Measuring well-being: A comparison of subjective well-being and PERMA

We compared Seligman’s PERMA model of well-being with Diener’s model of subjective well-being (SWB) to determine if the newer PERMA captured a type of well-being unique from the older SWB. Participants were 517 adults who completed self-report measures of SWB, PERMA, and VIA character strengths. Results from four analytic techniques suggest the factor underlying PERMA is capturing the same type of well-being as SWB. Confirmatory factor analysis yielded a latent correlation of r = 0.98 between SWB and PERMA. Exploratory structural equation modeling found two highly related factors (r = 0.85) that did not map onto PERMA and SWB. SWB and PERMA factors showed similar relationships with 24 character strengths (average correlation difference = 0.02). Latent profile analyses yielded subgroups of people who merely scored high, low, or mid-range on well-being indicators. Our findings suggest that while lower-order indicators SWB and PERMA have unique features, they converge onto a single well-being factor.     

The relation between emotional intelligence and subjective well-being: A meta-analytic investigation

This meta-analysis includes studies concerning the relationships between emotional intelligence (EI) and subjective well-being (SWB). A total of 25 studies with 77 effect sizes and a combined sample of 8520 participants were found. The results provided evidence of a positive significant relationship between EI and SWB (? = 0.32). This relationship was found to be higher in studies using self-report mixed EI instruments (? = 0.38), than with in studies using self-report ability EI instruments (? = 0.32) and performance-based ability EI instruments (? = 0.22). When examining EI measures, there was a larger association between EI and the cognitive component of SWB (? = 0.35) than with the affective component (? = 0.29). There is a need for further research with other evaluation methods to achieve a better understanding of the relationship between EI and SWB.     

How to work out and avoid procrastination: The role of goal focus

This 8-week longitudinal experience sampling study with N = 346 participants (n = 242 completers) of a high-intensity interval training program explored how goal focus (i.e., a focus on the process vs. outcome of goal pursuit) is related to procrastination and successful goal pursuit. Specifically, the study investigated the association between goal focus and participants' adherence to their workout plans (i.e., procrastination), their immediate experience during the workout (e.g., pleasantness), and their intentions to work out when they were procrastinating. Moreover, the study examined how process and outcome focus are linked to overall goal achievement, workout satisfaction, and objective fitness gains. Converging with previous research, results suggest that adopting a process focus is adaptive. In addition, the analyses revealed some positive relationships between outcome focus and immediate indicators of successful goal pursuit. However, in contrast to process focus, outcome focus was not related to the overall measures and even seemed maladaptive once people were procrastinating.     

Subjective Well-Being and Self-Reported Health in Osteoarthritis Patients Before and After Arthroplasty

The main aim of the current study is to examine the changes in the components of subjective well-being (SWB) over time in patients with osteoarthritis who have undergone total hip or knee replacement surgery (arthroplasty). We are also interested in determining whether pre-operative ratings of self-reported health (SRH) status, as well as change in health status, can serve as predictors for postoperative levels of SWB. To this end, 50 participants who had been admitted to a hospital for arthroplasty completed the measures twice—first at the clinic one day before the surgery, and then at home approximately 4.5 months after the surgery. Despite the fact that there were substantial improvements in participants’ health and physical functioning after the arthroplasty, there were no changes in their ratings of general SRH, life satisfaction (LS), or negative affect (NA). The only change in SWB scores was in the level of positive affect (PA), which was significantly higher after surgery compared with the pre-operative measurement. LS, NA, and PA scores after arthroplasty were differentially predicted by health ratings, showing that, it is the cognitive-evaluative component of SWB (i.e., LS) that is mostly responsible for the association between general SRH and SWB while affective components (i.e., NA and PA) are primarily related to more specific health indicators. Our findings can assist physicians in their efforts to provide more realistic expectations for their patients undergoing surgery in terms of the physical and psychological outcome.     

