Women in Economics seminar

Master’s students Analía García ’19 (ITFD) and Lorena Franco ’19 (Economics) organized the seminar to highlight research by female PhD students and professors

Women in Economics seminar

This May, BGSE Master’s students Analía García ’19 (ITFD) and Lorena Franco ’19 (Economics) organized the Women in Economics two-day seminar, which meant to highlight female PhD students and faculty members’ research.

Three students and four Barcelona GSE Affiliated Professors presented their work, which varied from family economics to political economics and experimental economics. More information of the speakers and their topics below.

Organizers Analía García ’19 and Lorena Franco ’19

These efforts, nonetheless, started over two months ago when both students, who are from Latin America and the Caribbean, organized an open forum on International Women’s Day. Having prior work experience and noting the clear lack of female representation in economics and academia, they wanted to expand the conversations on the topic and discuss what we could do to potentially “make it better” within their parameters. The Women in Economics seminar was born from the conversations during the first and second open forums, and thanks to the ideas of Marta Morazzoni and Claudia Meza, both PhD students at GPEFM (UPF and Barcelona GSE).

Putting this together was a challenge given this had not been done at BGSE before, but the organizers hope this was insightful for all those who attended.

More female and racial diversity in economics and academia, please!

The speakers and the titles of the work were the following (listed alphabetically):

PhD Students

  • Marta Morazzoni “Family Dynamics in Macroeconomics: when the representative household does not represent us anymore”
  • Marta Santamaría “The Gains from Reshaping Infrastructure: Evidence from the Division of Germany”
  • Alina Velias “When to Tie Odysseus to the Mast: Costly Commitment Under Biased Expactations”


  • Enriqueta Aragonés “Stability of a Multi-level Government: A Catalonia in Spain”
  • Rosa Ferrer “Consumers’ Costly Responses to Product-Harm Crises” and “Gender Gaps in Performance: Evidence from Young Lawyers”
  • Ada Ferrer-i-Carbonell “Relative Deprivation in Tanzania”
  • Rosemarie Nagel “Regularities in the Lab, Brain, and Field: A Cognitive Reasoning Model”

Asymmetric Social Distance Effects in the Ultimatum Game

Publication by Orestis Vravosinos ’18 (Economics) with Kyriakos Konstantinou

The Ultimatum Game Comic
Comic author: Zach Weinersmith

A paper by Orestis Vravosinos (Economics ’18, UPF MRes in Economics ’19) and Kyriakos Konstantinou (LSE) has just been published in the Review of Behavioral Economics. Below is an overview of the paper.

The Ultimatum Game

Given that in experiments ultimatum game outcomes are often significantly different from Nash equilibrium predictions under standard assumptions on preferences, many studies have examined the impact of fairness on players’ considerations and how the effect of the sense of fairness on players’ actions may vary, while other factors change. It has been argued that increased stakes (larger sum of money distributed) can reduce sensitivity to fairness of player 2 making it more likely that she accepts lower shares of the total sum, thus, giving player 1 the opportunity to offer a lower share.

Social Distance

Social distance has also been found to affect fairness. In the existing literature, social distance commonly varies only from players being close relatives or friends to complete strangers, even though negatively-valenced relationships can be important from an economic point of view. Our study aims to fill this gap by introducing negatively-valenced relationships between the players. We argue that altruistic and empathetic behavior of the proposer towards the responder may not vary (increase) as significantly in the region of negative relationships compared to the region of positive relationships. Similarly, social distance effects stemming from reciprocity may vary less in the region of negative relationships. Thus, we hypothesize that in the ultimatum game social distance effects are asymmetric with their magnitude varying more in the spectrum of positively compared to negatively-valenced relationships.

Our experimental results support this hypothesis; in the region of positively-valenced relationships, the proposers increase the percentage they offer as relationship quality increases more drastically compared to when the relationship is negatively-valenced, in which case they appear more invariant to relationship effects. Also, by eliciting a minimum share which the responder is willing to accept out of the total sum, we provide clearer results on the social distance and stakes effects on the latter’s behavior. Last, we find a negative effect of relationship quality on the minimum acceptable share. This contradicts a strand of the literature which suggests that closer-“in-group” individuals may be punished more severely, so that cooperation in a group is maintained.


Orestis Vravosinos and Kyriakos Konstantinou (2019), “Asymmetric Social Distance Effects in the Ultimatum Game”, Review of Behavioral Economics: Vol. 6: No. 2, pp 159-192.

Orestis Vravosinos

Orestis Vravosinos ’18 is an MRes student at GPEFM (UPF and Barcelona GSE). He is an alum of the Barcelona GSE Master’s in Economics.

