Indonesia's Economic Crisis: Contagion and Fundamentals
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COVID-19 Pandemic and Financial Contagion
Journal of Risk and Financial Management Article COVID-19 Pandemic and Financial Contagion Julien Chevallier 1,2 1 Department of Economics & Management, IPAG Business School (IPAG Lab), 184 bd Saint-Germain, 75006 Paris, France; [email protected] 2 Economics Department, Université Paris 8 (LED), 2 rue de la Liberté, CEDEX 93526 Saint-Denis, France Received: 15 October 2020; Accepted: 1 December 2020; Published: 3 December 2020 Abstract: The original contribution of this paper is to empirically document the contagion of the COVID-19 on financial markets. We merge databases from Johns Hopkins Coronavirus Center, Oxford-Man Institute Realized Library, NYU Volatility Lab, an d St-Louis Federal Reserve Board. We deploy three types of models throughout our experiments: (i) the Susceptible-Infective-Removed (SIR) that predicts the infections’ peak on 2020-03-27; (ii) volatility (GARCH), correlation (DCC), and risk-management (Value-at-Risk (VaR)) models that relate how bears painted Wall Street red; and, (iii) data-science trees algorithms with forward prunning, mosaic plots, and Pythagorean forests that crunch the data on confirmed, deaths, and recovered COVID-19 cases and then tie them to high-frequency data for 31 stock markets. Keywords: COVID-19; financial contagion; Johns Hopkins repository; Susceptible-Infective-Removed model; tree algorithm; data science 1. Introduction The COVID-19 pandemic hit the world economy, without anyone knowing, at light-speed, leading to partial unemployment and factories’ shutdown around the globe, leaving doctors, policymakers, businessmen, operational managers, data scientists, and citizens alike in disarray. The origin of the virus itself is not known with certainty, although most theories attach it to zoonotic transfer to the human species (Andersen et al. -
Beyond the Stripes: Save Tigers Save So
REPORT T2x 2017 BEYOND THE STRIPES SAVE TIGERS, SAVE SO MUCH MORE Front cover A street art painting of a tiger along Brick Lane, London by artist Louis Masai. © Stephanie Sadler FOREWORD: SEEING BEYOND THE STRIPES 2 EXECUTIVE SUMMARY 4 INTRODUCTION 8 1. SAVING A BIODIVERSITY TREASURE TROVE 10 Tigers and biodiversity 12 Protecting flagship species 14 WWF Acknowledgements Connecting landscapes 16 WWF is one of the world’s largest and most experienced We would like to thank all the tiger-range governments, independent conservation organizations, with over partners and WWF Network offices for their support in the Driving political momentum 18 25 million followers and a global network active in more production of this report, as well as the following people in Return of the King – Cambodia and Kazakhstan 20 than 100 countries. particular: WWF’s mission is to stop the degradation of the planet’s Working Team natural environment and to build a future in which people 2. BENEFITING PEOPLE: CRITICAL ECOSYSTEM SERVICES 22 Michael Baltzer, Michael Belecky, Khalid Pasha, Jennifer live in harmony with nature, by conserving the world’s Safeguarding watersheds and water security 24 biological diversity, ensuring that the use of renewable Roberts, Yap Wei Lim, Lim Jia Ling, Ashleigh Wang, Aurelie natural resources is sustainable, and promoting the Shapiro, Birgit Zander, Caroline Snow, Olga Peredova. Tigers and clean water – India 26 reduction of pollution and wasteful consumption. Edits and Contributions: Sejal Worah, Vijay Moktan, Mitigating climate change 28 A WWF International production Thibault Ledecq, Denis Smirnov, Zhu Jiang, Liu Peiqi, Arnold Tigers, carbon and livelihoods – Russian Far East 30 Sitompul, Mark Rayan Darmaraj, Ghana S. -
Takeoffs, Landing, and Economic Growth
ADBI Working Paper Series TAKEOFFS, LANDING, AND ECONOMIC GROWTH Debayan Pakrashi and Paul Frijters No. 641 January 2017 Asian Development Bank Institute Debayan Pakrashi is an assistant professor of economics at the Indian Institute of Technology Kanpur. Paul Frijters is a professor of economics at the University of Queensland. The views expressed in this paper are the views of the author and do not necessarily reflect the views or policies of ADBI, ADB, its Board of Directors, or the governments they represent. ADBI does not guarantee the accuracy of the data included in this paper and accepts no responsibility for any consequences of their use. Terminology used may not necessarily be consistent