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221. A conceptual framework for the identification and governance of European public goods

Author:
Gregory Claeys and Armin Steinbach
Publication Date:
05-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
The challenging current policy environment has raised the question of which policy decisions should be taken at national level and which at European Union level. As a general rule, the EU should be responsible only for the provision of European public goods (EPGs), while countries are better placed to provide national public goods. However, in practice, the situation is rarely that simple. We offer a framework for identification of EPGs with three main insights. First, a decision to provide a public good at national level, EU level or a combination of both depends on the degree of heterogeneity of preferences across countries and the efficiency case for EU-level provision. When preferences vary and the efficiency case is weak, goods should be provided at national level. When preferences are similar and the efficiency case is strong, goods should be provided at the EU level. When preferences differ but there is a strong efficiency case, a trade-off arises. Second, institutional and legal instruments exist already to manage this trade-off. These include: competence transfers, decision-making modalities, variable participation of countries, centralisation of delivery and funding, and compensating negatively affected countries to achieve greater alignment of preferences. Third, both the efficiency case for EPGs and the distribution of preferences over their provision may change over time. This could be because the world around the EU changes (for example, giving greater weight to an efficiency case, eg in areas related to defence) or because preferences change, for example, as result of a pandemic, or because a particular institutional or compensation practice convinces dissenters that they can be better off inside than outside a multi-country arrangement governing the provision of a public good. An implication is that the question ‘should public goods be provided at the national or European level?’ may be the wrong question to ask. The right question is how to find institutional arrangements for public-good provision, to maximise the benefits of public goods for EU members.
Topic:
Governance, European Union, Institutions, and Public Goods
Political Geography:
Europe

222. Navigating the treacherous political economy of structural reform

Author:
Davide Furceri, Jonathan Ostry, and Chris Papageorgiou
Publication Date:
05-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
We examine the economic and electoral effects of liberalisation measures using newly-constructed databases on structural economic reforms and the outcome of democratic elections since the 1970s. The data shows a remarkable slowdown in the pace of liberalisation in both advanced and emerging market and developing countries since the 1990s. A debate has emerged about the causes of this slowdown, including the possibility that reforms do not deliver the economic benefits that advocates, including the multilateral financial institutions, trumpeted. Some have pointed to the fact that the current and previous United States administrations have abandoned neoliberal policies in favour of more government intervention in the economy, and the effect has been globally contagious. Our empirical analysis suggests that the growth dividend from liberalisation is economically and statistically significant, but it emerges only slowly over time. Because of this delay, liberalising reforms are costly to democratic incumbents when they are implemented close to elections. Reforms may generate immediate concentrated losses, which elicit an electoral backlash, especially when the aggregate gains are only visible several years after the reform’s implementation. The electoral penalty is also sensitive to overall business-cycle conditions, being much larger when an economy is in recession. Electoral effects also differ depending on the type of reform. Notably, financial reforms generate more perceptible growth-equity trade-offs than real-economy reforms, especially when implemented during weak economic conditions. The political economy of reform is treacherous. To avoid adverse electoral effects, timing reform early in the electoral term and when business-cycle conditions are favourable is critical. So too is avoiding reforms that generate large distributional costs in the face of small aggregate gains (an adverse growth-equity trade-off). Focusing on these considerations is critical to reinvigorate support for structural reform.
Topic:
Economics, Political Economy, Reform, Elections, and Liberalization
Political Geography:
Global Focus

