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2010 - n° 26
Using descriptive statistics, civil marriages and marriages preceded by premarital cohabitation are more unstable, i.e., more frequently followed by divorce. However, the literature has shown that selectivity plays an important role in the relationship between premarital cohabitation and union dissolution. We do not have evidence to date regarding the selectivity in the effect of civil marriage. The Italian case appears particularly interesting given the recent diffusion of premarital cohabitation and civil marriage. Using micro-level data from a national-level representative survey held in 2003, we develop a multiprocess model that allows unobserved heterogeneity to be correlated across the three decisions (premarital cohabitation, civil marriage, and divorce). Our results show that selectivity is the main factor that explains the higher divorce rates among those who experience premarital cohabitation and a civil marriage. Net of selectivity, the causal effect on union dissolution disappears.
Roberto Impicciatore, Francesco Billari
Keywords: divorce,cohabitation,civil marriage,religion,multiprocess models,selectivity
2016 - n° 87
Education is a key sociological variable in the explanation of health and health disparities. Conventional wisdom emphasizes a life course-human capital perspective with expectations of causal effects that are quasi-linear, large in magnitude for high levels of educational attainment, and reasonably robust in the face of measured and unmeasured explanatory factors. In this paper, we challenge this wisdom by offering an alternative theoretical account and an empirical investigation organized around the role of measured and unmeasured cognitive and non-cognitive skills as confounders in the association between educational attainment and health. Based on longitudinal data from the National Longitudinal Survey of Youth – 1997 spanning mid adolescence through early adulthood, results indicate that a) effects of educational attainment are very vulnerable to issues of omitted variable bias; b) that measured indicators of cognitive and non-cognitive skills account for a significant proportion of the traditionally observed effect of educational attainment; c) that such skills have effects larger than that of even the highest levels of educational attainment when appropriate controls for unmeasured heterogeneity are incorporated; and d) that models that most stringently control for such time-stable abilities show little evidence of a substantive association between educational attainment and health. Implications for theory and research are discussed.
Naomi Duke, Ross Macmillan
Keywords: Education,health,life-course epidemiology,cognitive and non-cognitive skills,causality.
2017 - n° 111
We study the educational choices of children of immigrants in a tracked school system. We first show that immigrant boys in Italy enroll disproportionately into vocational high schools, as opposed to technical and academically-oriented high schools, compared to natives of similar ability. Immigrant girls, instead, choose similar schools as native ones. We then estimate the impact of a large-scale, randomized intervention providing tutoring and career counseling to high-ability immigrant students. Male treated students increase their probability of enrolling into the high track to the same level of natives, also closing the gap in terms of grade retention. There are no significant effects on immigrant females, who exhibit similar choices and performance as native ones in absence of the intervention. Increases in academic motivation and the resulting changes in teachers’ recommendation regarding high school choice explain a sizable portion of the effect, while the effect of increases in cognitive skills is negligible. Finally, we find positive spillovers on immigrant classmates of treated students, while there is no effect on native classmates.
Michela Carlana, Eliana La Ferrara, Paolo Pinotti
Keywords: tracking,career choice,immigrants,aspirations,mentoring
2016 - n° 90
In this paper, we exploit pension reform-induced changes in retirement eligibility requirements to assess the role of grandparental child care availability in the employment of women who have children under 15. We focus on Italy for two reasons: first, it has low rates of female employment and little formal child care provision, and second, it has undergone several pension reforms in a relatively short time span. Our analysis shows that, among the women studied, those whose own mothers are retirement eligible have a 13 percent higher probability of being employed than those whose mothers are ineligible. The pension eligibility of maternal grandfathers and paternal grandparents, however, has no significant effect on the women’s employment probability. We also demonstrate that the eligibility of maternal grandmothers mainly captures the effect of their availability for child care. Hence, pension reforms, by potentially robbing households of an important source of flexible, low-cost child care, could have unintended negative consequences for the employment rates of women with children.
Massimiliano Bratti, Tommaso Frattini, Francesco Scervini
Keywords: grandparental child care,maternal employment,pension reform,retirement
2019 - n° 136

Robots have radically changed the demand for skills and the role of workers in production at an unprecedented pace, with little scope for human capital adjustments. This has affected the job stability and the economic perspectives of large parts of the population in all industrialized countries. Recent evidence on the US labor market has shown negative effects of robots on employment and wages. In this study, we examine how exposure to robots and its consequences on job stability and economic uncertainty have affected individual demographic behavior. To establish this relationship, we use data from the American Community Survey and the International Federation of Robotics and we adopt an empirical strategy that relies on regional industry specialization before the advent of robots combined with the growth of robot adoption by industry. We first document the differential effect of robots on the labor market opportunities of men and women. We find that in regions that were more exposed to robots, the gender-income and labor-force-participation gaps declined. We then show that US regions affected by intense robot penetration experienced a decrease in new marriages, and an increase in both divorce and cohabitation. While there was no change in overall fertility rate, marital fertility declined, and there was an increase in out-of-wedlock births. Our findings are consistent with the hypothesis that the changes in labor markets triggered by robot adoption increased uncertainty, reduced the relative marriage-market value of men, and the willingness to commit for the long term.

