Publication:
Capital Flows, Country Risk, and Contagion

Loading...
Thumbnail Image
Files in English
English PDF (1.14 MB)
653 downloads
English Text (52.85 KB)
50 downloads
Published
2003-01
ISSN
Date
2014-08-01
Editor(s)
Abstract
It has been widely recognized that both country-specific and global factors matter in explaining capital flows. The author presents an empirical framework that disentangles the relative weight of country-specific and global factors in determining capital flows. In essence, his approach first separates the common component of emerging country spreads from their country-specific component. The pure country risk and global risk components are then used as explanatory variables to account for the observed pattern of capital flows using multivariate cointegration analyses. The author is able to identify the relative weight of global and country-specific factors in explaining capital flows to Argentina, Brazil, Mexico, and Venezuela in the 1990s. When further decomposing country risk into its determinants, the author finds that within a small system it is possible to jointly identify the determinants of capital flows and sovereign bond spreads. We find that capital flows are driven by country risk and global factors ("contagion" and U.S. long-term interest rates), while country risk is determined by the primary balance-to-GDP ratio (-) and the ratio of public debt to GDP (+).
Link to Data Set
Citation
Fiess, Norbert. 2003. Capital Flows, Country Risk, and Contagion. Policy Research Working Paper;No. 2943. © http://hdl.handle.net/10986/19179 License: CC BY 3.0 IGO.
Associated URLs
Associated content
Report Series
Report Series
Other publications in this report series
  • Publication
    The Macroeconomic Implications of Climate Change Impacts and Adaptation Options
    (Washington, DC: World Bank, 2025-05-29) Abalo, Kodzovi; Boehlert, Brent; Bui, Thanh; Burns, Andrew; Castillo, Diego; Chewpreecha, Unnada; Haider, Alexander; Hallegatte, Stephane; Jooste, Charl; McIsaac, Florent; Ruberl, Heather; Smet, Kim; Strzepek, Ken
    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
    South Africa’s Fragmented Cities: The Unequal Burden of Labor Market Frictions
    (Washington, DC: World Bank, 2026-01-08) Baez, Javier E.; Kshirsagar, Varun
    Using high-resolution administrative, census, and satellite data, this paper shows that South African cities are characterized by spatial mismatches between where people live and where jobs are located, relative to 20 global peers. Areas within 5 kilometers of commercial centers have 9,300 fewer residents per square kilometer than expected, which is 60 percent below the global median. Poor, dense neighborhoods are most affected. In Johannesburg, a 10-percentile increase in distance from the nearest business hub corresponds to a 3.7-percentile drop in asset wealth (a proxy of household wellbeing) and 4.9-percentile drop in employment. In Cape Town, the declines are 4.0 and 3.7 percentiles, respectively. Employment is 87 percent lower in the poorest decile than the richest in Johannesburg and 61 percent lower in Cape Town. These findings suggest that South Africa’s spatial organization of people and economic activity constrains agglomeration and reinforces inequality. This methodology provides a scalable and standardized data-driven framework to analyze spatial accessibility and agglomeration frictions in complex, data-constrained urban systems.
  • Publication
    The Evolution of Local Participatory Democracy in Nepal
    (Washington, DC: World Bank, 2025-11-05) Bhusal, Thaneshwar; Breen, Michael G; Rao, Vijayendra
    Nepal is, according to its constitution, among the world’s most decentralized countries, with a long and complex tradition of local-level public participation. This paper traces the evolution of Nepal’s modern participatory institutions, examining the extent to which they are “induced” by external interventions versus being “organically” rooted in indigenous practices. The paper identifies three broad phases: an initial focus on participation in project implementation; a subsequent phase that expanded citizen engagement; and a third phase of citizen empowerment, culminating in the 2015 federal constitution, which granted unprecedented local autonomy. The analysis yields five key findings. First, over the past 50 years, successive reforms have progressively expanded opportunities for citizens to influence local decision-making. Second, these reforms have integrated traditional participatory mechanisms into formal institutions of local government. Third, although central-level initiatives exist, most participatory platforms continue to operate at the local level. Fourth, the federal constitution has created a new landscape of local democracy, embedding autonomy and accountability. Fifth, although they are still valued in many ethnic and territorial communities, traditional participatory practices are gradually disappearing. The paper concludes by offering policy recommendations to help donor agencies and governments strengthen Nepal’s democratic trajectory. It argues that effective interventions should build on Nepal’s deep participatory traditions while recognizing the constitutional reality of far-reaching local autonomy.
