Nowcasting and Near-Term Forecasting Cambodia’s Economy

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Author :
Publisher : International Monetary Fund
ISBN 13 :
Total Pages : 46 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Nowcasting and Near-Term Forecasting Cambodia’s Economy by : Dyna Heng

Download or read book Nowcasting and Near-Term Forecasting Cambodia’s Economy written by Dyna Heng and published by International Monetary Fund. This book was released on 2024-07-12 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assessing the current state of the economy and forecast the economic outlook in the next few quarters are important inputs for policymakers. This paper presents a suite of models with an integrated approach to forecast Cambodia’s economy in the current and next few quarters. First, we estimate historical quarterly GDP using information extracted from high-frequency indicators to construct quarterly nowcasting model. Second, we forecast current economic activities using a high-frequency data such as credit, export, tourist arrival, foreign reserves, and trading partner’s GDP. Third, we present inflation forecasting models for Cambodia. Fourth, the paper present a vector autoregression model to forecast Cambodia’s GDP in the next few quarters using global forecasts of China’s and US’s economy as well as oil and rice price. This paper showcase how high-frequency data set can be utilized in assessing current economic activities in countries with limited and lagged data.

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1589063953
Total Pages : 35 pages
Book Rating : 4.5/5 (89 download)

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Book Synopsis Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance by : El Bachir Boukherouaa

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.

How Informative Are Real Time Output Gap Estimates in Europe?

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1513512544
Total Pages : 42 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis How Informative Are Real Time Output Gap Estimates in Europe? by : Mr.Alvar Kangur

Download or read book How Informative Are Real Time Output Gap Estimates in Europe? written by Mr.Alvar Kangur and published by International Monetary Fund. This book was released on 2019-09-20 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: We study the properties of the IMF-WEO estimates of real-time output gaps for countries in the euro area as well as the determinants of their revisions over 1994-2017. The analysis shows that staff typically saw economies as operating below their potential. In real time, output gaps tend to have large and negative averages that are largely revised away in later vintages. Most of the mis-measurement in real time can be explained by the difficulty in predicting recessions and by overestimation of the economy’s potential capacity. We also find, in line with earlier literature, that real-time output gaps are not useful for predicting inflation. In addition, countries where slack (and potential growth) is overestimated to a larger extent primary fiscal balances tend to be lower and public debt ratios are higher and increase faster than projected. Previous research suggests that national authorities’ real-time output gaps suffer from a similar bias. To the extent these estimates play a role in calibrating fiscal policy, over-optimism about long-term growth could contribute to excessive deficits and debt buildup.

Monitoring Global Poverty

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Author :
Publisher : World Bank Publications
ISBN 13 : 1464809623
Total Pages : 176 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis Monitoring Global Poverty by : World Bank

Download or read book Monitoring Global Poverty written by World Bank and published by World Bank Publications. This book was released on 2016-11-28 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 2013, the World Bank Group announced two goals that would guide its operations worldwide. First is the eradication of chronic extreme poverty bringing the number of extremely poor people, defined as those living on less than 1.25 purchasing power parity (PPP)†“adjusted dollars a day, to less than 3 percent of the world’s population by 2030.The second is the boosting of shared prosperity, defined as promoting the growth of per capita real income of the poorest 40 percent of the population in each country. In 2015, United Nations member nations agreed in New York to a set of post-2015 Sustainable Development Goals (SDGs), the first and foremost of which is the eradication of extreme poverty everywhere, in all its forms. Both the language and the spirit of the SDG objective reflect the growing acceptance of the idea that poverty is a multidimensional concept that reflects multiple deprivations in various aspects of well-being. That said, there is much less agreement on the best ways in which those deprivations should be measured, and on whether or how information on them should be aggregated. Monitoring Global Poverty: Report of the Commission on Global Poverty advises the World Bank on the measurement and monitoring of global poverty in two areas: What should be the interpretation of the definition of extreme poverty, set in 2015 in PPP-adjusted dollars a day per person? What choices should the Bank make regarding complementary monetary and nonmonetary poverty measures to be tracked and made available to policy makers? The World Bank plays an important role in shaping the global debate on combating poverty, and the indicators and data that the Bank collates and makes available shape opinion and actual policies in client countries, and, to a certain extent, in all countries. How we answer the above questions can therefore have a major influence on the global economy.

