What Does Dynamic Panel Analysis Tell Us About Life Satisfaction?

Static fixed effects estimation of life satisfaction often gives rise to serial correlation in the residuals, indicating omitted dynamics. Rather than correcting the standard errors, “to make them robust,” this study explores dynamic panel analysis to incorporate the otherwise omitted dynamics into the estimation of life satisfaction models. The analysis utilizes the System General Method of Moments approach to dynamic analysis. The results indicate that overall life satisfaction is largely (though not wholly) contemporaneous; correspondingly, the persistence of satisfaction from previous periods is limited. This finding is robust to a variety of different specification choices. Accordingly, the issue of omitted dynamics in a life satisfaction context is a minor one. This use of dynamic panel analysis, therefore, offers support for the ongoing use of static models (like fixed effects), even though they omit dynamics. Given the highlighted challenges of dynamic panel analysis, static fixed effects analyses will often be preferred.     

Can the Large Swings in Russian Life Satisfaction be Explained by Ups and Downs in Real Incomes?*

Russians reported large changes in their life satisfaction over the post‐transition years. In this paper, we explore the factors that drove these changes, focusing on exogenous income changes, using panel data from the Russian Longitudinal Monitoring Survey over the period 1995 to 2001 and implementing a recently developed ordinal fixed‐effects estimator. We apply a causal decomposition technique that allows for bias arising from panel attrition when establishing aggregate trends in life satisfaction. Changes in real household incomes explained 10% of the total change in reported life satisfaction between 1996 and 2000, but up to 30% of some year‐on‐year changes.     

Equivalence Scales in an Intertemporal Setting with an Application to the Former West Germany

Equivalence scales provide answers to questions like how much a household with two children needs to spend compared to a couple to attain the same welfare level. These are important questions for child allowances, social benefits and to assess the cost of children over the life-cycle for example. We discuss equivalence scales in an intertemporal setting with uncertainty. To estimate equivalence scales we use a panel from German households (GSOEP) containing subjective data on satisfaction with life and satisfaction with income to represent the welfare level. Because satisfaction is measured on a discrete scale we use limited dependent variable models for panel data in estimation. Using satisfaction with life data we find that larger households do not need any additional income to be as satisfied as a couple. Using satisfaction with income, however, yields equivalence scales that increase with household size.     

Differences in the effects of informal family caregiving on health and life satisfaction between wives and husbands as caregivers

We analyze whether or not informal family caregiving worsens caregivers’ health and life satisfaction among Japanese married middle‐aged and elderly individuals from the Japanese Study of Aging and Retirement. Unlike previous studies, we distinguish between wives and husbands as caregivers and between one's own and one's spouse's parents as care recipients. We find women's depressive state is negatively associated with caregiving for spousal parents both in our instrumental variable estimations and fixed‐effect panel analysis, and also find women's life satisfaction is negatively associated with caregiving for spousal parents in our fixed‐effect panel analysis, though only marginally so. However, as our results are marginally significant, caregiving for either own or spousal parents does not seem to matter much for caregiver's health or life satisfaction. All that can be said for certain in our paper is that men's subjective health, depressive state, and life satisfaction are generally less sensitive to informal care, for both spousal and own parents, than that of women.     

Changes in health-related quality of life: a compensating income variation approach

This paper investigates the relationship between negative changes in health and life satisfaction, using a sample from the Household, Income and Labour Dynamics of Australia Survey. We use panel data models and estimate the life satisfaction impact of several different changes in health status to calculate the Compensating Income Variation (CIV) of them. Our work innovates with respect to the existing literature by using a more robust CIV method that takes account of the potential measurement error in income. Further, we produce the first set of monetary values for health losses using SF-6D utility values, one of the main measures used to estimate and value health change for economic evaluation. We show that negative changes in SF-6D are significantly associated with a reduction in life satisfaction, and the starting point matters: a drop of 0.1 in SF-6D score is associated with a decrease of 0.12 points in life satisfaction if the starting utility value is 0.8, but the effect is 100% higher if the SF-6D starting point is 0.7. More generally, we find that a 0.1 deterioration in SF-6D has a strong association with life satisfaction and that the CIV value is substantial (over US$ 120,000).     

Happiness and loss aversion: Is utility concave or convex in relative income?