  • Publication
    Institutional Capacity for Policy Implementation: An Analytical Framework
    (Washington, DC: World Bank, 2026-01-07) Kim, Galileu; Kumar, Tanu; Ramalho, Rita; Russell, Stuart
    State capacity is an important prerequisite for policy implementation, yet at the country level it is difficult to measure, assess, and reform. This paper proposes a focus on institutional capacity: the ability of public institutions to implement the specific policy mandates for which they are responsible. Based on a review of existing literature, the paper defines the different dimensions that compose institutional capacity and groups them into two cross-cutting categories: organizational dimensions (personnel, financial resources, information systems, and management practices) and governance dimensions (transparency, independence, and accountability). The paper proposes measures for organizational and governance dimensions using existing data, shows intra-institutional variation of these measures within countries, and discusses how new data could be collected for better measurement of these concepts. Finally, the paper illustrates how the framework can be used to diagnose the sources of common problems related to weak policy implementation.
  • Publication
    Closing the Gender Gap in Entrepreneurship: Overcoming Challenges in Law and Practice for Female Entrepreneurs
    (Washington, DC: World Bank, 2026-01-07) Behr, Daniela M.; Xi, Yue
    Despite significant strides toward gender equality, women around the world continue to encounter systemic obstacles that hinder their entrepreneurial success. This paper systematically reviews the literature on the barriers female entrepreneurs face and the solutions proposed to overcome these challenges. It discusses institutional factors, financial factors, human capital factors, and social and cultural factors. The literature overview is complemented by a series of stylized facts that illustrate how overcoming some of these existing barriers is correlated with improved women’s entrepreneurship and female labor force participation, drawing on the World Bank’s Women, Business and the Law database as well as the World Bank’s Enterprise Surveys. The findings underscore the need for creating an enabling environment where women can thrive as entrepreneurs.
Journal
Journal Volume
Journal Issue

Related items

Showing items related by metadata.

  • Publication
    Should Capital Flows Be Regulated? A Look at the Issues and Policies
    (World Bank, Washington, DC, 2000-03) Islam, Roumeen
    The author argues that externalities in financial markets, implicit and explicit guarantees on financial transactions, and information asymmetries in financial markets that may exacerbate contagion provide a rationale for a government role in managing the risk associated with cross-border capital flows. Governments can complement private sector risk management with measures that help deal with the volatility of capital flows. These measures include those that control the type and volume of capital flows and those that help investors make better investment decisions, and that may reduce herding behavior, such as better information provision. The main instruments that have been tried or recommended since the onset of the recent financial crises can be grouped in several categories. 1) Debt management: The composition, maturity structure, and level of external debt have played an important role in financial crises. High short-term debt relative to liquid assets has been found to be consistently correlated with financial crises in recent times. Governments can affect the level of debt (including private debt) and its composition, though the mix of policies they use will vary. Prudential regulation in the financial sector, corporate sector regulation, and restrictions on capital movements have all been used with varying success to change the level and composition of external debt. 2) Other macroeconomic policies: Most countries that have suffered macroeconomic crises have had fixed exchange rate systems; some have not. But whether or not a country has a fixed exchange rate is not the relevant question. The question is instead whether there is reason to expect a significant weakening of the currency, possibly as a result of a change in policy stance. Large real exchange rate appreciations have been among the main reasons for runs on currency; macroeconomic policy needs to be aimed at managing these. With a fixed exchange rate regime, flexibility must be maintained elsewhere in the economy. Policymakers may need to make tradeoffs between price and output stability once market jitters have set in. There is no single right answer to the question of which to emphasize more at a given time; it depends on a country's circumstances. 3) Risk management in the financial sector: The health of the financial sector is related to the government's fiscal position, its macroeconomic policies, and financial crises. The regulatory and supervisory frameworks in developing countries need to be adapted to the special features of these markets. Many developing countries are subject to frequent trade and capital account shocks, while lacking the means to deal with these shocks, such as adequate insurance markets. This situation may call for policies that nor only affect the incentives of lenders, but also help manage risk more directly. Examples of such policies include maturity, and liquidity requirements. 4) Information and transparency: More disclosure of information and improvements in the quality of that information could reduce the volatility that arises from herding behavior. Ex ante, they may also have a beneficial effect on the allocation of capital.