In Search of Information: Use of Google Trends’ Data to Narrow Information Gaps for Low-income Developing Countries

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1484390172
Total Pages : 51 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis In Search of Information: Use of Google Trends’ Data to Narrow Information Gaps for Low-income Developing Countries by : Mr.Futoshi Narita

Download or read book In Search of Information: Use of Google Trends’ Data to Narrow Information Gaps for Low-income Developing Countries written by Mr.Futoshi Narita and published by International Monetary Fund. This book was released on 2018-12-14 with total page 51 pages. Available in PDF, EPUB and Kindle. Book excerpt: Timely data availability is a long-standing challenge in policy-making and analysis for low-income developing countries. This paper explores the use of Google Trends’ data to narrow such information gaps and finds that online search frequencies about a country significantly correlate with macroeconomic variables (e.g., real GDP, inflation, capital flows), conditional on other covariates. The correlation with real GDP is stronger than that of nighttime lights, whereas the opposite is found for emerging market economies. The search frequencies also improve out-of-sample forecasting performance albeit slightly, demonstrating their potential to facilitate timely assessments of economic conditions in low-income developing countries.

Poverty and Shared Prosperity 2020

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Author :
Publisher : World Bank Publications
ISBN 13 : 1464816034
Total Pages : 288 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis Poverty and Shared Prosperity 2020 by : World Bank

Download or read book Poverty and Shared Prosperity 2020 written by World Bank and published by World Bank Publications. This book was released on 2020-12-23 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edition of the biennial Poverty and Shared Prosperity report brings sobering news. The COVID-19 (coronavirus) pandemic and its associated economic crisis, compounded by the effects of armed conflict and climate change, are reversing hard-won gains in poverty reduction and shared prosperity. The fight to end poverty has suffered its worst setback in decades after more than 20 years of progress. The goal of ending extreme poverty by 2030, already at risk before the pandemic, is now beyond reach in the absence of swift, significant, and sustained action, and the objective of advancing shared prosperity—raising the incomes of the poorest 40 percent in each country—will be much more difficult. Poverty and Shared Prosperity 2020: Reversals of Fortune presents new estimates of COVID-19's impacts on global poverty and shared prosperity. Harnessing fresh data from frontline surveys and economic simulations, it shows that pandemic-related job losses and deprivation worldwide are hitting already poor and vulnerable people hard, while also shifting the profile of global poverty to include millions of 'new poor.' Original analysis included in the report shows that the new poor are more urban, better educated, and less likely to work in agriculture than those living in extreme poverty before COVID-19. It also gives new estimates of the impact of conflict and climate change, and how they overlap. These results are important for targeting policies to safeguard lives and livelihoods. It shows how some countries are acting to reverse the crisis, protect those most vulnerable, and promote a resilient recovery. These findings call for urgent action. If the global response fails the world's poorest and most vulnerable people now, the losses they have experienced to date will be minimal compared with what lies ahead. Success over the long term will require much more than stopping COVID-19. As efforts to curb the disease and its economic fallout intensify, the interrupted development agenda in low- and middle-income countries must be put back on track. Recovering from today's reversals of fortune requires tackling the economic crisis unleashed by COVID-19 with a commitment proportional to the crisis itself. In doing so, countries can also plant the seeds for dealing with the long-term development challenges of promoting inclusive growth, capital accumulation, and risk prevention—particularly the risks of conflict and climate change.

OECD Compendium of Productivity Indicators 2019

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Author :
Publisher : OECD Publishing
ISBN 13 : 9264603980
Total Pages : 154 pages
Book Rating : 4.2/5 (646 download)

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Book Synopsis OECD Compendium of Productivity Indicators 2019 by : OECD

Download or read book OECD Compendium of Productivity Indicators 2019 written by OECD and published by OECD Publishing. This book was released on 2019-04-29 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report presents a comprehensive overview of recent and longer-term trends in productivity levels and growth in OECD countries, accession countries, key partners and some G20 countries.

