfactoring, and a Program to Guide Interpretation

In exploratory item factor analysis (IFA), researchers may use model fit statistics and commonly invoked fit thresholds to help determine the dimensionality of an assessment. However, these indices and thresholds may mislead as they were developed in a confirmatory framework for models with continuous, not categorical, indicators. The present study used Monte Carlo simulation methods to investigate the ability of popular model fit statistics (chi-square, root mean square error of approximation, the comparative fit index, and the Tucker–Lewis index) and their standard cutoff values to detect the optimal number of latent dimensions underlying sets of dichotomous items. Models were fit to data generated from three-factor population structures that varied in factor loading magnitude, factor intercorrelation magnitude, number of indicators, and whether cross loadings or minor factors were included. The effectiveness of the thresholds varied across fit statistics, and was conditional on many features of the underlying model. Together, results suggest that conventional fit thresholds offer questionable utility in the context of IFA.     

Method effects: the problem with negatively versus positively keyed items

Using confirmatory factor analyses, we examined method effects on Rosenberg's Self-Esteem Scale (RSES; Rosenberg, 1965) in a sample of older European adults. Nine hundred forty nine community-dwelling adults 60 years of age or older from 5 European countries completed the RSES as well as measures of depression and life satisfaction. The 2 models that had an acceptable fit with the data included method effects. The method effects were associated with both positively and negatively worded items. Method effects models were invariant across gender and age, but not across countries. Both depression and life satisfaction predicted method effects. Individuals with higher depression scores and lower life satisfaction scores were more likely to endorse negatively phrased items.     

Method Effects: The Problem With Negatively Versus Positively Keyed Items

Using confirmatory factor analyses, we examined method effects on Rosenberg's Self-Esteem Scale (RSES; Rosenberg, 1965) in a sample of older European adults. Nine hundred forty nine community-dwelling adults 60 years of age or older from 5 European countries completed the RSES as well as measures of depression and life satisfaction. The 2 models that had an acceptable fit with the data included method effects. The method effects were associated with both positively and negatively worded items. Method effects models were invariant across gender and age, but not across countries. Both depression and life satisfaction predicted method effects. Individuals with higher depression scores and lower life satisfaction scores were more likely to endorse negatively phrased items.     

The Satisfaction with Life Scale in Adolescent Samples: Measurement Invariance across 24 Countries and Regions,Age, and Gender

Measurement of adolescent life satisfaction across cultures has not received much attention in previous empirical research. The present study evaluated measurement invariance of the Satisfaction with Life Scale (SWLS) among adolescents in 24 countries and regions (N = 22,710; age range = 13–19 years; 53% female). A single-factor model with residual covariance between a pair of items tapping past life satisfaction fitted well in 19 countries and regions and showed a partial metric invariance. In a subset of nine countries and regions, partial scalar invariance was supported. Partial metric invariance across all 24 countries and regions was achieved when custom model modifications in five countries and regions were included. Three SWLS items showed evidence of noninvariance across cultures. The measurement model was found to operate similarly across gender and age. Our findings suggest that caution is needed when using the SWLS for measuring life satisfaction among adolescents from different cultures.

     

Comparison of several shortened versions of the EMBU: exploratory and confirmatory factor analyses

The aim of the present study was to analyze the psychometric properties of different versions of the EMBU (Egna Minnen av Barndoms Uppfostran – My memories of upbringing) in a non-clinical sample of adolescents. The factor structure of the questionnaire was studied by means of more adequate exploratory and confirmatory factor procedures in order to ascertain which version achieves a better fit to data. The 64-item version of the EMBU was administered to a non-clinical sample of 832 adolescents. Exploratory and Confirmatory factor analyses were carried out for successive versions of 64, 37, 24 and 23 items. The theoretical four-factor structure of the 64-item version is not replicated in a factor analysis through principal axis extraction with direct oblimin rotation. The "Favoring Subject" factor was not found. 37 items present loadings equal to or larger than 0.30 for the "Rejection", "Emotional Warmth" and "Overprotection" factors. A re-analysis of these items shows a clear three-factor structure. When Arrindell et al .'s (1999 ) 23-item version was analysed, the three expected factors were also found. Confirmatory factor analyses allow us to reduce the 36-item version to a shorter one of 24 items. This last version achieves the best fit to data, including the 23-item version. The new 24-item version improves the construct validity of the EMBU and presents similar reliability coefficients.     

