Publication: Remittances: Transaction Costs, Determinants, and Informal Flows
Loading...
Published
2005-09
ISSN
Date
2012-06-18
Author(s)
Editor(s)
Abstract
Recorded workers' remittances to developing countries have grown rapidly, to more than $100 billion in 2004, bringing increasing attention to these flows as a potential tool for development. But even these statistics are likely to significantly understate true remittances, as a large share is believed to flow through informal channels. Estimates of the importance of the informal sector vary widely, ranging from 35 percent to 250 percent of total remittances. The primary motivation of the authors is to develop the first empirical methodology to estimate informal flows. They use insights from the literature on shadow economies and empirically estimate informal remittances for more than 100 countries using historical data on the balance of payments (BOP), migration, transaction costs, and country characteristics. Their results imply that informal remittances amount to about 35-75 percent of official remittances to developing countries. There is significant regional variation: informal remittances to Sub-Saharan Africa and Eastern Europe and Central Asia are relatively high, while those to East Asia and the Pacific are relatively low. These estimates are supplemented with detailed household survey data on remittance receipts in a number of countries. The results also shed light on the determinants of recorded remittances and the associated fees in the formal sector. The authors find that the stock of migrants in OECD countries is the primary determinant of remittances. In addition, money transfer fees and the presence of dual exchange rates reduce the share of remittances reported in national accounts. In turn, transaction costs are systematically related to concentration in the banking sector, lack of financial depth, and exchange rate volatility. There is also evidence that remittances are misrecorded in the BOP as "errors and omissions."
Link to Data Set
Citation
“Freund, Caroline; Spatafora, Nikola. 2005. Remittances: Transaction Costs, Determinants, and Informal Flows. Policy Research Working Paper; No. 3704. © World Bank. http://hdl.handle.net/10986/8293 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Publication Intergenerational Income Mobility around the World(Washington, DC: World Bank, 2025-07-09)This paper introduces a new global database with estimates of intergenerational income mobility for 87 countries, covering 84 percent of the world’s population. This marks a notable expansion of the cross-country evidence base on income mobility, particularly among low- and middle-income countries. The estimates indicate that the negative association between income mobility and inequality (known as the Great Gatsby Curve) continues to hold across this wider range of countries. The database also reveals a positive association between income mobility and national income per capita, suggesting that countries achieve higher levels of intergenerational mobility as they grow richer.Publication Engineering Ukraine’s Wirtschaftswunder(Washington, DC: World Bank, 2025-07-29)As Ukraine emerges from the devastation of war, it faces a historic opportunity to engineer its own Wirtschaftswunder—a productivity-driven economic transformation akin to post-war West Germany. While investment-led growth may offer quick wins, it is efficiency, innovation, and institutional reform that will determine Ukraine’s long-term economic trajectory. Drawing on rich micro-level firm data spanning 25 years, this paper uncovers deep structural distortions that have suppressed creative destruction and productivity in Ukraine. It finds that business dynamism is on the decline, alongside rising market concentration among incumbent businesses, including low productivity state owned enterprises. To inform priorities for reviving business dynamism, this study develops a model of creative destruction drawing on Acemoglu et al. (2018) and Akcigit et al. (2021). The quantitative assessment highlights that policies that discipline entrenched incumbents are the bedrock for reviving business dynamism and engineer Ukraine’s Wirtschaftswunder. Policies targeting specific types of firms have limited efficacy when incumbents run wild.Publication Fiscal Multipliers in Resource-Rich Economies: Evidence from the Gulf Countries(Washington, DC: World Bank, 2025-08-21)This paper utilizes the unique dynamics of fiscal budgeting in countries with a large hydro-carbon sector to estimate fiscal multipliers. The main identifying assumption rests on the idea that exogenously identified global hydrocarbon demand shocks can be considered plausible instruments for the fiscal space of countries in which that space is significantly dictated by hydrocarbon income, with such shocks being uncorrelated with non-hydrocarbon output at the same time. Using a local projection-instrumental variables (LP-IV) framework, the paper estimates that short-run fiscal expenditure multipliers to be in the ballpark of 0.1–0.4. In addition, the findings show that multipliers are at the upper end of this interval during recessions, indicating that fiscal policy in