with ADB official terms. Working papers are subject to formal revision and correction before they are finalized and considered published. The Working Paper series is a continuation of the formerly named Discussion Paper series; the numbering of the papers continued without interruption or change. ADBI’s working papers reflect initial ideas on a topic and are posted online for discussion. ADBI encourages readers to post their comments on the main page for each working paper (given in the citation below). Some working papers may develop into other forms of publication. ADB recognizes “China” as the People’s Republic of China. Unless otherwise stated, boxes, figures, and tables without explicit sources were prepared by the authors. Suggested citation: Pakrashi, D. and P. Frijters. 2017. Takeoffs, Landing, and Economic Growth. ADBI Working Paper 641. Tokyo: Asian Development Bank Institute. Available: https://www.adb.org/publications/takeoffs-landing-and-economic-growth Please contact the authors for information about this paper. -
Contagion: How the Asian Crisis Spread
EDRC Briefing Notes Number 3 ASIAN DEVELOPMENT BANK Economics and Development Resource Center CONTAGION: HOW THE ASIAN CRISIS SPREAD W. Christopher Walker October 1998 CONTAGION: HOW THE ASIAN CRISIS SPREAD W. Christopher Walker* October 1998 * W. Christopher Walker is an economist at the Economic Analysis and Research Division. Foreword The EDRC Briefing Notes are developed from notes prepared by staff of the Economics and Development Resource Center to brief Management and the Board of Directors. The Notes aim to provide succinct, nontechnical accounts of salient, current policy issues. They are not meant to be in-depth papers, nor intended to contri- bute to the state of current scientific knowledge. While prepared primarily for Bank readership, the EDRC Briefing Notes may be obtained by interested external readers upon request. The Notes reflect strictly the views and opinions of the staff and do not reflect Bank policy. JUNGSOO LEE Chief Economist Contents INTRODUCTION .................................................................................... 1 CURRENCY CRISES AND SPECULATIVE ATTACKS .......................... 2 CHANNELS OF CONTAGION ............................................................... 4 Trade Links ................................................................................... 4 Financial Channels ...................................................................... 5 SIGNS OF VULNERABILITY .................................................................. 7 WHY WAS THE ASIAN FLU WORSE THAN THE TEQUILA -
The Impact of Credit Rating Agencies Downgrades on European Stock Markets During the Financial Crisis of 2008
THE IMPACT OF CREDIT RATING AGENCIES DOWNGRADES ON EUROPEAN STOCK MARKETS DURING THE FINANCIAL CRISIS OF 2008 Inês Nunes Pedras Dissertation submitted as partial requirement for the conferral of Master in Finance Supervisor: Prof. Paulo Viegas de Carvalho, Assistant Professor, ISCTE Business School, Departament of Finance September 2016 THE IMPACT OF CREDIT RATING AGENCIES DOWNGRADES RESUMO Uma das crises financeiras mais graves até agora começou nos Estados Unidos, atingindo o pico após o colapso do banco de investimento Lehman Brothers, no outono de 2008. As consequências foram catastróficas, atingindo todo o mundo. É o caso da crise da dívida soberana da Zona Euro. As agências de notação de crédito foram fortemente criticadas durante ambas as crises. Acredita-se que as suas notações possam ter provocado a primeira e que os seus downgrades podem ter piorado a situação da segunda. Este trabalho pretende analisar o papel das agências de notação de crédito em crises recentes, avaliando em particular se as notações de crédito soberano tiveram um impacto sobre os mercados de ações. Um estudo de evento é realizado a fim de estudar a reação dos mercados de ações antes e após os anúncios das três principais (S&P, Moody’s e Fitch). Os resultados indicam que apenas os downgrades têm retornos anormais significativos, e que estes são negativos. Além disso, há evidências de que os mercados não antecipam, mas reagem aos anúncios. Das três agências examinadas, apenas os downgrades da S&P e Fitch resultam em descidas significativas no mercado. Apenas os downgrades durante os primeiros cinco anos dos dez em análise tiveram um impacto negativo significativo. -
Becoming an Asian Tiger: What Lessons Bangladesh Can Get from East Asian Miracles?