Neuroticism, extraversion, goals, and subjective well-being: Exploring the relations in young, middle-aged, and older adults

The positive association between intrinsic, as opposed to extrinsic, goal importance and Subjective Well-Being (SWB) is well-documented. However, less is known whether these associations are consistent across age groups and when simultaneously considering personality traits. Structural equation models conducted with young, middle-aged, and older adults indicated that neuroticism was negatively related to SWB across age groups, while extraversion and intrinsic goal importance held age-differential associations: Extraversion was related to SWB in the two younger age groups, whereas in older adults only an indirect effect emerged via intrinsic goal importance. Intrinsic goal importance was related to SWB among young and older adults but not among middle-aged adults. These results underscore the importance of age-differential associations in determinants of SWB.     

Is Disciplinary Culture a Moderator Between Materialism and Subjective Well-being? A Three-Wave Longitudinal Study

To clarify the influence of disciplinary culture on the materialism–subjective well-being (SWB) relationship, as well as the relationship between changes in materialism and changes in SWB, the current longitudinal study tracked the levels of materialism and SWB among first-year undergraduates for 12 months. A total of 218 participants from a congruent disciplinary culture (i.e., business school) and 210 participants from an incongruent disciplinary culture (i.e., engineering school) provided ratings on the Material Values Scale, the Satisfaction with Life Scale, and the Positive and Negative Affect Schedule in three waves. The following results were obtained: (1) the interaction effect of disciplinary culture and time was significant. In Wave 3, the level of materialism in business school was significantly higher than that in engineering school, but this difference was not found in Waves 1 and 2; (2) the negative relationship between materialism and SWB remained stable over time and was not moderated by disciplinary culture. Moreover, disciplinary culture did not moderate the relationship between changes in materialism and changes in SWB. The above findings indicate that disciplinary culture influences the development of materialism but not the materialism–SWB relationship in the long term.     

Religion and Subjective Well-Being: Western and Eastern Religious Groups Achieved Subjective Well-Being in Different Ways

Culture can moderate which variables most influence subjective well-being (SWB). Because religion can be conceptualized as culture, religious differences can be considered cultural differences. However, there have been few studies comparing how different religious groups evaluate SWB at any given time. This study is among the first to investigate this issue. The present study compared Buddhists, Taoists, Christians, and atheists. In addition to demographic items, 451 Chinese adults completed Chinese version of the Socially Oriented Cultural Conception of SWB Scale. Religious belief was distributed as follows: 10 % Christian, 20 % Buddhist, 25 % Taoist, and 43 % atheists. As predicted, the socially oriented cultural conception of SWB was found to be highest among Buddhists, followed in order by Taoists, atheists, and Christians. It was concluded that the various religious groups achieved SWB in different ways.     

Debt and Subjective Well-being: The Other Side of the Income-Happiness Coin

To spur research on the topic of debt and its consequences, we conducted a systematic review to integrate the different conceptualizations of debt and to develop a conceptual model explaining mechanisms through which debt influences subjective well-being (SWB). Our conceptual model weaves two common themes from the prior literature: (a) a bottom-up spillover perspective where debt affects SWB via the financial domain (and possibly other life domains that are negatively affected through spillover); and (b) a resource perspective wherein debt is a strain on financial resources which, in turn, lowers SWB. Further, we review past empirical studies assessing the linkage between debt and SWB. A majority of associations (90 %), from 20 studies, revealed at least one significant negative effect between debt and SWB. Further, a random effects meta-analysis of seven studies showed a small relationship between debt and SWB (r = ?.07), although there also appear to be critical moderators such as levels of debt, source of debt, and overall financial resources. To test our conceptual model, we conduct a moderated mediation analysis of a large scale representative sample of college graduates with Internet access in the United States (N = 2781) to examine the effects of student loans on SWB. Debt and income accounted for 40 and 60 % of the predicted variance of life satisfaction, respectively. In addition, the bottom-up perspective and resource perspectives were supported. One critical limitation is that there are not many studies on debt and SWB. Future areas for research are discussed.     