  • Publication
    On The Measurement of Market-Oriented Reforms
    (World Bank, Washington, D.C., 2003-12) Loayza, Norman V.; Soto, Raimundo
    This paper presents policy-and outcome-based ways of measuring the progress of market-oriented reforms in both traditional areas of first-generation reform and the areas of institutional reform that have been emphasized lately. These policy areas are the domestic financial system; international financial markets; international trade; the labor market; the tax system; public infrastructure and public firms; the legal and regulatory framework; and governance. For each of them, first, we discuss the general principles underlying market-oriented reform; second, we present various indicators of the policy stance in the area in question; and third, we present various outcome indicators of the policy stance.
  • Publication
    Intersectoral Dynamics and Economic Growth in Ecuador
    (World Bank, Washington, DC, 2001-01) Fiess, Norbert M.; Verner, Dorte
    The authors analyze sectoral growth in Ecuador, using multivariate co-integration analysis. They find significant long-run relationships between the agricultural, industrial, and service sectors. Moreover, they are able to derive dynamic sector models that combine the short-run links between the three sectors with long-run dynamics. When disaggregate the three sectors into their intra-sectoral components, they discover many interesting relationships that contribute to a better understanding of inter- and intra-sectoral dynamics in the context of Ecuadorian economic growth. Their findings suggest that more attention should be paid to inter-dependencies in sectoral growth, since an improved understanding of inter-sectoral dynamics may facilitate the implementation of policy aimed at increasing economic growth in Ecuador. There appears to be no direct link between the oil sector, and the non-oil industrial sectors. But strong evidence supports co-integration between the oil industry, and financial services, as well as between the oil industry, and public services. This means, among other things, that the oil industry is likely to affect other sectors through the financial sector, the public sector, or both.
  • Publication
    Dealing with the Challenges of Macro Financial Linkages in Emerging Markets
    (Washington, DC: World Bank, 2013-10-11) Ghosh, Swati R.; Canuto, Otaviano; Canuto, Otaviano; Ghosh, Swati R.
    The 2008 financial crisis has highlighted the challenges associated with global financial integration and emphasized the importance of macro financial linkages. In the financial sector, attention is being directed toward macro prudential regulations that are geared toward the stability of the financial system as a whole. The Third Basel Accord (Basel III) aims to dampen the pro-cyclicality of the financial sector and to reduce cross sectional systemic risks partly by introducing measures to address liquidity and issues of banks being too big to fail. In the macro arena, the facts that price stability was not sufficient to guarantee macroeconomic stability and that financial imbalances developed despite low inflation and small output gaps have highlighted the need for additional tools (macro prudential policies) to complement monetary policy in countercyclical management. Emerging markets face different conditions and have key structural features that can have a bearing on the relevance and efficacy of the measures. The chapters in this volume discuss the challenges of dealing with macro financial linkages and explore the policy toolkit available for dealing with systemic risks with particular reference to emerging markets. This report is organized as follows: chapter one is adapting macro prudential approaches to emerging and developing economies; chapter two is adapting micro prudential regulation for emerging markets; chapter three presents capital flow volatility and systemic risk in emerging markets: the policy toolkit; chapter four presents monetary policy and macro prudential regulation: whither emerging markets; chapter five deals with macro prudential policies to mitigate financial vulnerabilities in emerging markets; chapter six presents sailing through the global financial storm; and chapter seven presents operation of macro prudential policy measures.
