Francesco C. Billari’s research while affiliated with Bocconi University and other places

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Publications (210)


Homecoming After Brexit: Evidence on Academic Migration From Bibliometric Data
  • Article

December 2024

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16 Reads

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2 Citations

Demography

Ebru Sanlitürk

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Samin Aref

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Francesco C Billari

This study assesses the initial effects of the 2016 Brexit referendum on the mobility of academic scholars to and from the United Kingdom (UK). We leverage bibliometric data from millions of Scopus publications to infer changes in the countries of residence of published researchers by the changes in their institutional affiliations over time. We focus on a selected sample of active and internationally mobile researchers whose movements are traceable for every year between 2013 and 2019 and measure the changes in their migration patterns. Although we do not observe a brain drain following Brexit, we find evidence that scholars’ mobility patterns changed after Brexit. Among the active researchers in our sample, their probability of leaving the UK increased by approximately 86% if their academic origin (country of first publication) was an EU country. For scholars with a UK academic origin, their post-Brexit probability of leaving the UK decreased by approximately 14%, and their probability of moving (back) to the UK increased by roughly 65%. Our analysis points to a compositional change in the academic origins of the researchers entering and leaving the UK as one of the first impacts of Brexit on the UK and EU academic workforce.


Random-effect meta-analysis estimates with 95% confidence intervals of the total association between parental socioeconomic status and fertility norms (perceived lower age limit at first birth) (Panel a), ideals (ideal age at first birth) (Panel b), and behaviors (first birth by 30 for women and 32 for men) (Panel c). Note Random-effect meta-analysis estimates with 95% confidence intervals. Norms: overall, DL, 0.17 (I² = 34.6%, p = 0.061). Ideals: overall, DL, 0.29 (I² = 58.9%, p = 0.000). Behaviors: overall, DL, -0.17 (I.² = 51.5%, p = 0.004)
Random-effect meta-analysis estimates with 95% confidence intervals of the direct association between parental socioeconomic status and fertility norms (perceived lower age limit at first birth) (Panel a), ideals (ideal age at first birth) (Panel b), and behaviors (first birth by 30) (Panel c) mediated by respondents’ education. Note Random-effect meta-analysis estimates with 95% CI. Norms: overall, DL, 0.15 (I² = 23.1%, p = 0.166). Ideals: overall, DL, 0.23 (I² = 53.5%, p = 0.002). Behaviors: overall, DL, -0.07 (I.² = 35.4%, p = 0.056)
Stratified Fertility: Age Norms, Ideals, Behaviors, and the Role of National Contexts
  • Article
  • Full-text available

November 2024

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40 Reads

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1 Citation

European Journal of Population

A growing body of research shows that demographic attitudes and behaviors across the life course are socially stratified. Building on this and focusing on the transition to parenthood, we hypothesize that (i) parental socioeconomic status is associated with multiple dimensions of the transition to parenthood, including fertility norms (perceived lower age limit at first birth), ideals (ideal age at first birth), and behaviors (age at first birth), and that (ii) this association varies across national contexts, as national contexts determine the opportunities and constraints that guide young adults’ life course attitudes and behaviors. Drawing on the European Social Survey 2006 and 2018 data, we analyze early fertility norms and ideals and later fertility behaviors of a pseudo-panel of individuals born between 1976 and 1988. We show that (i) parental socioeconomic status is positively associated with later fertility norms, later fertility ideals, and later childbearing, even when controlling for respondents’ own socioeconomic status, and that (ii) national contexts partially moderate these associations. We conclude by discussing implications for theories of fertility and highlighting avenues for future research.

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Search for a New Home: Refugee Stock and Google Search

September 2024

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10 Reads

International Migration Review

Following the assumption that trends of online queries may indicate intentions and help to predict human behavior, this study addresses the general issue of analyzing, nowcasting, and predicting migrant decisions through an analysis of Google search patterns in the case of Syrians in Turkey. Aiming to contribute to the literature on predicting migration patterns, we examine the relationship between Google search queries for province names in Turkey and the number of Syrians under temporary protection across provinces from January 2016 to December 2019 and demonstrate a positive and significant association. Then, we explore the predictive power of Google searches in predicting the stock of Syrians under temporary protection in Turkey across provinces. We exploit the alphabetical difference between Turkish and Arabic as the method of differentiation between host and migrant populations. Our findings indicate that Google searches can be good predictors for estimating refugee stocks, especially when traditional data are not available. They can also be helpful in forecasting the changing pattern of migrant stocks at frequent intervals, to which conventional socioeconomic indicators are less sensitive due to their less frequent reporting periods.


