The analysis and measurement of happiness as a sense of well-being

General happiness is philosophically construed as a sense of well-being which in turn has been defined either as a complete and lasting satisfaction with life-as-a-whole or as a preponderance of positive over negative feelings. A factor analysis of thirteen well-being scales shows that these two definitions coalesce into a single general well-being factor which is distinguishable only from an independent stress/worries factor. Further evidence shows that familiar scales of neuroticism, depression and trait anxiety measure the same well-being dimension if only in the negative half-range. So does a list of somatic complaints. Various two-factor models of well-being that treat positive and negative affect as independent processes, or that distinguish between affective and cognitive components, are challenged on the grounds that they depend on the properties of Bradburn's affect scales which are found to be highly dependent on methodological parameters. Attention is drawn here to the role of test method effects and curvilinearities as factors influencing inter-scale correlations and structural models. It is concluded that well-being is a robust, primary dimension of human experience and that happiness research is alive and well in psychology.     

Hope: An affective cognition

Hope is here operationalized as a predominance of expected future positive feelings over future expected negative feelings. Hope, comprised of both desire and expectation, involves the interaction of affect and cognition. Modifications of Bradburn's Affective Balance Scale were used to measure hope and happiness. Four graphic rating scales were used to measure psychological well-being, perceived health, satisfaction, and happiness. Hope, measured by the Expected Balance Scale correlated as expected with the other measures. A factor analysis further supported the robustness of the hope variable. Hope is offered as an important personality dimension worthy of continued research.     

Subjective well-being as a function of age and gender: A multivariate look for differentiated trends

Studies on subjective well-being (SWB) suggest that its cognitive aspect, or life satisfaction, is positively correlated with age, whereas its affective aspect, often separated into positive affect (PA) and negative affect (NA), is negatively correlated with age. Gender differences in SWB are usually small. The present study attempted to explore these trends in an Israeli sample of 447 community-dwelling people aged 21 to 87, with special reference to relatively unattended issues as the effect of control variables on the affective aspect and the feasible age by gender interaction in SWB. The results showed that Cantril's Self-Anchoring Scale (SAS), Bradburn's Affect Balance Scale (ABS), and Neugarten et al.'s Life Satisfaction Index A (LSIA) were all significantly and negatively correlated with age. No significant gender differences emerged, but a significant age by gender interaction was found in SAS and LSIA. Controlling for personal variables (education, health, place of birth, and marital status) could wipe out the age effects on SAS and LSIA, but not on ABS. By the same procedure, the age by gender interaction could be wiped out in SAS, and substantially reduced in LSIA. The age effect on ABS was mainly due to PA, rather than NA. The results indicate the differential impact of personal variables on the aspects of SWB. Refering to the Israeli context, it seems that both cohort- and aging-related variables account for the decline of life satisfaction in the older subjects. Age-associated decline of affect is apparently connected to some other adaptive mechanisms, which regulate both positive and negative affect in old age.     

Models of cognition and affect in perceptions of well-being

How do people arrive at assessments of their own life quality? A series of models was developed to provide an interpretation of the way the factors of cognition and affect operate along with evaluations of specific life concerns (domains) in the perception of well-being. Following previous research, cognition was defined operationally as a factor which accounts for the covariance among a set of assessments of life-as-a-whole after affect, as measured by Bradburn's scales, is partialled out and after allowance is made for the presence of correlated measurement errors. It was found that loadings on the cognitive factor, and hence the interpretation of this factor, changed little despite quite large changes in the models. Moreover, in all major comparisons, models that contained the cognitive factor fitted the data better than models that did not. Models that included affect as the only variable intervening between the domains and the life-as-a-whole factor led to results that were intuitively difficult to accept. In the preferred model both affect and cognition were positioned as intervening variables. In this model it was found that the domain evaluations had no direct impact on life-as-a-whole assessments — the contribution of the domains was indirect by way of their association with cognition and affect. It was hypothesised that associated with each domain was a domain-specific element of affect and a domain-specific element of cognition. The linear additive relation found by previous researchers between domain evaluations and life-as-a-whole assessments would then be explainable as a statistical result arising from the summing of the domain-specific elements of affect and cognition.     

