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Book
AI and Financial Technology
Authors: --- --- --- ---
Year: 2020 Publisher: Frontiers Media SA

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Abstract

This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact

Keywords

FinTech --- SupTech --- RegTech --- AI --- machine learning --- P2P lending --- Blockchain


Book
Finanztechnologische Innovationen im Bankaufsichtsrecht : Disintermediation als Grundlage eines »Banking Without Banks«?
Author:
ISBN: 9783161606793 Year: 2022 Publisher: Tübingen Mohr Siebeck

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Werden traditionelle Banken aufgrund des Erfolgszugs finanztechnologischer Innovationen wie Bitcoin in naher Zukunft obsolet? Was passiert, wenn das Phänomen FinTech auf geltendes Recht trifft? Das hierbei entstehende Spannungsverhältnis zwischen Recht und Innovation offenbart ein fruchtbares Forschungsfeld.


Book
Big data and artificial intelligence in digital finance : increasing personalization and trust in digital finance using big data and AI
Authors: ---
ISBN: 3030945901 3030945898 Year: 2022 Publisher: Cham : Springer International Publishing AG,

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This open access book presents how cutting-edge digital technologies like Machine Learning, Artificial Intelligence (AI), and Blockchain are set to disrupt the financial sector. The book illustrates how recent advances in these technologies facilitate banks, FinTechs, and financial institutions to collect, process, analyze, and fully leverage the very large amounts of data that are nowadays produced and exchanged in the sector. To this end, the book also introduces some of the most popular Big Data, AI and Blockchain applications in the sector, including novel applications in the areas of Know Your Customer (KYC), Personalized Wealth Management and Asset Management, Portfolio Risk Assessment, as well as variety of novel Usage-based Insurance applications based on Internet-of-Things data. Most of the presented applications have been developed, deployed and validated in real-life digital finance settings in the context of the European Commission funded INFINITECH project, which is a flagship innovation initiative for Big Data and AI in digital finance.


Book
Promise (Un)kept? Fintech and Financial Inclusion
Author:
ISBN: 9798400281976 Year: 2024 Publisher: Washington, D.C. : International Monetary Fund,

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The emergence of financial technologies—fintech—has become an engine of change, promising to expand access to financial services and give a boost to financial inclusion. The ownership of accounts in formal financial institutions increased from 51 percent of the world’s adult population in 2011 to 76 percent in 2021, but there is still significant variation across countries. So has the rapid growth of fintech delivered the promise of broadening financial services to the under-served populations? In this paper, I use a comprehensive dataset to investigate the relationship between fintech and financial inclusion in a panel of 84 countries over the period 2012–2020 and obtain interesting empirical insights. First, the magnitude and statistical significance of fintech on financial inclusion varies according to the type of instrument. While digital lending has a significant negative effect on financial inclusion, digital capital raising is statistically insignificant. Second, the overall impact of fintech is also statistically insignificant for the full sample, but becomes positive and statistically highly significant in developing countries. Policymakers need to develop an adequate regulatory framework that balances fostering innovation and ensuring equitable treatment of individuals and groups. This requires better financial education, strong regulatory institutions, and well-calibrated prudential regulations for a level playing field and effective supervision.


Book
Women in Fintech: As Leaders and Users
Authors: --- --- ---
ISBN: 9798400215971 Year: 2022 Publisher: Washington, D.C. : International Monetary Fund,

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While digital financial services have made access to finance easier, faster, and less costly, helping to broaden digital financial inclusion, its impact on gender gaps varies across countries. Moreover, women leaders in the fintech industry, although growing, remain scarce. This paper explores the interaction between ‘women’ and ‘fintech’ by examining: (i) the role of women leaders on firm-level performance in the fintech industry; and (ii) the determinants of gender gaps in the usage of digital services to better understand the cross-country differences. Results indicate that greater gender diversity in the executive board is associated with better performance of fintech firms.With regard to determinants of the gender gaps in the usage of digital financial services, we find that higher financial and digital literacy of women is associated with lower gender gaps in digital financial inclusion, and that socio-cultural factors also play a key role.


