Soc Indic Res Research Articles

Global mental health: an improved measure of well-being in multiple languages

BackgroundAn increasing number of international organisations and national governments have committed to well-being promotion. Unfortunately, important questions regarding how to assess well-being are still unresolved, making policy implementation and evaluation difficult.MethodsThis research expanded on Huppert and So’s (Soc Indic Res. 110, 837–861 2013) multidimensional subjective well-being framework by investigating the replicability of the model in two non-European regions (South America, represented by Brazil and Colombia, and Eastern Africa, represented by Uganda), and the United Kingdom. Additionally, previous limitations of the framework were also addressed.ESS Round Six items were crucially improved in terms of temporal and response scale consistency. Bayesian approximate measurement invariance was applied on a sample of 381 young adult participants to test for consistency across countries.ResultsThe Huppert & So (Soc Indic Res. 110, 837–861 2013) model was found to fairly replicate across non-European regions, where meaningful differences in well-being patterns across regions were observed. Additionally, estimated well-being was related with other well-being measures (Five Ways): Learn and Connect were the strongest predictors of general well-being, with Take Notice and Give being associated with specific aspects of it.ConclusionsBased on this narrow sample of young adults, it appears the ten-item measure proposed by Huppert & So (Soc Indic Res. 110, 837–861 2013) is useful for assessing population mental health outside of Europe. This is only an initial attempt to assess qualities, so further testing should be done before applying at scale for identifying policy opportunities to address well-being of populations.

Importance of Health and Relative Importance of Satisfaction with One’s Own Health: A Case of Frail Immigrant Older Adults

The purpose of the current study is to investigate (1) the relative or perceived importance of health, and (2) the relative importance of health-related quality of life (HRQOL, in relation to satisfactions with other non-health-related life domains) in a longitudinal context. Based on longitudinal survey data of a group of frail immigrant older adults, this study found that (1) the perception of health being most important among major life domains did not vary with time, and (2) the fact that in comparison with satisfactions with other major life domains, satisfaction with one’s own health was not the strongest predictor of overall life satisfaction, did not vary with time either. These findings continue to support the main points suggested by Hsieh (Soc Indic Res 87:127–137, 2008): the importance of health as a major domain of life must not be overlooked; but the association between HRQOL and quality of life must not be overestimated.

The Easterlin Paradox in Italy, or the Paradox in Measuring? Define Happiness Before Investigating It

The Easterlin paradox (Easterlin, in: Paul, Reder (eds) Nations and household in economic growth: essay in honor of Moses Abramovitz, Academic Press, New York, 1974), for many researchers, is the starting point of studies on the relationship between happiness and GDP and states that after reaching a certain level of income, happiness decreases instead of increasing. The Comparison Theory (Schyns in Soc Indic Res 43:3–2, 1998) and Van Praag and Kapteyn’s (Eur Econ Rev 4(1):33–62, 1973) also show that if an individual’s income increases, it is not related into an increase in income satisfaction and the same mechanism applies to happiness, depending on several aspects. Today and in the future not only the growth of income but also the achievement of happiness have become a political objective and politicians will direct their policy towards these objectives. Furthermore, the interpretation of the relation between GDP and happiness remains one of the most recurring controversial errors in the framework and methodology used, although understanding of what makes people happy helps politicians to direct their policies. In Italy the Easterlin paradox seems to have found confirmation, but not a historical explanation also because the study of the relation between GDP and happiness, confirming the need to use appropriate indicators in the study of the relationship between economic development and happiness, for instance alternative national accounts indicators for GDP, or antidepressant expenditure for (un)happiness. The paper suggests “to define happiness before investigating it”, proposing a definition of happiness that also indicates an appropriate methodology to analyze if people can be happy in the economic system.

Social Indicators Movement and Human Agency: Comment on Land and Michalos

This paper offers a critical comment on Land and Michalos (Soc Indic Res, 2017) and suggests a relay perspective to see the past achievements and future directions in the social indicators movement. In accordance with Land and Michalos, it suggests bringing the issue of human agency to the foreground, and offers an example using an index of the mother’s wellbeing for global comparison.

Revalidation of the Sat-Chit-Ananda Scale.

