Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance PDF Download
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Author: El Bachir Boukherouaa
Publisher: International Monetary Fund
ISBN: 1589063953
Category : Business & Economics
Languages : en
Pages : 35
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Book Description
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.
Author: El Bachir Boukherouaa
Publisher: International Monetary Fund
ISBN: 1589063953
Category : Business & Economics
Languages : en
Pages : 35
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Book Description
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.
Author: Yezhou Sha
Publisher: Taylor & Francis
ISBN: 1000483584
Category : Business & Economics
Languages : en
Pages : 336
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Book Description
The lasting turmoil associated with the unprecedented pandemic, triggered by the novel corona virus COVID-19, has dragged the world into a mud of uncertainty. Fiscal stimulation, interest rate cuts, global supply-chain redeployment, "pandemic bond" and circuit breakers kicked in and the world is responding to this great challenge. But how can finance and economic research help the world under such circumstances? This book dwells on this new area of research and tries to understand how pandemics impact the economic and financial ecosystem of both emerging and advanced economies. Lessons learnt from the experience of previous pandemics maybe presented and discussed through drawing on policy lessons to date. By gathering research on political economy, geopolitical issues, behavioral finance, international institutional responses and medical and health issues resulting from pandemics, the chapters in this edited volume help in expanding the knowledge of social and economic consequences of the pandemic as well as set the foundation for future research. This book would benefit scholars, policy makers and entrepreneurs worldwide as a valuable archive of research on pandemics. The chapters in this book were originally published as a special issue of Emerging Markets Finance and Trade.
Author: Monica Violeta Achim
Publisher: Springer Nature
ISBN: 3030517802
Category : Social Science
Languages : en
Pages : 305
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Book Description
This book deals with the widespread economic and financial crime issues of corruption, the shadow economy and money laundering. It investigates both the theoretical and practical aspects of these crimes, identifying their effects on economic, social and political life. This book presents these causes and effects with a state of the art review and with recent empirical research. It compares the international and transnational aspects of these economic and financial crimes through discussion and critical analysis. This volume will be of interest to researchers and policy makers working to study and prevent economic and financial crime, white collar crime, and organized crime.
Author: Ms.Ratna Sahay
Publisher: International Monetary Fund
ISBN: 1513512242
Category : Business & Economics
Languages : en
Pages : 83
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Book Description
Technology is changing the landscape of the financial sector, increasing access to financial services in profound ways. These changes have been in motion for several years, affecting nearly all countries in the world. During the COVID-19 pandemic, technology has created new opportunities for digital financial services to accelerate and enhance financial inclusion, amid social distancing and containment measures. At the same time, the risks emerging prior to COVID-19, as digital financial services developed, are becoming even more relevant.
Author: Moorad Choudhry
Publisher: John Wiley & Sons
ISBN: 1118779738
Category : Business & Economics
Languages : en
Pages : 1332
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Book Description
The definitive and timeless guide to the principles of banking and finance, addressing and meeting the challenges of competition, strategy, regulation and the digital age. Moorad Choudhry Anthology compiles the best of renowned author Professor Moorad Choudhry's incisive writings on financial markets and bank risk management, together with new material that reflects the legislative changes in the post-crisis world of finance and the impact of digitization and global competition. Covering the developments and principles of banking from the 1950s to today, this unique book outlines the author's recommended best practices in all aspects of bank strategy, governance and risk management, including asset-liability management, liquidity risk management, capital planning, Treasury risk, and corporate framework, and describes a "vision of the future" with respect to a sustainable bank business model. You will gain the insight of a global authority on topics essential to retail, corporate, and investment/wholesale banking, including strategy, risk appetite, funding policies, regulatory requirements, valuation, and much more. The companion website is a goldmine for senior practitioners that provides templates that can applied in virtually any bank, including policy documents, pricing models, committee terms of reference, teaching aids and learning tools including PowerPoint slides and spreadsheet models. These facilitate a deeper understanding of the subject and the requirements of the senior executive, making this book an ideal companion for practitioners, graduate students and professional students alike. The intense demand for knowledge and expertise in asset-liability management, liquidity, and capital management has been driven by the regulatory challenges of Basel III, the European Union’s CRDIV, the Volcker Rule, Dodd-Frank Act, and a myriad of other new regulations. This book meets that need by providing you with a complete background and modern insight on every aspect of bank risk management. Re-engage with timeless principles of finance that apply in every market and which are the drivers of principles of risk management Learn strategic asset liability management practices that suit today's economic environment Adopt new best practices for liquidity models and choosing the appropriate liquidity risk management framework Examine optimum capital and funding model recommendations for corporate, retail, and investment/wholesale banks Dig deeper into derivatives risk management, balance sheet capital management, funding policy, and more Apply best-practice corporate governance frameworks that ensure a perpetual and viable robust balance sheet Adopt strategy formulation principles that reflect the long-term imperative of the banking business In the 21st century more than ever banks need to "re-learn" traditional risk management principles and apply them every day. Every bank in the world needs to be up to speed on these issues, and Anthology from Professor Moorad Choudhry is the answer to this new global policy response.
Author: Renata Korsakienė
Publisher: MDPI
ISBN: 3036512292
Category : Business & Economics
Languages : en
Pages : 166
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Book Description
Over the past years, businesses have had to tackle the issues caused by numerous forces from political, technological and societal environment. The changes in the global market and increasing uncertainty require us to focus on disruptive innovations and to investigate this phenomenon from different perspectives. The benefits of innovations are related to lower costs, improved efficiency, reduced risk, and better response to the customers’ needs due to new products, services or processes. On the other hand, new business models expose various risks, such as cyber risks, operational risks, regulatory risks, and others. Therefore, we believe that the entrepreneurial behavior and global mindset of decision-makers significantly contribute to the development of innovations, which benefit by closing the prevailing gap between developed and developing countries. Thus, this Special Issue contributes to closing the research gap in the literature by providing a platform for a scientific debate on innovation, internationalization and entrepreneurship, which would facilitate improving the resilience of businesses to future disruptions.
