Download or read book Repeated Use of IMF Supported Programs Determinants and Forecasting written by Martin Iseringhausen and published by International Monetary Fund. This book was released on 2019-11-08 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper studies the determinants of repeated use of Fund-supported programs in a large sample covering virtually all General Resources Account (GRA) arrangements that were approved between 1952 and 2012. Generally, the revolving nature of the IMF’s resources calls for the temporary sup-port of member countries to address balance of payments problems while repeated use has often been viewed as program failure. First, using probit models we show that a small number of country-specific variables such as growth, the current account balance, the international reserves position, and the institutional framework play a significant role in explaining repeated use. Second, we discuss the role of IMF-specific and program-specific variables and find evidence that a country’s track record with the Fund is a good predictor of repeated use. Finally, we conduct an out-of-sample forecasting exer-cise. While our approach has predictive power for repeated use, exact forecasting remains challenging. From a policy perspective, the results could prove useful to assess the risk IMF programs pose to the revolving nature of the Fund’s financial resources.

Download or read book Predicting IMF Supported Programs A Machine Learning Approach written by Tsendsuren Batsuuri and published by International Monetary Fund. This book was released on 2024-03-08 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study applies state-of-the-art machine learning (ML) techniques to forecast IMF-supported programs, analyzes the ML prediction results relative to traditional econometric approaches, explores non-linear relationships among predictors indicative of IMF-supported programs, and evaluates model robustness with regard to different feature sets and time periods. ML models consistently outperform traditional methods in out-of-sample prediction of new IMF-supported arrangements with key predictors that align well with the literature and show consensus across different algorithms. The analysis underscores the importance of incorporating a variety of external, fiscal, real, and financial features as well as institutional factors like membership in regional financing arrangements. The findings also highlight the varying influence of data processing choices such as feature selection, sampling techniques, and missing data imputation on the performance of different ML models and therefore indicate the usefulness of a flexible, algorithm-tailored approach. Additionally, the results reveal that models that are most effective in near and medium-term predictions may tend to underperform over the long term, thus illustrating the need for regular updates or more stable – albeit potentially near-term suboptimal – models when frequent updates are impractical.

Download or read book International Monetary Fund Annual Report 2021 written by International Monetary Fund. Secretary's Department and published by International Monetary Fund. This book was released on 2021-10-04 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: A recovery is underway, but the economic fallout from the global pandemic could be with us for years to come. With the crisis exacerbating prepandemic vulnerabilities, country prospects are diverging. Nearly half of emerging market and developing economies and some middle-income countries are now at risk of falling further behind, undoing much of the progress made toward achieving the UN Sustainable Development Goals.

Download or read book Evolving Monetary Policy Frameworks in Low Income and Other Developing Countries written by International Monetary Fund and published by International Monetary Fund. This book was released on 2015-10-23 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past two decades, many low- and lower-middle income countries (LLMICs) have improved control over fiscal policy, liberalized and deepened financial markets, and stabilized inflation at moderate levels. Monetary policy frameworks that have helped achieve these ends are being challenged by continued financial development and increased exposure to global capital markets. Many policymakers aspire to move beyond the basics of stability to implement monetary policy frameworks that better anchor inflation and promote macroeconomic stability and growth. Many of these LLMICs are thus considering and implementing improvements to their monetary policy frameworks. The recent successes of some LLMICs and the experiences of emerging and advanced economies, both early in their policy modernization process and following the global financial crisis, are valuable in identifying desirable features of such frameworks. This paper draws on those lessons to provide guidance on key elements of effective monetary policy frameworks for LLMICs.

Download or read book World Economic Outlook April 2015 written by International Monetary Fund. Research Dept. and published by International Monetary Fund. This book was released on 2015-04-14 with total page 884 pages. Available in PDF, EPUB and Kindle. Book excerpt: Global growth remains moderate and uneven, and a number of complex forces are shaping the outlook. These include medium- and long-term trends, global shocks, and many country- or region-specific factors. The April 2015 WEO examines the causes and implications of recent trends, including lower oil prices, which are providing a boost to growth globally and in many oil-importing countries but are weighing on activity in oil-exporting countries, and substantial changes in exchange rates for major currencies, reflecting variations in country growth rates and in exchange rate policies and the lower price of oil. Additionally, analytical chapters explore the growth rate of potential output across advanced and emerging market economies, assessing its recent track and likely future course; and the performance of private fixed investment in advanced economies, which has featured prominently in the public policy debate in recent years, focusing on the role of overall economic weakness in accounting for this performance.