Why do I feel this way? Attributional assessment of happiness and unhappiness

ABSTRACT

Much research has shown that how people explain events affects subjective well-being (SWB), in particular when they explain positive events as being due to internal, stable, and global factors, and negative events as being due to external, unstable, and local factors. In the current research, we asked: how do people explain their SWB itself, and how do such attributions in turn relate to SWB? In repeated measures studies 1 (N = 281) and 2 (N = 169) participants viewed happy feelings as more personally controllable, stable, and internally caused compared to unhappy feelings. In Study 3 (N = 142) participants made causal attributions about accurate SWB feedback, or about randomly assigned false (low or high) SWB feedback. Those in the false low-SWB feedback condition attributed their SWB to external and unstable factors controlled by others compared to those in the high-level feedback condition. In all three studies, attributing SWB to stable, personally controllable factors was positively associated with SWB.     

The Genetic Overlap and Distinctiveness of Flourishing and the Big Five Personality Traits

The growing evidence that subjective well-being (SWB) produces an array of beneficial outcomes has increased requests for recommendations on how to promote it. Evidence that all of SWB’s genetic variance overlaps with personality led to the strong claim that it is a ‘personality thing’ and that personality is the strongest predictor of SWB. However, studies do not include a comprehensive assessment that reflects eudaimonic as well as hedonic SWB. We revisit the question of SWB’s complete overlap with personality employing the tripartite model—emotional, psychological, and social—of SWB that, together, reflect Keyes’ (2002) model of flourishing. Data are from the Midlife in the United States national sample of 1,386 twins. Analyses were done using Mx to test Cholesky decomposition models and a two latent factor common pathway model. One-third of the total (72 %) heritability of flourishing and 40 % of its environmental variability are distinct from the big-five personality traits. We also find a low phenotypic association (mean r = .22) between the three dimensions of SWB and big-five personality traits despite substantial shared genetic etiology. In addition to non-trivial amounts of distinctive genetic and environmental variance and low phenotypic correlation, we point to limited investigation of reciprocal causation of SWB and personality. Psychologist should not yet conclude that SWB is a ‘personality thing’ anymore than personality might be a ‘well-being thing’.     

When Romantic Partners’ Goals Conflict: Effects on Relationship Quality and Subjective Well-Being

Most studies have explored goal pursuit from an intraindividual perspective; however, it is becoming increasingly clear that people’s relationships influence many aspects of goal pursuit (Fitzsimons and Finkel in Curr Direct Psychol Sci 19(2):101–105, 2010). The current study examined the influence of goal conflict between romantic partners on relationship quality and the subjective well-being of the partners. In a sample of 105 dating couples (N = 210) both partners provided ratings of their subjective well-being, relationship quality, and the degree of conflict they experience when trying to pursue their goals. Structural equation modeling was used to conduct dyadic analyses on the variables. Results showed that both partners’ reports of higher goal conflict were directly associated with lower relationship quality and lower subjective well-being. Lower relationship quality was, in turn, also associated with lower subjective well-being. Furthermore, one partner’s report of goal conflict was indirectly related to the other partner’s subjective well-being through relationship quality. These findings indicate that relational influences on goal pursuit have implications not only for goal pursuit but also for well-being and relationship quality.     

Subjective Well-Being as a Dynamic and Agentic System: Evidence from a Longitudinal Study

Subjective well-being (SWB) comprises individual differences in life satisfaction (LS), positive affect (PA), and negative affect (NA), and is typically conceptualized as an important life outcome. In contrast, Shmotkin (Rev Gen Psychol 9:291–325, 2005) proposed that SWB is a dynamic and agentic system that promotes optimal functioning, and is organized within individuals as configurations of LS, PA, and NA. We investigated three fundamental features of this novel framework. A 3-year, two-wave longitudinal study (N = 446 Canadian students; Mage = 18.67; 73 % female) was undertaken. The same set of five SWB configurations were observed at each time point, including congruous and incongruous profiles. Consistent with the hypothesized dynamic nature of the SWB system intraindividual stability in SWB configurations (operationalized in terms of categorical cluster membership and prototypicality scores) was moderate. In support of the proposed responsive nature of the SWB system, changes over time in individuals’ SWB configurations were predicted by changes in psychological, physical, and interpersonal functioning. Consonant with the proposed promotive role of the SWB system, positive functioning and changes in functioning over time were predicted by individuals’ SWB configurations and changes in configurations. The present work provides support for the proposed dynamic and agentic nature of SWB. Unique insights offered by a configural perspective on SWB are discussed.     