the Gulf countries is particularly effective during economic downturns.Publication Stress Testing Survey to Survey Imputation: Understanding When Poverty Predictions Can Fail(Washington, DC: World Bank, 2025-08-21)Accurate and timely poverty measurement is central to development policy, yet the availability of up-to-date high-quality household survey data remains limited—particularly in countries where poverty is most concentrated. Survey-to-survey imputation has emerged as a practical response to this challenge, allowing practitioners to update poverty estimates using recent surveys that lack direct welfare measures by borrowing information from other comprehensive surveys. A critical review of the method is provided, revisiting its statistical underpinnings and testing its limitations through extensive model-based simulations. Through these simulations, the analysis demonstrates how violations of parameter stability, omitted variable bias, and shifts in survey design can introduce substantial errors—particularly when imputing across time or under economic and structural change. Results show that standard corrections such as re-weighting or covariate standardization may fail to eliminate these biases, especially when imputing across time or under structural change. The performance of alternative model specifications is also evaluated under various methods, including performance under heteroskedastic errors, non-normality. The findings offer practical guidance for practitioners on when survey-to-survey imputation is likely to succeed, when it should be reconsidered, and how to communicate its limitations transparently in the context of poverty monitoring and policy design.Publication The Future of Poverty(Washington, DC: World Bank, 2025-07-15)Climate change is increasingly acknowledged as a critical issue with far-reaching socioeconomic implications that extend well beyond environmental concerns. Among the most pressing challenges is its impact on global poverty. This paper projects the potential impacts of unmitigated climate change on global poverty rates between 2023 and 2050. Building on a study that provided a detailed analysis of how temperature changes affect economic productivity, this paper integrates those findings with binned data from 217 countries, sourced from the World Bank’s Poverty and Inequality Platform. By simulating poverty rates and the number of poor under two climate change scenarios, the paper uncovers some alarming trends. One of the primary findings is that the number of people living in extreme poverty worldwide could be nearly doubled due to climate change. In all scenarios, Sub-Saharan Africa is projected to bear the brunt, contributing the largest number of poor people, with estimates ranging between 40.5 million and 73.5 million by 2050. Another significant finding is the disproportionate impact of inequality on poverty. Even small increases in inequality can lead to substantial rises in poverty levels. For instance, if every country’s Gini coefficient increases by just 1 percent between 2022 and 2050, an additional 8.8 million people could be pushed below the international poverty line by 2050. In a more extreme scenario, where every country’s Gini coefficient increases by 10 percent between 2022 and 2050, the number of people falling into poverty could rise by an additional 148.8 million relative to the baseline scenario. These findings underscore the urgent need for comprehensive climate policies that not only mitigate environmental impacts but also address socioeconomic vulnerabilities.
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Remittances and Vulnerability in Developing Countries(World Bank, Washington, DC, 2014-03)This paper examines how international remittances are affected by structural characteristics, macroeconomic conditions, and adverse shocks in both source and recipient economies. The paper exploits a novel, rich panel data set, covering bilateral remittances from 103 Italian provinces to 87 developing countries over the period 2005-2011. Remittances are negatively correlated with the business cycle in recipient countries and increase especially strongly in response to adverse exogenous shocks, such as natural disasters or large terms-of-trade declines. Financial development in the source economy, which eases access to financial services for migrants and reduces transaction costs, is positively associated with remittances. Conversely, recipient-country financial development is negatively associated with remittances, suggesting that remittances help alleviate credit constraints.Publication Distributional Effects of the Panama Canal Expansion(2011-10-01)This paper uses a dynamic macro-micro framework to evaluate the potential distributional effects of the expansion of the Panama Canal. The results show that large macroeconomic effects are only likely during the operations phase (2014 and onward), and income gains are likely to be concentrated at the top of the income distribution. The additional foreign exchange inflows during the construction and operations phases result in the loss of competitiveness of non-Canal sectors (Dutch disease) and in higher domestic prices, which hurt