The Measurement of Ethnic and Religious Divisions: Spatial,Temporal, and Categorical Dimensions with Evidence from Mindanao,the Philippines

Survey research on subjective wellbeing in The Netherlands started in the early 1970s. The time series happiness and life satisfaction that have emerged since then are unfortunately based on slightly different survey items of which one part uses verbal response scales and another part uses numerical response scales. The diversity of the survey items and a number of other measurement issues, such as the effects of changes in survey mode, hamper comparison over time and make it difficult to establish whether life became any better over the last forty years. These problems can be tackled using the recently developed Reference Distribution Method with which responses to equivalent but not identical survey questions can be pooled to obtain long, consistent time series. We applied the Reference Distribution method to pool time series of happiness and life satisfaction. We conclude that in the past 40 years the Dutch have become slightly happier and satisfied with their lives.     

Conversion of Verbal Response Scales: Robustness Across Demographic Categories

Happiness and life satisfaction have traditionally been measured using verbal response scales, however, these verbal scales have not kept up with the present trend to use numerical response scales. A switch from a verbal scale to a numerical scale, however, causes a severe problem for trend analyses, due to the incomparability of the old and new measurements. The Reference Distribution Method is a method that has been developed recently to deal with this comparison problem. In this method use is made of a reference distribution based on responses to a numerical scale which is used to decide at which point verbally labelled response options transit from one state to another, for example from ‘happy’ to ‘very happy’. Next, for each wave of the time series in which the verbal scale is used, a population mean is estimated for the beta distribution that fits best to these transition points and the responses in this wave. These estimates are on a level that is comparable to that of the mean of the reference distribution and are appropriate for use in an extended time series based on the responses measured using a verbal and a numerical scale. In this paper we address the question of whether the transition points derived for the general population can be used for demographic categories to produce reliable, extended time series to monitor differences in trends among these categories. We conclude that this is possible and that it is not necessary to derive transition points for each demographic category separately.     

Happiness Scale Interval Study. Methodological Considerations

The Happiness Scale Interval Study deals with survey questions on happiness, using verbal response options, such as ‘very happy’ and ‘pretty happy’. The aim is to estimate what degrees of happiness are denoted by such terms in different questions and languages. These degrees are expressed in numerical values on a continuous [0,10] scale, which are then used to compute ‘transformed’ means and standard deviations. Transforming scores on different questions to the same scale allows to broadening the World Database of Happiness considerably. The central purpose of the Happiness Scale Interval Study is to identify the happiness values at which respondents change their judgment from e.g. ‘very happy’ to ‘pretty happy’ or the reverse. This paper deals with the methodological/statistical aspects of this approach. The central question is always how to convert the frequencies at which the different possible responses to the same question given by a sample into information on the happiness distribution in the relevant population. The primary (cl)aim of this approach is to achieve this in a (more) valid way. To this end, a model is introduced that allows for dealing with happiness as a latent continuous random variable, in spite of the fact that it is measured as a discrete one. The [0,10] scale is partitioned in as many contiguous parts as the number of possible ratings in the primary scale sums up to. Any subject with a (self-perceived) happiness in the same subinterval is assumed to select the same response. For the probability density function of this happiness random variable, two options are discussed. The first one postulates a uniform distribution within each of the different subintervals of the [0,10] scale. On the basis of these results, the mean value and variance of the complete distribution can be estimated. The method is described, including the precision of the estimates obtained in this way. The second option assumes the happiness distribution to be described as a beta distribution on the interval [0,10] with two shape parameters (α and β). From their estimates on the basis of the primary information, the mean value and the variance of the happiness distribution in the population can be estimated. An illustration is given in which the method is applied to existing measurement results of 20 surveys in The Netherlands in the period 1990–2008. The results clarify our recommendation to apply the model with a uniform distribution within each of the category intervals, in spite of a better validity of the alternative on the basis of a beta distribution. The reason is that the recommended model allows to construct a confidence interval for the true but unknown population happiness distribution. The paper ends with a listing of actual and potential merits of this approach, which has been described here for verbal happiness questions, but which is also applicable to phenomena which are measured along similar lines.     