Be careful what you wish for but also why you wish for it – Goal-striving reasons and subjective well-being

Individuals’ subjective well-being (SWB) when attaining their goals is moderated by the characteristics of their goals. Two significant moderators are whether goals are approach or avoidance oriented and their content. Within the goal-setting literature, these characteristics have been applied to goals as such, focussing on what it is people try to achieve. However, they can equally be applied to analyse why individuals pursue their goals. By applying the dimensions of approach and avoidance orientation as well as goal content to the analysis of goal-striving reasons, a framework has been developed encompassing the following four goal-striving reasons: goals pursuit because of pleasure, for altruistic reasons, out of necessity and for self-esteem reasons. The empirical findings (N?=?174) show that goal-striving reasons are significantly associated with affective SWB. Therefore goal-striving reasons provide an additional level of analysis, when analysing the relation between goals and affective SWB.     

People higher in self-control do not necessarily experience more happiness: Regulatory focus also affects subjective well-being

A number of studies have shown that self-control is a key variable influencing subjective well-being (SWB). The present research demonstrated the effects of regulatory focus on SWB. Study 1 surveyed college students and found that (1) promotion-dominant people reported more SWB than prevention-dominant people, even after controlling for the effect of TSC as a covariate, and (2) the direct effect of promotion focus on SWB was significant, but the direct effect of prevention focus on SWB was not significant in the model with TSC as a mediator. Study 2 manipulated situational regulatory foci and required participants to execute a self-control task. The results showed that the two groups did not differ in task performance, or self-control, however, the promotion-focused group reported more task pleasure. These results indicate that promotion focused people are happier than prevention focused people during goal pursuit, that people can chronically and situationally benefit from promotion focus, and moreover, that people higher in self-control do not necessarily experience more SWB.     

The Psychometric Equivalence of the Personal Wellbeing Index for Normally Functioning and Homeostatically Defeated Australian Adults

Understanding subjective wellbeing (SWB) at the population level has major implications for governments and policy makers concerned with enhancing the life quality of citizens. The Personal Wellbeing Index (PWI) is a measure of SWB with theoretical and empirical credentials. Homeostasis theory offers an explanation for the nature of SWB data, including the distribution of scores, maintenance and change over time. According to this theory, under normal conditions, the dominant constituent of SWB is Homeostatically Protected Mood (HPMood), which is held within a genetically determined range of values around a set-point. However, in extreme circumstances (e.g., financial hardship, chronic illness), HPMood may dissociate from SWB, as cognitive/emotional reactions to the cause of homeostatic challenge assume control over SWB. This study investigates two groups as people scoring in the positive range for SWB and people who are likely to be experiencing homeostatic defeat/challenge. We test whether the reduced influence of HPMood on SWB due to homeostatic defeat has implications for the validity of SWB measurement. Participants were 45,192 adults (52 % female), with a mean age of 48.88 years (SD = 17.35 years), who participated in the first 23 surveys of the Australian Unity Wellbeing Index over the years 2001–2010. Multiple regression analysis, multiple group confirmatory factor analysis, and Rasch modelling techniques were used to evaluate the psychometric performance of the PWI across the two groups. Results show that while the PWI functioned as intended for the normal group, SWB in the challenged group was lower across all PWI domains, more variable, and the domain scores lacked the strength of inter-correlation observed in the normal, comparison group. These changes are consistent with predictions based on homeostasis theory and one major implication of the findings is that SWB measures may not function equivalently across the entire spectrum of possible domain satisfaction scores.     