  • Publication
    Unconventional Monetary Policy Normalization in High-Income Countries : Implications for Emerging Market Capital Flows and Crisis Risks
    (World Bank, Washington, DC, 2014-04) Burns, Andrew; Kida, Mizuho; Lim, Jamus Jerome; Mohapatra, Sanket; Stocker, Marc
    As the recovery in high-income countries firms amid a gradual withdrawal of extraordinary monetary stimulus, developing countries can expect stronger demand for their exports as global trade regains momentum, but also rising interest rates and potentially weaker capital inflows. This paper assesses the implications of a normalization of policy and activity in high-income countries for financial flows and crisis risks in developing countries. In the most likely scenario, a relatively orderly process of normalization would imply a slowdown in capital inflows amounting to 0.6 percent of developing-country GDP between 2013 and 2016, driven in particular by weaker portfolio investments. However, the risk of more abrupt adjustments remains significant, especially if increased market volatility accompanies the unwinding of unprecedented central bank interventions. According to simulations, abrupt changes in market expectations, resulting in global bond yields increasing by 100 to 200 basis points within a couple of quarters, could lead to a sharp reduction in capital inflows to developing countries by between 50 and 80 percent for several months. Evidence from past banking crises suggests that countries having seen a substantial expansion of domestic credit over the past five years, deteriorating current account balances, high levels of foreign and short-term debt, and over-valued exchange rates could be more at risk in current circumstances. Countries with adequate policy buffers and investor confidence may be able to rely on market mechanisms and countercyclical macroeconomic and prudential policies to deal with a retrenchment of foreign capital. In other cases, where the scope for maneuver is more limited, countries may be forced to tighten fiscal and monetary policy to reduce financing needs and attract additional inflows.

Users also downloaded

Showing related downloaded files

  • Publication
    Regional Poverty and Inequality Update: Latin America and the Caribbean, October 2025
    (Washington, DC: World Bank, 2025-10-23) World Bank
    This brief summarizes recent facts related to poverty and inequality in Latin America and the Caribbean (LAC) using the latest wave of harmonized household surveys from the Socio-Economic Database for LAC (SEDLAC). This brief was produced by the Poverty Global Practice in the LAC Region of the World Bank.
  • Publication
    Global Economic Prospects, January 2025
    (Washington, DC: World Bank, 2025-01-16) World Bank
    Global growth is expected to hold steady at 2.7 percent in 2025-26. However, the global economy appears to be settling at a low growth rate that will be insufficient to foster sustained economic development—with the possibility of further headwinds from heightened policy uncertainty and adverse trade policy shifts, geopolitical tensions, persistent inflation, and climate-related natural disasters. Against this backdrop, emerging market and developing economies are set to enter the second quarter of the twenty-first century with per capita incomes on a trajectory that implies substantially slower catch-up toward advanced-economy living standards than they previously experienced. Without course corrections, most low-income countries are unlikely to graduate to middle-income status by the middle of the century. Policy action at both global and national levels is needed to foster a more favorable external environment, enhance macroeconomic stability, reduce structural constraints, address the effects of climate change, and thus accelerate long-term growth and development.