Cognition and affect in perceptions of well-being

The general characteristics and some possible implications of the distinction between cognition and affect in the perception of well-being are reviewed. It is posited that currently-used rating-scale indicators of perceived well-being differ only marginally in the extent to which they are compounds of both factors, and consequently variables that move differently and possibly strongly on the underlying factors will have only muted relationships with the indicators. Two kinds of secondary analyses of data from recent American Surveys are presented which support and amplify this hypothesis, along with some British data. The first kind focusses on the area of non-overlap between happiness and life satisfaction ratings by dichotomising and cross-tabulating the two indicators, and then observing what further variables change diagnostically between appropriate cells of the 2×2 table. Differential trends with age and education, barely discernible in straightforward correlations against the indicators now emerge strongly, along with further interesting differences for other outside variables, notably enjoyment-of-life, affect balance, income and personal competence. The second kind of analysis draws on data sets which include Bradburn's affect balance scales along with a range of global ratings of subjective well-being. The considerable variance in the global ratings which remains after the affect scales are partialled out, and allowance is made for correlated method effects, is attributed to cognition. Starting points are then explored for analysing the role of cognition and affect more exactly by means of path models which include the cognitive factor as an unobserved variable.     

Modeling the psychological determinants of life quality

A number of subjective well-being scales were compared and evaluated. The Satisfaction With Life Scale emerged as a good measure of general life satisfaction and the Affective Intensity Measure appeared to adequately assess the characteristic level of emotional intensity. Most other scales seemed to reflect both life satisfaction and duration of positive versus negative affect. Of the single item measures, those created by Fordyce were the strongest, whereas for the multi-item scales, several performed at adequate levels. The widely used Bradburn scales showed several undesirable psychometric properties and alternative scales are suggested.     

Social Capital: Does it Add to the Health Inequalities Debate?

The aim of this study is to assess the effective measurement range of Ryff’s Psychological Well-being scales (PWB). It applies normal ogive item response theory (IRT) methodology using factor analysis procedures for ordinal data based on a limited information estimation approach. The data come from a sample of 1,179 women participating in a midlife follow-up of a national birth cohort study in the UK. The PWB scales incorporate six dimensions: autonomy, positive relations with others, environmental mastery, personal growth, purpose in life and self-acceptance. Scale information functions were calculated to derive standard errors of measurement for estimated scores on each dimension. Construct variance was distinguished from method variance by inclusion of method factors from item wording (positive versus negative). Our IRT analysis revealed that the PWB measures well-being most accurately in the middle range of the score distribution, i.e. for women with average well-being. Score precision diminished at higher levels of well-being, and low well-being was measured more reliably than high well-being. A second-order well-being factor loaded by four of the dimensions achieved higher measurement precision and greater score accuracy across a wider range than any individual dimension. Future development of well-being scales should be designed to include items that are able to discriminate at high levels of well-being.     

The Subjective Well-being Construct: A Test of its Convergent,Discriminant, and Factorial Validity

Using structural equation modeling, we found empirical support for the prevailing theory that subjective well-being consists of three domains: (1) cognitive evaluations of one’s life (i.e., life satisfaction or happiness); (2) positive affect; and (3) negative affect. Multiple indicators of satisfaction/happiness were shown to have strong convergent validity as well as discriminant validity from positive and negative affect. Positive and negative affect likewise exhibited discriminant validity from one another. At both the item and scale levels of analysis, we obtained an intercorrelated three-factor solution corresponding to the three proposed subjective well-being domains.     

