Fintech Credit Risk Assessment for SMEs: Evidence from China

Fintech Credit Risk Assessment for SMEs: Evidence from China

Author: Yiping Huang

Publisher:

Published: 2020-09-25

Total Pages: 42

ISBN-13: 9781513557618

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Promoting credit services to small and medium-size enterprises (SMEs) has been a perennial challenge for policy makers globally due to high information costs. Recent fintech developments may be able to mitigate this problem. By leveraging big data or digital footprints on existing platforms, some big technology (BigTech) firms have extended short-term loans to millions of small firms. By analyzing 1.8 million loan transactions of a leading Chinese online bank, this paper compares the fintech approach to assessing credit risk using big data and machine learning models with the bank approach using traditional financial data and scorecard models. The study shows that the fintech approach yields better prediction of loan defaults during normal times and periods of large exogenous shocks, reflecting information and modeling advantages. BigTech's proprietary information can complement or, where necessary, substitute credit history in risk assessment, allowing unbanked firms to borrow. Furthermore, the fintech approach benefits SMEs that are smaller and in smaller cities, hence complementing the role of banks by reaching underserved customers. With more effective and balanced policy support, BigTech lenders could help promote financial inclusion worldwide.


Book Synopsis Fintech Credit Risk Assessment for SMEs: Evidence from China by : Yiping Huang

Download or read book Fintech Credit Risk Assessment for SMEs: Evidence from China written by Yiping Huang and published by . This book was released on 2020-09-25 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: Promoting credit services to small and medium-size enterprises (SMEs) has been a perennial challenge for policy makers globally due to high information costs. Recent fintech developments may be able to mitigate this problem. By leveraging big data or digital footprints on existing platforms, some big technology (BigTech) firms have extended short-term loans to millions of small firms. By analyzing 1.8 million loan transactions of a leading Chinese online bank, this paper compares the fintech approach to assessing credit risk using big data and machine learning models with the bank approach using traditional financial data and scorecard models. The study shows that the fintech approach yields better prediction of loan defaults during normal times and periods of large exogenous shocks, reflecting information and modeling advantages. BigTech's proprietary information can complement or, where necessary, substitute credit history in risk assessment, allowing unbanked firms to borrow. Furthermore, the fintech approach benefits SMEs that are smaller and in smaller cities, hence complementing the role of banks by reaching underserved customers. With more effective and balanced policy support, BigTech lenders could help promote financial inclusion worldwide.

China's Fintech Explosion

China's Fintech Explosion

Author: Sara Hsu

Publisher: Columbia University Press

Published: 2020-08-04

Total Pages: 430

ISBN-13: 0231551711

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Financial technology—or fintech—is gaining in popularity globally as a way of making financial services more efficient and accessible. In rapidly developing China, fintech is taking off, catering to markets that state-owned banks and an undersized financial sector do not serve amid a backdrop of growing consumption and a large, tech-savvy millennial generation. It is becoming increasingly likely that some of China’s fintech firms will change the way the world does business. In China’s Fintech Explosion, Sara Hsu and Jianjun Li explore the transformative potential of China’s financial-technology industry, describing the risks and rewards for participants as well as the impact on consumers. They cover fintech’s many subsectors, such as digital payment systems, peer-to-peer lending and crowdfunding, credit card issuance, internet banks, blockchain finance and virtual currencies, and online insurance. The book highlights the disruption of traditional banking as well as the risks of fintech and regulatory technology. Hsu and Li describe major companies including Alipay and Tencent, developer of WeChat Pay and a wealth-management business, and other leading fintech firms such as Creditease, Zhong An Insurance, and JD Finance. Offering expert analysis of market potential, risks, and competition, as well as case studies of firms and consumer behavior, China’s Fintech Explosion is a must-read for anyone interested in one of the world’s breakout sectors.


Book Synopsis China's Fintech Explosion by : Sara Hsu

Download or read book China's Fintech Explosion written by Sara Hsu and published by Columbia University Press. This book was released on 2020-08-04 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial technology—or fintech—is gaining in popularity globally as a way of making financial services more efficient and accessible. In rapidly developing China, fintech is taking off, catering to markets that state-owned banks and an undersized financial sector do not serve amid a backdrop of growing consumption and a large, tech-savvy millennial generation. It is becoming increasingly likely that some of China’s fintech firms will change the way the world does business. In China’s Fintech Explosion, Sara Hsu and Jianjun Li explore the transformative potential of China’s financial-technology industry, describing the risks and rewards for participants as well as the impact on consumers. They cover fintech’s many subsectors, such as digital payment systems, peer-to-peer lending and crowdfunding, credit card issuance, internet banks, blockchain finance and virtual currencies, and online insurance. The book highlights the disruption of traditional banking as well as the risks of fintech and regulatory technology. Hsu and Li describe major companies including Alipay and Tencent, developer of WeChat Pay and a wealth-management business, and other leading fintech firms such as Creditease, Zhong An Insurance, and JD Finance. Offering expert analysis of market potential, risks, and competition, as well as case studies of firms and consumer behavior, China’s Fintech Explosion is a must-read for anyone interested in one of the world’s breakout sectors.

Understanding Cybersecurity Management in FinTech

Understanding Cybersecurity Management in FinTech

Author: Gurdip Kaur

Publisher: Springer Nature

Published: 2021-08-04

Total Pages: 193

ISBN-13: 3030799158

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This book uncovers the idea of understanding cybersecurity management in FinTech. It commences with introducing fundamentals of FinTech and cybersecurity to readers. It emphasizes on the importance of cybersecurity for financial institutions by illustrating recent cyber breaches, attacks, and financial losses. The book delves into understanding cyber threats and adversaries who can exploit those threats. It advances with cybersecurity threat, vulnerability, and risk management in FinTech. The book helps readers understand cyber threat landscape comprising different threat categories that can exploit different types of vulnerabilties identified in FinTech. It puts forward prominent threat modelling strategies by focusing on attackers, assets, and software and addresses the challenges in managing cyber risks in FinTech. The authors discuss detailed cybersecurity policies and strategies that can be used to secure financial institutions and provide recommendations to secure financial institutions from cyber-attacks.