An Open Economy Quarterly Projection Model for Sri Lanka

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1484364511
Total Pages : 59 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis An Open Economy Quarterly Projection Model for Sri Lanka by : Chandranath Amarasekara

Download or read book An Open Economy Quarterly Projection Model for Sri Lanka written by Chandranath Amarasekara and published by International Monetary Fund. This book was released on 2018-06-25 with total page 59 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study documents a semi-structural model developed for Sri Lanka. This model, extended with a fiscal sector block, is expected to serve as a core forecasting model in the process of the Central Bank of Sri Lanka’s move towards flexible inflation targeting. The model includes a forward-looking endogenous interest rate and foreign exchange rate policy rules allowing for flexible change in policy behavior. It is a gap model that allows for simultaneous identification of business cycle position and long-term equilibrium. The model was first calibrated and then its data-fit was improved using Bayesian estimation technique with relatively tight priors.

Taking Stock of IMF Capacity Development on Monetary Policy Forecasting and Policy Analysis Systems

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Author :
Publisher : International Monetary Fund
ISBN 13 : 155775327X
Total Pages : 68 pages
Book Rating : 4.5/5 (577 download)

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Book Synopsis Taking Stock of IMF Capacity Development on Monetary Policy Forecasting and Policy Analysis Systems by : John C. Odling-Smee

Download or read book Taking Stock of IMF Capacity Development on Monetary Policy Forecasting and Policy Analysis Systems written by John C. Odling-Smee and published by International Monetary Fund. This book was released on 1993 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper takes stock of forecasting and policy analysis system capacity development (FPAS CD), drawing extensively on the experience and lessons learned from developing FPAS capacity in the central banks. By sharing the insights gained during FPAS CD delivery and outlining the typical tools developed in the process, the paper aims to facilitate the understanding of FPAS CD within the IMF and to inform future CD on building macroeconomic frameworks. As such, the paper offers a qualitative assessment of the experience with FPAS CD delivery and the use of FPAS in the decision-making process in central banks.

Poverty and Shared Prosperity 2018

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Author :
Publisher : World Bank Publications
ISBN 13 : 1464813604
Total Pages : 328 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis Poverty and Shared Prosperity 2018 by : World Bank

Download or read book Poverty and Shared Prosperity 2018 written by World Bank and published by World Bank Publications. This book was released on 2018-12-10 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: The World Bank Group has two overarching goals: End extreme poverty by 2030 and promote shared prosperity by boosting the incomes of the bottom 40 percent of the population in each economy. As this year’s Poverty and Shared Prosperity report documents, the world continues to make progress toward these goals. In 2015, approximately one-tenth of the world’s population lived in extreme poverty, and the incomes of the bottom 40 percent rose in 77 percent of economies studied. But success cannot be taken for granted. Poverty remains high in Sub- Saharan Africa, as well as in fragile and conflict-affected states. At the same time, most of the world’s poor now live in middle-income countries, which tend to have higher national poverty lines. This year’s report tracks poverty comparisons at two higher poverty thresholds—$3.20 and $5.50 per day—which are typical of standards in lower- and upper-middle-income countries. In addition, the report introduces a societal poverty line based on each economy’s median income or consumption. Poverty and Shared Prosperity 2018: Piecing Together the Poverty Puzzle also recognizes that poverty is not only about income and consumption—and it introduces a multidimensional poverty measure that adds other factors, such as access to education, electricity, drinking water, and sanitation. It also explores how inequality within households could affect the global profile of the poor. All these additional pieces enrich our understanding of the poverty puzzle, bringing us closer to solving it. For more information, please visit worldbank.org/PSP

A Decade after the Global Recession

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Author :
Publisher : World Bank Publications
ISBN 13 : 1464815283
Total Pages : 475 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis A Decade after the Global Recession by : M. Ayhan Kose

Download or read book A Decade after the Global Recession written by M. Ayhan Kose and published by World Bank Publications. This book was released on 2021-03-19 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: This year marks the tenth anniversary of the 2009 global recession. Most emerging market and developing economies weathered the global recession relatively well, in part by using the sizable fiscal and monetary policy ammunition accumulated during prior years of strong growth. However, their growth prospects have weakened since then, and many now have less policy space. This study provides the first comprehensive stocktaking of the past decade from the perspective of emerging market and developing economies. Many of these economies have now become more vulnerable to economic shocks. The study discusses lessons from the global recession and policy options for these economies to strengthen growth and prepare for the possibility of another global downturn.