The quality of life in Australia

This paper outlines a long term project on the quality of life in Australia and presents some initial survey data. The long term project is intended (1) to find which domains of life most affect the perceived well-being of Australians and the values/satisfactions people wish to achieve in these domains (2) to propose policy programs designed to enhance satisfaction with particular domains and (3) to assess the political feasibility of proposed programs. Policy programs intended to enhance satisfaction are termed positive welfare programs to distinguish them from conventional compensatory welfare programs. The survey data analysed here (national sample, N=679) deal with the satisfactions and dissatisfactions of Australians, the correlates of perceived well-being and the links between domains and values. Perceived well-being is measured by Andrews and Withey's Life-as-a-whole index and Bradburn's Affect Balance scale. Satisfactions are measured on a 9 point modified version of Andrews and Withey's delighted-terrible scale. Readers familiar with American, British and Canadian findings will find the results reported here broadly similar. However, the linkage between people's sociological characteristics and their satisfaction levels appears to be exceptionally weak in Australia, which tends to confirm the view that Australia is a comparatively unstratified society.     

Mediating Effects of Affect and Loneliness on the Relationship Between Core Self-evaluation and Life Satisfaction Among Two Groups of Chinese Adolescents

This study examined the mediating effects of affect (positive and negative affect) and loneliness on the relationship between core self-evaluations (CSE) and life satisfaction among two groups of Chinese adolescents. Three hundred adolescents (169 males and 131 females) from Shenzhen and Xi’an in China completed the Core Self-evaluations Scale, Positive and Negative Affect Scale, UCLA Loneliness and Satisfaction with Life Scale. Research revealed that positive and negative affect, and loneliness fully mediated the relationship between CSE and life satisfaction. The relationship between CSE and loneliness was partially mediated by positive and negative affect. Loneliness partially mediated the relation between positive and negative affect and life satisfaction. The final model also indicated two significant paths from CSE through positive and negative affect and loneliness to life satisfaction. Furthermore, a multi-group analysis found that the paths did not differ across gender. Limitations of the study are considered and implications of the results for enhancing adolescents’ life satisfaction are discussed.     

Sliders,visual analogue scales,or buttons: Influence of formats and scales in mobile and desktop surveys

ABSTRACT

In an experiment dealing with the use of personal computer, tablet, or mobile, scale points (up to 5, 7, or 11) and response formats (bars or buttons) are varied to examine differences in mean scores and nonresponse. The total number of “not applicable” answers does not vary significantly. Personal computer has the lowest item nonresponse, followed by mobile and tablet, and a lower mean score than for mobile. Slider bars showed lower mean scores and more nonresponses than buttons, indicating that they are more prone to bias and difficult in use. Sider bars, which work with a drag-and-drop principle, perform worse than visual analogue scales working with a point-and-click principle and buttons. Five-point scales have more nonresponses than eleven-point scales. Respondents evaluate 11-point scales more positively than shorter scales.     

The Determinants of Gender Equity in India: Examining Dyson and Moore's Thesis with New Data

In revisiting the influential Dyson and Moore (1983) hypothesis as to why women in South India enjoy relatively more agency than in the North, we conducted an econometric analysis of the determinants of women's mobility and decisionmaking authority. Data for the study come from a household data survey carried out in the Northern state of Uttar Pradesh and in the Southern state of Karnataka in 1995. We find that cross‐cousin and uncle‐niece marriage is more prevalent in Karnataka as expected. Contrary to Dyson and Moore, however, by 1995 a majority of communities in both North and South practiced village exogamy, and dowries in the two regions were of similar size. Reduced‐form, multivariate regressions show that cultural factors affect women's autonomy in ways not earlier predicted. The impact of village exogamy is mixed rather than negative, while that of consanguinity is strongly negative rather than positive as Dyson and Moore surmised. These authors correctly identified the negative effect purdah has on female mobility. Consistent with economic theory, our data show that higher wages for women consistently improve their mobility and authority, while higher male wages decrease them. Improvements in infrastructure–particularly the presence of street lights and schools in the village–are associated with increased women's agency. We conclude, therefore, that economic factors, state action, and restrictions on mobility seem more powerful than kinship structures as explanations of differences in female autonomy between North and South India.     