International Journal of Social Science And Human Research ISSN(print): 2644-0679, ISSN(online): 2644-0695 Volume 04 Issue 03 March 2021 DOI: 10.47191/ijsshr/v4-i3-18, Impact factor-5.586 Page No : 369- 384 Becoming An Asian Tiger: What Lessons Bangladesh Can Get From East Asian Miracles? 1. MdIkhtiar Uddin Bhuiyan1, Jasmin2 1Assistant Professor Department of Government and Politics Jahangiranagar University Dhaka, Bangladesh 2Masters Student Department of Government and Politics Jahangirnagar University Dhaka, Bangladesh ABSTRACT: The economy of Bangladesh is extremely dynamic and its increasing economic growth is contributing in improving the quality of livings of its people. According to some observers, Bangladesh is becoming a new Asian Tiger as it is the fastest growing economy in the continent. East Asian miracle has left a lot of lessons which are favorable for Bangladesh to become the next Asian Tiger. This paper has tried to review the East Asian miracle and explore lessons from this miracle for other developing countries, especially for Bangladesh. The main purpose of this paper is to find out the way by which Bangladesh can become an Asian Tiger, beside it focused on its challenges to be an Asian Tiger and how it can overcome them? Data were collected from different research papers, articles, journals, reports of different national and international organizations, websites and newspapers related to this topic for analyzing problems. It is founded that Bangladesh is in the right economic track but corruption and weak institutions are the main problems need to be solved and it is possible for Bangladesh to be an Asian Tiger. -
6.3 Dilemmas of a South-East Asian Immigration Country: Malaysia As
6.3 Dilemmas of a South-East Asian immigration country: Malaysia As one of the emerging second-wave ‘tiger economies’, Malaysia has enjoyed very rapid economic growth. This has led to a migration transition: although some Malaysians still go abroad for work, immigration has grown sharply. Entries include highly-skilled expatriates from many countries, refugees from troubled areas of Southeast Asia, but the great majority are labour migrants – many of them irregular – from Indonesia, Bangladesh, the Philippines and Thailand. Malaysian policies have fluctuated considerably, depending on a range of economic and political factors. Today, Malaysia is estimated to have (after Singapore) the second-largest share foreign share in its labour force of any Asian country - 12 per cent (ILO, 2007: 39). Malaysia is a multi-ethnic, middle-income country. Its complex ethnic balance is a result of colonial labour import for the tin mines and rubber plantations. In 2005 the population of 26 million was made up of 62 per cent Malays, 24 per cent Chinese, 7 per cent Indians and 6 per cent non-citizens (UNDP, 2007). Successful economic management has led to rapid economic growth and industrialization since the 1980s, making Malaysia intro a ‘second-wave tiger economy’ with severe labour shortages, especially in the plantation sector. Malaysia made the ‘migration transition’ from mainly labour export to mainly labour import in the mid-1980s, relatively early in its development process. Lim attributes this to two special factors: the multi-ethnic population, which facilitated rapid reactivation of historical migration networks; and the open export-oriented economy, with high rates of foreign investment (Lim, 1996). -
NATIONAL LONGEVITY DEVELOPMENT PLANS: GLOBAL OVERVIEW 2019 (First Edition) National Longevity Development Plans Global Landscape Overview 2019: First Edition
