The use of multilevel models for the estimation of the propensity score for data with a hierarchical structure and unobserved cluster-level variables is proposed. This approach is compared with ...models that ignore the hierarchy, and models in which the hierarchy is represented by a fixed parameter for each cluster. It is shown, by simulation, that simple models with dummy variables outperform both random effect models and models ignoring the hierarchy in terms of balance of cluster-level unobserved covariates and omitted variable bias. The representation of the clusters by fixed or random effects defines a model more general than would be ideal if the relevant cluster-level variables were available. The general conclusion confirms that when conducting propensity score analysis it is safer to specify a more general model than pursuing model parsimony.
Self-rated health, a subjective health outcome that summarizes an individual's health conditions in one indicator, is widely used in population health studies. However, despite its demonstrated ...ability as a predictor of mortality, we still do not full understand the relative importance of the specific health conditions that lead respondents to answer the way they do when asked to rate their overall health. Here, education, because of its ability to identify different social strata, can be an important factor in this self-rating process. The aim of this article is to explore possible differences in association pattern between self-rated health and functional health conditions (IADLs, ADLs), chronic diseases, and mental health (depression) among European women and men between the ages of 65 and 79 according to educational attainment (low, medium, and high).
Classification trees (J48 algorithm), an established machine learning technique that has only recently started to be used in social sciences, are used to predict self-rated health outcomes. The data about the aforementioned health conditions among European women and men aged between 65 and 79 comes from the sixth wave of the Survey of Health, Ageing and Retirement in Europe (SHARE) (n = 27,230).
It is confirmed the high ability to predict respondents' self-rated health by their reports related to their chronic diseases, IADLs, ADLs, and depression. However, in the case of women, these patterns are much more heterogeneous when the level of educational attainment is considered, whereas among men the pattern remains largely the same.
The same response to the self-rated health question may, in the case of women, represent different health profiles in terms of the health conditions that define it. As such, gendered health inequalities defined by education appear to be evident even in the process of evaluating one's own health status.
OBJECTIVE This descriptive study aims to analyse the association between childlessness and voting turnout. METHODS We used the first nine rounds of the European Social Survey and logistic regression ...models to estimate the association between childlessness and having voted in the last national elections using data from 38 countries. RESULTS Our results show that childlessness is negatively associated with voting turnout in general. The association is stronger among individuals who are in the late reproductive lifespan (ages 35 to 39, 40 to 44, and 45 to 49), males, and those with lower education. The analyses show also considerable heterogeneity across countries but without a clear pattern. CONTRIBUTION This descriptive study offers evidence to stimulate more theoretical and empirical research on the relationship between childlessness and voting turnout, which is crucial to better understanding the role of demography in the functioning of democracy.
Background: Female-breadwinner families represent a relatively new phenomenon in Europe. Little is known about the determinants of this couple type, which sensibly diverts from the traditional ...economic superiority of men within the household. Objective: This paper studies the contextual correlates of partners' contribution to the household income, distinguishing between female-breadwinner, male-breadwinner, and equal-income couples. In particular, it focuses on the role of male unemployment rate and the prevalence of gender-egalitarian attitudes as possible explanations for the emergence of female-breadwinner and equal-income couples across European regions and countries. Methods: Using data from the fifth round (2010/2011) of the European Social Survey, integrated with data from the Eurostat database, we model the categorical variable identifying the couple type (male-breadwinner, female-breadwinner, or equal-income couple) by using a multilevel multinomial logistic regression model where individuals are nested within regions and countries. Results: The prevalence of female-breadwinner, male-breadwinner, and equal-income couples varies considerably across European countries as well as within countries. The prevalence of female-breadwinner couples is positively associated with male unemployment, while it is not influenced by the diffusion of gender-egalitarian attitudes. However, the diffusion of gender-egalitarian attitudes matters for explaining the variation in the prevalence of equal-income couples across Europe. Contribution: We add to the literature on partners' contributions to household income by analysing the spatial distribution and the contextual correlates of female-breadwinner, male-breadwinner, and equal-income couples across European countries and regions.
Life after death Bolano, Danilo; Arpino, Bruno
Demographic research,
07/2020, Volume:
43
Journal Article
Peer reviewed
Open access
Spousal loss is one of the most traumatic events an individual can experience. Studies on behavioral changes before and after this event are scarce. This study investigates gender differences in ...pathways of volunteering before and after transition to widowhood among older adults in the United States. We use longitudinal data from the Health and Retirement Study and estimate fixed effects models with lags and leads to identify pathways of volunteering on a sample of 1,982 adults aged 50 and over. The results show a U-shaped pattern with a decline in volunteering activities before the death of the partner and then a slight process of adaptation and recovery. The process is strongly gendered, with women considerably more resilient than men. Whether death was expected or not influences the effect of the partner's death on volunteering, likely due to the pre-death burden of caregiving. Looking at the role of the partner's volunteering before death, we found for both genders, but especially for women, that the odds of volunteering increase (decrease) if the partner was (was not) volunteering (complementarity hypothesis).
The majority of empirical studies focus on a single Social Determinant of Health (SDH) when analysing health inequalities. We go beyond this by exploring how the combination of education (micro ...level) and household arrangements (mezzo level) is associated with self-perceived health.