World Development Report 2016

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Publisher : World Bank Publications
ISBN 13 : 1464806721
Total Pages : 359 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis World Development Report 2016 by : World Bank Group

Download or read book World Development Report 2016 written by World Bank Group and published by World Bank Publications. This book was released on 2016-01-14 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital technologies are spreading rapidly, but digital dividends--the broader benefits of faster growth, more jobs, and better services--are not. If more than 40 percent of adults in East Africa pay their utility bills using a mobile phone, why can’t others around the world do the same? If 8 million entrepreneurs in China--one third of them women--can use an e-commerce platform to export goods to 120 countries, why can’t entrepreneurs elsewhere achieve the same global reach? And if India can provide unique digital identification to 1 billion people in five years, and thereby reduce corruption by billions of dollars, why can’t other countries replicate its success? Indeed, what’s holding back countries from realizing the profound and transformational effects that digital technologies are supposed to deliver? Two main reasons. First, nearly 60 percent of the world’s population are still offline and can’t participate in the digital economy in any meaningful way. Second, and more important, the benefits of digital technologies can be offset by growing risks. Startups can disrupt incumbents, but not when vested interests and regulatory uncertainty obstruct competition and the entry of new firms. Employment opportunities may be greater, but not when the labor market is polarized. The internet can be a platform for universal empowerment, but not when it becomes a tool for state control and elite capture. The World Development Report 2016 shows that while the digital revolution has forged ahead, its 'analog complements'--the regulations that promote entry and competition, the skills that enable workers to access and then leverage the new economy, and the institutions that are accountable to citizens--have not kept pace. And when these analog complements to digital investments are absent, the development impact can be disappointing. What, then, should countries do? They should formulate digital development strategies that are much broader than current information and communication technology (ICT) strategies. They should create a policy and institutional environment for technology that fosters the greatest benefits. In short, they need to build a strong analog foundation to deliver digital dividends to everyone, everywhere.

Debate the Issues: New Approaches to Economic Challenges

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Author :
Publisher : OECD
ISBN 13 : 9264264701
Total Pages : 160 pages
Book Rating : 4.2/5 (642 download)

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Book Synopsis Debate the Issues: New Approaches to Economic Challenges by : Collectif

Download or read book Debate the Issues: New Approaches to Economic Challenges written by Collectif and published by OECD. This book was released on 2016-09-21 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: To capitalise on the new international resolve epitomised by COP21 and the agreement on the universal Sustainable Development Goals (SDGs) requires a renewed effort to promote new policy thinking and new approaches to the great challenges ahead. Responding to new challenges means we have to adopt more ambitious frameworks, design more effective tools, and propose more precise policies that will take account of the complex and multidimensional nature of the challenges. The goal is to develop a better sense of how economies really work and to articulate strategies which reflect this understanding. The OECD’s New Approaches to Economic Challenges (NAEC) exercise challenges our assumptions and our understanding about the workings of the economy. This collection from OECD Insights summarises opinions from inside and outside the Organisation on how NAEC can contribute to achieving the SDGs, and describes how the OECD is placing its statistical, monitoring and analytical capacities at the service of the international community. The authors also consider the transformation of the world economy that will be needed and the long-term “tectonic shifts” that are affecting people, the planet, global productivity, and institutions.

