Publication: Talent Allocation and Post-Reform Growth in Central America
Loading...
Date
2020-09
ISSN
Published
2020-09
Author(s)
Editor(s)
Abstract
This paper examines the post-reform economic growth in three Central American economies -- Costa Rica, El Salvador, and Panama. From 1995 to 2015, each economy witnessed phenomenal shifts in labor market participation and occupational distribution of women. If the innate talent for a job did not change differently across genders, the occupational changes suggest that many talented women in the mid-1990s were in professions that did not conform to their comparative advantage. The paper studies the evolution of the occupational distribution using a model of occupational choice in which three forces create frictions to efficient allocation -- discrimination in labor markets, obstacles to human capital accumulation, and preferences (or social norms). The analysis shows that the underlying improvement in talent allocation over the past two decades had a quantitative impact on growth in Costa Rica and Panama. Decomposing the aggregate effects reveals that the gains were driven by declines in obstacles to human capital accumulation. In contrast, shifts in labor market discrimination created headwinds for expansion. The aggregate effects in El Salvador are relatively mild and noisy to the extent that the qualitative effect is difficult to pin down. Nonetheless, the analysis finds that the preference for market work has increased sharply in El Salvador for both genders and has proved to be a drag on growth.
Link to Data Set
Citation
“Sinha, Rishabh. 2020. Talent Allocation and Post-Reform Growth in Central America. Policy Research Working Paper;No. 9380. © World Bank. http://hdl.handle.net/10986/34427 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Publication The Macroeconomic Implications of Climate Change Impacts and Adaptation Options(Washington, DC: World Bank, 2025-05-29)Estimating the macroeconomic implications of climate change impacts and adaptation options is a topic of intense research. This paper presents a framework in the World Bank's macrostructural model to assess climate-related damages. This approach has been used in many Country Climate and Development Reports, a World Bank diagnostic that identifies priorities to ensure continued development in spite of climate change and climate policy objectives. The methodology captures a set of impact channels through which climate change affects the economy by (1) connecting a set of biophysical models to the macroeconomic model and (2) exploring a set of development and climate scenarios. The paper summarizes the results for five countries, highlighting the sources and magnitudes of their vulnerability --- with estimated gross domestic product losses in 2050 exceeding 10 percent of gross domestic product in some countries and scenarios, although only a small set of impact channels is included. The paper also presents estimates of the macroeconomic gains from sector-level adaptation interventions, considering their upfront costs and avoided climate impacts and finding significant net gross domestic product gains from adaptation opportunities identified in the Country Climate and Development Reports. Finally, the paper discusses the limits of current modeling approaches, and their complementarity with empirical approaches based on historical data series. The integrated modeling approach proposed in this paper can inform policymakers as they make proactive decisions on climate change adaptation and resilience.Publication Global Poverty Revisited Using 2021 PPPs and New Data on Consumption(Washington, DC: World Bank, 2025-06-05)Recent improvements in survey methodologies have increased measured consumption in many low- and lower-middle-income countries that now collect a more comprehensive measure of household consumption. Faced with such methodological changes, countries have frequently revised upward their national poverty lines to make them appropriate for the new measures of consumption. This in turn affects the World Bank’s global poverty lines when they are periodically revised. The international poverty line, which is based on the typical poverty line in low-income countries, increases by around 40 percent to $3.00 when the more recent national poverty lines as well as the 2021 purchasing power parities are incorporated. The net impact of the changes in international prices, the poverty line, and new survey data (including new data for India) is an increase in global extreme poverty by some 125 million people in 2022, and a significant shift of poverty away from South Asia and toward Sub-Saharan Africa. The changes at higher poverty lines, which are more relevant to middle-income countries, are mixed.Publication Geopolitical Fragmentation and Friendshoring(Washington, DC: World Bank, 2025-06-26)This paper examines the relationship between