Sat-Chit-Ananda is an indigenous construct that refers to absolute bliss and consciousness. The present study aimed to strengthen the psychometric properties of the newly developed Sat-Chit-Ananda scale (Singh et al. in Int J Vedic Found Manag 1(2):54-74, 2014). A total of 398 students aged 17-36years (mean age=21.33years, SD=2.2, 70% males) participated in this study. An exploratory as well as confirmatory factor analysis was computed for the 17-item scale. Its' concurrent validity was established by assessing its correlation with other well-being measures, namely Flourishing (Diener et al. in Soc Indic Res 97:143-156 2010) and Scale of Positive and Negative Experience (Diener et al. 2010). Satisfactory results were obtained from both exploratory and confirmatory factor analyses. Sat-Chit-Ananda and its factors were found to be significantly positively correlated with Flourishing and Positive Experiences and were negatively correlated with Negative Experiences. Thus, the validity of the Sat-Chit-Ananda (Singh et al. 2014) scale stands further substantiated-offering this scale as a promising new assessment tool.

Towards a Theory of Medium Term Life Satisfaction: Similar Results for Australia, Britain and Germany

We analyse the Life Satisfaction trajectories of respondents in three long-running, national panel surveys: the Household, Income and Labour Dynamics Australia Survey (HILDA), the British Household Panel Survey (BHPS) and the German Socio-Economic Panel (SOEP). Previous research has shown that substantial minorities of respondents in all three countries recorded long term changes in LS (Fujita and Diener in J Personal Soc Psychol 88:158–64, 2005; Headey in Soc Indic Res 76:312–317, 2006; Headey et al. in Proc Natl Acad Sci 107:17922–7926, 2010; Headey et al. Soc Indic Res 112:725–48, 2013). In a recent SIR paper based on the German data (Headey and Muffels in Soc Indic Res, 2015. doi: 10.1007/s11205-015-1146-8 ), we showed graphs of LS trajectories which suggested—and subsequent statistical analysis confirmed—that respondents typically spend multiple consecutive years above and, in other periods, below their own long term mean level of LS. Here we extend the analysis to Australia and Britain, showing that results replicate in two more Western countries. It appears that most people go through relatively happy periods of life, and relatively unhappy periods. The evidence runs counter to set-point theory which views adult LS as stable, except for short term fluctuations due to life events. In the second half of the paper we try to contribute to a theory of medium term life satisfaction. We estimate structural equation models with two-way causation between LS and variables usually treated as causes of LS, including health, social support, frequency of social activities, and satisfaction with one’s work, partner and family life. In all three countries we find that there are positive feedback loops between these variables and LS, which partly account for extended periods of high or low LS. The two-way causation models are based on a modified concept of ‘Granger-causation’ (Granger in Econometrica 37(3):424–38, 1969). The main intuition behind Granger-causation is that if x can be shown to be statistically significantly related to y in a model which includes multiple lags of y, then it can be inferred that x is one cause of y.

Does Age Make a Difference? Age as Moderator in the Association Between Time Perspective and Happiness

A balanced time perspective can help retaining or improving happiness. Research shows shifts in time perspective while ageing. In order to reach a better understanding of the value of time perspective in different age groups, results are reported of a survey (n = 525), which examines the moderating role of age in the association between time perspective and happiness. Time perspective was measured by the Zimbardo Time Perspective Inventory (ZTPI) (Zimbardo and Boyd in J Personal Soc Psychol 77:1271–1288, 1999) and to measure happiness, the Subjective Happiness Scale of Lyubomirsky and Lepper (Soc Indic Res 46:137–155, 1999) was used. Regression analysis shows that time perspective is indeed associated with happiness and that, although the assumed shifts in time perspective over time were not found, age does act as a moderator of this association. With ageing, the negative association between a past-negative time perspective and happiness weakens. These results add to our understanding of the theoretical concept of time perspective and shed new light on the value of a balanced time perspective for someone’s wellbeing. Theoretical and practical implications of these findings are discussed.

Towards a Theory of Medium Term Life Satisfaction: Two-Way Causation Partly Explains Persistent Satisfaction or Dissatisfaction

Long term panel data enable researchers to construct trajectories of life satisfaction (LS) for individuals over time. In this paper we analyse the trajectories of respondents (N = 3689) in the German Socio-Economic Panel who recorded their LS for 20 consecutive years in 1991–2010. Previous research has shown that at least a quarter of these respondents recorded substantial long term changes in LS (Headey et al. in Proc Natl Acad Sci 107.42:17922–17926, 2010a, in Soc Indic Res 112:725–748, 2013). In this paper, graphs of LS trajectories, and subsequent statistical analysis, show that respondents tend to spend multiple consecutive years above and, in other periods, below their own 20-year mean level of LS. They experience extended ‘good times’ and extended ‘bad times’. These results are contrary to set-point theory which views LS as stable, except for short term fluctuations due to life events. In the later part of the paper we attempt to move towards a theory of medium term life satisfaction. We estimate structural equation models with two-way causation between LS and variables usually treated as causes of LS, including health, physical exercise, frequency of social activities, and satisfaction with work and leisure. Results are interpreted as showing positive feedback loops between these variables and LS, accounting for extended periods of high or low LS. The models are based on a modified concept of ‘Granger-causation’ (Granger in Econometrica 37:424–438, 1969). The main intuition behind Granger-causation is that if x can be shown to be statistically significantly related to y in a model which includes multiple lags of y, then it can be inferred that x is one cause of y.