A short and very short form of the physical self-inventory for adolescents: Development and factor validity

ObjectivesThe Physical Self-Inventory (PSI)—a French adaptation of the Fox and Corbin's [1989. The Physical Self-Perception Profile: Development and preliminary validation. Journal of Sport and Exercise Psychology, 11, 408–430] Physical Self-Perception Profile—was originally developed for use with adults and no study has systematically verified its psychometric properties in adolescent populations. Additionally, this instrument remains too long to be efficiently completed in combination with multiple other instruments within extensive longitudinal or idiographic studies. The purpose of the present investigation was thus threefold: (a) testing the factor validity and reliability of the original PSI in a sample of adolescents; (b) developing and testing the factor validity and reliability of a very short (i.e., two items per scale) form of the PSI in a sample of adolescents; and (c) testing the equivalence of the factor pattern, structural parameters, latent mean structure, and criterion-related validity of both forms of the PSI.DesignStructural equation modeling approach.MethodTwo samples participated in this series of studies. In Study 1, a sample of 1018 adolescents completed the adult PSI (25 items) and was randomly split in two sub-samples. In Study 2, a new sample of 320 adolescents completed a very short form of the PSI (PSI-VSF). Factorial validity and gender and multigroup invariance of these instruments (PSI, PSI-VSF) were tested using confirmatory factorial analysis (CFA) and structural equation modeling (SEM).ResultsIn Study 1, CFA and SEM analyses provided evidence for the factor validity and reliability of a short (PSI-SF: 18 items) and very short (PSI-VSF: 12 items) form of the PSI for adolescents. In Study 2, CFAs and SEMs supported the equivalence of the factor pattern, structural parameters, latent mean structure, and criterion-related validity of both forms of the PSI (i.e., PSI-SF, PSI-VSF).ConclusionThe present results thus provide preliminary evidence regarding the reliability and validity of a short and a very short form of the PSI for French adolescents.     

Mathematics—a Critical Filter for STEM-Related Career Choices? A Longitudinal Examination among Australian and U.S. Adolescents

Although women have made progress in entering scientific careers in biology, they remain underrepresented in mathematically intensive fields such as physics. We investigated whether gender differences in mathematics motivation and socialisers’ perceptions impacted choices for diverse STEM careers of varying mathematical intensity. Drawing on expectancy-value theory, we tested structural equation models in which adolescents’ preferred careers related to each of physics, biology, chemistry, and mathematics were predicted by prior mathematical performance, motivations, and mothers’ perceptions. We explored potential differences in gendered processes of influence using multigroup models. Samples were 331 Australian adolescents followed from 9th to 11th grade in 1998 and 277 U.S. adolescents from 9th to 12th grade in 2009–10. In both samples female adolescents preferred biological careers more than males did; male adolescents preferred physics-related careers and also mathematical careers in the Australian sample. Mothers’ perceptions were important to female and male adolescents’ mathematics motivations; gendered motivations were more evident in the Australian sample. Mathematics interest played the strongest role in male adolescents’ preferred careers, whereas actual or perceived mathematical achievements were most important for females, demonstrating the impacts of mathematical motivations on preferences for diverse STEM careers.     

青少年心理韧性量表的编制和效度验证

心理韧性（resilience）是积极心理学的热点课题。虽然国外已有很多测量工具,但在中国群体中的适用性未得到支持。基于心理韧性的过程模型,通过访谈法开发适合我国青少年群体的心理韧性测量工具。通过访谈25名经历过较大负性生活事件而又适应良好的中学生,编制出100个题目,在283名青少年中初测,通过项目鉴别度分析和探索性因素分析,保留了27个题目,包含目标专注、情绪控制、积极认知、家庭支持和人际协助五个因子,α均大于0.7。复测样本包含420名青少年,验证性因素分析支持了量表的结构效度,二阶因素分析发现前3个因子属于个人力,后2个因子属于支持力。以其他心理韧性量表（RS）和中学生生存质量为关联效标,皮尔逊相关分别为0.53和0.49,支持了量表的外部效度。文章最后讨论了我国青少年心理韧性结构的文化意义及量表的应用范围     

Ingroup Experts and Peers as Social Vaccines Who Inoculate the Self-Concept: The Stereotype Inoculation Model