geopolitical fragmentation and friendshoring of foreign investments over time, countries, and sectors. The analysis uses comprehensive data on foreign direct investments covering greenfield projects, mergers and acquisitions, and stocks of affiliates, as well as data on four alternative measures of geopolitical distance between countries. The gravity estimations suggest that, first, geopolitical differences have a negative effect on foreign investments and the magnitude has heightened in the post-pandemic period compared to a decade ago. Second, it is primarily the companies from advanced Western economies whose foreign investment decisions are increasingly shaped by friendshoring forces. Finally, the paper shows that friendshoring is not only confined to strategic industries, implying that allocations of foreign direct investments may not solely reflect national security or resilience considerations.Publication Soaring Food Prices Threaten Recent Economic Gains in the EU(Washington, DC: World Bank, 2025-07-02)The surge in food prices following the 2021 economic rebound has become a significant concern for households, particularly low-income ones, in Bulgaria, Croatia, Poland, and Romania. Food price inflation, which surpasses general inflation rates, risks worsening poverty and food insecurity in these countries. This paper explores the distributional impacts of rising food prices and the effectiveness of government response measures. Low-income households, who allocate a larger share of their income to food, are disproportionately affected and are struggling to cope with unexpected expenses, leading to increased difficulties in accessing proper nutrition. Simulations indicate that rising food prices contribute to higher poverty rates and greater income inequality, especially among vulnerable populations. They also suggest that the main poverty-targeted social assistance schemes offer critical support for the extreme poor, but expanding both coverage and benefits is vital to shield all at-risk individuals. Targeted policies that balance immediate relief with long-term resilience-building are essential to addressing the challenges posed by escalating food prices.Publication Disentangling the Key Economic Channels through Which Infrastructure Affects Jobs(Washington, DC: World Bank, 2025-04-03)This paper takes stock of the literature on infrastructure and jobs published since the early 2000s, using a conceptual framework to identify the key channels through which different types of infrastructure impact jobs. Where relevant, it highlights the different approaches and findings in the cases of energy, digital, and transport infrastructure. Overall, the literature review provides strong evidence of infrastructure’s positive impact on employment, particularly for women. In the case of electricity, this impact arises from freeing time that would otherwise be spent on household tasks. Similarly, digital infrastructure, particularly mobile phone coverage, has demonstrated positive labor market effects, often driven by private sector investments rather than large public expenditures, which are typically required for other large-scale infrastructure projects. The evidence on structural transformation is also positive, with some notable exceptions, such as studies that find no significant impact on structural transformation in rural India in the cases of electricity and roads. Even with better market connections, remote areas may continue to lack economic opportunities, due to the absence of agglomeration economies and complementary inputs such as human capital. Accordingly, reducing transport costs alone may not be sufficient to drive economic transformation in rural areas. The spatial dimension of transformation is particularly relevant for transport, both internationally—by enhancing trade integration—and within countries, where economic development tends to drive firms and jobs toward urban centers, benefitting from economies scale and network effects. Turning to organizational transformation, evidence on skill bias in developing countries is more mixed than in developed countries and may vary considerably by context. Further research, especially on the possible reasons explaining the differences between developed and developing economies, is needed.