What Makes You Happy?: A Comparison of Self-reported Criteria of Happiness Between Two Cultures

Based on the cross-cultural psychosocial notion of individualism and collectivism, comparisons between two contrasting cultures with regard to the criteria for avowed happiness were made. The Happiness Questionnaire, which contains four open-ended questions (e.g., “What makes you happy?”), and two objective items assessing the level of perceived happiness were administered to Canadian and Korean students. The responses to the four questions were content-analyzed along 14 categories. Comparisons of the proportions in each of the 14 categories revealed that, although the students from the two cultures differed in their absolute level of perceived happiness, they seemed to employ essentially the same ordered set of criteria in expressing their avowed happiness.     

Structural relationships among happiness scales: A second order factorial study

Our intent in this study was to investigate structural relationships among happiness scales, and to determine whether the happiness construct could be represented adequately by a single score index. Second order principal factors analyses were computed on six data sets representing eight samples of subjects where the variables were comprised of global or sub-global indices of happiness. Single factor solutions were obtained from every analysis. The findings were interpreted as, (1) supporting a hierarchical, rather than an orthogonal multicomponent, model of relationships among happiness scales and, (2) indicating that the construct can be represented adequately by a single score index in social indicators research.     

Correcting for Scale Perception Bias in Measuring Corruption: an Application to Chile and Spain

Corruption perceptions are commonly utilized as essential information to measure corruption across countries and regions. In this paper we consider the hypothesis that respondents to corruption perception questions utilize different response scales in their answers, i.e. for identical levels of corruption practices, subjects from one country could answer a different level of corruption perception than subjects from another country, based on socioeconomic characteristics. This hypothesis is investigated by utilizing the technique of anchoring vignettes with a sample of citizens in Spain and Chile. The results show that response scales are used differently across individuals in both countries, suggesting that the use of uncorrected measures of corruption perceptions could mislead some conclusions about the comparisons of the corruption levels between countries.     

The Psychap inventory: A multi-scale test to measure happiness and its concomitants

The measurement of personal happiness in past research is examined. Although a plethora of valid instruments are available to assess the felt, affective components of happiness, none go beyond this to encompass the many personality, behavioral, and situational attributes long associated with it — except for the Psychap Inventory (PHI). A decade of ongoing research on the PHI is reviewed. The Inventory provides subscale measures of the achieved happiness, personality, attitude and value, and life-style domains of happiness as they have come to be defined in the literature. The PHI comes in two sets of equivalent forms and seems remarkably reliable and valid, reasonably free of response bias, and quite consistent across a long history of time and sampling. PHI interpretations not only hold great interest for examinees, researchers, and clinicians — they also prescribe a specific program for happiness self-improvement.     

Satisfaction with Job and Income Among Older Individuals Across European Countries

Using data on individuals of age 50 and older from 11 European countries, we analyze two economic aspects of subjective well-being of older Europeans: satisfaction with household income, and job satisfaction. Both have been shown to contribute substantially to overall well-being (satisfaction with life or happiness). We use anchoring vignettes to correct for potential differences in response scales across countries. The results highlight a large variation in self-reported income satisfaction, which is partly explained by differences in response scales. When differences in response scales are eliminated, the cross-country differences are quite well in line with differences in an objective measure of purchasing power of household income. There are common features in the response scale differences in job satisfaction and income satisfaction. French respondents tend to be critical in both assessments, while Danish and Dutch respondents are always on the optimistic end of the spectrum. Moreover, correcting for response scale differences decreases the cross-country association between satisfaction with income and job satisfaction among workers.     

Happy by What Standard? The Role of Interpersonal and Intrapersonal Comparisons in Ratings of Happiness

The present research suggests that many of the most commonly-used indicators of happiness are constructed in a manner that renders them susceptible to null or misleading findings. While few happiness indicators specify particular comparison standards, we demonstrate that people tend to evaluate their happiness relative to comparison standards and give reliably different happiness ratings based on the comparison standards they spontaneously adopt. In Study 1, participants reported that intrapersonal comparisons were a more important consideration than interpersonal comparisons in determining their happiness ratings. In Study 2, participants using a free-response format more frequently reported making intrapersonal comparisons than interpersonal comparisons when rating happiness. In both Studies 1 and 2, participants who reported using interpersonal comparisons gave higher happiness ratings than those who reported using intrapersonal comparisons. In Study 3, participants who were prompted to make interpersonal comparisons gave higher happiness ratings than those prompted to make intrapersonal comparisons. We discuss the implications of these findings for measuring subjective well-being and interpreting happiness research.