NATIONAL LONGEVITY DEVELOPMENT PLANS: GLOBAL OVERVIEW 2019 (First Edition) National Longevity Development Plans Global Landscape Overview 2019: First Edition Longevity Initiatives Classification and Executive Summary 4 94 Level of Comprehensiveness Infographic Summary 17 United Kingdom 95 Ranking Countries on the Strength, Scope and Relevance 18 Netherlands 98 of their Government-Led Longevity Projects and Initiatives Scale and Scope of Government Longevity 19 Singapore 101 Development Plans Industrial Strategies, National Master Plans, Independent 28 South Korea 104 or Municipal Government Programs Insolvency Predictions for Government-Funded Schemes 30 Israel 107 Health-Adjusted Life Expectancy vs. Life Expectancy 33 Switzerland 110 Age Dependency Annual Dynamic 40 Hong Kong 113 Report Methodology 53 Japan 116 National Longevity Development Plans Global Landscape Overview 2019: First Edition Switzerland - Strong Bioscience Initiative, Diverse Policies for the United States of America 119 207 Elderly in a Small Geographic Area. Hong Kong - Tiger economy, Detailed Schemes for the Elderly Spain 122 222 with an Emphasis on Preventive Care. Japan - Elderly Population, Age-Friendly Urban Planning, European Union 125 244 Robotics for the Elderly and Joint Research Initiative with the UK. United States of America - Economic Giant with a Strong China 128 260 Scientific Base and Large Longevity Industry. United Kingdom - Global Science Hub, Industrial Strategy Spain - Elderly Population Twice the Age of its Democratic 131 271 for an Ageing Society, a Joint Research Initiative with Israel. Institutions, Rapidly Production of Diverse Programs. Netherlands - Tradition of Spending on Prevention and EU - Continental Coordinating Power, a Clear Interest in Fostering 147 289 Commercialization of Public Research. International Research Cooperation and Setting Standards. -
Vulnerability and Contagion Risks... Fragile Vs. Anti-Fragile Countries
Discussion Paper I CROSS ASSET Investment Strategy DP-40-2019 Emerging Markets: Vulnerability and contagion risks... Fragile vs. anti-fragile countries Document for the exclusive attention of professional clients, investment services providers and any other professional of the financial industry Emerging Markets: Vulnerability and contagion risks... Fragile vs. anti-fragile countries*/** PHILIPPE Abstract ITHURBIDE Global Head his article is aimed at analysing contagion of Research Twithin the emerging world in the past decades, and at presenting investment strategies with the collaboration of to limit negative effects of contagion and / or to MICKAËL benefit from it. BELLAÏCHE Senior Analyst, We first analyse nine very different cases of Global Research contagion (crises and sharp declines without crisis, with different triggers, with different contagion effects) which could be identified in the emerging world over the last 40 years: i) the Latin American debt crisis of the 1980’s, ii) the Mexican crisis of 1994, iii) the Asian Crisis of 1997, iv) the Russian Crisis of 1998, v) the Brazilian crisis of 1999, vi) the Argentine crisis of 1999-2001, vii) Fed tapering of QE in 2013, viii) the “boom and burst”crisis in Chinese stock markets in 2015-2016, and ix) restrictive trade and monetary policies in the United States in 2018. (*) A first version of this article has been prepared for an Amundi advisory board meeting (24 October 2018). The author wishes to thank all participants for their valuable comments. (**) This discussion paper is part of a pack of 3 articles on EM economies and EM markets. One of the three deals with the typology of EM economies (how to discriminate EM countries and EM markets), and another one deals with the hard and soft power of EM countries and with the question of leadership (US vs. -
The Contagion Effect from U.S. Stock Market to the Vietnamese and the Philippine Stock Markets: the Evidence of DCC – GARCH Model
Thao Phan Thi Dieu LE, Hieu Luong Minh TRAN / Journal of Asian Finance, Economics and Business Vol 8 No 2 (2021) 0759–0770 759 Print ISSN: 2288-4637 / Online ISSN 2288-4645 doi:10.13106/jafeb.2021.vol8.no2.0759 The Contagion Effect from U.S. Stock Market to the Vietnamese and the Philippine Stock Markets: The Evidence of DCC – GARCH Model Thao Phan Thi Dieu LE1, Hieu Luong Minh TRAN2 Received: November 05, 2020 Revised: December 30, 2020 Accepted: January 15, 2021 Abstract Using a DCC – GARCH model analysis, this paper examines the existence of financial contagion from the U.S. stock market to the Vietnamese and the Philippine stock