Individuals’ choice to pursue one academic or professional path over another may feel like a free choice but is often constrained by subtle cues in achievement environments that signal who naturally belongs there and who does not. People gravitate toward achievement domains that feel like a comfortable fit because they are in sync with ingroup stereotypes and away from other domains that feel like an uncomfortable fit because they deviate too far from ingroup stereotypes. Even individuals who are high performers may lack confidence in their ability and withdraw from certain achievement domains—performance and self-efficacy do not always go hand in hand. What factors might release these constraints and enhance individuals’ freedom to pursue academic and professional paths despite stereotypes to the contrary? The present article addresses this question using a new theoretical lens—the stereotype inoculation model—that reveals how ingroup members (experts and peers in high-achievement settings) function as “social vaccines” who increase social belonging and inoculate fellow group members’ self-concept against stereotypes. The model integrates insights from several literatures in social psychology and organizational behavior to articulate predictions accompanied by supporting evidence about when ingroup experts and peers serve as social vaccines and the underlying psychological mechanisms. The article concludes by identifying directions for future research, possible interventions, and policy implications of the model.     

Bullying,Cyberbullying, Student Life Satisfaction and the Community of Chilean Adolescents

Feeling support from the community is a vital aspect of adolescents’ quality of life. Negative experiences at school, such as bullying and cyberbullying can have an adverse impact on adolescents’ life satisfaction that can expand to different domains of their lives including community variables. The goal of the present study was to examine the association between peer victimization, life satisfaction and community support among Chilean adolescents. We used a sample of 497 youths enrolled in grades 9 to 12 of public and private schools in different Chilean districts. Results indicate a negative association between bullying and cyberbullying behavior on community support through life satisfaction. Peer victimization can have negative consequences for youths at a personal level on their assessments of life satisfaction, which can expand to feeling less support from the community. Feeling less support from the community can be detrimental to healthy youth development and adolescents’ quality of life. Community prevention efforts can thus provide emotional support for youth victims of bullying and cyberbullying.

     

Early adolescents’ personality and life satisfaction: A closer look at global vs. domain-specific satisfaction

We examined relations between US early adolescents’ major personality traits and global life satisfaction (LS) and satisfaction in five specific domains (i.e., family, friends, school, self, living environment). A sample of 344 7th graders completed the Adolescent Personal Style Inventory (Lounsbury et al., 2003), which assesses the Big Five traits of neuroticism, extraversion, openness, agreeableness, and conscientiousness. Furthermore, participants completed the Students’ Life Satisfaction Scale (Huebner, 1991) and the Multidimensional Students’ Life Satisfaction Scale (Huebner, Zullig, & Saha, 2012), assessing global and domain-specific satisfaction, respectively. Neuroticism (inversely), and conscientiousness, agreeableness, and extraversion (positively) were uniquely associated with early adolescents’ global LS, with neuroticism showing the strongest association. With respect to domain-specific satisfaction, neuroticism (inversely) and conscientiousness (positively) were uniquely related to satisfaction in all five domains. Extraversion displayed the strongest, unique (positive) association with friend and self-satisfaction reports. Openness displayed the strongest, unique (positive) association with school satisfaction. Agreeableness demonstrated a unique (positive) association with family satisfaction. The results demonstrated the importance of neuroticism in understanding early adolescents’ global LS, while the personality variables revealed varying patterns of relationships with domain-specific satisfaction reports.     

Mothering,Fathering, and Italian Adolescents’ Problem Behaviors and Life Satisfaction: Dimensional and Typological Approach

In this study, we explored the relationship between mothering, fathering and Italian adolescents’ problem behaviors and life satisfaction by using both typological and dimensional approaches. From a typological perspective, we examined variations in adolescent adjustment as a function of maternal and paternal parenting styles. From a dimensional perspective, we examined the relationships between crucial dimensions of perceived mothering and fathering (acceptance and strictness) and their contribution to adolescents’ adjustment, for girls and boys separately. A total of 213 adolescents (99 boys and 114 girls), aged from 14 to 16 years of age, completed self-report measures on perceived parenting styles, internalizing and externalizing behaviors, and life satisfaction. Overall, the results confirmed the relationship between maternal and paternal styles and adolescents’ adjustment. Still, the data have not led to the identification of an optimal parenting style among the Italian adolescents because the authoritative, the authoritarian, and the indulgent styles emerged as most favorable in relation to the different dimensions of adjustment and life satisfaction, whereas the neglectful style was most linked to behavioral problems and to low satisfaction. When the focus was on the dimensions, the results showed that for boys, maternal and paternal strictness were negatively related to behavioral problems—both internalizing and externalizing—and positively related to general satisfaction. Meanwhile, for girls, maternal and paternal strictness were negatively related only to externalizing problems. Paternal acceptance was negatively related to girls’ behavioral problems, while maternal acceptance was positively related to girls’ general satisfaction.     