223. Instruments of economic security

Author:
Conor McCaffrey and Niclas Poitiers
Publication Date:
05-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
Geopolitical and economic developments, including Russia’s invasion of Ukraine and trade disruptions during the COVID-19 pandemic, have raised concerns about the European Union’s exposure to hostile countries. The challenge of improving European economic security (which we narrowly treat here as exposure to foreign trade or production shocks) has grown in importance, with various relevant policy measures introduced at EU level. Focusing in particular on the threat posed by economic coercion, this paper begins by assessing the nature of this threat, before outlining two lessons that can be drawn from two recent instances of this coercion in action: China’s actions against Lithuania and Australia respectively. First, while much of the policy debate has focused on imports, the threat to EU exporters should not be ignored. Second, while coercion may not cause any macroeconomically significant harm, this may mask severe impacts on the targeted industries, which should be considered in any policy responses. The EU has significantly added to its policy tools in this area, though some of the instruments introduced under the umbrella of economic security go beyond the definition we consider. An effective response should be built around: building a deeper understanding of the risks facing the EU; improving diversification of both exports and imports; using targeted industrial policy in the limited sectors where the risks warrant intervention; and managing and limiting the fallout of any shocks using ex-post instruments.
Topic:
European Union, Economic Policy, Economic Security, and Coercion
Political Geography:
Europe

224. Unpacking China’s industrial policy and its implications for Europe

Author:
Alicia Garcia-Herrero and Robin Schindowski
Publication Date:
05-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
China is often credited with a successful application of industrial policy. One important particularity of China’s industrial policy is that it aims at levelling the playing field between the state economy and the private economy in access to finance, yet within a framework of strategic goals. This aim is not relevant for market economies, such as those of the European Union, but only for those where state enterprises are clearly privileged. Notwithstanding the difficulties in making valid comparisons, our analysis of how China conducts industrial policy in a variety of sectors points to success in some sectors but not all. More importantly, productivity growth in China has already been declining for two decades. Given the very large resources that China has put into industrial policy, with subsidies being only one part, it is surprising that success is not more evident. This relates partly to factors including cronyism and regional protectionism. While the former might be less relevant for the EU given the different institutional background, the latter certainly is relevant since the EU faces the potential consequences of member country-level industrial policy for its single market. A lesson from China seems to come from the sectoral focus, with a long-term and economic-security mindset. The EU is far from this, but it is in the process of linking economic security to industrial policy. Finally, responding to China’s industrial policy involves diverse investigations and challenges in measuring subsidies accurately. Understanding China’s very diverse and complex approach to helping companies achieve the government’s industrial policy goals is crucial for anticipating the consequences of China’s actions. These could be positive, such as cheaper imports of green technology, or negative, such as Chinese overcapacity spilling over to the EU single market.
Topic:
Industrial Policy, Markets, European Union, and Economy
Political Geography:
China, Europe, and Asia

225. Using the financial system to enforce export controls

Author:
Benjamin Hilgenstock, Elina Ribakova, Guntram Wolff, and Anna Vlasyuk
Publication Date:
04-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
Russian imports of battlefield goods that are subject to export controls, including from Western producers, have surged since mid-2022 and reached levels close to those prior to Russia’s full-scale invasion of Ukraine. Russia thus continues to be able to acquire critical foreign components that it needs for its military industry. These imports occur via mainland China, Hong Kong, Turkey and the United Arab Emirates, while other countries including Armenia, Georgia, Kazakhstan and the Kyrgyz Republic have also seen massive increases in imports from the EU and other coalition countries that likely end up in Russia. The implementation and enforcement of export controls faces major challenges, which are multifaceted and centre around complex supply chains, lack of transparency in documentation and opaque financial structures. The issues are familiar from anti money laundering (AML) and countering financing of terrorism (CFT) frameworks, where much progress has been made in the last two decades. A similar approach could help in rendering export controls effective. We propose: First, financial institutions could be tasked to play a role in the monitoring of the trade in export-controlled goods and the blocking of illicit transactions, building on their experience with due diligence in financial transactions. Second, non-financial companies could learn from banks’ efforts in the AML/CFT sphere to implement proper due-diligence procedures and to ensure export controls compliance. Public-sector investigations and appropriate fines are critical to increase the incentives for firms to act. Technology sanctions are going to be part of the economic statecraft toolbox for the foreseeable future. The Russia case will test their effectiveness and credibility, or lack thereof.
Topic:
Sanctions, European Union, Exports, Trade, Imports, Financial Systems, and Russia-Ukraine War
Political Geography:
Russia and Europe