markets during the global financial crisis and the COVID-19 pandemic crisis. We use daily data from the S&P 500 (U.S.), VN-Index (Vietnam), and the PSEi (the Philippines). As a result, there is no evidence of contagion from the U.S stock market to the Philippine stock market that can be found during global financial crisis, while the Vietnamese market is influenced by this effect. Besides, both these developing stock markets (the Vietnamese and Philippine stock markets) are influenced by the contagion effect in COVID-19 pandemic crisis. Another finding is that the contagion effect during the coronavirus pandemic crisis in Vietnam is smaller than that during the global financial crisis, however, the opposite is the case for the Philippines. It is noticed that the Philippines seems to be more affected by the contagion effect from the COVID-19 pandemic than Vietnam at the time of this study. -
External Connectivity and Risk of Contagion to the Malaysian Banking
External Connectivity and Risk of Contagion to the Malaysian Banking System placements and borrowings (Chart 1). The counterparty risks associated with these transactions are R RISK DEVELOPMENT AND ASSESSMENT OF THE FINANCIAL STABILITY IN 2013 RISK DEVELOPMENT AND ASSESSMENT OF THE FINANCIAL STABILITY IS assessed to be manageable based on the low default probability of the counterparties, which also K D The increasing complexity and globalisation of fi nancial services has reinforced the interlinkages avoided destabilising credit or funding shocks during the peak of the GFC. E V between fi nancial institutions, markets and countries. This higher level of interconnectedness ELOPMENTS promotes innovation, growth and competition, allows for greater diversifi cation and redistribution of Apart from interbank placements and borrowings, the increase in cross-border exposures risks, and enhances the effi ciency of liquidity and credit allocation. However, extensive interlinkages was also contributed by the higher holdings and issuances of debt securities (CAGR of 29% and of the fi nancial system can also increase contagion risk across markets and borders through the 17% respectively). These exposures accounted for 16% and 5% of external claims and liabilities network of on- and off-balance sheet fi nancial obligations and reputational links between banks respectively. More than 40% of the banks’ holdings of non-resident debt securities were papers AND and their counterparties. Increasingly complex networks of financial obligations have further -
The Broomof Titoism
The B Y S TEVE H. HANKE Broom of Titoism Josip Broz Tito ugoslav strongman Josip Broz Tito died How developing on May 4, 1980, and his funeral was wit- nessed by more politicians and state del- nations are egations than any other in history. Even though Marshall Tito might be dead, his ideas are alive and well. compensating for In 1948, Tito made his mark by breaking ranks with Stalin. Moscow was weak labor markets. quick to label Tito’s form of communism revisionism. After all, the Yhallmark of Tito’s foreign policy was the Non-Aligned Movement, which counted Tito’s Yugoslavia (along with Nasser’s Egypt and Nehru’s India) as a founding member, and at home, Yugoslavia’s unique form of decentralized “market socialism” featured worker- managed firms. The worker-managed firm idea attracted much interest and many camp followers around the world. In Yugoslavia, however, the system failed to produce enough jobs to fully employ Yugoslavs because the socialist worker-managers viewed new additions to the labor force as “profit” poachers who would cut THE MAGAZINE OF INTERNATIONAL ECONOMIC POLICY Steve H. Hanke is a Professor and Co-Director of the 888 16th Street, N.W. Suite 740 Institute for Applied Economics and the Study of Business Washington, D.C. 20006 Enterprise at the Johns Hopkins University and a Contributing Phone: 202-861-0791 Editor of TIE. He served as the personal economic adviser to Fax: 202-861-0790 the Vice President of the Socialist Federal Republic of www.international-economy.com Yugoslavia 1990–91.