Our data source is the 2014 cross-sectional data from the European Survey of Living Conditions (EU-SILC). We calculate the predicted probabilities of poor self-perceived health for the middle-aged European population (30-59 years) as a function of the combination of the two SDHs. This is done separately for five European country groups (dual-earner; liberal; general family support; familistic; and post-socialist transition) and gender.
We observe a double health gradient in all the country groups: first, there is a common health gradient by education (the higher the education, the lower the probability of poor health); second, household arrangements define a health gradient within each educational level according to whether or not the individual lives with a partner (living with a partner is associated with a lower probability of poor health). We observe some specificity in this general pattern. Familistic and post-socialist transition countries display large differences in the predicted probabilities according to education and household arrangements when compared with the other three country groups. Familistic and post-socialist transition countries also show the largest gender differences.
Health differences in European populations seem to be defined, first, by education and, second, by living or not living with a partner. Additionally, different social contexts (gender inequalities, educational profile, etc.) in European countries change the influences on health of both the SDHs for both women and men.
Life-course studies have shown that early-life conditions predict health and socio-economic status in adult life. This study analyzes whether experiencing a traumatic event in childhood, i.e., the ...Second World War (WW2), affects subjective survival probabilities (SSPs). We rely on a representative sample of European adults who were differentially exposed to WW2 during childhood as a result of their date and place of birth. Results show that exposure to WW2 increases SSPs, with socio-economic and health characteristics not playing a mediating role. War exposure also counterbalances the adverse effects of health impairments on SSPs, but it does not affect health outcomes per se. This fact, jointly with low mortality rates of the cohort under investigation, suggests that selective mortality and post-traumatic stress are not the main channels. Instead, the results support the hypothesis that personal growth and life appreciation emerge after traumatic events, thereby leading to optimistic perceptions of longevity.
Objective: We assessed whether education inequalities in health among older people can be partially explained by different levels of active aging among educational groups. Method: We applied logistic ...regression and the Karlson, Holm, & Breen (KHB) decomposition method using the 2010 and 2012 waves of the Survey of Health, Ageing and Retirement in Europe on individuals aged 50+ years (N = 27,579). Active aging included social participation, paid work, and provision of grandchild care. Health was measured by good self-perceived health, low number of depressive symptoms, and absence of limitations because of health in activities people usually do. Results: We found a positive educational gradient for each of the three health measures. Up to a third of the health gaps between high and low educated were associated with differences in engagement in active aging activities. Discussion: Policies devoted at stimulating an active participation in society among older people should be particularly focused on lower educated groups.
Gender attitudes toward women's employment are of particular importance because they positively influence gender-equal outcomes in the labor market. Our understanding of the mechanisms that promote ...egalitarian gender attitudes among immigrants, however, remains limited.
By studying first- and second-generation immigrants from multiple origins and living in different countries, this article seeks to explain under what conditions the prevalent cultural attitudes toward gender roles at the origin and destination influence immigrants' gender attitudes. We address three main research questions. First, does the country-of-origin gender ideology influence immigrants' views toward working women? Second, does the country-of-destination gender ideology influence immigrants' view toward working women? Are these relationships moderated by (1) the immigrant generation; (2) the age at arrival in the country of destination; (3) the length of residence at destination?
Using data from the European Social Survey, we model immigrants' gender attitudes toward working women using linear cross-classified models to account for clustering into the country of origin and destination.
The results highlight the importance of the context of early socialization in shaping immigrants' gender attitudes. First-generation immigrants, and more specifically, adult migrants hold gender attitudes that reflect more strongly the country of origin's gender culture. In contrast, the positive association between gender ideology at destination and immigrants' gender attitudes is stronger among second-generation immigrants and child migrants.
We add to the literature on gender ideology formation by analyzing the influence of gender ideology at the origin- and destination-levels on the gender attitudes of immigrants from 96 countries of origin and residing across 32 countries of destination.
Although it is well-known that care responsibilities are strongly gendered also in later life, the consequences for older women of juggling work and care responsibilities are understudied. This study ...contributes to fill this gap by focusing on the wellbeing implications for older European women of combining work and grandchild care. The role strain and role enhancement theories guide our theoretical predictions. While the former predicts a lower wellbeing due to the double burden of grandchild care and paid work, the latter posits an increase in wellbeing through the accumulation of social identities or roles. By using longitudinal data from the Survey of Health, Ageing and Retirement in Europe (SHARE), we investigate whether grandmothers who do and those who do not work experience different levels of quality of life, depressive symptoms and life satisfaction. Our statistical model consists in a fixed-effect regression that adjusts for the lagged outcome. Results show that, among grandmothers engaged in paid work, grandchild care is not significantly associated with any of the three outcomes considered. Instead, non-working grandmothers seem to benefit from provision of grandchild care, in terms of higher quality of life and lower number of depressive symptoms. As thus, the provision of grandchild care tends to be beneficial for grandmothers' wellbeing only if they do not combine this activity with paid work. Juggling paid work and childcare to grandchildren may result in an excessive burden which eliminates the potential benefits of grandchild care on older women's wellbeing.
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