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Setting an example? Spillover effects of Peruvian Magnet Schools

Economics ’18 master project turned working paper by alumni Mariel Bedoya, Karen Espinoza, Bruno Gonzaga, and Alejandro Herrera Jiménez

What started out as a Barcelona GSE master project has developed into a full-fledged working paper by four alumni of the Master’s in Economics Class of 2018: Mariel Bedoya, Karen Espinoza, Bruno Gonzaga, and Alejandro Herrera Jiménez.

The team after submitting their Economics master project, June 2018

The paper, “Setting an example? Spillover effects of Peruvian Magnet Schools,” is now part of the Development Research Working Paper Series of the Institute for Advanced Development Studies (INESAD), a research center in La Paz, Bolivia.

Mariel explains that the idea to research this topic occurred to her because before doing the master in BGSE, she worked in the Ministry of Education of Peru, in the Impact Evaluation Division.

“The topic was interesting for us because although there is plenty of literature studying these selective schools’ first order effects (that is, effects on the students who directly benefited from the creation of these schools), we found scarce evidence about second-order effects (effects on students who shared environments with the high achieving student previously). Even more, analyzing externalities seemed of importance for a program such as COAR in Peru since the expenditure per student for the program is relatively high,” Mariel says.

The team has presented their research in three seminars so far, two in Peru and one in Bolivia.

“We aim to continue this research project in the near future. We got the opportunity of presenting findings of our research for public servants within the Ministry of Education last year, including the Director of the Division of Specialized Education Services, who is in charge of the COAR Program. This research complements ongoing efforts of the Ministry of Education of evaluating COAR’s first order effects. They seemed keen on helping us, especially because we do not have yet the necessary data to conclude on the mechanisms that may be driving the results we find, and they would like us to tell them more about this point in particular. We hope to have a new version of this paper by the end of the year.”

About the authors

Mariel Bedoya ’18 is a Policy and Research Associate with Abdul Latif Jameel Poverty Action Lab (J-PAL) in Peru. LinkedIn | Twitter

Bruno Gonzaga ’18 is a Senior Analyst in the Juncture Analysis Department of the Central Reserve Bank of Peru. LinkedIn | Twitter

Alejandro Herrera Jiménez ’18 is an Associate Researcher at INESAD in Bolivia. LinkedIn | Twitter

Karen Espinoza ’18 is Coordinator of the Innovation Lab of the Ministry of Education in Peru (MineduLAB). LinkedIn

The Transition to the Knowledge Economy, Labor Market Institutions, and Income Inequality in Advanced Democracies

Publication by Angelo Martelli ’11 (Economics)

Angelo Martelli '11

Hot off the press! My publication “The Transition to the Knowledge Economy, Labor Market Institutions, and Income Inequality in Advanced Democracies” with David Hope (King’s College) is finally out in World Politics.

A good read for all those interested in understanding the extent to which the relationship between the changing nature of work and income inequality is influenced by national labor market institutions.

Paper abstract

Recent work in comparative political economy has found that labour market institutions can mitigate the inequality-enhancing effects of the transition to the knowledge economy (Hope and Martelli 2019). While this work enhances our understanding of the role and importance of labour market institutions in the post-industrial era, it cannot tell us much about the underlying mechanisms. This paper aims to fill that gap in the literature by undertaking a micro-level econometric study on Denmark using a unique longitudinal dataset with linked employer-employee data, the Integrated Database for Labour Market Research (IDA). The central analysis in the paper will explore the influence of union membership and collective bargaining on within and between firm inequality in knowledge-intensive sectors. It will also test competing hypotheses as to why labour market institutions have been able to damp down the effects of the transition to the knowledge economy on income inequality.

A couple of takeaways

The transition to the knowledge economy began in earnest after the crisis of Fordism in the 1970s. Figure 1 (below) shows the employment expansion in knowledge-intensive service sectors, such as finance, insurance, business services, and telecommunications, between 1970 and 2006. Growth of knowledge employment was ubiquitous in the advanced democracies over this period; the average employment expansion was close to nine percentage points. The rise of the knowledge economy is clearly demonstrated by this substantial shift in economic structure away from traditional industries and toward ICT-intensive service sectors.

figure 1

Figure 2 (below) shows that for the income share of the top 1 percent, an increase in knowledge employment is associated with an increase in inequality when wage coordination and collective bargaining coverage are very weak, but has little or no effect when they’re at their highest levels.

figure 2

You can read more about this research in a blog post I wrote with my coauthor based on a previous version of the paper on LSE’s European Politics and Policy blog (EUROPP).