Download or read book International Monetary Fund Annual Report 2019 Financial Statements written by International Monetary Fund and published by International Monetary Fund. This book was released on 2019-10-04 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: The audited consolidated financial statements of the International Monetary Fund as of April 30, 2019 and 2018

Download or read book Fiscal Policy and Long Term Growth written by International Monetary Fund and published by International Monetary Fund. This book was released on 2015-04-20 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper explores how fiscal policy can affect medium- to long-term growth. It identifies the main channels through which fiscal policy can influence growth and distills practical lessons for policymakers. The particular mix of policy measures, however, will depend on country-specific conditions, capacities, and preferences. The paper draws on the Fund’s extensive technical assistance on fiscal reforms as well as several analytical studies, including a novel approach for country studies, a statistical analysis of growth accelerations following fiscal reforms, and simulations of an endogenous growth model.

Download or read book Powering the Digital Economy Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.

Download or read book Conditionality in Evolving Monetary Policy Regimes written by International Monetary Fund and published by International Monetary Fund. This book was released on 2014-05-03 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt: With single-digit inflation and substantial financial deepening, developing countries are adopting more flexible and forward-looking monetary policy frameworks and ascribing a greater role to policy interest rates and inflation objectives. While some countries have adopted formal inflation targeting regimes, others have developed frameworks with greater target flexibility to accommodate changing money demand, use of policy rates to signal the monetary policy stance, and implicit inflation targets.

Download or read book Global Waves of Debt written by M. Ayhan Kose and published by World Bank Publications. This book was released on 2021-03-03 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: The global economy has experienced four waves of rapid debt accumulation over the past 50 years. The first three debt waves ended with financial crises in many emerging market and developing economies. During the current wave, which started in 2010, the increase in debt in these economies has already been larger, faster, and broader-based than in the previous three waves. Current low interest rates mitigate some of the risks associated with high debt. However, emerging market and developing economies are also confronted by weak growth prospects, mounting vulnerabilities, and elevated global risks. A menu of policy options is available to reduce the likelihood that the current debt wave will end in crisis and, if crises do take place, will alleviate their impact.

Download or read book Consumer Price Index Manual 2020 written by Brian Graf and published by INTERNATIONAL MONETARY FUND. This book was released on 2020-11-19 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Consumer Price Index Manual: Concepts and Methods contains comprehensive information and explanations on compiling a consumer price index (CPI). The Manual provides an overview of the methods and practices national statistical offices (NSOs) should consider when making decisions on how to deal with the various problems in the compilation of a CPI. The chapters cover many topics. They elaborate on the different practices currently in use, propose alternatives whenever possible, and discuss the advantages and disadvantages of each alternative. The primary purpose of the Manual is to assist countries in producing CPIs that reflect internationally recommended methods and practices.

Download or read book The Impact of Gray Listing on Capital Flows An Analysis Using Machine Learning written by Mizuho Kida and published by International Monetary Fund. This book was released on 2021-05-27 with total page 37 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Financial Action Task Force’s gray list publicly identifies countries with strategic deficiencies in their AML/CFT regimes (i.e., in their policies to prevent money laundering and the financing of terrorism). How much gray-listing affects a country’s capital flows is of interest to policy makers, investors, and the Fund. This paper estimates the magnitude of the effect using an inferential machine learning technique. It finds that gray-listing results in a large and statistically significant reduction in capital inflows.

Download or read book International Macroeconomics in the Wake of the Global Financial Crisis written by Laurent Ferrara and published by Springer. This book was released on 2018-06-13 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects selected articles addressing several currently debated issues in the field of international macroeconomics. They focus on the role of the central banks in the debate on how to come to terms with the long-term decline in productivity growth, insufficient aggregate demand, high economic uncertainty and growing inequalities following the global financial crisis. Central banks are of considerable importance in this debate since understanding the sluggishness of the recovery process as well as its implications for the natural interest rate are key to assessing output gaps and the monetary policy stance. The authors argue that a more dynamic domestic and external aggregate demand helps to raise the inflation rate, easing the constraint deriving from the zero lower bound and allowing monetary policy to depart from its current ultra-accommodative position. Beyond macroeconomic factors, the book also discusses a supportive financial environment as a precondition for the rebound of global economic activity, stressing that understanding capital flows is a prerequisite for economic-policy decisions.

Download or read book Special Interest Politics written by Gene M. Grossman and published by MIT Press. This book was released on 2001 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: An exploration of the role that special interest groups play in modern democratic politics.