  • Publication
    Digital Africa
    (Washington, DC: World Bank, 2023-03-13) Begazo, Tania; Dutz, Mark Andrew; Blimpo, Moussa
    All African countries need better and more jobs for their growing populations. "Digital Africa: Technological Transformation for Jobs" shows that broader use of productivity-enhancing, digital technologies by enterprises and households is imperative to generate such jobs, including for lower-skilled people. At the same time, it can support not only countries’ short-term objective of postpandemic economic recovery but also their vision of economic transformation with more inclusive growth. These outcomes are not automatic, however. Mobile internet availability has increased throughout the continent in recent years, but Africa’s uptake gap is the highest in the world. Areas with at least 3G mobile internet service now cover 84 percent of Africa’s population, but only 22 percent uses such services. And the average African business lags in the use of smartphones and computers as well as more sophisticated digital technologies that catalyze further productivity gains. Two issues explain the usage gap: affordability of these new technologies and willingness to use them. For the 40 percent of Africans below the extreme poverty line, mobile data plans alone would cost one-third of their incomes—in addition to the price of access devices, apps, and electricity. Data plans for small- and medium-size businesses are also more expensive than in other regions. Moreover, shortcomings in the quality of internet services—and in the supply of attractive, skills-appropriate apps that promote entrepreneurship and raise earnings—dampen people’s willingness to use them. For those countries already using these technologies, the development payoffs are significant. New empirical studies for this report add to the rapidly growing evidence that mobile internet availability directly raises enterprise productivity, increases jobs, and reduces poverty throughout Africa. To realize these and other benefits more widely, Africa’s countries must implement complementary and mutually reinforcing policies to strengthen both consumers’ ability to pay and willingness to use digital technologies. These interventions must prioritize productive use to generate large numbers of inclusive jobs in a region poised to benefit from a massive, youthful workforce—one projected to become the world’s largest by the end of this century.
  • Publication
    Role of Law and Justice in Achieving Gender Equality
    (Washington, DC: World Bank, 2012) Chiongson, Rea Abada; Desai, Deval; Marchiori, Teresa; Woolcock, Michael
    The authors are grateful to a number of people who helped at various states in the drafting of this paper. In particular, Nicholas Menzies (Justice Reform Specialist, LEGJR) for his continuous support and extensive comments on earlier drafts; Milena Stefanova (Project Officer, LEGJR), Daniel Evans (Consultant, LEGJR) and Elizabeth Morgan (Development Practitioner, PNG-Australia Law and Justice Partnership, Village Courts & Land Mediation Secretariat, PNG Department of Justice & Attorney General) for their invaluable inputs and insights; Barry Walsh (Senior Justice Specialist, LEGJR), Harold Epineuse (Counsel, LEGJR), Richard Nash (Counsel, LEGJR) and Melissa Upreti (Center for Reproductive Rights) for their contributions and comments; Virginia Seitz (Senior Director, Social and Gender Assessment, Millennium Challenge Corporation) and Limpho Masekese Maema (Gender Coordinator, Gender Equality in Economic Rights Programme, Millenium Challenge Account- Lesotho) for their contribution to the drafting of the case study on Lesotho.
  • Publication
    Global Economic Prospects, June 2025
    (Washington, DC: World Bank, 2025-06-10) World Bank
    The global economy is facing another substantial headwind, emanating largely from an increase in trade tensions and heightened global policy uncertainty. For emerging market and developing economies (EMDEs), the ability to boost job creation and reduce extreme poverty has declined. Key downside risks include a further escalation of trade barriers and continued policy uncertainty. These challenges are exacerbated by subdued foreign direct investment into EMDEs. Global cooperation is needed to restore a more stable international trade environment and scale up support for vulnerable countries grappling with conflict, debt burdens, and climate change. Domestic policy action is also critical to contain inflation risks and strengthen fiscal resilience. To accelerate job creation and long-term growth, structural reforms must focus on raising institutional quality, attracting private investment, and strengthening human capital and labor markets. Countries in fragile and conflict situations face daunting development challenges that will require tailored domestic policy reforms and well-coordinated multilateral support.