Next we are planning to work on A Micro-Level Study of the Knowledge Economy, Institutions, and Income Inequality.


Angelo Martelli ’11 is a Postdoctoral Research Fellow at LSE. He is an alum of the Barcelona GSE Master’s in Economics.

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Economics by Barcelona GSE alumni at CaixaBank Research (Vol. 2)

Recent work by alumni at CaixaBank Research

It’s our second roundup of articles by Barcelona GSE Alumni who are now working as research assistants and economists at CaixaBank Research in Barcelona (see Vol. 1).

This roundup includes posts and videos from the second half of 2018 and early 2019, listed in reverse chronological order. Click each author’s name to view all of his or her articles from CaixaBank Research in English, Catalan, and Spanish.

Education as a lever for inclusive growth

Ricard Murillo ’17 (International Trade, Finance, and Development)

The importance of education for people’s well-being throughout all stages of their lives is beyond any doubt. At the economic level, individuals with higher levels of education tend to enjoy higher employment rates and income levels. What is more, all the indicators suggest that in the years to come, the role of education will be even more important. The challenges posed by technological change and globalisation have a profound effect on the educational model.

Social cohesion and inclusive growth: inseparable

Javier Ibáñez de Aldecoa ’18 (Economics)

Faced with the major transformation of the productive system brought about by technological change and globalisation, as well as the challenges posed by an ageing population, it is important to take action to strengthen social cohesion – an indispensable element if we are to carry out reforms that foster an inclusive and sustained form of growth.

The central banks, at the helm of a more volatile environment

Adrià Morron ’12 (Economics) and Ricard Murillo ’17 (ITFD)

The US and the euro area are at different stages of their financial cycles: while the Fed’s monetary policy is close to becoming neutral or even restrictive, the ECB remains in clearly accommodative territory. However, to some extent, both are facing a common risk: the decoupling between their monetary policy and the financial conditions. The two institutions will try to manage their tools carefully, in order to facilitate a gradual adjustment of the financial conditions in the US and, in the case of the euro area, to keep them in accommodative territory.

Regulation more appropriate to the nature of the banking sector

Gerard Arqué ’09 (Macroeconomic Policy and Financial Markets)

Thanks to the implementation of the measures introduced following the financial crisis, today the financial sector is more robust than before. This will help to minimise the impact to the economy and financial stability in periods of upheaval, since countries with better-capitalised banking systems tend to experience shorter recessions and less contraction in the supply of credit. However, the outstanding tasks we have mentioned should be properly addressed sooner rather than later.

Bonus video! An unconventional monetary policy cycle

Adrià Morron ’12 (Economics)

Central banks are facing the challenge of removing the extraordinary measures imposed during the financial crisis of 2007-2008 and the subsequent economic recession. In normal times, central banks would simply raise interest rates up to the desired level. However, monetary policy is currently in a rather unconventional cycle.

Source: Caixabank Research

If you’re an alum and you’re also writing about Economics, let us know where we can find your stuff!

The heterogenous effects of environmental taxation on green investment

IND+I Science award for research by Kinga Tchorzewska ’15 (Economics)


I am honoured and overjoyed to have received the IND+I Science award in the category of “Green Industry for Sustainable Growth.” Big thank you to Magdalena Dominguez ’17 and Rodrigo Martinez ’17 for representing me at the award ceremony! So delighted and motivated even more to work hard towards research on public policies and green innovation!

Fellow BGSE alum Magdalena Domínguez ’15 collects the prize on Kinga’s behalf

About the paper

This paper investigates the effectiveness of environmental taxation at stimulating adoption of energy efficient and pollution abating technologies across manufacturing firms.

To that aim, we use the fact that Spain does not have a consolidated environmental taxation policy at the national level, instead there exist significant differences between regions in implementation of the environmental taxes e.g.  air pollution taxes, waste taxes and others. We use categorical treatment matching to study the heterogenous effects of different levels of taxation on adoption of green technologies. We assess the effects between firms forced to pay environmental taxation (treated) and those that did not have to pay such taxes (controls) as well as between different levels of environmental taxation (small, medium, large). We control for time and firm fixed effects thanks to the use of a panel data set of 2,562 Spanish firms between 2008 and 2014.

We find that environmental taxation is ineffective at stimulating green technologies adoption at low levels of environmental taxation. As we increase the level of taxation the effect increases. Additionally, we find that even low levels of environmental taxation can be effective if combined with public financing. In that case the effect is stronger than from providing public financing alone.