Download or read book Aid Taxation and Development written by Christopher S. Adam and published by World Bank Publications. This book was released on 1998 with total page 63 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designing effective aid programs requires accurately diagnosing problems. Under current donor efforts to promote democratization and institutional development, the shift from policy to institutional conditionality reflects an attempt by Africa's donors to recast the aid relationship from one that at best secures temporary policy changes to one that permanently alters institutions in favor of sustained growth and development. The design of effective aid programs depends on the diagnosis of the problem. To say that institutional failures are central to Africa's poor economic performance is not to repudiate early interpretations based on policy failures and capital shortages. Institutional failures produce policy failures that in turn produce capital shortages or the equivalent. Adam and O'Connell focus on the core of the evolving (mainly external) diagnosis of the African development problem, making these main points, among others: * Tax and taxlike distortions tend to be high and volatile in Africa. These influence the allocation of national wealth and can reduce both the level and productivity of domestic investment. The composition of domestic investment seems to be more important in explaining poor African growth than the level of domestic investment. * Policy-generated uncertainty (under-emphasized in the literature) can activate socially inefficient self-insurance mechanisms that reduce growth. When leaders have substantial discretion about policy, as they do in most African countries, executive transitions become a major source of uncertainty. * Patronage is heavily used in African systems of personal rule. Governments use distortionary taxes to finance transfers to politically powerful groups. * A government that is captive to a favored group will trade off growth for transfers, if the group is small enough relative to the government's disposable resources. In such a case, conditional aid can be ineffective in spurring growth and investment, even when the potential gains from aid are great. * Conditionality is required to secure the gains from aid when nonrepresentative political structures generate a conflict of interest between donors and recipient governments. When donors are in a strong bargaining position, conditionality agreements that mandate a reduction in distortionary taxes will also require that some part of lost revenues be made up by cuts in politically motivated transfers. But policy conditionality is difficult to enforce and even when perfectly enforceable is subject to the problem of aid dependency. * To avoid aid dependency, donors must focus on conditionality that shifts the no aid point. Under current donor efforts to promote democratization and institutional development, the shift from policy to institutional conditionality reflects an attempt by Africa's donors to recast the aid relationship from one that at best secures temporary policy changes to one that permanently alters institutions in favor of sustained growth and development. This paper-a product of the Development Research Group-is part of the research project Analytical Perspectives on Aid Effectiveness in Sub-Saharan Africa (RPO 680-18). The study was funded by the Bank's Research Support Budget.

Download or read book Closing the Gap in a Generation written by WHO Commission on Social Determinants of Health and published by World Health Organization. This book was released on 2008 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social justice is a matter of life and death. It affects the way people live, their consequent chance of illness, and their risk of premature death. We watch in wonder as life expectancy and good health continue to increase in parts of the world and in alarm as they fail to improve in others.

Download or read book Global Productivity written by Alistair Dieppe and published by World Bank Publications. This book was released on 2021-06-09 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: The COVID-19 pandemic struck the global economy after a decade that featured a broad-based slowdown in productivity growth. Global Productivity: Trends, Drivers, and Policies presents the first comprehensive analysis of the evolution and drivers of productivity growth, examines the effects of COVID-19 on productivity, and discusses a wide range of policies needed to rekindle productivity growth. The book also provides a far-reaching data set of multiple measures of productivity for up to 164 advanced economies and emerging market and developing economies, and it introduces a new sectoral database of productivity. The World Bank has created an extraordinary book on productivity, covering a large group of countries and using a wide variety of data sources. There is an emphasis on emerging and developing economies, whereas the prior literature has concentrated on developed economies. The book seeks to understand growth patterns and quantify the role of (among other things) the reallocation of factors, technological change, and the impact of natural disasters, including the COVID-19 pandemic. This book is must-reading for specialists in emerging economies but also provides deep insights for anyone interested in economic growth and productivity. Martin Neil Baily Senior Fellow, The Brookings Institution Former Chair, U.S. President’s Council of Economic Advisers This is an important book at a critical time. As the book notes, global productivity growth had already been slowing prior to the COVID-19 pandemic and collapses with the pandemic. If we want an effective recovery, we have to understand what was driving these long-run trends. The book presents a novel global approach to examining the levels, growth rates, and drivers of productivity growth. For anyone wanting to understand or influence productivity growth, this is an essential read. Nicholas Bloom William D. Eberle Professor of Economics, Stanford University The COVID-19 pandemic hit a global economy that was already struggling with an adverse pre-existing condition—slow productivity growth. This extraordinarily valuable and timely book brings considerable new evidence that shows the broad-based, long-standing nature of the slowdown. It is comprehensive, with an exceptional focus on emerging market and developing economies. Importantly, it shows how severe disasters (of which COVID-19 is just the latest) typically harm productivity. There are no silver bullets, but the book suggests sensible strategies to improve growth prospects. John Fernald Schroders Chaired Professor of European Competitiveness and Reform and Professor of Economics, INSEAD