This report examines the impacts of COVID-19 on labour markets along with adjustment patterns in Indonesia, Malaysia, the Philippines, Thailand, and Viet Nam. Labour markets in Southeast Asia were particularly hit hard in 2020 when government pandemic containment measures were most severe. COVID-19 exacerbated growing inequalities in the region and exposed large gaps in social protection . This report aims to help policymakers identify priorities, constraints, and opportunities for developing effective labour market strategies for economic recovery and beyond.

The essential reference for financial risk management

Filled with in-depth insights and practical advice, the "Financial Risk Manager Handbook" is the core text for risk management training programs worldwide. Presented in a clear and consistent fashion, this completely updated Sixth Edition, mirrors recent updates to the new two-level Financial Risk Manager (FRM) exam, and is fully supported by GARP as the trusted way to prepare for the rigorous and renowned FRM certification. This valuable new edition includes an exclusive collection of interactive multiple-choice questions from recent FRM exams.

"Financial Risk Manager Handbook, Sixth Edition" supports candidates studying for the Global Association of Risk Professional's (GARP) annual FRM exam and prepares you to assess and control risk in today's rapidly changing financial world. Authored by renowned risk management expert Philippe Jorion, with the full support of GARP, this definitive guide summarizes the core body of knowledge for financial risk managers.Offers valuable insights on managing market, credit, operational, and liquidity riskExamines the importance of structured products, futures, options, and other derivative instrumentsContains new material on extreme value theory, techniques in operational risk management, and corporate risk management

"Financial Risk Manager Handbook" is the most comprehensive guide on this subject, and will help you stay current on best practices in this evolving field. The "FRM Handbook" is the official reference book for GARP's FRM certification program.

The Pacific region is expected to contract by 0.6% in 2021, and to grow by 4.7% in 2022. This issue of the Pacific Economic Monitor explores how the region can reopen and rebuild. Besides safely resuming travel and protecting health, a resilient recovery will depend on promoting fiscal sustainability and strengthening economic management, including regional cooperation to revitalize tourism.

This book, based on the author's Clarendon Lectures in Finance, examines the empirical behaviour of corporate default risk. A new and unified statistical methodology for default prediction, based on stochastic intensity modeling, is explained and implemented with data on U.S. public corporations since 1980. Special attention is given to the measurement of correlation of default risk across firms. The underlying work was developed in a series of collaborations over roughly the past decade with Sanjiv Das, Andreas Eckner, Guillaume Horel, Nikunj Kapadia, Leandro Saita, and Ke Wang. Where possible, the content based on methodology has been separated from the substantive empirical findings, in order to provide access to the latter for those less focused on the mathematical foundations. A key finding is that corporate defaults are more clustered in time than would be suggested by their exposure to observable common or correlated risk factors. The methodology allows for hidden sources of default correlation, which are particularly important to include when estimating the likelihood that a portfolio of corporate loans will suffer large default losses. The data also reveal that a substantial amount of power for predicting the default of a corporation can be obtained from the firm's "distance to default," a volatility-adjusted measure of leverage that is the basis of the theoretical models of corporate debt pricing of Black, Scholes, and Merton. The findings are particularly relevant in the aftermath of the financial crisis, which revealed a lack of attention to the proper modelling of correlation of default risk across firms.

A global catastrophic risk is one with the potential to wreak death and destruction on a global scale. In human history, wars and plagues have done so on more than one occasion, and misguided ideologies and totalitarian regimes have darkened an entire era or a region. Advances in technology are adding dangers of a new kind. It could happen again.
In Global Catastrophic Risks 25 leading experts look at the gravest risks facing humanity in the 21st century, including asteroid impacts, gamma-ray bursts, Earth-based natural catastrophes, nuclear war, terrorism, global warming, biological weapons, totalitarianism, advanced nanotechnology, general artificial intelligence, and social collapse. The book also addresses over-arching issues - policy responses and methods for predicting and managing catastrophes.
This is invaluable reading for anyone interested in the big issues of our time; for students focusing on science, society, technology, and public policy; and for academics, policy-makers, and professionals working in these acutely important fields.