226. Economic arguments in favour of reducing copyright protection for generative AI inputs and outputs

Author:
Bertin Martens
Publication Date:
04-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
Generative artificial intelligence (GenAI) models have stirred considerable controversy about copyright protection for AI training inputs and model outputs. The European Union’s AI Act will require model developers to be transparent about their use of training inputs such as text, images and music. The EU Copyright Directive allows free text and data mining of these media inputs unless copyright holders have opted out and want license payments. The right to opt-out amounts to economically inefficient overprotection of copyright. Free use of media content for GenAI training does not affect media sales to consumers. Optouts only strengthen the bargaining position of copyright holders, who decide depending on their private interests. That generates windfall profits without any increase in consumer surplus or social welfare. The licensing of training inputs reduces the quantity of data and the quality of GenAI models, creates transaction costs and reduces competition between GenAI firms. This slows down GenAI-induced innovation in media products and production processes, and productivity gains in all service sectors that apply GenAI. Ultimately, it slows down economic growth compared to what it could be with competitive and high-quality GenAI. Bargaining over license pricing is arbitrary as there is no objective revenue benchmark to start from. Defenders of the moral right to remuneration argue that any arbitrary remuneration is better than no remuneration. But this private moral right comes at the expense of social welfare. The ongoing bargaining and court cases between media producers and GenAI developers risk entrenching this market failure in jurisprudence. Early regulatory intervention and elimination of opt-outs for GenAI training, or weakening them in AI Act implementation guidelines, would solve this. There is no need for copyright on GenAI outputs either. GenAI reduces the marginal cost of machine-production of media outputs to close to zero, on par with the marginal cost of reproduction. That eliminates incentives for piracy. Moreover, composite human-machine outputs benefit from a de-facto extension of copyright on the human component.
Topic:
Science and Technology, Intellectual Property/Copyright, European Union, Regulation, Economic Growth, and Artificial Intelligence
Political Geography:
Europe

227. The rocky road to EU accession for Western Balkan countries: obstacles and lessons from the Eastern Partnership

Author:
Armin Steinbach
Publication Date:
03-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
The Western Balkan countries and the countries of the Eastern Partnership are moving towards European Union accession at different speeds. We explore whether and how the variable speed towards EU accession can be traced to different legal regimes governing European integration: Stabilisation and Association Agreements (SAA) for the Western Balkan countries, and Deep and Comprehensive Free Trade Agreements (DCFTA) for the countries of the Eastern Partnership (EaP). We find that DCFTAs apply more lenient conditionality to intra-regional cooperation. They subject non-tariff barriers to a more explicit regime than the Western Balkan SAAs. The DCFTAs also offer a more rigid and comprehensive approach to the approximation of laws than the SAAs, and the DCFTAs are more inclusive with regard to the role of civil society. However, there is no indication that the differences in legal governance have translated into stronger economic performance in the EaP countries or greater integration with the EU, compared to the Western Balkans. The Western Balkan countries remain significantly more integrated than the EaP countries with the EU in trade terms, while convergence with the EU has been stagnating both for the Western Balkan and the EaP countries. Economic shortcomings in the Western Balkan still need to be addressed. Conditionality attached to both integration into the EU single market and EU funding should be nuanced; the eradication of non-tariff barriers should be prioritised both inter-regionally and intra-regionally between Western Balkan countries; the need for stronger EU investment in the region is reinforced by geopolitical concerns about Chinese investments coming without EU-type conditionality attached; and governance should give a stronger role to civil society. In order to address the shortcomings in SAAs, a pragmatic solution is to use the existing governance framework under the SAAs.
Topic:
Treaties and Agreements, European Union, Economy, Regional Integration, and Eastern Partnership
Political Geography:
Europe and Balkans