A central finding in happiness research is that a person's life satisfaction depends on the level of her income relative to the average income in her social reference group. This dependence of life satisfaction on relative income can be related to the reference dependence of the value function in Kahneman and Tversky's [Kahneman, D., Tversky, A., 1979. Prospect theory: an analysis of decision under risk. Econometrica 47, 263–291] prospect theory. In this paper we investigate whether the characteristics of the value function like concavity for gains, convexity for losses, and loss aversion apply to the dependence of life satisfaction on relative income. This is tested with an improved measure for the reference income for a large German panel spanning the years 1984–2001. We find concavity of life satisfaction in positive relative income, but unexpectedly strongly significant concavity of life satisfaction in negative relative income as well. We also present a new method to show the robustness of these concavity results to extreme distortions of the reported-life-satisfaction scale. The concavity for negative relative income implies a rising marginal sensitivity of life satisfaction to more negative values of relative income, and hence loss aversion (in a wide sense). This may be explained in terms of increasing financial obstacles to social participation.     

About time: Daylight Saving Time transition and individual well-being

Daylight Saving Time is controversial due to its alleged negative impact on individual well-being. Using panel data from Germany we find evidence that the transition to summer time has negative influence on general life satisfaction and mood, which is stronger for those in full time employment.     

How well do individuals predict their future life satisfaction? Evidence from panel data following a nationwide exogenous shock

Abstract .  Using German panel data, we investigate how well individuals predict their own future life satisfaction. The context is the decade following the 1990 reunification of Germany, which provided a large shock to the future prospects of the inhabitants of the former East Germany. We find that the majority of East Germans significantly overestimated the satisfaction gains from reunification in the years immediately after transition, but by 1994 had converged on correct aggregate expectations. Some evidence of micro-heterogeneity in the prediction errors is found by age and education. For West Germans, we find some initial over-optimism, although less than for East Germans.     

Income comparison,gender roles and life satisfaction

This article uses data from the German Socio-Economic Panel to analyse the effect of within household income comparison on individual life satisfaction. Our within couple and individual fixed-effects panel estimates suggest that gender roles influence subjective well-being (SWB). A primary breadwinner wife decreases a couple’s individual happiness by eight per cent. The article adds to the findings on interdependence of SWB and hints at negative consequences of traditional gender identity norms for individual happiness.     

Well-being and doctor visits: The mediating role of a healthy diet

Subjective well-being is associated with many positive health outcomes. However, little is known about whether these favourable outcomes translate into a reduction in the number of doctor visits. Using large-scale panel data from Australia, we find that individuals with high life satisfaction need fewer visits to their family doctor or general practitioner. We also present evidence on the pathways underlying this relationship, showing it is significantly explained by a person's diet. These findings remain after correcting for sample selection bias using Heckman's approach as well as controlling for various confounding factors.     

Life Satisfaction Dynamics with Quarterly Life Event Data*

Using life satisfaction responses from Australian panel data we examine the questions of when and to what extent individuals are affected by major positive and negative life events, including changes in financial situation, marital status, death of a close relative, and being the victim of crime. The key advantage of our data is that we are able to identify these events on a quarterly basis rather than on the yearly basis used by previous studies. We find evidence that life events are not randomly distributed, that individuals anticipate major events to a large extent, and that they fully adapt to many events within 12 months. The estimates can be used to calculate monetary values needed to compensate individuals for life events. Using a new valuation methodology that incorporates these dynamic factors produces considerably smaller compensation valuations than those calculated using the standard approach.     

Heterogeneity in the Relationship between Happiness and Age: Evidence from the German Socio‐Economic Panel

This paper studies the evolution of life satisfaction over the life course in Germany. It clarifies the causal interpretation of the econometric model by discussing the choice of control variables and the underidentification between age, cohort and time effects. The empirical part analyzes the distribution of life satisfaction over the life course at the aggregated, subgroup and individual level. To the findings: On average, life satisfaction is mildly decreasing up to age 55 followed by a hump shape with a maximum at 70. The analysis at the lower levels suggests that people differ in their life satisfaction trends, whereas the hump shape after age 55 is robust. No important differences between men and women are found. In contrast, education groups differ in their trends: highly educated people become happier over the life cycle, where life satisfaction decreases for less‐educated people.     

The transmission of partner mental health to individual life satisfaction: Estimates from a longitudinal household survey

This paper investigates the relationship between partner's mental health and individual life satisfaction, using panel data and calculating the monetary valuation of mental illness. Accounting for measurement error and endogeneity of income, partners' mental health has a significant association with individual well-being. The additional income needed to compensate someone living with a partner with a mental condition is substantial (ranges between USD 33,000 and USD 50,000). Further, individuals do not show adaptation to partners' mental illness. The results have implications for policy-makers wishing to value the effects of policies that aim to impact on mental health and levels of well-being.     

Life satisfaction and economic conditions in East and West Germany pre- and post-unification

Economic disruption in East Germany at the time of unification resulted in a noticeable drop in life satisfaction. By the late 1990s East Germany's life satisfaction had recovered to about its 1990 level, and its shortfall relative to West Germany was slightly less than that before unification. In West Germany life satisfaction was fairly constant before unification, but subsequently trended moderately downward, with Turkish life satisfaction declining noticeably relative to Germans. Changes in life satisfaction in East and West Germany both for Germans and foreigners are most closely associated with relative income variables, not absolute income.     