Contentment and Affect in the Estimation of Happiness

How do we assess how happy we are? One theory is that we compare life-as-it-is with standards of how-life-should-be. In this view, happiness emerges from a cognitive evaluation that draws on socially constructed standard of the good life. Another theory holds that we rather infer happiness on the basis of how well we feel most of the time. In that view, happiness is an unreasoned affective experience that roots in the gratification of universal human needs. One question that emerges from this discussion is whether these are really independent ways of evaluating life. If so, a next question is what their relative weight is in the evaluation. These questions are addressed at the nation level using data of the Gallup World Poll over the years 2006–2010. This survey in 127 nations involves not only a question on overall life satisfaction, but also a more cognitively focused question on how close one’s life is to the best possible and a series of questions on yesterday’s mood. Analysis of average scores in nations shows that mood and contentment are much intertwined, but also add to overall life satisfaction independently, the former more than the latter.     

Relative Income and Happiness in Asia: Evidence from Nationwide Surveys in China, Japan, and Korea

This study attempts to examine relative income effects on perceived happiness in three major Asian countries—China, Japan, and Korea—in comparison with the United Sates, on the basis of largely comparable nationwide surveys in these countries. Consistent with the results from previous studies in Western countries, comparisons with an individual’s own income and average income of the reference group are significantly associated with the individual’s perceived happiness in Asia. The associations between relative income and happiness are stronger for individual income than family income in China, while the opposite is true in Japan and Korea. Even after controlling for the subjective assessment of family income or personal class identification within the society as a whole, income comparisons within the reference group matter for assessing happiness, especially when using family income for comparisons. Moreover, relative deprivation within the reference group, which is measured by the Yitzhaki index, is negatively related to happiness, providing more evidence for the validity of the relative income hypothesis.     

How Social Relations and Structures can Produce Happiness and Unhappiness: An International Comparative Analysis

In this paper, subjective well being, as measured by survey questions on happiness and life satisfaction, is investigated from a sociological-comparative point of view. The central thesis is that happiness and satisfaction must be understood as the outcome of an interaction process between individual characteristics and aspirations on the one side, and social relations and macrosocial structures on the other side. A distinction is made between life satisfaction and happiness; the former is more seen as the outcome of an evaluation process including material and social aspirations and achievements, the latter as an outcome of positive experiences, particularly close personal relationships. The focus of this paper is on micro- and macrosocial conditions favouring or inhibiting the emergence of happiness and satisfaction. It is hypothesized that dense and good basic social relations, occupational involvement and success, sociocultural (religious and altruistic) orientations and participation are conducive to happiness and life satisfaction; the same should be true at the macrolevel for economic prosperity, relatively equal social structures, a well-established welfare state and political democracy. The latter conditions, however, should be more important for life satisfaction than for happiness. A comparative, multilevel regression analysis of happiness in 41 nations around the world is carried out (using the World Value Survey 1995–1997). Both our general assumption and most of the specific hypotheses could be confirmed. It turned very clearly that “happiness” and “life satisfaction” are two different concepts. It could be shown that microsocial embedding and sociocultural integration of a person are highly relevant for happiness. However, contrary to earlier studies, we find that macrosocial factors like the economic wealth of nation, the distribution of income, the extent of the welfare state and political freedom are also relevant, particularly for satisfaction. What counts most is the ability to cope with life, including subjective health and financial satisfaction, close social relations, and the economic perspectives for improvement in the future, both at the level of the individual and at that of the society. These abilities are certainly improved by favourable macrosocial conditions and institutions, such as a more equal income distribution, political democracy and a welfare state.     

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.     

Emotional Reactions of Heterosexual Men to Gay Imagery

Studies of homonegativity in the general population typically use scales to examine the attitudes of a heterosexual sample toward gay men and lesbian women. However, these scales fail to address that accepting gay and lesbian people in theory is not tantamount to accepting the sexual practices engaged in by gay and lesbian people. As a result, relying on homonegativity scales and hypothetical scenarios (i.e., asking a participant to imagine a gay man or lesbian woman from personality characteristics provided) may not offer a complete view of the complexities of homonegativity. To explore this possibility, 83 men self-identifying as either largely or exclusively heterosexual rated one of three groups of images (romantic gay, erotic gay, and control) on the basis of five questions related to their emotional responses. A psychometrically sound homonegativity scale was also completed. Results indicated that homonegativity was a significant predictor of decreased happiness, anger, disgust, task enjoyment, and reported liking of the imagery. Furthermore, homonegativity was found to moderate the association between exposure to the romantic images and four of the five emotional responses (happiness, anger, disgust, and liking). Exposure to the set of erotic gay images, however, was associated with negative emotional responses, regardless of participants’ self-reported level of homonegativity (i.e., overt homonegativity possessed less moderational power for this type of imagery). These findings suggest that standard scales of homonegative attitudes may be unable to capture the affective negativity that heterosexual men experience when viewing gay male intimacy.     