The research leading to these results has received funding from RecerCaixa (RecerCaixa project 2016: The climate change challenge: policies for energy transition) and it is supervised by my advisor Prof. José Garcia-Quevedo.

I would also like to add that I will be awarded a SEBAP Research Mobility Grant this month, which is financing my current stay at University of Illinois at Urbana-Champaign, working with Prof. Tatyana Deryugina.


Kinga Tchorzewska ’15 is a visiting scholar at University of Illinois at Urbana-Champaign. She is an alum of the Barcelona GSE Master’s in Economics.

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Fake News, Immigration and Opinion Polarisation

A poster by Carlo Borella ’17 (Economics) has won the Festival Prize at the 2019 LSE Research Festival.

A poster created by Carlo Alessandro Borella ’17 has won the Festival Prize at the 2019 LSE Research Festival. This prize was awarded to the shortlisted submission that best engaged with the LSE Festival theme “New World (Dis)Orders” as judged by LSE Director Minouche Shafik.

Carlo’s poster is based on a paper of that same title that he wrote with fellow Barcelona GSE alum, Diego Rossinelli ’17 (Economics). That paper was published in SocioEconomic Challenges a few months after they graduated from the Barcelona GSE Master’s.

Carlos receives the award at the LSE Research Festival

About the paper

Nowadays, it is hard to venture online without coming across a heated discussion over “Fake News”; as a result, people are finding hard times moving through an entirely new distorted era of misinformation. In this paper, we investigate the effect of fake news on people’s opinion polarisation.

Carlo and his winning poster
Carlo and his winning poster. See the full-size poster

About the authors

Carlo Borella is a research assistant and Master’s student at the London School of Economics and Political Science.

Diego Rossinelli is a specialist in social policy evaluation at the Ministry of Development and Social Inclusion of Peru.

Both are graduates of the Barcelona GSE Economics Master’s Program.

Unlucky Cohorts: Estimating the Long-Term Effects of Entering the Labor Market in a Recession in Large Cross-Sectional Data Sets

A new publication by Hannes Schwandt (GPEFM ’12) in the Journal of Labor Economics

Hannes Schwandt (GPEFM ’12) is Assistant Professor of Economics at Northwestern University’s School of Education and Social Policy, currently visiting Stanford University’s Institute for Economic Policy Research (SIEPR). His paper, “Unlucky Cohorts: Estimating the Long-term Effects of Entering the Labor Market in a Recession in Large Cross-sectional Data Sets” (with Till von Wachter) has just been published in the January 2019 issue of the Journal of Labor Economics. The paper has garnered attention from major media outlets including The Economist and The Financial Times.


This paper studies the differential persistent effects of initial economic conditions for labor market entrants in the United States from 1976 to 2015 by education, gender, and race using labor force survey data. We find persistent earnings and wage reductions, especially for less advantaged entrants, that increases in government support only partly offset. We confirm that the results are unaffected by selective migration and labor market entry by also using a double-weighted average unemployment rate at labor market entry for each birth cohort and state-of-birth cell based on average state migration rates and average cohort education rates from census data.

Media attention

See how media outlets covered this paper (subscription may be required):

Mothers’ Care: Reversing Early Childhood Health Shocks through Parental Investments

Working paper co-authored by Barcelona GSE alum Cristina Bellés-Obrero (Economics ’12, GPEFM ’17)

Adult and baby holding hands

Barcelona GSE alum Cristina Bellés-Obrero (Economics ’12, GPEFM ’17) has co-authored a new working paper with Antonio Cabrales (UCL), Sergi Jiménez-Martín (UPF and Barcelona GSE) and Judit Vall-Castello (CRES-UPF) on “Mothers’ Care: Reversing Early Childhood Health Shocks through Parental Investments.”

Cristina shares a summary of the paper and some notes about the writing process:

The paper

Health shocks at birth are important in and of themselves. But they also have an impact on outcomes later in life, such as education, productivity or adult health.  There is a large literature showing that health shocks at birth lead to important negative outcomes later on.  For instance, children born with low birth weight have a higher probability of having adverse health and developmental outcomes in the medium run (Johnson and Schoemi (2011a,b), Case et al. (2005)).  However, there is much less research on the potential factors that can compensate those early life shocks. This represents an important element with strong implications for policy makers. 

In this paper, jointly with Antonio Cabrales, Sergi Jimenez and Judit Vall, we identify one of these factors.  In particular, we want to answer the following question: Are educated parents able to reverse a negative health shock that their children experience at birth?