Massimo Anelli, Osea Giuntella, Luca Stella
Keywords: Automation,marriage market,divorce,cohabitation,fertility,gender
2011 - n° 38
The paper analyses the impact of grandparenting on individuals' fertility behaviour using longitudinal data from eleven European countries. In particular, we focus on how siblings may share and compete for grandparents' time in terms of childcare. By considering different family scenarios, we show that availability of grandparenting play an important role in individuals' decision making for having children. Grandparenting is particularly important in the South of Europe where public childcare is limited and here we see a large impact of grandparenting on fertility.
Arnstein Aassve, Elena Meroni, Chiara Pronzato
Keywords: fertility,grandparents,SHARE,extended family
2011 - n° 36
Using data from seven countries drawn from the Generations and Gender Survey, we study the relationship between informal childcare provided by grandparents and mothers' employment. The extent of formal childcare varies substantially across European countries and so does the role of grandparents in helping out rearing children. The extent of grandparenting also depends on their attitudes, which in turn relate to social norms and availability of public childcare, and hence the country context where individuals reside matters considerably. Within families, attitudes toward childcare are associated with attitudes towards women's working decisions. The fact that we do not observe these attitudes may bias the estimates. By using instrumental variable techniques we find that only in some countries mothers' employment is positively and significantly associated with grandparents providing childcare. In other countries, once we control for unobserved attitudes we do not find this effect.
Arnstein Aassve, Bruno Arpino, Alice Goisis
Keywords: female labour market participation,grandparents,childcare,attitudes,omitted variable bias
2011 - n° 44
We empirically investigate the determinants of the female decision of investing in post-secondary education, focusing on the role played by the context where young women take their education decision. We first develop a stylized two-period model to analyse the female decision of investing in education and highlight two main determinants: the time to be devoted to child care and the probability of working in a skilled job. We then use data on educational decisions of women in the 17-21 age group drawn from EU-Silc, available for the years 2004-2008. From the same survey we construct context indicators at the regional level, and exploit regional variability to identify how women's educational investment reacts to changes in the surrounding context. We find that the share of working women with children below 5 and the share of women with managerial positions or self-employed positively affect the probability that women enrol in post-secondary education. The same does not hold for men.
Alessandra Casarico, Paola Profeta, Chiara Pronzato
Keywords: post-secondary education,university,child care time requirement,managerial positions,self-employment,context,EU-Silc,repeated cross section
2008 - n° 10
In this paper we analyse the relationship between happiness and childbearing taking a comparative perspective. We argue that fertility and happiness are somewhat linked and we investigate whether there are important differences across European countries. Using happiness as a welfare measure offers important benefits over income especially when interest lies in understanding how individuals' wellbeing is associated with childbearing outcomes. We use the European Social Survey (ESS) and apply simple regression techniques, controlling for country differences, and find indeed a positive and significant association between happiness and childbearing. However, parents do not appear to be consistently happier in some countries than in others. The final set of analyses reveals a very strong interconnection between, childbearing, partnership and happiness.
Arnstein Aassve, Maria Sironi, Alice Goisis
Keywords: happiness,childbearing,European social survey,ESS
2016 - n° 95
This paper relates social mobility and social stratification to higher education policy. We show that higher‐education policy which leads to differences in quality and per‐student expenditure as well as in admission procedures between standard and elite universities, is a key factor in generating permanent social stratification and social immobility. We develop an intergenerational model which shows that a two‐tier higher education characterised by a division between elite and standard universities can be a key factor in generating permanent social stratification, social immobility and self‐reproduction of the ‘elite’. In our approach, low mobility is essentially explained by the differences in quality and in selection between elite and standard universities. A key result is that the wider the quality gap and the difference in per‐student expenditures between elite and standard universities, the less social mobility. This is because a larger quality gap reinforces the weight of family backgrounds at the expense of personal ability. Our simulations show that this impact can be large. These findings provide theoretical bases for the impact of higher education policy on social mobility.
Elisa S. Brezis, Joel Hellier
Keywords: Elite,Higher Education,Intergenerational mobility,Social stratification