Reported Happiness,Fast and Slow

The paper uses paradata on response time, cognitive effort and questionnaire order from a large Dutch internet panel survey to study the association between reporting process and reported happiness. We find that slower responses and higher self-stated cognitive effort are associated with lower reported happiness, potentially, because they proxy for momentary mood. Moreover, in multivariate happiness equations, these factors moderate the estimated effect of income on happiness, while no interaction effects are found for other socio-economic determinants of happiness. Our findings have implications for the interpretation of relative marginal effects in economic happiness equations.     

Translating Idea into Reality? A Q-Methodological Investigation of Chinese Local Officials’ Response to the Initiative of a Happiness Index

This research attempts to provide insights into the extent to which the novel idea of happiness indices has been translated into reality, a topic that arguably remains under-explored in happiness studies. In particular, we focus on local reform participants’ response to the idea of using individuals’ happiness to guide the process of policy-making. Using the official effort to establish a happiness index in Guangdong as a unique case (a southern province in China), we investigated two interrelated questions: (1) to what extent do reform participants identify with the arguments legitimating happiness-inspired reforms? (2) How do they understand the values of the new measurement system? Q methodology was used to reveal local officials’ (N = 22) subjectivity towards a series of tenets and assumptions associated with happiness indices and the actual implementation of this particular idea in their departments. The results suggested two particular patterns within the viewpoints held by the informants: a realist perspective and a progressive optimist perspective. In spite of minor differences, the two perspectives shared much common ground: both recognized the normative values of happiness indices in general, but expressed a great deal of suspicion as to the validity of self-reported happiness. Moreover, they were either neutral or suspicious towards the positive statements about the actual implementation of happiness-inspired reform in the province and its substantive impact.     

Socio-Economic Inequalities in Happiness in China and U.S.

Our paper studies the determinants of happiness in China and U.S. and provides a better understanding of the issue of inequalities in happiness beyond income inequality. Based on the two waves of nation-wide survey data on happiness collected by World Values Survey in 1995 and 2007, Probit and ordinary least square methods are used to estimate effects of various factors on happiness. Our findings show that socio-economic inequalities increase inequalities in happiness in China. The poor are the least happy even though the income effect flats out at the high end. Individuals with below high school education attainment are less happy than those with more education. Agricultural workers are the most unhappy and are becoming even more unhappy over time. However, in U.S., there is no systematic difference in happiness across income and education groups and between agricultural and non-agricultural workers. In both countries health is a major factor contributing to happiness. Our study implies that adequate provision of national health care services should be an effective way to improve social welfare. Besides, since the probability of being happy for agricultural workers is still considerably less after controlling for income in China, policies to improve their welfare should not be limited to enhancing current income.     

Religious Attendance,Stress, and Happiness in South Korea: Do Gender and Religious Affiliation Matter?

Is religious attendance positively associated with happiness in South Korea? If yes, can religious attendance buffer against the harmful effect of stress on happiness? Moreover, do gender and religious affiliation modify these associations? This study addresses these questions with data from 2009 Korean General Social Survey which is a nationally representative survey (N = 1,599). Ordinal least square regression analyses reveal that although the effect size is relatively small, religious attendance is associated with a higher level of happiness in South Korea. However, this positive effect holds only for women and only for Protestants. In addition, an interaction effect between religious attendance and stress is observed for women only; the negative association between stress and happiness is weakened among those women who report more frequent church attendance. In this regard, a high level of church attendance buffers against the deleterious effects of stress on happiness for women. I discuss the implications of the findings with regard to theories about religion, mental health, and gender in South Korean context.     

Can we Rate Public Support for Democracy in a Comparable Way? Cross-National Equivalence of Democratic Attitudes in the World Value Survey

In this study we examine the cross-cultural equivalence of two scales that measure attitudes toward democracy across 36 countries in the World Value Survey (WVS) 2000. We examine the equivalence of these scales in order to explore if we can meaningfully compare democratic attitudes across countries. Multiple group confirmatory factor analyses (MGCFA) is applied to answer this question. The analyses indicate that the scales may be compared but only to a certain extent and not across all the countries. We close this article by discussing the implications of the findings.