Fertility Postponement, Economic Uncertainty, and the Increasing Income Prerequisites of Parenthood

March 2024

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15 Reads

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12 Citations

Population and Development Review

Rich societies have witnessed a postponement of parenthood over the past two decades, and young adults’ economic conditions are often invoked to explain this trend. However, macro‐level trends in both “subjective” perceptions of economic uncertainty and “objective” measures of actual income provide no satisfactory explanation for the postponement of parenthood. We propose a potential solution to this puzzle by hypothesizing that the economic prerequisites of parenthood have increased over the past two decades. We expect that this has raised the degree of perceived economic certainty and the level of income that people wish to achieve before having a first child. To test this hypothesis, we draw on individual‐level longitudinal data from seven countries from the Comparative Panel File. Our findings show that young adults’ perceived economic uncertainty is not consistently associated with the transition to parenthood. Moreover, the effects of perceived economic uncertainty did not change over time. In contrast, we find consistent evidence that the link between income and first birth has become more strongly positive over the past two decades. This is true mainly for women but also for men, and suggests that increasing income prerequisites are a key mechanism behind the postponement of parenthood.


Leaving the parental home during the COVID-19 pandemic: the case of Southern Europe

February 2024

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52 Reads

Advances in Life Course Research


Age-period-cohort analysis of U.S. fertility: a realistic approach

December 2023

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49 Reads

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1 Citation

A key question for the explanation of fertility trends in advanced societies is whether, in addition to age, period- rather than cohort-related factors matter. In this paper, we analyze a standard set of age-specific fertility rates – from the Human Fertility Database – on the United States between 1933 and 2015. More specifically, we describe and apply an Age-Period-Cohort (APC) modeling approach that relies on second differences as identifiable parameters. Results of our APC analyses tend to be consistent with an interpretation that gives a greater weight to period effects over shorter time horizons, with a significant presence of smooth cohort effects over the longer term.


Unhealthy sleep assimilation

November 2023

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1 Read

European Sociological Review

Migrant health advantages, the ‘healthy immigrant effect’, erode over time, leading to what is known as unhealthy assimilation. Health-related behaviours are central to unhealthy assimilation, and here we focus on an understudied and central part of our daily time: sleep. Building on diverse streams of literature, we conceptualize and empirically study the sleep assimilation patterns of immigrants. With data from Germany, we demonstrate that immigrants sleep significantly more than natives upon arrival, while their sleep ‘advantage’ dissipates with years spent in the host country. We also explore the heterogeneity of the sleep assimilation process by gender, education, wages, work schedules, and job physical intensity.



Homecoming After Brexit: Evidence on Academic Migration from Bibliometric Data

August 2022

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76 Reads

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3 Citations

This study assesses the initial effects of the 2016 Brexit referendum on the mobility of academic scholars to and from the United Kingdom (UK). We leverage bibliometric data from millions of Scopus publications to infer changes in the countries of residence of published researchers by the changes in their institutional affiliations over time. We focus on a selected sample of active researchers whose movements are traceable for every year between 2013 and 2019, and measure the changes in their international migration patterns. While we do not observe a brain drain following Brexit, we find evidence that the mobility patterns of scholars began to change following the referendum. Among the active researchers in our sample, we find that their probability of leaving the UK increased by approximately 86% if their academic origin (country of first publication) was an EU country. For scholars with a UK academic origin, we observe that after Brexit, their probability of leaving the UK decreased by approximately 14%, and their probability of moving (back) to the UK increased by around 65%. Our analysis points to a compositional change in the academic origins of the researchers entering and leaving the UK as one of the first impacts of Brexit on the UK and EU academic workforce.


FIGURE 4 Annual PTR (per 1000) (blue, solid line), MST (%) (black, dashed line), Italy, 1916-2020 (with the exception of 1943-1945 during World War II)
FIGURE 5 Annual PTR (per 1000) (blue, solid line) and MST (%) (black, dashed line), Germany, 1990-2020
Demography: Fast and Slow

January 2022

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119 Reads

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32 Citations

Population and Development Review

Scientific ideas on the human population tend to be rooted in a “slow demography” paradigm, which emphasizes an inertial, predictable, self-contained view of population dynamics, mostly dependent on fertility and mortality. Yet, demography can also move fast. At the country level, it is crucial to empirically assess how fast demography moves by taking migratory movements into account, in addition to fertility and mortality. We discuss these ideas and present new estimates of the speed of population change, that is, country-level population turnover rates, as well as the share of turnover due to migration, for all countries in the world with available data between 1990 and 2020. Population turnover is inversely related to population size and development, and migratory movements tend to become important factors in shaping demography for both small and highly developed countries. Longitudinally, we analyze annual turnover data for Italy and Germany, documenting the changing speed of population change over time and its determinants. Accepting the “fast and slow” demography perspective has several implications for science and policy, which we discuss.


Citations (79)


... Combining these two factors, a competent cohort of academics from diverse backgrounds and an unsupportive environment of diversity has led to mass migration from Turkey to other developed countries. The British higher education sector absorbed much of this migration after Brexit, tightening inflows of European Union migration to academic posts (Şanlıtürk et al., 2022;Tsouroufli, 2023). ...