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication A Gender (R)evolution in the Making? Expanding Women's Economic Opportunities in Central America : A Decade in Review(Washington, DC, 2012-01)A Gender Revolution in the Making was produced by the World Bank as a special report on the dichotomy of the economic participation of women in Central America from 1997-2007. Central America made considerable progress during 1997-2006: stronger economic and political stability, overall positive albeit modest economic growth and improvements in socio-economic outcomes. Nonetheless, the panorama for women in the region, and in particular their ability to work and generate income is mixed. Labor force participation of women in Central America remained unchanged over the decade, with one in every two women of working age still not participating economically. This is lower than the rest of Latin America, a region with the lowest labor force participation in the world, although it has improved significantly in recent years. And yet, women in the region have made major advances in closing the gender earnings gaps and increasing their ability to earn income. Women's contribution to overall income generation in Central America rose significantly over the decade. This report aims to identify the factors behind these three trends. However, stagnant labor force participation rates for women contrasted with narrowing earnings gaps and a greater contribution to overall income apparent in Central America from 1997 to 2006.Publication Accounting for Gender Production from a Growth Accounting Framework in Sub-Saharan Africa(World Bank, Washington, DC, 2012-08)This paper draws on an expanded growth accounting framework to estimate the relative contribution of women to growth in Sub-Saharan Africa. Empirical results show a consistently positive contribution of women to growth in gross domestic product in the region, both during economic downturns and growth spurts. This is despite the absence of any valuation of home-produced goods and informal sector production, which accounts for the bulk of womens production, in national product and income accounts. Women's positive contribution is largely attributed to their increased rates of labor force participation in wage employment and the reduction in the gender gap in education in recent years.Publication Gender Equality, Poverty and Economic Growth(World Bank, Washington, DC, 2007-09)This paper reviews empirical findings from economic analyses of the role of gender equality and women's empowerment in reducing poverty and stimulating growth. Going beyond the large literature documenting the impact of female education on a range of development outcomes, the paper presents evidence on the impact of women's access to markets (labor, land, and credit) and women's decision-making power within households on poverty reduction and productivity at the individual and household level. The paper also summarizes evidence from studies examining the relationship between gender equality and poverty reduction and growth at the macro level. Although micro level effects of gender equality on individual productivity and human development outcomes have been well documented and have important ramifications for aggregate economic performance, establishing an empirical relationship between gender equality and poverty reduction and growth at the macro level has proven to be more challenging. The paper concludes by identifying priority areas for future research.Publication A Model of Gendered Production in Colonial Africa and Implications for Development in the Post-Colonial Period(World Bank, Washington, DC, 2013-05)This paper proposes a model to analyze the implications of colonial policies for gender inequality in Sub-Saharan Africa. The model emphasizes segmentation of production under complete specialization. It shows that the colonial production model, underpinned by occupational job segregation in the agricultural sector and gender bias in the non-agricultural sector, exacerbated gender inequality by limiting employment opportunities for women outside the realm of home production and subsistence agriculture. Over the past few decades, the resilience of parameters underlying these models of colonial production has heightened the risks of macroeconomic volatility in the region, especially where the structural transformation from low to high-value-added activities has remained elusive.Publication Gender Equality and Economic Growth in Brazil : A Long-run Analysis(World Bank, Washington, DC, 2013-01)This paper studies the long-run impact of policies aimed at fostering gender equality on economic growth in Brazil. The first part provides a brief review of gender issues in the country. The second part presents a gender-based, three-period OLG model that accounts for women's time allocation between market work, child rearing, human capital accumulation, and home production. Bargaining between spouses depends on relative human capital stocks, and thus indirectly on access to infrastructure. The model is calibrated and various experiments are conducted, including investment in infrastructure, conditional cash transfers, a reduction in gender bias in the market place, and a composite pro-growth, pro-gender reform program. The analysis showed that fostering gender equality, which may partly depend on the externalities that infrastructure creates in terms of women's time allocation and bargaining power, may have a substantial impact on long-run growth in Brazil.