228. Incorporating the impact of social investments and reforms in the European Union’s new fiscal framework

Author:
Zsolt Darvas, Lennard Welslau, and Jeromin Zettelmeyer
Publication Date:
03-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
The European Union’s new fiscal framework aims to incentivise public investment and reforms by offering the option to extend the four-year fiscal adjustment period to seven years, thereby lowering the average annual fiscal adjustment requirement. EU countries can propose investment and reforms in the context of their national medium-term fiscal structural plans. When they do, these investments and reforms can be expected to also inform the fiscal adjustment proposed by member states. Yet, the EU lacks an agreed methodology for deciding on the potential quantitative impact of investment and reforms on the fiscal adjustment required under the new rules. This paper first analyses the ‘investment friendliness’ of the new framework. Although the incentives offered for raising investment are powerful, the bar for extending the adjustment period mainly through higher investment is high, and the design of the new rules will make it hard to actually raise investment. We next propose an approach for quantifying the impact of investment and reform on debt sustainability in the context of the new framework, taking into account uncertainty about their implementation and their economic effects. Such a methodology would also help the European Commission evaluate the impacts of recently adopted measures, the impacts of which are not yet observable. Developing this methodology will require revisiting the current commonly agreed methodologies for medium- and long-term capital stock and total factor productivity projections. We illustrate the potential impact of investment on debt sustainability analyses through calculations on three social investment measures, that is, combinations of reform and public spending that aim to increase human capital and labour force participations. While the impact of individual reforms on fiscal adjustment needs is generally modest, the combined impact of several measures could be notable.
Topic:
Reform, European Union, Fiscal Policy, Public Investment, and Social Investment
Political Geography:
Europe

229. Exposure to generative artificial intelligence in the European labour market

Author:
Laura Nurski and Nina Ruer
Publication Date:
03-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
We apply two sets of generative artificial intelligence (GenAI) occupational exposure scores – one task-based, one ability-based – to the European Labour Force Survey. While using different methodologies, our findings reveal consistent demographic patterns across the two approaches: jobs held by women, highly educated and younger workers are more exposed to GenAI technology in Europe. We also review the literature on the recent productivity impact of GenAI. Within the same occupations, less-experienced or less-skilled workers consistently get the largest productivity gains from GenAI support. We argue that a task-based analysis is more fruitful than an ability-based one, both for guiding GenAI adoption in organisations and their workplaces, and for assessing the employment and job quality impact on workers. Finally, we provide policy recommendations that can help workers (ie the labour supply) adjust to technological disruption, such as providing training and social safety nets. But we go further by also suggesting policy interventions that could redirect future labour demand towards better jobs, by promoting job redesign and organisational agility. Monitoring GenAI’s employment effects and researching the ‘jagged technological frontier’ is necessary to further build our understanding of the employment impact of this transformational technology.
Topic:
European Union, Artificial Intelligence, Labor Market, and Supply and Demand
Political Geography:
Europe

230. Global supply chains: lessons from a decade of disruption

Author:
Luca Léry Moffat and Niclas Poitiers
Publication Date:
03-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
This paper explores both the character and impact of three recent shocks to global supply chains: the COVID-19 pandemic, the Russian invasion of Ukraine and the US-China trade war. These were large shocks which have had significant impacts on domestic and international supply chains, but these impacts have differed in their longevity, economic impact and policy responses. We show that supply chains were remarkably resilient against shocks of such magnitude. However, this resilience was also achieved thanks to the equally remarkable size and scope of policy responses and global supply chain reorganisation. We recommend that pre-emptive policies may be justified to shield households and industry from future shocks. Given the entangled nature of these shocks and that their effects continue to reverberate, we emphasise the need for extensive future research to understand the nature of these shocks and the effectiveness of policy responses.
Topic:
Global Markets, Trade Wars, Trade, COVID-19, Supply Chains, and Russia-Ukraine War
Political Geography:
China, Global Focus, and United States of America

