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Sectoral Shocks and Spillovers: An Application to COVID-19

Sectoral Shocks and Spillovers: An Application to COVID-19 PDF Author: Mr. Sonali Das
Publisher: International Monetary Fund
ISBN: 1513587390
Category : Business & Economics
Languages : en
Pages : 26

Book Description
This paper examines the role of sectoral spillovers in propagating sectoral shocks in the broader economy, both in the past and during the COVID-19 pandemic. In particular, we study how shocks that occur within a sector itself and spillovers from shocks to other sectors affect sectoral activity, for a large sample of countries from 1995 to 2014. We find that both supply and demand shocks—measured as changes in, respectively, productivity and government purchases at the sector level—have large spillover effects on sector-level gross value added and on a sector’s share of the economy. We then use these historical estimates, together with the network structure of global production, to quantify the spillovers from the economic shock associated with the pandemic. We find spillover effects to be sizeable, making up a significant fraction of the overall decline in activity in 2020.Our results have implications for the design of policies with a sectoral dimension.

Sectoral Shocks and Spillovers: An Application to COVID-19

Sectoral Shocks and Spillovers: An Application to COVID-19 PDF Author: Mr. Sonali Das
Publisher: International Monetary Fund
ISBN: 1513587390
Category : Business & Economics
Languages : en
Pages : 26

Book Description
This paper examines the role of sectoral spillovers in propagating sectoral shocks in the broader economy, both in the past and during the COVID-19 pandemic. In particular, we study how shocks that occur within a sector itself and spillovers from shocks to other sectors affect sectoral activity, for a large sample of countries from 1995 to 2014. We find that both supply and demand shocks—measured as changes in, respectively, productivity and government purchases at the sector level—have large spillover effects on sector-level gross value added and on a sector’s share of the economy. We then use these historical estimates, together with the network structure of global production, to quantify the spillovers from the economic shock associated with the pandemic. We find spillover effects to be sizeable, making up a significant fraction of the overall decline in activity in 2020.Our results have implications for the design of policies with a sectoral dimension.

After-Effects of the COVID-19 Pandemic: Prospects for Medium-Term Economic Damage

After-Effects of the COVID-19 Pandemic: Prospects for Medium-Term Economic Damage PDF Author: Mr. Philip Barrett
Publisher: International Monetary Fund
ISBN: 1513587900
Category : Business & Economics
Languages : en
Pages : 23

Book Description
The COVID-19 pandemic has led to a severe global recession with differential impacts within and across countries. This paper examines the possible persistent effects (scarring) of the pandemic on the economy and the channels through which they may occur. History suggests that deep recessions often leave long-lived scars, particularly to productivity. Importantly, financial instabilities—typically associated with worse scarring—have been largely avoided in the current crisis so far. While medium-term output losses are anticipated to be lower than after the global financial crisis, they are still expected to be substantial. The degree of expected scarring varies across countries, depending on the structure of economies and the size of the policy response. Emerging market and developing economies are expected to suffer more scarring than advanced economies.

Cars in Europe: Supply Chains and Spillovers During COVID-19 Times

Cars in Europe: Supply Chains and Spillovers During COVID-19 Times PDF Author: Vizhdan Boranova
Publisher: International Monetary Fund
ISBN: 1616356898
Category :
Languages : en
Pages : 42

Book Description
Cars in Europe: Supply Chains and Spillovers during COVID-19 Times

COVID-19 and Emerging Markets

COVID-19 and Emerging Markets PDF Author: Cem Çakmaklı
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description
Abstract: We quantify the macroeconomic effects of COVID-19 for a small open economy by calibrating a SIR-multi-sector-macro model to Turkey. Sectoral supply shocks are based on the proximity requirements in each sector and the ability to work from home. Physical proximity determines the supply shock through its effect on infection rates. Sectoral demand shocks incorporate domestic and foreign demand, both of which adjust with infection rates. We calibrate demand shocks during COVID-19 using real-time credit card purchase data. Our results show that the optimal policy, which yields the lowest economic cost and saves the maximum number of lives, can be achieved under a full lockdown of 39 days. Economic costs are much larger for an open economy as the shocks are amplified through the international production network. A decline in foreign demand leads to losses in domestic sectors through international input-output linkages, accounting for a third of the total output loss. In addition, the reduction in capital flows deprives the network from its trade financing needs, where sectors with larger external finance needs experience larger losses. The policy options are limited given sparse fiscal resources to fight the pandemic domestically, while serving the external debt. We present historical evidence from 2001 crisis of Turkey, when fiscal, monetary and exchange rate policies were employed altogether to deal with a triple crisis of balance of payments, banking, and sovereign debt

Global Corporate Stress Tests—Impact of the COVID-19 Pandemic and Policy Responses