Users also downloaded
Showing related downloaded files
Publication Investment Under Risks and Uncertainty in Afghanistan(World Bank, Washington, DC, 2018-05)This paper investigates the state of low investment in Afghanistan by studying how investment decisions interact with risks and uncertainty in the presence of underdeveloped financial markets. The analysis shows that investing firms experience a higher probability of being affected by events related to crime and corruption and spend more on security arrangements. Firms that participate in the formal financial sector are also subject to higher levels of risk and uncertainty. As more productive firms face higher risks and uncertainty, a model of resource allocation with heterogeneous firms is used to quantify the economic loss from crime and corruption. The estimated aggregate output loss of 12 percent is significantly higher than the 7 percent loss observed in the absence of the resource allocation channel.Publication Long-Term Growth Scenarios for Bangladesh(World Bank, Washington, DC, 2017-01)Bangladesh has achieved robust economic growth over the past 10 years, with real GDP growing by more than 6 percent on average each year. This paper investigates whether the country will be able to maintain such high levels of growth going forward. A simple growth model calibrated to the Bangladesh economy is used to analyze various growth scenarios. The main finding of the paper is that it is crucial for the country to focus on reforms to raise total factor productivity (TFP) growth, to sustain the high real GDP growth seen in the recent past. The country will fail to achieve high growth in absence of strong TFP growth despite meeting the levels of investment as outlined in the Seventh Five Year Plan. The model is also used to gain insights on government debt sustainability given different growth scenarios. The analysis highlights the significance of meeting revenue targets in maintaining sustainability, considering the planned expansion in expenditures.Publication Crop Yield Convergence across Districts in India's Poorest State(World Bank, Washington, DC, 2020-07)Bihar, India's poorest state, witnessed impressive yield growth in each of its three principal crops over 2005-17. This paper examines whether a convergence in district yields accompanied the improvement in yields at the state level, thereby reducing regional inequalities in land productivity. The convergence test allows the idiosyncratic element of productivity to be time-varying, thus allowing yields to diverge in some interim phases. Rice yields across districts appear to be converging to a common level, while maize yields have diverged over the same period. However, the sub-period analysis shows a trend of divergence for both crops going forward. In contrast, wheat yields seem to be converging to a common level recently, although the convergence for the entire period is weak. The analysis also identifies district clubs, which are converging to similar steady states. The club classification transcends agro-climatic boundaries, indicating a need for policy action to aid yield growth in lagging districts. Finally, there is no evidence that the divergence in yields was driven by a divergence in credit allocation, highlighting the limitations of a macro credit-driven policy. Credit supply might not be enough when there are structural snags in the availability of direct agricultural inputs.Publication What Explains Latin America's Low Share of Industrial Employment?(World Bank, Washington, DC, 2019-03)This paper investigates the relative importance of different channels in explaining the low share of industrial employment in Latin America relative to the economies that employ a large share of the workforce in industry. Differences in domestic final consumption shares play a pivotal role and can account for 50-70 percent of the industrial share gap. The paper finds limited support for the comparative advantage hypothesis, as differences in trading patterns account for less than 15 percent of the gap. More important are the differences in sectoral linkages and wage gaps which account for more than 30 percent of the industrial employment gap individually.Publication Going Viral(Washington, DC: World Bank, 2020-09-28)The economic impact of COVID-19 is unprecedented in size and scope. It has quickly evolved from a health emergency into an employment crisis. It also has far-reaching implications for workers beyond the immediate employment effects, as it most likely has accelerated the transformation process of jobs that had already started in the region and the world. This book focuses on three important pre-pandemic trends observed in the region—namely, premature deindustrialization, servicification of the economy, and task automation—that were significantly changing the labor market landscape in the region and that have been accelerated by the crisis. While there is still uncertainty about the economic impacts of Covid-19, policymakers need to start planning for a rapidly evolving future that will come sooner than expected. A strong focus on productivity, technology development and adoption, and training in relevant skills will be key to adapting and taking advantage of the new opportunities in the post-pandemic world. Importantly, the accelerated transformation of jobs calls for a rethinking of labor regulations and social protection policies geared towards wage earners employed in the formal sector of the economy. The three trends identified in Going Viral, the effects of the pandemic itself, and the growing reliance on electronic platforms raise doubts that wage employment will increase substantially in the coming years. At the same time, earnings and transactions processed through electronic platforms are more visible to the authorities, bringing an opportunity to increase tax revenue and social security contributions. The flexible regulation of the emerging forms of work in a way that encourages employment, supports formalization, and expands the coverage of social protection to larger segments of the population will be of utmost importance for policymakers preparing for a new and changed world.