Social Relationships and Children’s Subjective Well-Being

The quality of relationships is now recognised as an important aspect of children??s subjective well-being. This article focuses on both positive and negative quality of relationships. It includes six areas of children??s relationships??family, neighbourhood adults, positive affect friendship, negative affect friendship, experiences of being bullied by other young people, and being treated unfairly by adults and analyses their association with children??s subjective well-being. Data for this study were obtained from a national survey among 4,673 children in secondary schools across England. Children??s relationships with their family, friends (positive affect) and neighbourhood adults appear to increase their well-being, whereas, negative aspects of friendship relations, experiences of being bullied and treated unfairly by adults is proved to decrease young people??s well-being. Relationships with family, positive relations with friends and experience of being bullied appear to have respectively the first, second and third highest effect on children??s subjective well-being. Although the influence was low, children??s relationships with neighbourhood adults, their experiences of being treated unfairly by adults and their negative relations with friends contributed significantly to explaining variations of their subjective well-being. These findings are discussed in the context of previous empirical studies and theories on social relationships and subjective well-being. Suggestions for future research are also put forward.     

Long- and short-term affective states in happiness: Age and sex comparisons

Data from 690 persons in three adult age groups were used to evaluate the generality of a componential model of happiness (Kozma et al., 1990). The model postulates that long- and short-term affective states combine in an additive manner to produce current happiness. The short-term components should be more susceptible to environmental manipulation than the long-term ones and should change more readily with an appropriate experimental manipulation. Subscales of the Memorial University Mood Scale (MUMS) were used to assess short-term affect while the experience subscales of the Memorial University of Newfoundland Scale of Happiness (MUNSH) and Diener's Long-term Satisfaction Scale were used to measure long-term affect. Overall current happiness was assessed by a seven-point avowed happiness rating scale. The Velten mood induction procedure was used to manipulate current affective state. In five of six comparisons, changes on short-term components were significantly greater than on long-term components. Age differences in reactivity to mood induction emerged only when a negative induction procedure was followed by a positive one. Under these conditions, the youngest cohort responded more consistently than the oldest cohort. An additive model, based on long- and short-term affect, age, and sex produced the best explanation for current happiness.     

Measuring subjective well-being: Unfolding the Bradburn Affect Balance Scale

Factor analysis of the items in the Bradburn Affect Balance Scale has repeatedly shown that the positive and negative affect items are unrelated. Despite this, negative affect scores are routinely subtracted from positive affect scores to derive Affect Balance Scale Scores that apparently provide a valid measure of a sense of well-being. In this paper we offer a resolution to this paradox — and so justify the use of Affect Balance Scale Scores — by showing that the positive and negative affect items each form a single cumulative scale, and that the two cumulative scales taken together form one unidimensional unfolding scale. This explanation is based on a hypothesis by Coombs and Kao (1960) — later proved mathematically by Ross and Cliff (1964) — that when data that are unfoldable in r dimensions are factor-analyzed, r+1 significant factors will be found. In an empirical test, Bradburn Affect Balance Scale data collected from ten countries in the 1981 and 1990 European Values Study surveys were analyzed. The results clearly support the hypothesis that the data form a single unidimensional unfolding scale, although two of the ten Affect Balance Scale items are not homogenous with the rest.     