Balance the benefits of digital transformation with the associated risks with this guide to effectively managing cybersecurity as a strategic business issue. Important and cost-effective innovations can substantially increase cyber risk and the loss of intellectual property, corporate reputation and consumer confidence. Over the past several years, organizations around the world have increasingly come to appreciate the need to address cybersecurity issues from a business perspective, not just from a technical or risk angle. Cybersecurity for Business builds on a set of principles developed with international leaders from technology, government and the boardroom to lay out a clear roadmap of how to meet goals without creating undue cyber risk. This essential guide outlines the true nature of modern cyber risk, and how it can be assessed and managed using modern analytical tools to put cybersecurity in business terms. It then describes the roles and responsibilities each part of the organization has in implementing an effective enterprise-wide cyber risk management program, covering critical issues such as incident response, supply chain management and creating a culture of security. Bringing together a range of experts and senior leaders, this edited collection enables leaders and students to understand how to manage digital transformation and cybersecurity from a business perspective.

In the next wave of conduct regulation in financial markets, from 2021 conduct regulators in the UK and elsewhere expect firms to produce evidence on how they are improving behaviour and culture. Facing this, many practitioners are anxious that their current reporting and management information (MI) are irrelevant to meeting as-yet unclear regulatory expectations. This book provides the insights and tools firms need to report on culture, securing both enhanced business value and the regulator's approval. Culture is now seen as a key contributor to good governance, feeding into existing discourse on environmental, social and governance (ESG) factors and the emerging dialogue on 'non-financial (mis)conduct', but conventional measures of business quality are unfit for the new reporting agenda. Culture Audit in Financial Services follows the arc of 'behavioural regulation' to examine what the regulator really wants, before offering guidance on how culture audit differs from conventional auditing, how to put the latest pure-research findings to work, and the key features of well-designed conduct and culture reports. Written by an impartial author and a variety of contributors with extensive experience working with practitioners, regulators, and many of the world's finest academic initiatives, this book is filled with practical, grounded advice on how best to approach this new challenge and avoid infractions.

This book, based on the author's Clarendon Lectures in Finance, examines the empirical behavior of corporate default risk. A new and unified statistical methodology for default prediction, based on stochastic intensity modeling, is explained and implemented with data on U.S. public corporations since 1980. Special attention is given to the measurement of correlation of default risk across firms. The underlying work was developed in a series of collaborations over roughly the past decade with Sanjiv Das, Andreas Eckner, Guillaume Horel, Nikunj Kapadia, Leandro Saita, and Ke Wang. Where possible, the content based on methodology has been separated from the substantive empirical findings, in order to provide access to the latter for those less focused on the mathematical foundations.
A key finding is that corporate defaults are more clustered in time than would be suggested by their exposure to observable common or correlated risk factors. The methodology allows for hidden sources of default correlation, which are particularly important to include when estimating the likelihood that a portfolio of corporate loans will suffer large default losses. The data also reveal that a substantial amount of power for predicting the default of a corporation can be obtained from the firm's "distance to default," a volatility-adjusted measure of leverage that is the basis of the theoretical models of corporate debt pricing of Black, Scholes, and Merton. The findings are particularly relevant in the aftermath of the financial crisis, which revealed a lack of attention to the proper modelling of correlation of default risk across firms.

Introduces a powerful new approach to financial risk modeling with proven strategies for its real-world applications The 2008 credit crisis did much to debunk the much touted powers of Value at Risk (VaR) as a risk metric. Unlike most authors on VaR who focus on what it can do, in this book the author looks at what it cannot. In clear, accessible prose, finance practitioners, Max Wong, describes the VaR measure and what it was meant to do, then explores its various failures in the real world of crisis risk management. More importantly, he lays out a revolutionary new method of measuring risks, Bubble Value at Risk, that is countercyclical and offers a well-tested buffer against market crashes. * Describes Bubble VaR, a more macro-prudential risk measure proven to avoid the limitations of VaR and by providing a more accurate risk exposure estimation over market cycles * Makes a strong case that analysts and risk managers need to unlearn our existing "science" of risk measurement and discover more robust approaches to calculating risk capital * Illustrates every key concept or formula with an abundance of practical, numerical examples, most of them provided in interactive Excel spreadsheets * Features numerous real-world applications, throughout, based on the author s firsthand experience as a veteran financial risk analyst