Relations among Personality Characteristics, Environmental Events, Coping Behavior and Adolescents’ Life Satisfaction

This study extended current positive psychological research by examining the mediating role of coping behavior in the relations between environmental and intrapersonal variables as predictors of adolescent global life satisfaction, based on Evans’ (Soc Indic Res 33:47–88, 1994) proposed model. Specifically, we assessed the relations between personality traits (extraversion, neuroticism) and environmental experiences (stressful life events) predicting early adolescents’ global life satisfaction as mediated by approach and avoidance coping behaviors using a sample of 529 students from one middle school in the southeastern United States. The results supported portions of Evans’ model. Statistically significant relations were found for a number of individual pathways between personality and environmental variables (i.e., predictors) and coping variables (i.e., mediators) as well as between approach coping (i.e., one mediator) and life satisfaction (i.e., outcome). Additionally, a small but statistically significant pathway was found between extraversion and life satisfaction when mediated by approach coping. Results suggest that personality, environmental stressors and coping behaviors may play a role in the development of life satisfaction among early adolescents.

Structural Gender Equality in Europe and Its Evolution Over the First Decade of the Twentyfirst Century

This paper presents the annual time series and the average annual growth rate of the European Gender Equality Index, which was proposed by Bericat (Soc Indic Res 108:1–28, 2012), for the EU and its 27 member countries for the period 2000–2011. The paper also reports the time series and average annual growth rate for each of the three subdimensions of gender equality—education, work, and power—and the underlying indicators for each subdimension for EU as a whole. The calculated index shows that in the period 2000–2011, overall gender equality, equality in education, work, and power in the EU has been improving at a rate of 1.7, 0.92, 0.65, and 3.48 % per year, respectively. By 2011, overall gender equality, and equality in education, work, and power has reached 58.3, 77.4, 60.9, and 42.7, respectively. In short, this paper offers the scientific community, as well as those that design and implement public policies, a robust, valid and precise synthetic description of the current situation and evolution, from 2000 to 2011, of structural gender equality in European countries.

An Item Response Theory Analysis of the Subjective Happiness Scale

Item response theory analyses were conducted on Lyubomirsky and Lepper’s (Soc Indic Res 46:137–155, 1999) Subjective Happiness Scale (SHS) in a sample of 1,037 undergraduates. In general, the SHS performed well. However, four, clear, previously unreported findings emerged that suggest modifications for improving the scale. The measure displayed weak discrimination power at the high, happy end of the latent trait continuum. The number of response options (seven) is excessive and unnecessary. One of the SHS items is problematic and provides minimal psychometric information relative to the other three items, apparently because of ambiguity in the wording of the item. And a three-item version of the SHS performed just as well as the original, four-item version. The implications of these findings for the usage and further development of the SHS are discussed.

Measuring and Predicting Student Well-Being: Further Evidence in Support of the Flourishing Scale and the Scale of Positive and Negative Experiences

An increased focus on well-being in university settings has spurred the development of brief scales of both functioning well and feeling good. The objectives of the current study were to generate descriptive findings concerning psychometric properties (e.g., factor structure; reliability) of the recently devised Flourishing Scale (FS) and Scale of Positive and Negative Experiences (SPANE; Diener et al., Soc Indic Res 97:143–156, 2010) with an English-speaking university student sample, and to test associations between the scales and potential predictors of eudaimonic and hedonic aspects of well-being. The FS and SPANE scales were completed by 478 undergraduate students, along with scales measuring 10 human values and both time and material affluence. Descriptive statistics (e.g., means, standard deviations, reliability coefficients) for the FS and SPANE scales were highly similar to those reported by Diener et al. (Soc Indic Res 97:143–156, 2010) and confirmatory factor analysis supported the hypothesized three-factor model (i.e., flourishing, positive feelings, and negative feelings). Self-transcendence and conservation value types were significant predictors of FS scores, whereas only the conservation value type predicted affect balance scores from the SPANE. Time and material affluence were significant predictors of both FS and affect balance scores. Results are discussed in relation to the distinction between eudaimonic and hedonic aspects of well-being.