Lost in transition: Life satisfaction on the road to capitalism

In the 1990s transition from socialism to capitalism in Eastern Europe life satisfaction followed the collapse and recovery of GDP, but failed to recover commensurately. By 2005, with GDP averaging about 25 per cent above its early 1990s level, life satisfaction was typically back to its earlier level, but was arguably still below pre-transition values. Increased satisfaction with material living levels occurred at the expense of decreased satisfaction with work, health, and family life. In the decade of the 1990s, disparities in life satisfaction increased with those hardest hit being the less educated and persons over age 30; women and men suffered about equally.     

Life Satisfaction and Longevity: Longitudinal Evidence from the German Socio‐Economic Panel

We investigate the relationship between life satisfaction and mortality using the German Socio‐Economic Panel, which allows us to follow around 15,000 people for more than two decades. Seventeen per cent of the respondents surveyed in 1984 died between 1984 and 2007. After controlling for initial health conditions, we find that people's life satisfaction at the beginning of the survey is deeply linked to their life expectancy: a ten per cent increase in life satisfaction is connected to a four per cent decline in the probability of death in the period studied. The relationship between life satisfaction and mortality is stronger for the married and the men but life satisfaction does not matter for the women. We find some suggestive evidence that links between life satisfaction and mortality could be operating via accidents and mental health. Finally, we show that the life satisfaction measured in 1984 extends to the rest of life: people who were happier in 1984 more frequently experienced high levels of happiness in the rest of their lives. These results suggest that life satisfaction is a powerful risk‐factor for later mortality and is more predictive of mortality than a host of other variables.     

Retirement Expectations and Satisfaction with Retirement Provisions

This paper investigates the relationship between subjective expectations regarding the replacement rate of income at retirement and several measures of pension satisfaction. We use panel data on Dutch employees, analyzed with fixed effects models, allowing for correlation between unobserved heterogeneity in satisfaction and optimism or pessimism in expectations. The level of the expected replacement rate is found to be positively related to satisfaction: respondents who revise their expectations of the level of their replacement rate upwards tend to become more satisfied with their pension provisions, in particular with the level of the expected benefits. We do not find robust evidence for a relationship between uncertainty and pension satisfaction.     

Estimating worldwide life satisfaction

Whilst studies of life satisfaction are becoming more common-place, their global coverage is far from complete. This paper develops a new database of life satisfaction scores for 178 countries, bringing together subjective well-being data from four surveys and using stepwise regression to estimate scores for nations where no subjective data are available. In doing so, we explore various factors that predict between-nation variation in subjective life satisfaction, building on Vemuri and Costanza's (Vemuri, A.W., & Costanza, R., 2006. The role of human, social, built, and natural capital in explaining life satisfaction at the country level: toward a National Well-Being Index (NWI). Ecological Economics, 58:119-133.) four capitals model. The main regression model explains 76% of variation in existing subjective scores; importantly, this includes poorer nations that had proven problematic in Vemuri and Costanza's (Vemuri, A.W., & Costanza, R., 2006. The role of human, social, built, and natural capital in explaining life satisfaction at the country level: toward a National Well-Being Index (NWI). Ecological Economics, 58:119-133.) study. Natural, human and socio-political capitals are all found to be strong predictors of life satisfaction. Built capital, operationalised as GDP, did not enter our regression model, being overshadowed by the human capital and socio-political capital factors that it inter-correlates with. The final database presents a stop-gap resource that, until robust surveys are carried out worldwide, allows comparisons of subjective life satisfaction between nations to be made with reasonable confidence.     

北方农牧交错区农民生活满意度的影响因素与地域差异——以宁夏盐池县为例

生活满意度也即生活质量意义上的幸福感.通过农户调查的方式获取农民生活满意度指标,从自然和社会两个方面,运用SPSS软件分析了农民生活满意度的影响因素;同时,应用皮尔逊相关分析方法对农民生活满意度的地域差异进行了系统研究.结果表明,盐池县农民生活满意度受到经济收人和自然环境的双重影响,但生活满意度的地域性差异与经济收入差异的相关性较高,而与自然环境差异呈现较低的相关性.     

Social comparisons of wage increases and job satisfaction

We combine status quo and social comparison considerations and investigate whether relative wage increases in the sense of differences between individual wage increases and wage increases of comparable employees are related to managers’ job satisfaction. Using a panel data set of managers in the German chemical industry, we indeed find first evidence. The relation between relative wage increases and job satisfaction is relevant for managers with lower absolute wage levels in particular.