To answer this question we study the causal effect of a child labor regulation on the short and long-term health of the affected individuals’ descendants. In 1980 a child labor reform took place in Spain, which increased the minimum legal age to work from 14 to 16 years old. A previous paper shows that this reform increased the education of both women and men. At the same time, the reform decreased the fertility and marriage rates of individuals affected, and importantly, it was detrimental for their male children’s health at delivery. At birth, male babies from more educated mothers have worse perinatal health outcomes, such as lower birth weight or low maturity. We estimated that the reform caused 618 more births at less than 37 weeks of gestation, 837 more first multiple births, and 768 extra births with low birth weight. On the other hand, we do not find the same negative impact of the reform over female babies. 

Given the size of the effects that we find on birth outcomes and the established links between health at birth and long-term health, we would expect that the deterioration of infant health at birth would persist in the medium and long term unless there is a compensation mechanism. Yet, in the medium run, we find that the effects of the reform on objective health outcomes are insignificant for both males and females. Thus, we can conclude that educated parents can reverse negative shocks at birth.

Our data suggest that the long term reversal is achieved through maternal vigilance. The male children of treated mothers with higher education are perceived as having worse health even at older ages. Their objective health status is, however, indistinguishable from that of other boys. This suggests more concerned mothers. These boys are also more likely to have private health insurance. This latter trait is significant. In Spain private health insurance is purchased in addition to the universal public health coverage. This double coverage allows beneficiaries to avoid the system gatekeeper and, hence, to have quicker access to specialists and additional tests and checkups. 

The process

We started this paper in 2017 as a follow-up project. In a previous paper, Elena Del Rey, Sergi Jimenez and Judit Vall analyze the effects of the child labor reform over education and labor market outcomes. They find that the reform increased the educational attainment of both men and women affected by the regulation. In particular, they find that the reform reduced the number of early school leavers (individuals not finishing compulsory education) by 7.6% in the case of men, and by 11% in the case of women. They also find a positive effect in the probability of attaining post-compulsory education. The reform decreased the number of individuals that do not attain any level of post-compulsory education by 3.3% for men and 2.7% for women.. 

In a different paper, we show that the reform decreased marriage and fertility rates for affected women. At the same time, we also find evidence that the reform is detrimental for the health of the offspring at the moment of delivery. We document three channels contributing to this detrimental effect: the postponement in age of delivery, the increase in single mothers, and the increase in the likelihood that those women engage in unhealthy behaviors such as smoking.

Thus, the reform had a positive effect on the parents, that are now more educated, but a detrimental effect on their children’s health at the moment of delivery. This reform, then, constitute a perfect setting to analyze parent’s education as a possible factor that will allow the reversal of negative health shocks at birth. 

The effects of markets, uncertainty and search intensity on bitcoin returns

Forthcoming publication by Economics alum Orestis Vravosinos ’18

BItcoin research by Barcelona GSE Alumni

Orestis Vravosinos ’18 (Economics) shares his recent work on bitcoin, joint with professors Theodore Panagiotidis (University of Macedonia) and Thanasis Stengos (University of Guelph).

The paper is in press and currently available online in the International Review of Financial Analysis. It first appeared as a working paper of the Rimini Centre for Economic Analysis (RCEA).

Bitcoin has been gaining more and more attention by investors and researchers since its introduction by Nakamoto (2008). It possesses three main appealing features: (i) direct transactions without bank intermediation, (ii) low transaction fees and (iii) anonymity. The consumer base and transaction frequency in the digital currencies market and the number of businesses and organizations that accept bitcoin as a means of payment have been considerably expanding. Apart from its increasing use in transactions, literature suggests that bitcoin has some favorable characteristics as an asset.

In the paper we examine the impact of shocks in stock markets, exchange rates, gold, oil, central bank rates, internet trends and policy uncertainty on bitcoin returns employing alternative VAR and Factor- Augmented VAR (FAVAR) models and using generalized and local impulse response functions. We also use factor and principal component (PC) analysis to capture the magnitude of the effects that European, US and China-Japan markets have on bitcoin returns.

Our results suggest a significant interaction between bitcoin and traditional stock markets, a weaker with FX markets and the macroeconomy and an anemic importance of popularity measures. Lastly, we reveal the increased impact of Asian markets on bitcoin compared to other geographically-defined markets, which however appears to have waned in the last two years after the Chinese regulatory interventions. This has been accompanied by a sudden contraction of CNY’s share in bitcoin trading volume and a rapid expansion of USD’s share.


Panagiotidis, T., Stengos, T. and Vravosinos, O. (2018). The effects of markets, uncertainty and search intensity on bitcoin returns. International Review of Financial Analysis, doi: 10.1016/j.irfa.2018.11.002