Measuring Social Well-Being in People with Chronic Illness

Although social well-being (SWB) is recognized as an integral component of health, it is rarely included in health-related quality of life (HRQL) instruments. Two SWB dimensions were identified by literature review: social support (SWB-SS) and social function (SWB-SF). As part of a larger project to develop item response theory-derived item banks and computerized adaptive testing, we developed and tested items for the SWB banks. Item ratings of three large (n > 600) datasets were conducted by 15 reviewers. Rasch measurement analyses were conducted to initially define item hierarchies. Out of 83 total items, 8 were removed due to model misfit and 8 were removed because of overlapping item content. We then wrote 11 new SWB-SS and 16 new SWB-SF items to fill content gaps, and edited items to improve comprehension and consistency. A total of 94 items (65 SWB-SS, 29 SWB-SF) was administered by computer to 202 cancer patients. Confirmatory factor analyses, Rasch analyses, and evaluations of construct validity were performed. Patients commented favorably on the content of the items and expressed appreciation for attention to this aspect of their HRQL. Using current psychometric standards for unidimensionality, reliability, and content and construct validity, we derived six preliminary item banks for social support (instrumental support, informational support, positive and negative emotional support, positive and negative social companionship) and two for social function (limitations and satisfaction). The empirical construct hierarchy was consistent with clinical observations; e.g., hobbies and leisure activities tended to reflect more limitations, while meeting the needs of family and friends tended to reflect fewer limitations. Optimal care for patients with cancer or other chronic illnesses includes obtaining a complete picture of patients’ physical and psychosocial health status. SWB measures are important since diseases like cancer and their treatment can affect quality of relationships, parental responsibilities, work abilities and social activities. With properly calibrated item banks, it will be possible to precisely and efficiently measure and monitor multiple HRQL dimensions in individual patients, and use their responses to inform care. Qualitative patient feedback and quantitative analyses suggest that it is possible and desirable to include SWB measures in HRQL assessment.     

A Systematic Review of the Psychometric Properties of Composite LGBT Prejudice and Discrimination Scales

ABSTRACT

Prejudice and discrimination against LGBT individuals is widespread and has been shown to have negative consequences for sexual and gender minority persons’ physical and psychological wellbeing. A recent and problematic trend in the literature is to compositely measure prejudice toward and discrimination against LGBT persons. As such, a review of the psychometric properties of scales assessing, in a combinatory fashion, negative attitudes and/or behaviors toward LGBT persons is warranted. In the current study, 32 scales were identified, and their psychometric properties were evaluated. Most of the scales reviewed did not provide sufficient information regarding item development and refinement, scale dimensionality, scale score reliability, or validity. Properties of the reviewed scales are summarized, and recommendations for better measurement practice are articulated.     

Measures of self-reported well-being: their affective,cognitive, and other components

This investigation begins from the hypothesis that social indicators of perceived well-being — e.g., people's assessment of their own life quality — will, like other attudes, reflect two basic types of influences: affect and cognition. In addition, the indicators were expected to include two other components: unique variance (mainly random measurement error) and correlated measurement error. These ideas are investigated using a structural modeling approach applied to 23 assessments of life-as-a-whole from a national survey of Americans (N=1072) and/or a survey of urban residents in England (N=932). In both sets of data, models that included affective and cognitive factors fit significantly better than more restricted models. Furthermore, as expected, measures of (a) ‘happiness’, ‘fun’, and ‘enjoyment’ tended to be relatively more loaded with affect than were measures of (b) ‘satisfaction’, ‘success’, and ‘meeting needs’; and (c) measures designed to tap both affect and cognition tended to fall between the first two groups. In addition, the results suggest that measures employing relatively many scale points and direct assessments yield more valid indicators of people's evaluations of life-as-a-whole than do measures based on three-point scales or on explicit comparisons with other times or groups. These results contribute to basic knowledge about the nature of life quality assessments, help to explain some previously puzzling relationships with demographic factors such as age and education, and may be useful to designers of future studies of perceived well-being.     

Purpose,Mood, and Pleasure in Predicting Satisfaction Judgments

We examined the extent to which satisfaction with life, with one’s self, and with one’s day are predicted by pleasure, purpose in life, interest, and mood. In a sample of 222 college students we found that both satisfaction with life and self-esteem were best predicted by positive feelings and an absence of negative feelings, as well as purpose in life. By contrast, satisfaction with individual days was predicted by negative feelings, and very strongly predicted by positive feelings, but not by purpose in life. In predicting life satisfaction purpose in life provided a buffering effect for lower levels of mood. People high in purpose in life reported high levels of life satisfaction even with moderate levels of mood. Thus, what makes a satisfying day is different from what makes a satisfying life or self. Life and self satisfaction were predicted significantly by purpose in life even after controlling for physical pleasure and affect balance, suggesting that they are more than just hedonic variables.