Conduct risk is at the core of behavioural regulation, a new approach to regulating financial services, whose new agencies and public prosecutors have spread rapidly across the world. Its prosecutors intervene assertively to challenge financial service providers to show clear evidence of a new customer-centric approach, which understands and responds to the hidden drivers of customer behaviour. They use their unprecedented powers to levy very large fines and even to imprison wrongdoers - often for not taking precautions rather than for any active wrongdoing. Conduct Risk Management is a tool for recognizing, acting on, and predicting conduct risk impacts in regulated business. Conduct Risk Management sees beyond econometric and other 'box-ticking' traditions of risk management. Whilst protecting senior managers, it helps all staff to make positive use of conduct risk to promote behaviour the regulator will accept as 'good', as good behaviour is good business. The new conduct regulations personally affect every manager in financial services, and their suppliers, with new regulations making senior managers liable to imprisonment for failures in organizational conduct. Conduct Risk Management sets out plainly what practitioners need to know to understand the regulator's intentions, to prove compliance, protect competitiveness and maintain licence to operate.

This book offers a practical solution for every organization that needs to monitor the effectiveness of their risk management. Written by a practising chief risk officer, Risk Maturity Models enables you to build confidence in your organization's risk management process through a tailored risk maturity model that lends itself to benchmarking. This is a management tool that is easy to design, practical and powerful, which can baseline and self-improve the maturity capabilities needed to deliver ERM benefits over time. This book guides the reader through comparing and tailoring a wealth of existing models, methods and reference standards and codes (such as ISO 31000 and COSO ERM). Covering 60 risk-related maturity models in clear comparison format, it helps risk professionals to select the approach best suited to their circumstances, and even design their own model. Risk Maturity Models provides focused messages for the risk management function, the internal audit function, and the Board. Combining proven practice and insight with realistic practitioner scenarios, this is essential reading for every risk, project, audit and board professional who wants to move their organization up the risk maturity curve.

This publication examines risks from flooding and earthquakes in the Central Asia Regional Economic Cooperation (CAREC) region. It assesses the protection gap and identifies ways of strengthening financing. CAREC member countries face growing levels of disaster risk without sufficient financial protection. Regional cooperation can help narrow the protection gap and increase the financing available for quick responses to disaster events. This publication explores the current approach to disaster risk finance in each CAREC member state to identify opportunities to strengthen financing arrangements. It aims to inform the design of a regional disaster risk transfer facility.

A clear understanding of what we know, don't know, and can't know should guide any reasonable approach to managing financial risk, yet the most widely used measure in finance today--Value at Risk, or VaR--reduces these risks to a single number, creating a false sense of security among risk managers, executives, and regulators. This book introduces a more realistic and holistic framework called "KuU"--the "K"nown, the "u"nknown, and the "U"nknowable--that enables one to conceptualize the different kinds of financial risks and design effective strategies for managing them. Bringing together contributions by leaders in finance and economics, this book pushes toward robustifying policies, portfolios, contracts, and organizations to a wide variety of "KuU" risks. Along the way, the strengths and "limitations" of "quantitative" risk management are revealed.

In addition to the editors, the contributors are Ashok Bardhan, Dan Borge, Charles N. Bralver, Riccardo Colacito, Robert H. Edelstein, Robert F. Engle, Charles A. E. Goodhart, Clive W. J. Granger, Paul R. Kleindorfer, Donald L. Kohn, Howard Kunreuther, Andrew Kuritzkes, Robert H. Litzenberger, Benoit B. Mandelbrot, David M. Modest, Alex Muermann, Mark V. Pauly, Til Schuermann, Kenneth E. Scott, Nassim Nicholas Taleb, and Richard J. Zeckhauser.Introduces a new risk-management paradigm Features contributions by leaders in finance and economics Demonstrates how "killer risks" are often more economic than statistical, and crucially linked to incentives Shows how to invest and design policies amid financial uncertainty