Author: Leonardo Martinez-Diaz
Publisher: U.S. Commodity Futures Trading Commission
ISBN: 057874841X
Category : Science
Languages : en
Pages : 196
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Book Description
This publication serves as a roadmap for exploring and managing climate risk in the U.S. financial system. It is the first major climate publication by a U.S. financial regulator. The central message is that U.S. financial regulators must recognize that climate change poses serious emerging risks to the U.S. financial system, and they should move urgently and decisively to measure, understand, and address these risks. Achieving this goal calls for strengthening regulators’ capabilities, expertise, and data and tools to better monitor, analyze, and quantify climate risks. It calls for working closely with the private sector to ensure that financial institutions and market participants do the same. And it calls for policy and regulatory choices that are flexible, open-ended, and adaptable to new information about climate change and its risks, based on close and iterative dialogue with the private sector. At the same time, the financial community should not simply be reactive—it should provide solutions. Regulators should recognize that the financial system can itself be a catalyst for investments that accelerate economic resilience and the transition to a net-zero emissions economy. Financial innovations, in the form of new financial products, services, and technologies, can help the U.S. economy better manage climate risk and help channel more capital into technologies essential for the transition. https://doi.org/10.5281/zenodo.5247742
Author: Asli Demirguc-Kunt
Publisher: World Bank Publications
ISBN: 1464812683
Category : Business & Economics
Languages : en
Pages : 228
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Book Description
In 2011 the World Bank—with funding from the Bill and Melinda Gates Foundation—launched the Global Findex database, the world's most comprehensive data set on how adults save, borrow, make payments, and manage risk. Drawing on survey data collected in collaboration with Gallup, Inc., the Global Findex database covers more than 140 economies around the world. The initial survey round was followed by a second one in 2014 and by a third in 2017. Compiled using nationally representative surveys of more than 150,000 adults age 15 and above in over 140 economies, The Global Findex Database 2017: Measuring Financial Inclusion and the Fintech Revolution includes updated indicators on access to and use of formal and informal financial services. It has additional data on the use of financial technology (or fintech), including the use of mobile phones and the Internet to conduct financial transactions. The data reveal opportunities to expand access to financial services among people who do not have an account—the unbanked—as well as to promote greater use of digital financial services among those who do have an account. The Global Findex database has become a mainstay of global efforts to promote financial inclusion. In addition to being widely cited by scholars and development practitioners, Global Findex data are used to track progress toward the World Bank goal of Universal Financial Access by 2020 and the United Nations Sustainable Development Goals. The database, the full text of the report, and the underlying country-level data for all figures—along with the questionnaire, the survey methodology, and other relevant materials—are available at www.worldbank.org/globalfindex.
Author: Necmi K. Avkiran
Publisher: Springer
ISBN: 3319716913
Category : Business & Economics
Languages : en
Pages : 243
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Book Description
This book pulls together robust practices in Partial Least Squares Structural Equation Modeling (PLS-SEM) from other disciplines and shows how they can be used in the area of Banking and Finance. In terms of empirical analysis techniques, Banking and Finance is a conservative discipline. As such, this book will raise awareness of the potential of PLS-SEM for application in various contexts. PLS-SEM is a non-parametric approach designed to maximize explained variance in latent constructs. Latent constructs are directly unobservable phenomena such as customer service quality and managerial competence. Explained variance refers to the extent we can predict, say, customer service quality, by examining other theoretically related latent constructs such as conduct of staff and communication skills. Examples of latent constructs at the microeconomic level include customer service quality, managerial effectiveness, perception of market leadership, etc.; macroeconomic-level latent constructs would be found in contagion of systemic risk from one financial sector to another, herd behavior among fund managers, risk tolerance in financial markets, etc. Behavioral Finance is bound to provide a wealth of opportunities for applying PLS-SEM. The book is designed to expose robust processes in application of PLS-SEM, including use of various software packages and codes, including R. PLS-SEM is already a popular tool in marketing and management information systems used to explain latent constructs. Until now, PLS-SEM has not enjoyed a wide acceptance in Banking and Finance. Based on recent research developments, this book represents the first collection of PLS-SEM applications in Banking and Finance. This book will serve as a reference book for those researchers keen on adopting PLS-SEM to explain latent constructs in Banking and Finance.
Author: Marco Migliorelli
Publisher: Springer Nature
ISBN: 303054530X
Category : Business & Economics
Languages : en
Pages : 158
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Book Description
Despite growing discussions on the relationship between sustainability and finance, so far little attention has been given to the relation linking sustainability-related risks and financial risks. Climate change, environmental degradation and social inequality, among others factors, may indeed have considerable adverse impacts on financial actors and markets, and even have the potential to harm financial stability. Shedding light on the importance of the nexus between sustainability and financial risks, this book addresses the need for new industry and policy approaches. With insights from a skilled set of scholars in the finance field, this edited collection explores the effects of climate risks on the banking and insurance industries, the problem of stranded assets, the possible corporate risk management frameworks that could be used to control sustainability-related risks, the role of non-financial disclosure in fostering market discipline, and the policy actions needed to integrate sustainability considerations into prudential supervision. Tackling an interdisciplinary topic, this book will appeal to academics and practitioners within the finance, business and sustainability fields.