Psychometric Evaluation of a Serbian Version of the Subjective Happiness Scale

The main aim of this research was to examine the psychometric properties of the Subjective Happiness Scale (SHS; Lyubomirsky and Lepper in Soc Indic Res 46:137–155, 1999) in a sample of young adults in Serbia (N = 605, mean age = 21.99). The SHS demonstrated adequate internal consistency reliability and homogeneity. Exploratory and Confirmatory factor analyses supported the unidimensional structure of the SHS. The results provided support for the convergent validity of the SHS, by significant correlations with measures of subjective well-being (life satisfaction, positive and negative affect, emotional distress), positive expectations (optimism and self-efficacy), meaning in life and personality traits (extraversion and neuroticism). As compared to the Satisfaction with Life Scale, the SHS showed significantly higher correlations with measures of emotional states and personality traits. Hierarchical regression analyses showed that the SHS had incremental validity over and above subjective well-being and personality traits in predicting emotional distress and meaning in life.

The Subjective Happiness Scale: Translation and Preliminary Psychometric Evaluation of a Spanish Version

The aim of the present study was to investigate the psychometric properties of the Spanish version of the Subjective Happiness Scale (Lyubomirsky and Lepper in Soc Indic Res 46:137–155, 1999) in a wide sample of 1,155 participants (448 men, 707 women) from three different groups (high school students, college students, and community adult participants). The participants completed the following measures: the Spanish version of SHS, the Satisfaction with Life Scale, the Beck Depression Inventory and the Spielberger Trait Anxiety Inventory. The results revealed preliminary evidence of adequate internal consistency, appropriate test–retest reliability and convergent validity for research purposes. Also, results from confirmatory factor analyses showed a clear one-factor structure, identical with the English version. No significant sex effects were evidenced, although differences between the high school student group and the undergraduate university group were found. In general, our findings add empirical evidence of the usefulness of such a brief measure for the assessment of subjective happiness in large-scale national and international studies with native Spanish-speaking populations. Finally, practical recommendations and future lines of research are suggested.

Reliability and Validity of Japanese Versions of the Flourishing Scale and the Scale of Positive and Negative Experience

The Flourishing Scale (FS) and the Scale of Positive and Negative Experience (SPANE) developed by Diener et al. (Soc Indic Res 97:143–156, 2010) are brief subjective measures to assess psychological flourishing and feelings. The FS provides a single score from eight items. The 12-item SPANE yields three scores: a positive score (SPANE-P), a negative score (SPANE-N), and a balance score (SPANE-B). In this study, the reliability and validity of the Japanese versions of these scales were evaluated using a sample of 520 Japanese college students. Results showed that the Japanese versions had good internal consistency (Cronbach’s alpha of 0.88–0.95). The proposed single-factor structure of the FS and two-factor structure of the SPANE were supported by both principal axis factor analysis and confirmatory factor analysis. Acceptable convergent validity of both Japanese versions was shown by correlations with scores for life satisfaction, subjective happiness, optimism, pessimism, positive and negative affect, depression, anxiety, and psychological stress. Moreover, the FS scores expectedly correlated with SPANE-P, SPANE-N, and SPANE-B. The Japanese versions of the FS and SPANE had acceptable reliability and validity, similar to the properties of the original versions

Subjective Wellbeing: Telling Only Half the Story

A new paper presents a strong case for life satisfaction scales (Diener et al. in Soc Indic Res, 2012). However, it underestimates two important weaknesses in subjective wellbeing (SWB) measures: the contrast between individual satisfaction and social discontent; and the contradictory evidence on the benefits of personal freedom. This commentary argues that SWB, like other conventional indicators, is measuring Westernization or modernization, rather than improved quality of life or human progress and development. The concepts may overlap, but they are not the same thing. At best, the qualities being measured may be desirable, even necessary, but are not sufficient. At worst, the benefits of modernization are being counted, but not its costs, which are substantial and increasing.