A generalized,likelihood-free method for posterior estimation

Recent advancements in Bayesian modeling have allowed for likelihood-free posterior estimation. Such estimation techniques are crucial to the understanding of simulation-based models, whose likelihood functions may be difficult or even impossible to derive. However, current approaches are limited by their dependence on sufficient statistics and/or tolerance thresholds. In this article, we provide a new approach that requires no summary statistics, error terms, or thresholds and is generalizable to all models in psychology that can be simulated. We use our algorithm to fit a variety of cognitive models with known likelihood functions to ensure the accuracy of our approach. We then apply our method to two real-world examples to illustrate the types of complex problems our method solves. In the first example, we fit an error-correcting criterion model of signal detection, whose criterion dynamically adjusts after every trial. We then fit two models of choice response time to experimental data: the linear ballistic accumulator model, which has a known likelihood, and the leaky competing accumulator model, whose likelihood is intractable. The estimated posterior distributions of the two models allow for direct parameter interpretation and model comparison by means of conventional Bayesian statistics—a feat that was not previously possible.     

Measuring Mental Wellbeing Among Adolescents: A Systematic Review of Instruments

Globally, promoting mental wellbeing among adolescents is of great public health and social significance. However, less is known about advances in measures of mental wellbeing, relevant for use in mental health interventions, which are age-appropriate and acceptable for use among adolescents. Comprehensive assessment includes multiple aspects of mental wellbeing, as well as positive indicators of feeling and functioning. This review used systematic review methods, guided by PRISMA, to identify and assess comprehensive instruments in terms of their content, conceptual relevance for youth, and responsiveness to change. Ryan and Deci’s framework for mental wellbeing, grounded in hedonic and eudaimonic perspectives, was applied to assess the preponderance of feeling and functioning items for each instrument. The review identified 11 instruments that fit specified inclusion criteria. Only four of the scales were developed for adolescents. Though the scales varied in their preponderance of items, all scales encompassed at least one indicator of both feeling and functioning. Findings emphasize the importance of validating adult-developed instruments for youth and ensuring the instrument’s cultural and conceptual relevance within groups of adolescents. As promoting mental wellbeing becomes critical to the field of practice, practitioners need access to relevant and acceptable measures.     

The adolescent friendship structure inventory (AFSI): A review and empirical consolidation of existing measures

Abstract

The aim of this study was to empirically consolidate previous friendship measures in order to identify a set of items to include in a tool for assessing positive and negative qualities of adolescents’ friendships. Existing self-report measures were identified and 91 items were selected from the measures. Following a pilot study undertaken to reduce the number of items for use in a larger study, the primary study included 415 Australian adolescents (249 boys and 166 girls, aged 12–17 years) who completed a questionnaire at school. The questionnaire included a reduced set of 47 of the 91 items. Exploratory factor analysis was conducted with 50% of the sample (n = 208). In the final factor analysis, 26 items loaded highly on one of four factors. The factors were labeled emotional support, positive interactions, coercive power, and conditional social regard. The factor structure was confirmed with the other 50% of the sample (n = 207). This confirmatory factor model had a good fit to the data and the four subscales on the new Adolescent Friendship Structure Inventory (AFSI) had sound inter-item correlations. In addition, the AFSI subscales were validated against a measure of friendship satisfaction, with all four subscales associated with satisfaction in the expected direction.     

Parceling Cannot Reduce Factor Indeterminacy in Factor Analysis: A Research Note

Parceling—using composites of observed variables as indicators for a common factor—strengthens loadings, but reduces the number of indicators. Factor indeterminacy is reduced when there are many observed variables per factor, and when loadings and factor correlations are strong. It is proven that parceling cannot reduce factor indeterminacy. In special cases where the ratio of loading to residual variance is the same for all items included in each parcel, factor indeterminacy is unaffected by parceling. Otherwise, parceling worsens factor indeterminacy. While factor indeterminacy does not affect the parameter estimates, standard errors, or fit indices associated with a factor model, it does create uncertainty, which endangers valid inference.