Reference:

Formation of a fragmented academic diaspora: A study of scholars from Turkey in the higher education sector in Britain
Homecoming After Brexit: Evidence on Academic Migration From Bibliometric Data
  • Citing Article
  • December 2024

Demography

... Fertility postponement happens when women decide to have children at a later age, or delay the birth of their next child. Postponement can occur due to pursuing secondary education, labor force participation, economic uncertainty, and shifts in values and attitudes (Mills et al. 2011;van Wijk and Billari 2024). Women may wait to have children until they have completed their educational goals, have reached a stable period in their career, or until they can purchase a house, among many other reasons. ...

Fertility Postponement, Economic Uncertainty, and the Increasing Income Prerequisites of Parenthood
  • Citing Article
  • March 2024

Population and Development Review

... Fertility is one of the drivers of population growth, and its understanding is of crucial relevance in Demography. Despite previous studies in the Age-Period-Cohort (APC) that highlight the importance of period effects to explain fertility decline (Pullum 1980;Billari and Graziani 2023;Kye 2012), our results suggest a different pattern in Puerto Rico. When implementing our Bayesian probabilistic methods, which consider the identification problem in an innovative way, we find that cohort effects seem to have greater weight when describing fertility in Puerto Rico, particularly for women born in the 1963-1967 cohort and onward. ...

Age-period-cohort analysis of U.S. fertility: a realistic approach

... The seminars were useful and profitable both for the Fund and for the members. Similar findings were obtained in an Italian study (Billari et al., 2023) that experimentally tested a low-cost, online literacy intervention program implemented with the largest employer-based pension fund in Italy. The software Finlife signifi-cantly increased the financial and demographic survival literacy of participants and encouraged them to seek more information, to become more active in financial decisions and to increase contributions to VPFs. ...

Online financial and demographic education for workers: Experimental evidence from an Italian Pension Fund

Journal of Banking & Finance

... Bibliometric data have proven useful for demographic research 37,38 , especially for research on scholars as a subset of the high-skilled population -see our group's prior work as examples 7,8,[14][15][16][17][18][19] -. By re-purposing these data and using academic affiliation addresses, it is possible to construct the mobility trajectories of individual scholars [11][12][13][14][15] . ...

Homecoming After Brexit: Evidence on Academic Migration from Bibliometric Data

... Demographic facts will provide a clear picture historically, and also clearer about society, culture and environment. In recent years, demography has become a branch of economics that sheds light on social population issues and is closely linked to population policy (3). There are clear boundaries in birth, death and migration (4), calculating the few demographic events that occur, rather than analyzing the reasons and timing behind them. ...

Demography: Fast and Slow

Population and Development Review

... Age is a crucial variable: on the one hand, childbearing is an age-dependent phenomenon; on the other, age allows us to capture cohort effects. Positive fertility intentions are less frequent among very young and older women (Menniti 2005;Philipov et al. 2005;Meggiolaro 2007Meggiolaro , 2010Fiori 2008;Mamolo et al. 2008;Liefbroer 2009;). ...

Now or Later? Fertility Intentions in Bulgaria and Hungary and the Impact of Anomie and Social Capital
  • Citing Article
  • January 2021

... The emotional responses to a video clip can be of many types as the results from this paper suggest and often not exogenous to behavioral choices. For instance, Galasso et al. (2013) find heterogenous effects of informational video-treatments on formal childcare on 1500 Italian women's intended labor supply. For this reason, the before/after video design implemented in this study allows to capture positive, neutral and negative memories induced by the exposition of all subjects to the same tsunami-recalling clip and -differently from Västfjall et al. (2008) and Galasso et al. (2013) -to net out the potential bias deriving from the correlation between emotional reactions, observed behavioral choices and unobserved personal traits. ...

The Difficult Case of Persuading Women: Experimental Evidence from Childcare
  • Citing Article
  • January 2013

SSRN Electronic Journal

... For example, Jordan (1997) highlighted the role of authority-when portrayed as authoritative knowledge, studies showing a negative impact from maternal employment on children's development were more likely to reinforce gender-essentialist views on parents' employment (Jordan 1997). Billari et al. (2013) stressed the importance of exposure to specific information in their experiment testing the effect of exposing individuals to studies showing that formal childcare has positive effects on children's well-being relative to childcare provided by mothers. They found that for highly educated women, the more information they were given about the positive impact of formal childcare, the more likely they were to anticipate working continuously. ...

The Difficult Case of Persuading Women: Experimental Evidence from Childcare
  • Citing Article
  • January 2013

SSRN Electronic Journal

... Recent empirical studies have examined the effect of broadband connection on fertility choices in Germany (Billari et al., 2019) and among teen's fertility decisions in the U.S. (Guldi & Herbst, 2017). In developing country context, several studies have examined the roles of mass media and social networks in the diffusion of contraceptive behavior (Arokiasamy et al., 2004;Behrman et al., 2002;Bhavnani & Nellis, 2016;Cheng, 2011;Jensen & Oster, 2009;Kincaid, 2000;Kohler et al., 2001). ...

Does Broadband Internet Affect Fertility?
  • Citing Article
  • January 2017

SSRN Electronic Journal