231. Knowledge spillovers and geopolitical challenges in global supply chains

Author:
Niclas Poitiers and Kamil Sekut
Publication Date:
02-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
This paper explores the role of knowledge spillovers through global supply chains against the backdrop of increasing geopolitical tensions and protectionist policies. The research, part of the ReThinkGSC project, underscores the importance of the international research and development ecosystem in fostering innovation. This ecosystem provides benefits to all countries involved and is essential for tackling global challenges. However, we highlight the growing threats to knowledge dissemination posed by policies aimed at preserving national security and leading technological positions. These measures, intended to safeguard strategic interests, risk fragmenting supply chains and stifling global innovation if they are applied on a broad basis. We recommend that restrictions on knowledge flows be limited to narrowly defined strategic areas and that countries adopt strategies to enhance internal knowledge dissemination, diversify supply chains and foster international economic ties. We emphasise the need for careful policy design, avoiding broad protectionist measures, and suggests bolstering R&D through public grants and tax incentives, and by promoting private-public partnerships.
Topic:
Geopolitics, Supply Chains, Research and Development, and Knowledge Transfer
Political Geography:
Global Focus

232. Entry and competition in mobile app stores

Author:
Fiona Scott Morton
Publication Date:
01-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
Entry by rival app stores on the two currently available mobile operating systems is an exciting potential benefit of the European Union’s Digital Markets Act (DMA). Apple and Google will need to share the technical specifications of their interfaces with developers and offer them the same functionalities they give to their own stores. The DMA also allows developers to disintermediate the legacy stores entirely by mandating downloads from the web to handsets. These changes should stimulate price competition – resulting in fees falling from the current 30 percent – and competition in variety and features. Privacy and security will be important issues, with the question of who is permitted to offer rival stores being critical. Good enforcement by the European Commission will be necessary to balance gatekeeper rules restricting dangerous services with the need for contestability. The paper concludes with examples of rival app stores that can be expected to enter. Stores will differentiate through curation, such as stores for children, for those trying to reduce their carbon footprints or for those seeking to use public services in a particular country. Some stores will innovate through alternative payment schemes – for example, a newspaper store that enables per-article pricing and pioneers innovative data-sharing policies. Lastly, developers such as Epic have long stated their desire to offer stores with innovative technology.
Topic:
European Union, Regulation, Mobile Applications, Digital Markets Act (DMA), and Competition
Political Geography:
Europe

233. The chicken-and-egg problem in the European Union Digital Markets Act

Author:
Fiona Scott Morton
Publication Date:
01-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
The gatekeeper platforms regulated by the European Union’s Digital Markets Act (DMA) must comply with the law as of 6 March 2024. The DMA requires that core platform services create and make available interfaces that allow business users to access end users via the platform at lower cost and on better terms. For example, app developers will have the right to distribute on handsets through different app stores, using different payment services, directing users to purchase content on the web and charging different prices in different channels. The gatekeeper must provide the application programming interfaces, or APIs, to enable business users to take advantage of these rights. However, the DMA does not define exactly what those APIs should be. Rather, the law requires a gatekeeper’s interface to be “effective,” meaning business users can use it to enter, compete and innovate. Because such a design is not, in general, in the interest of the gatekeeper, the input of business users to both gatekeepers and the European Commission is critical for evaluating compliance with the law. Thus far there is little evidence of platforms interacting with business users or putting out interfaces for evaluation by business users, or of business users offering comments on what interfaces would be best for entry and competition. It may be that the interface must come first, and then its existence will stimulate entry of new business users or investment into new services that will use the interface. Rather like the chicken and the egg, which should come first? Business users are needed to help create useful interfaces, while useful interfaces are needed to justify investment and entry by business users.
Topic:
Markets, European Union, Investment, and Digital Markets Act (DMA)
Political Geography:
Europe