The Dual-Factor Model of Mental Health: A Short-Term Longitudinal Study of School-Related Outcomes

The Dual-Factor Model of Mental Health, proposed by Greenspoon and Sasklofske (Soc Indic Res 54:81–108, 2001), suggested that student mental health should be assessed on a dimension of psychopathology as well as a dimension of subjective well-being (SWB). Greenspoon and Sasklofske (Soc Indic Res 54:81–108, 2001) argued that measuring both psychopathology and SWB allow mental health professionals to have a more complete understanding of the child’s psychological health. The present exploratory study provided a further evaluation of the usefulness of the Dual-Factor model in understanding adolescents’ SWB using both person-centered and variable-centered analyses. Using person-centered analyses, we explored whether group membership revealed differential changes in middle school students’ GPAs as well as emotional, cognitive, and behavioral engagement across a 5-month time period. Furthermore, we used variable-centered analyses to examine whether middle school students’ levels of SWB at Time 1 predicted changes in our criterion variables. Specifically, we assessed whether SWB at Time 1 predicted student school engagement and GPA at Time 2 above and beyond their levels of internalizing and externalizing behaviors at Time 1, levels of student engagement and grades at Time 1, and demographic variables. Results of the person-centered analyses found statistically significant differences across the four groups identified in the Dual-Factor Model for emotional, cognitive and behavioral engagement as well as GPA. The results from the variable-centered analyses suggest subjective well-being to be a significant predictor of emotional, cognitive and behavioral engagement beyond measures of psychopathology. These results provide additional support for use of the Dual-Factor Model.

Choices Which Change Life Satisfaction: Similar Results for Australia, Britain and Germany

Using data from national socio-economic panel surveys in Australia, Britain and Germany, this paper analyzes the effects of individual preferences and choices on subjective well-being (SWB). It is shown that, in all three countries, preferences and choices relating to life goals/values, partner’s personality, hours of work, social participation and healthy lifestyle have substantial and similar effects on life satisfaction. The results have negative implications for a widely accepted theory of SWB, set-point theory. This theory holds that adult SWB is stable in the medium and long term, although temporary fluctuations occur due to life events. Set-point theory has come under increasing criticism in recent years, primarily due to unmistakable evidence in the German Socio-Economic Panel that, during the last 25 years, over a third of the population has recorded substantial and apparently permanent changes in life satisfaction (Fujita and Diener in J Pers Soc Psychol 88:158–64, 2005; Headey in Soc Indic Res 85:389–403, 2008a; Headey et al. in Proc Natl Acad Sci USA 107(42):17922–17926, 2010). It is becoming clear that the main challenge now for SWB researchers is to develop new explanations which can account for medium and long term change, and not merely stability in SWB. Set-point theory is limited precisely because it is purely a theory of stability. The paper is based on specially constructed panel survey files in which data are divided into multi-year periods in order to facilitate analysis of medium and long term change.

Validation of the Flourishing Scale and Scale of Positive and Negative Experience in Portugal

The Flourishing Scale (FS) and the Scale of Positive and Negative Experience (SPANE) created by Diener et al. (Soc Indic Res 97:143–156, 2010) are instruments that assess psychological flourishing and feelings (positive and negative, and the difference between the two). In this study, the psychometric properties of both scales were explored by using two Portuguese samples (I: n = 734; II: n = 194). Reliability analysis and a multi-group confirmatory factorial analysis (MCFA) of both scales were performed. To examine the validity of FS and SPANE we analyzed their correlations with other well-being and happiness measures. Results showed that the Portuguese versions of both scales have good psychometric properties, and they also showed convergent validity. Results also demonstrated the unidimensional structure of the FS and a two-factor solution for the SPANE. The multi-group CFA of both scales evidenced an invariant structure. Both Portuguese versions of the scales behave consistently with the original and may be used in future studies of well-being.

A New Framework of Happiness Survey and Evaluation of National Wellbeing

Happiness surveys based on self-reporting may generate unreliable data due to respondents’ imperfect retrospection, vulnerability to context and arbitrariness in measuring happiness. To overcome these problems, this paper proposes to combine a happiness evaluation method developed by Ng (Soc Indic Res, 38:1–29, 1996) with the day reconstruction method developed by Kahneman et al. (Science 306:1776–1780, 2004a) to form a new happiness survey procedure. Distinguished from other surveys that ask respondents to rate their subjective wellbeing on a given scale, this happiness evaluation method provides detailed instructions to help each respondent determine a personal unit and use this unit to measure happiness in various occasions. While the day reconstruction method helps avoid the effects of imperfect retrospection and external disturbances, this new procedure can further reduce arbitrariness in self-reported measures and derive more accurate, intertemporally and interpersonally comparable happiness metrics. How to evaluate national wellbeing based on the data collected from such a survey is also demonstrated.