Global Corporate Stress Tests—Impact of the COVID-19 Pandemic and Policy Responses PDF Author: Mr. Thierry Tressel
Publisher: International Monetary Fund
ISBN: 1513590820
Category : Business & Economics
Languages : en
Pages : 54

Book Description
Corporate sector vulnerabilities have been a central policy topic since the outset of the COVID-19 pandemic. In this paper, we analyze some 17,000 publicly listed firms in a sample of 24 countries, and assess their ability to withstand shocks induced by the pandemic to their liquidity, viability and solvency. For this purpose, we develop novel multi-factor sensitivity analysis and dynamic scenario-based stress test techniques to assess the impact of shocks on firm’s ability to service their debt, and on their liquidity and solvency positions. Applying the October 2020 WEO baseline and adverse scenarios, we find that a large share of publicly-listed firms become vulnerable as a result of the pandemic shock and additional borrowing needs to overcome cash shortfalls are large, while firm behavioral responses and policies substantially help overcome the impact of the shock in the near term. Looking forward, while interest coverage ratios tend to improve over time after the initial shock as earnings recover in line with projected macroeconomic conditions, liquidity needs remain substantial in many firms across countries and across industries, while insolvencies rise over time in specific industries. To inform policy debates, we offer an approach to a triage between viable and unviable firms, and find that the needs for liquidity support of viable firms remain important beyond 2020, and that medium-term debt restructuring needs and liquidations of firms may be substantial in the medium-term.

Tourism in the Post-Pandemic World

Tourism in the Post-Pandemic World PDF Author: Ms.Manuela Goretti
Publisher: International Monetary Fund
ISBN: 1513561901
Category : Business & Economics
Languages : en
Pages : 115

Book Description
This departmental paper analyzes the impact of the COVID-19 pandemic on tourism in the Asia Pacific region, Latin America, and Caribbean countries. Many tourism dependent economies in these regions, including small states in the Pacific and the Caribbean, entered the pandemic with limited fiscal space, inadequate external buffers, and foreign exchange revenues extremely concentrated in tourism. The empirical analysis leverages on an augmented gravity model to draw lessons from past epidemics and finds that the impact of infectious diseases on tourism flows is much greater in developing countries than in advanced economies.

License to Spill: How Do We Discuss Spillovers in Article IV Staff Reports

License to Spill: How Do We Discuss Spillovers in Article IV Staff Reports PDF Author: Jelle Barkema
Publisher: International Monetary Fund
ISBN: 1513573675
Category : Business & Economics
Languages : en
Pages : 25

Book Description
This paper dives into the Fund’s historical coverage of cross-border spillovers in its surveillance. We use a state-of-the-art deep learning model to analyze the discussion of spillovers in all IMF Article IV staff reports between 2010 and 2019. We find that overall, while the discussion of spillovers decreased over time, it was pronounced in the staff reports of some systemically important economies and during periods of global spillover events. Spillover discussions were more prominent in staff reports covering advanced and emerging market economies, possibly reflecting their role as sources of global spillovers. The coverage of spillovers was higher in the context of the real, financial, and external sectors. Also, countries with larger economies, higher trade and capital account openess and lower inflation are more likely to discuss spillovers in their Article IV staff reports.

World Economic Outlook, October 2020

World Economic Outlook, October 2020 PDF Author: International Monetary Fund. Research Dept.
Publisher: INTERNATIONAL MONETARY FUND
ISBN: 9781513556055
Category : Business & Economics
Languages : en
Pages : 203

Book Description
The global economy is climbing out from the depths to which it had plummeted during the Great Lockdown in April. But with the COVID-19 pandemic continuing to spread, many countries have slowed reopening and some are reinstating partial lockdowns to protect susceptible populations. While recovery in China has been faster than expected, the global economy’s long ascent back to pre-pandemic levels of activity remains prone to setbacks.

Technology: Toward Business Sustainability

Technology: Toward Business Sustainability PDF Author: Bahaaeddin Alareeni
Publisher: Springer Nature
ISBN: 3031540093
Category :
Languages : en
Pages : 554

Book Description


Modern Classification and Data Analysis

Modern Classification and Data Analysis PDF Author: Krzysztof Jajuga
Publisher: Springer Nature
ISBN: 3031101901
Category : Business & Economics
Languages : en
Pages : 381

Book Description
This volume presents a selection of peer-reviewed papers that address the latest developments in the methodology and applications of data analysis and classification tools to micro- and macroeconomic problems. The contributions were originally presented at the 30th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2021, held online in Poznań, Poland, September 8–10, 2021. Providing a balance between methodological and empirical studies, and covering a wide range of topics, the book is divided into five parts focusing on methods and applications in finance, economics, social issues and to COVID-19 data. The book is aimed at a wide audience, including researchers at universities and research institutions, PhD students, as well as practitioners, data scientists and employees in public statistical institutions.