234. Making industrial policy work: a case study on the European Battery Alliance Academy

Author:
Conor McCaffrey and Niclas Poitiers
Publication Date:
01-2024
Content Type:
Working Paper
Institution:
Bruegel
Abstract:
The transition from cars powered by the internal combustion engine to vehicles powered by electric batteries implies a fundamental shift in the types of skills required by the automotive industry. However, the industry faces significant problems in finding suitable workers. Surveys show that the lack of skilled labour is seen by firms as a problem of similar magnitude to high energy costs. Against the background a general skills shortage in the European Union, the shortage of skilled labour represents a major impediment to the development of a European battery industry. The European Battery Alliance Academy is the main component of the EU’s strategy for tackling this problem. It develops training courses and materials to assist local training providers, and serves as a blueprint for skills policies in other industries. However, given the scale of the challenge, it represents more a symbolic than a substantive answer to the challenge. More should be done. The limited powers of the EU in labour market policies hold up a union-wide solution. In the short term, the training programmes developed by the European Battery Alliance Academy* could more explicitly target demographics that are underserved by private training providers. In the medium term, the EU should rethink its labour market competences in order to develop a social pillar to underpin the European green transition.
Topic:
Industrial Policy, European Union, Labor Market, Skilled Labor, and Workforce
Political Geography:
Europe

235. Navigating Educational Disruptions: The Gender Divide in Parental Involvement and Children’s Learning Outcomes

Author:
Matias Ciaschi, Johanna Fajardo-Gonzalez, and Mariana Viollaz
Publication Date:
06-2024
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
This study analyzes the adjustment in time allocation to school support activities by mothers and fathers during the pandemic across 22 Latin American and Caribbean countries, exploring the repercussions on labor market outcomes and children’s learning losses. Our analysis reveals that mothers experienced a disproportionate increase in time dedicated to children’s educational support compared to fathers, particularly when mothers could work from home. The results suggest that these effects were more pronounced in countries with stringent school closure measures and limited access to in-person instruction. Even as mobility restrictions eased and schools reopened, the additional responsibilities taken on by mothers remained above pre-pandemic levels. Mothers also significantly increased the time spent on non-educational childcare, though to a lesser extent than educational support. We also show evidence indicating a decline in maternal labor force participation and a rise in flexible labor arrangements as mothers allocated more hours to child-related duties. Our study also provides descriptive evidence that children’s learning losses were less severe in countries where the gender disparity in pandemicrelated school support was greater.
Topic:
Education, Labor Issues, COVID-19, Parenting, and Childcare
Political Geography:
Latin America and Caribbean

236. Revisiting Distributional Effects of Energy Subsidies in Argentina

Author:
Octavio Bertín, Thomas García, Francisco Pizzi, Alberto Porto, Julian Puig, and Jorge Puig
Publication Date:
06-2024
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
We review the distributional incidence of residential energy subsidies using the attractive case of Argentina, a developing country that has massively subsidized electricity in recent decades. Using multiple data sources, we explore two central dimensions, usually omitted in previous research. On the one hand, we focus on geography given that previous studies mostly focus on the Buenos Aires Metropolitan Area (i.e., AMBA), the most populated region in the country. However, Argentina’s territorial heterogeneity demands further analysis, given that the stage of electricity distribution introduces heterogeneities between jurisdictions. On the other hand, we focus on the subsidies’ financing given that previous studies do not focus on the net incidence. Our results indicate that: regional disparities in the costs of electricity distribution and the prices set by the distribution companies are key drivers of the distributional incidence. Also omitting subsidies’ financing may lead to overestimating the belief about their redistributive effect.
Topic:
Development, Electricity, Subsidies, and Distributive Incidence
Political Geography:
Argentina and South America

237. Local Economic Development Through Export-Led Growth: The Chilean Case

Author:
Andrés César and Guillermo Falcone
Publication Date:
04-2024
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
We study the causal impact of export growth on Chilean local economic development during 2000–2006 by exploiting spatial and temporal variations in local exposure stemming from the interaction of past differences in industry specialization across local labor markets and the evolution of tariffs cuts and exports across industries. We find that growing exports implied a significant reduction in labor informality and labor income gains in more exposed local markets, driven by job creation and wage growth in the formal sector. These effects concentrate on senior skilled workers. Exposed locations also exhibit a greater relative decline in the poverty rate.
Topic:
Poverty, Employment, Economic Growth, Tariffs, Exports, Economic Development, Labor Market, Wages, and Informality
Political Geography:
South America and Chile