the poorest consumers. In addition, the construction and operation activities increase demand for more educated non-farm formal workers. Although these changes encourage additional labor movement out of agriculture and from the informal to the formal sector, much of the impact is manifested in growing wage disparities and widening income inequality. Using the additional revenues of the Canal expansion in a targeted cash transfer program such as "Red de Oportunidades", the Government of Panama could offset the adverse distributional effects and eradicate extreme poverty.Publication Dominican Republic : Social and Structural Policy Review, Volume 2(Washington, DC, 2000-03-23)The report outlines the macroeconomic stability in the Dominican Republic during the 1990s, suggesting its strong economic growth, and poverty reduction, will contribute to the gradual transformation the country is undergoing towards policy reform. It analyzes poverty, especially severe in rural areas, where misdirected agriculture policies, and insufficient public investments, such as education, limit opportunities. But, the advancing trade liberalization, is expected to reduce export taxes, and although displaced industrial, and agricultural activities will be subjected to adjustment costs, there will nonetheless be improvements in consumers' welfare, and real wages. However, public resources for education remain very low, particularly for secondary education, and this should be considered as key element of the government's poverty reduction strategy, in addition to the establishment of safety nets to curtail malnutrition, and expand health, and sanitation programs, to tackle the extreme poverty. Recommendations suggest, first, to reduce macroeconomic vulnerabilities, through tight fiscal, and monetary policies, and, second, implement reforms, to prod a business environment, and, a strengthened banking sector, through market, and regulatory mechanisms.Publication Liberia : Inclusive Growth Diagnostics(Washington, DC, 2012-02-24)Liberia aims to achieve middle-income status by 2030 through broad participation and inclusive growth. The Government's growth strategy aims to accelerate growth through the exploitation of natural resources, while maintaining sound macroeconomic policies, improving the business environment, and prudently allocating aid and commodity-based financing resources to expand infrastructure and formal sector employment. However, Liberia's experience with rapid growth in the 1960s and 1970s, that benefit a small percentage of the population, followed by economic collapse, widespread poverty and social unrest, and civil war, has made policymakers acutely aware that the quality of the growth process is at least as important as the rate of growth. Now that peace has been established and growth is once again on an upward trend, with the reactivation of the iron ore and agriculture sectors, and prospects for oil, promising opportunities for significant growth in the medium to long term, the Government wants to ensure that Liberia's growth over the next two decades will be sustainable and equitable. A key objective of the growth strategy is to avoid the traps posed by dependence on primary resources while creating the basis for economic diversification and employment generation, and providing opportunities and training so that individuals across the country can partake in the growth process. This diagnostic aims to support that strategy by identifying the factors in Liberia's economy that act as binding constraints to inclusive growth.Publication India Economic Update, June 2010(Washington, DC, 2010-06)India's economic performance in FY2009/10 shows that the recovery from the slowdown during the global financial crisis is well underway. India's Gross domestic Product (GDP) growth in FY2009/10 has beaten expectations by reaching 7.4 percent compared with 6.7 percent in the previous year. In particular, agricultural sector growth was better than feared with a slightly positive growth rate despite the worst monsoon shortfall in three decades. Strong growth in the fourth quarter pushed annual GDP growth to 7.4 percent in 2009-10. Fourth quarter growth reached 8.6 percent (y-o-y), the highest quarterly growth rate since the end of FY2007/08. The industrial sector's robust recovery beat expectations. Growth in the last quarter of fiscal year FY2009/10 was an unexpectedly high 13.3 percent resulting in over 12 percent growth in the second half of year, nearly double the 6 percent growth witnessed in the first half. Higher inflation mars the bright picture, but there are clear indications of moderation. Inflation as measured by the wholesale price index (WPI) averaged 10 percent during February-May 2010. India's recovery after the slowdown seems well underway. Growth is projected to climb to 8-9 percent in the next two years. These growth rates are achievable without a renewed build-up of inflationary pressure as long as agricultural growth returns to trend, infrastructure constraints are alleviated, and international prices remain stable. Over the next year, sources of growth will shift from fiscal stimulus to manufacturing and, possibly a recovering agriculture.