Rebound or Resignation: Developing a Predictive Model of Return to Subjective Wellbeing Set-Point

Though subjective wellbeing (SWB) is generally stable and consistent over time, it can fall below its set-point in response to adverse life events. However, deviations from set-point levels are usually only temporary, as homeostatic processes operate to return SWB to its normal state. Given that income and close interpersonal relationships have been proposed as powerful external resources that are coincident with higher SWB, access to these resources may be an important predictor of whether or not a person is likely to recover their SWB following a departure from their set-point. Under the guiding framework of SWB Homeostasis Theory, this study considers whether access to a higher income and a committed partner can predict whether people who score lower than normal for SWB at baseline will return to normal set-point levels of SWB (rebound) or remain below the normal range (resigned) at follow-up. Participants were 733 people (53.3 % female) from the Australian Unity Longitudinal Wellbeing Study who ranged in age from 20 to 92 years (M = 59.65 years; SD = 13.15). Logistic regression analyses revealed that participants’ demographic characteristics were poor predictors of whether they rebounded or resigned. Consistent with homeostasis theory, the extent of departure from the proposed normal SWB set-point at baseline was significantly associated with rebound or resignation at time 2. These findings have implications for the way that SWB measures can be used in professional practice to identify people who are particularly vulnerable to depression and to guide the provision of appropriate and effective therapeutic interventions.     

Can Romantic Relationship Quality Mediate the Relation Between Psychopathy and Subjective Well-Being?

The relations between psychopathy, romantic relationships, and well-being were investigated in 431 undergraduates. For both males and females, various components of romantic relationship quality were positively correlated with subjective well-being (SWB) and negatively correlated with ill-being. However, only for females was overall romantic relationship quality positively correlated with life satisfaction, happiness and positive affect, and negatively correlated with negative affect and depression. High levels of psychopathy were found in 23.1 % of males and 7.4 % of females. Psychopathy accounted for significant variance in overall relationship quality (7.0 %), commitment (14.1 %), satisfaction (9.3 %), romance (10.7 %) and trust (6.4 %) in romantic relationships for males and in overall relationship quality (3.2 %), commitment (5.3 %), and trust (5.9 %) for females. Romantic relationship quality was able to mediate the relations between psychopathy and SWB and this mediation was moderated by gender.     

The relation of economic status to subjective well-being in developing countries: a meta-analysis

The current research synthesis integrates the findings of 111 independent samples from 54 economically developing countries that examined the relation between economic status and subjective well-being (SWB). The average economic status-SWB effect size was strongest among low-income developing economies (r = .28) and for samples that were least educated (r = .36). The relation was weakest among high-income developing economies (r = .10) and for highly educated samples (r = .13). Controlling for numerous covariates, the partial r effect size remained significant for the least-educated samples (pr = .18). Moderator analyses showed the economic status-SWB relation to be strongest when (a) economic status was defined as wealth (a stock variable), instead of as income (a flow variable), and (b) SWB was measured as life satisfaction (a cognitive assessment), instead of as happiness (an emotional assessment). Findings were replicated with a meta-analysis of the World Values Survey data. Discussion centers on the plausibility of need theory, alternative explanations of results, interpretation of moderators, and directions for future research.     

Means or outcomes? Goal orientation predicts process and outcome focus

Previous research has demonstrated that the representation of goals primarily in terms of means (process focus) compared to outcomes of goal pursuit (outcome focus) increases across the lifespan. Nothing is known, however, about the processes underlying this age-related difference. The current study investigates age-related differences in growth and maintenance orientation as one of the factors contributing to age-related differences in goal focus. A self-report study (N = 123, 18 to 82 years, M = 48.59) presents first evidence that process focus is predicted by maintenance goal orientation, whereas outcome focus is predicted by growth goal orientation. Moreover, maintenance goal orientation mediates the positive association of age and process focus. Results are discussed taking a functional perspective of the role of goal orientation in age-related differences in goal focus.