238. The Long-Run Effects of Conditional Cash Transfers: the Case of Bolsa Familia in Brazil

Author:
Luis Laguinge, Leonardo Gasparini, and Guido Neidhöfer
Publication Date:
04-2024
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
Conditional Cash Transfers (CCTs) have become a key antipoverty policy in Latin America in the last 25 years. The ultimate goal of this kind of programs is to break the intergenerational transmission of poverty through the promotion of human capital accumulation of children in vulnerable households. In this paper, we explore this issue by estimating the long-run effects of the largest CCT in Latin America: the Brazilian Bolsa Familia. Through a combination of the two-stage-two-sample method and a difference-in-differences approach, we find evidence consistent with a positive long-run impact of Bolsa Familia among former beneficiaries. In particular, we find a significant positive effect on education and labor income, and a negative effect on the likelihood of being a current beneficiary of this social transfer.
Topic:
Poverty, Human Capital, Cash Transfers, and Bolsa Familia
Political Geography:
Brazil and South America

239. Children living with disabilities and mother’s labor supply in developing countries: evidence from Argentina

Author:
Laura Carella, Rafael-Andrés Velázquez-Pérez, Natalia Porto, and Ana Clara Rucci
Publication Date:
03-2024
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
A child’s disability increases childcare demands causing two opposing effects on the mother’s labor supply: while some types of disability require additional time spent reducing labor supply, othersrequire additional expenses increasing labor supply. This paper studies the effect of a child’s disability on mothers’ labor supply using data from the 2019-20 IPUMS MICS of Argentina. Four measures of disability are used: children with a functional disability (based on Washington Group criteria); children with functional difficulties for seeing, hearing, or walking; children with difficulties in the remaining functional domains; and children with a disability certificate or pension. The results suggest that having a child with disability certificate or pension reduces a mother’s probability of participating in the labor force. No significant effect is found for mothers of a child with a functional disability. However, this arises from two opposing effects: a negative effect on mother’s labor supply of children with difficulties for seeing, hearing, or walking and a positive effect on mothers of children with difficulties in the remaining functional domains. The evidence also shows heterogeneous effects depending on the mother’s education. The (dis)incentive to participate is present for non-graduated mothers, while the effect is not statistically significant for graduated ones.
Topic:
Children, Disability, Labor Market, Workforce, and Motherhood
Political Geography:
Argentina and South America

240. Beyond Traditional Wage Premium. An Analysis of Wage Greenium in Latin America

Author:
Manuela Cerimelo, Pablo de la Vega, Natalia Porto, and Franco Vazquez
Publication Date:
02-2024
Content Type:
Working Paper
Institution:
Center for Distributive, Labor and Social Studies (CEDLAS)
Abstract:
This paper estimates wage differentials between green and non-green jobs (wage greenium) in nine major Latin American countries (Argentina, Bolivia, Brazil, Chile, Colombia, Ecuador, Mexico, Peru and Uruguay), which account for 81% of the region’s GDP. We contribute to the recent literature highlighting a positive wage gap for those working in green jobs in developed countries. A positive wage gap for green jobs may be a virtuous market feature, as it means that in the future workers might be encouraged to switch to greener occupations. To do so, we define green jobs as those occupations with high greenness scores using the occupational approach as in Vona et al. (2018), Vona (2021) and de la Vega et al. (2024). Our results suggest that the wage greenium for the period 2012-2019 in Latin America was between 18% to 22%. Moreover, this wage gap has remained relatively stable over the years.
Topic:
Labor Market, Wages, and Green Jobs
Political Geography:
Brazil, Argentina, Colombia, Uruguay, Latin America, Mexico, Chile, Peru, Ecuador, and Bolivia