Users also downloaded
Showing related downloaded files
Publication Vietnam(World Bank, Hanoi, 2020-05-01)Following from Vietnam’s ratification of the Comprehensive and Progressive Agreement for Trans-Pacific Partnership (CPTPP) in late 2018 and its effectiveness from January 2019, and the European Parliament’s recent approval of the European Union-Vietnam Free Trade Agreement (EVFTA) and its subsequent planned ratification by the National Assembly in May 2020, Vietnam has further demonstrated its determination to be a modern, competitive, open economy. As the COVID-19 (Coronavirus) crisis has clearly shown, diversified markets and supply chains will be key in the future global context to managing the risk of disruptions in trade and in supply chains due to changing trade relationships, climate change, natural disasters, and disease outbreaks. In those regards, Vietnam is in a stronger position than most countries in the region. The benefits of globalization are increasingly being debated and questioned. However, in the case of Vietnam, the benefits have been clear in terms of high and consistent economic growth and a large reduction in poverty levels. As Vietnam moves to ratify and implement a new generation of free trade agreements (FTAs), such as the CPTPP and EVFTA, it is important to clearly demonstrate, in a transparent manner, the economic gains and distributional impacts (such as sectoral and poverty) from joining these FTAs. In the meantime, it is crucial to highlight the legal gaps that must be addressed to ensure that national laws and regulations are in compliance with Vietnam’s obligations under these FTAs. Readiness to implement this new generation of FTAs at both the national and subnational level is important to ensure that the country maximizes the full economic benefits in terms of trade and investment. This report explores the issues of globalization and the integration of Vietnam into the global economy, particularly through implementation of the EVFTA.Publication Firm-Level Technology Adoption in Vietnam(World Bank, Washington, DC, 2021-03)This paper describes the results of a new firm survey to measure technology use and adoption implemented prior to the COVID-19 pandemic in Vietnam. It analyzes the use and adoption of technology among Vietnamese firms and identifies some of the key barriers to adoption and diffusion. The analysis offers new and important stylized facts on firm-level use of technologies. First, although access to the internet is almost universal in Vietnam, firms had low digital readiness to face the COVID-19 pandemic; and the share of establishments with their own website, social media, and cloud computing is still small. Second, the use of Industry 4.0 technologies is incipient. Third, the technology gap with the use of frontier technologies in some general business functions, such as quality control, production planning, sales, and sourcing and procurement, is large. Fourth, the manufacturing sector faces the largest technological gap, larger than services and agricultural firms. The analysis of the main barriers and drivers to technology adoption and use shows the importance of good management quality for technology adoption, and that there is a technology premium associated with exporting activities. Finally, the analysis also shows that firms are largely unaware of the available public policy support for technology upgrading.Publication The Sub Prime Crisis : Implications for Emerging Markets(World Bank, Washington, DC, 2008-09)This paper discusses some of the key characteristics of the U.S. subprime mortgage boom and bust, contrasts them with characteristics of emerging mortgage markets, and makes recommendations for emerging market policy makers. The crisis has raised questions in the minds of many as to the wisdom of extending mortgage lending to low and moderate income households. It is important to note, however, that prior to the growth of subprime lending in the 1990s, U.S. mortgage markets already reached low and moderate-income households without taking large risks or suffering large losses. In contrast, in most emerging markets, mortgage finance is a luxury good, restricted to upper income households. As policy makers in emerging market seek to move lenders down market, they should adopt policies that include a variety of financing methods and should allow for rental or purchase as a function of the financial capacity of the household. Securitization remains a useful tool when developed in the context of well-aligned incentives and oversight. It is possible to extend mortgage lending down market without repeating the mistakes of the subprime boom and bust.Publication Empowerment in Practice : From Analysis to Implementation(Washington, DC: World Bank, 2006)This book represents an effort to present an easily accessible framework to readers, especially those for whom empowerment remains a puzzling development concern, conceptually and in application. The book is divided into two parts. Part 1 explains how the empowerment framework can be used for understanding, measuring, monitoring, and operationalizing empowerment policy and practice. Part 2 presents summaries of each of the five country studies, using them to discuss how the empowerment framework can be applied in very different country and sector contexts and what lessons can be learned from these test cases. While this book can offer only a limited empirical basis for the positive association between empowerment and development outcomes, it does add to the body of work supporting the existence of such a relationship. Perhaps more importantly, it also provides a framework for future research to test the association and to prioritize practical interventions seeking to empower individuals and groups.Publication World Development Report 2004(World Bank, 2003)Too often, services fail poor people in access, in quality, and in affordability. But the fact that there are striking examples where basic services such as water, sanitation, health, education, and electricity do work for poor people means that governments and citizens can do a better job of providing them. Learning from success and understanding the sources of failure, this year’s World Development Report, argues that services can be improved by putting poor people at the center of service provision. How? By enabling the poor to monitor and discipline service providers, by amplifying their voice in policymaking, and by strengthening the incentives for providers to serve the poor. Freedom from illness and freedom from illiteracy are two of the most important ways poor people can escape from poverty. To achieve these goals, economic growth and financial resources are of course necessary, but they are not enough. The World Development Report provides a practical framework for making the services that contribute to human development work for poor people. With this framework, citizens, governments, and donors can take action and accelerate progress toward the common objective of poverty reduction, as specified in the Millennium Development Goals.