Book
Sweden : Financial System Stability Assessment.
Author:
ISBN: 9798400237645 Year: 2023 Publisher: Washington, D.C. : International Monetary Fund,

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This paper discusses Sweden’s Financial System Stability Assessment. Sweden recovered rapidly from the coronavirus disease 2019 crisis, and gross domestic product reached its pre-pandemic level in mid-2021. In the context of a robust supervision and regulation framework, the financial sector exited the crisis with substantial capital and liquidity buffers. Going forward, growth is expected to slow amid higher energy prices, tighter financial conditions, and reduced confidence following sharply lower house prices. Stress tests indicate that banks are broadly resilient to simulated shocks, as their capital should remain above minimum requirements. The rapid digitalization of the Swedish payment system raises risks of cyber-attacks and of supervision falling behind. Authorities should consider higher capital requirements for banks given commercial real estate and residential real estate risks. They should also address resource constraints to strengthen supervision of banks and fintech firms. The macroprudential policy toolkit should be expanded and institutions should better coordinate. The materiality of Central Bank Digital Currency risks on the financial system should be further evaluated.


Book
Financial Innovation and Statistical Methodological Guidance—Key Considerations
Authors: --- --- --- --- --- et al.
ISBN: 9798400224652 Year: 2022 Publisher: Washington, D.C. : International Monetary Fund,

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Financial risks outside of the traditional banking sector can quickly spread throughout financial systems and lead to disruptions in the real economy. A lack of adequately detailed financial sector statistics can obscure buildups of risks from policymakers and hinder their ability to effectively respond once these risks materialize. In response, authorities worldwide, international organizations, including the IMF, and the Group of 20 (G-20), called for financial reforms and launched efforts to gather information on nonbank financial intermediary (NBFI) activities—including the Data Gaps Initiative (DGI) and enhanced Financial Stability Board (FSB) NBFI data collection. While these initiatives represent significant strides to strengthen NBFI’s data collection, there continue to be gaps in the conceptual and methodological guidance in the financial and macroeconomic statistics manuals on which the FSB, DGI, and national authorities rely; gaps that are increasing in light of increased globalization and the financial sector digitalization. This paper proposes conceptual guidance to help bridge existing and emerging gaps.


Book
Regulation of Crypto Assets
Authors: --- ---
ISBN: 1513526537 Year: 2020 Publisher: Washington, D.C. : International Monetary Fund,

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The rapid growth of crypto assets has raised questions about the appropriate regulatory perimeter and the ability of the existing regulatory architecture to adapt to changing conditions. Effective regulation of financial services promotes long- term economic stability and minimizes the social costs and negative externalities from financial instability. The same underlying principles for regulation should apply to nascent products and services based on innovative technologies, notwithstanding design challenges.


Book
The Anatomy of Banks’ IT Investments: Drivers and Implications
Authors: --- --- ---
ISBN: 9798400227936 Year: 2022 Publisher: Washington, D.C. : International Monetary Fund,

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This paper relies on administrative data to study determinants and implications of US banks’ Information Technology (IT) investments, which have increased six-fold over two decades. Large and small banks had similar IT expenses a decade ago. Since then, large banks sharply increased their spending, especially those which were more exposed to competition from fintech lenders. Other local-level and bank-level factors, such as county income and bank income sources, also contribute to explain the heterogeneity in IT investments. Analysis of the mortgage market reveals that fintechs’ lending behavior is more similar to that of non-bank financial intermediaries rather than IT-savvy banks, suggesting that factors other than technology are responsible for the differences between banks and other lenders. However, both IT-savvy banks and fintech lend to lower income borrowers, pointing towards benefits for financial inclusion from higher IT adoption. Banks’ IT investments are also shown to matter for the responsiveness of bank lending to monetary policy.


Book
Fintech Payments in Public Financial Management: Benefits and Risks
Authors: --- --- ---
ISBN: 9798400232411 Year: 2023 Publisher: Washington, D.C. : International Monetary Fund,

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Fintech payments leverage large digital platforms to fill gaps in the traditional payment system. They have made great strides in increasing access to payment services in several countries around the globe. At the same time, like any innovation, the new payment models are exposed to risks in their operating environment. We review the main fintech payment models (mobile money, internet-based fintech payment, and digital money) and discuss operational and financial risks as well as challenges they face. We then explore how public financial management (PFM), especially treasury payments and non-tax revenue collections, could benefit from fintech payments by providing examples of early fintech applications in different countries and discuss the challenges of integrating them into the public sector. The use of fintech in public finance could bring various benefits—including strengthening fiscal transparency, improving budget planning and execution, and upgrading cash management—if public sector institutional and technological capacities are strengthened and risks are adequately mitigated.

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