Exchange Rate Forecasting Techniques, Survey Data, and Implications for the Foreign Exchange Market

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1451975007
Total Pages : 32 pages
Book Rating : 4.4/5 (519 download)

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Book Synopsis Exchange Rate Forecasting Techniques, Survey Data, and Implications for the Foreign Exchange Market by : International Monetary Fund

Download or read book Exchange Rate Forecasting Techniques, Survey Data, and Implications for the Foreign Exchange Market written by International Monetary Fund and published by International Monetary Fund. This book was released on 1990-05-01 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper examines the dynamics of the foreign exchange market. The first half addresses a number of key questions regarding the forecasts of future exchange rates made by market participants, by means of updated estimates using survey data. Here we follow most of the theoretical and empirical literature in acting as if all market participants share the same expectation. The second half then addresses the possibility of heterogeneous expectations, particularly the distinction between “chartists” and “fundamentalists,” and the implications for trading in the foreign exchange market and for the formation of speculative bubbles.

Vietnam

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Author :
Publisher : International Monetary Fund
ISBN 13 : 151357048X
Total Pages : 95 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis Vietnam by : International Monetary Fund. Asia and Pacific Dept

Download or read book Vietnam written by International Monetary Fund. Asia and Pacific Dept and published by International Monetary Fund. This book was released on 2021-03-01 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: Successful containment of COVID-19 and strong policy support have helped contain the health and economic fallout, and a strong recovery is underway. Growth in 2020 reached 2.9 percent, among the highest in the world. However, labor market conditions remain weak. Corporate balance sheets have worsened, potentially hampering private investment and job prospects. Banks entered the crisis in a stronger position than in previous years, but weaknesses remain. Vietnam’s economy remains heavily reliant on external trade and is vulnerable to trade tensions.

Real-time Coastal Observing Systems for Marine Ecosystem Dynamics and Harmful Algal Blooms

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Author :
Publisher : UNESCO
ISBN 13 : 9231040421
Total Pages : 880 pages
Book Rating : 4.2/5 (31 download)

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Book Synopsis Real-time Coastal Observing Systems for Marine Ecosystem Dynamics and Harmful Algal Blooms by : Babin, Marcel

Download or read book Real-time Coastal Observing Systems for Marine Ecosystem Dynamics and Harmful Algal Blooms written by Babin, Marcel and published by UNESCO. This book was released on 2008-06-05 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proliferation of harmful phytoplankton in marine ecosystems can cause massive fish kills, contaminate seafood with toxins, impact local and regional economies and dramatically affect ecological balance. Real-time observations are essential for effective short-term operational forecasting, but observation and modelling systems are still being developed. This volume provides guidance for developing real-time and near real-time sensing systems for observing and predicting plankton dynamics, including harmful algal blooms, in coastal waters. The underlying theory is explained and current trends in research and monitoring are discussed.Topics covered include: coastal ecosystems and dynamics of harmful algal blooms; theory and practical applications of in situ and remotely sensed optical detection of microalgal distributions and composition; theory and practical applications of in situ biological and chemical sensors for targeted species and toxin detection; integrated observing systems and platforms for detection; diagnostic and predictive modelling of ecosystems and harmful algal blooms, including data assimilation techniques; observational needs for the public and government; and future directions for research and operations.

Designing Fiscal Redistribution: The Role of Universal and Targeted Transfers

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1513547046
Total Pages : 27 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis Designing Fiscal Redistribution: The Role of Universal and Targeted Transfers by : Mr.David Coady

Download or read book Designing Fiscal Redistribution: The Role of Universal and Targeted Transfers written by Mr.David Coady and published by International Monetary Fund. This book was released on 2020-06-26 with total page 27 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a growing debate on the relative merits of universal and targeted social assistance transfers in achieving income redistribution objectives. While the benefits of targeting are clear, i.e., a larger poverty impact for a given transfer budget or lower fiscal cost for a given poverty impact, in practice targeting also comes with various costs, including incentive, administrative, social and political costs. The appropriate balance between targeted and universal transfers will therefore depend on how countries decide to trade-off these costs and benefits as well as on the potential for redistribution through taxes. This paper discusses the trade-offs that arise in different country contexts and the potential for strengthening fiscal redistribution in advanced and developing countries, including through expanding transfer coverage and progressive tax financing.