Book Synopsis Understanding Cybersecurity Management in FinTech by : Gurdip Kaur

Download or read book Understanding Cybersecurity Management in FinTech written by Gurdip Kaur and published by Springer Nature. This book was released on 2021-08-04 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book uncovers the idea of understanding cybersecurity management in FinTech. It commences with introducing fundamentals of FinTech and cybersecurity to readers. It emphasizes on the importance of cybersecurity for financial institutions by illustrating recent cyber breaches, attacks, and financial losses. The book delves into understanding cyber threats and adversaries who can exploit those threats. It advances with cybersecurity threat, vulnerability, and risk management in FinTech. The book helps readers understand cyber threat landscape comprising different threat categories that can exploit different types of vulnerabilties identified in FinTech. It puts forward prominent threat modelling strategies by focusing on attackers, assets, and software and addresses the challenges in managing cyber risks in FinTech. The authors discuss detailed cybersecurity policies and strategies that can be used to secure financial institutions and provide recommendations to secure financial institutions from cyber-attacks.

Artificial Intelligence, Fintech, and Financial Inclusion

Artificial Intelligence, Fintech, and Financial Inclusion

Author: Rajat Gera

Publisher: CRC Press

Published: 2023-12-29

Total Pages: 179

ISBN-13: 1003804624

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This book covers big data, machine learning, and artificial intelligence-related technologies and how these technologies can enable the design, development, and delivery of customer-focused financial services to both corporate and retail customers, as well as how to extend the benefits to the financially excluded sections of society. Artificial Intelligence, Fintech, and Financial Inclusion describes the applications of big data and its tools such as artificial intelligence and machine learning in products and services, marketing, risk management, and business operations. It also discusses the nature, sources, forms, and tools of big data and its potential applications in many industries for competitive advantage. The primary audience for the book includes practitioners, researchers, experts, graduate students, engineers, business leaders, and analysts researching contemporary issues in the area.


Book Synopsis Artificial Intelligence, Fintech, and Financial Inclusion by : Rajat Gera

Download or read book Artificial Intelligence, Fintech, and Financial Inclusion written by Rajat Gera and published by CRC Press. This book was released on 2023-12-29 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers big data, machine learning, and artificial intelligence-related technologies and how these technologies can enable the design, development, and delivery of customer-focused financial services to both corporate and retail customers, as well as how to extend the benefits to the financially excluded sections of society. Artificial Intelligence, Fintech, and Financial Inclusion describes the applications of big data and its tools such as artificial intelligence and machine learning in products and services, marketing, risk management, and business operations. It also discusses the nature, sources, forms, and tools of big data and its potential applications in many industries for competitive advantage. The primary audience for the book includes practitioners, researchers, experts, graduate students, engineers, business leaders, and analysts researching contemporary issues in the area.

Digital Transformation in Islamic Finance

Digital Transformation in Islamic Finance

Author: Yasushi Suzuki

Publisher: Taylor & Francis

Published: 2022-12-30

Total Pages: 301

ISBN-13: 1000827275

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The ongoing digital transformation is shaping the Islamic mode of financial intermediation and the impact on the faith-based financial mode has been multifaceted. This has raised a host of interesting questions: what is the degree of penetration of Islamic finance in the fintech industry? Are Islamic financial institutions (IFIs) or banks ready to embrace fintech? Is fintech an enabler or barrier to achieve the intended purpose of Islamic finance? Will technology narrow the division between Islamic and conventional finance in the future? These are existential questions for Islamic finance and the book endeavors to examine the impact of financial technology on the industry. The book assesses various fintech business models and how they could be a threat or an opportunity. It also examines whether fintech provides IFIs an edge to serve clients following the Shariah norms and how the adoption of fintech in the Islamic mode is required for meeting the maqasid Al Shariah. The book discusses applicability of fintech like blockchain, digital currency, big data, and AI to different branches of Islamic finance. This book will interest students, analysts, policymakers, and regulators who are working on Islamic finance, financial economics, Islamic economics, and development finance.


Book Synopsis Digital Transformation in Islamic Finance by : Yasushi Suzuki

Download or read book Digital Transformation in Islamic Finance written by Yasushi Suzuki and published by Taylor & Francis. This book was released on 2022-12-30 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ongoing digital transformation is shaping the Islamic mode of financial intermediation and the impact on the faith-based financial mode has been multifaceted. This has raised a host of interesting questions: what is the degree of penetration of Islamic finance in the fintech industry? Are Islamic financial institutions (IFIs) or banks ready to embrace fintech? Is fintech an enabler or barrier to achieve the intended purpose of Islamic finance? Will technology narrow the division between Islamic and conventional finance in the future? These are existential questions for Islamic finance and the book endeavors to examine the impact of financial technology on the industry. The book assesses various fintech business models and how they could be a threat or an opportunity. It also examines whether fintech provides IFIs an edge to serve clients following the Shariah norms and how the adoption of fintech in the Islamic mode is required for meeting the maqasid Al Shariah. The book discusses applicability of fintech like blockchain, digital currency, big data, and AI to different branches of Islamic finance. This book will interest students, analysts, policymakers, and regulators who are working on Islamic finance, financial economics, Islamic economics, and development finance.

Fintech for Asian Smes

Fintech for Asian Smes

Author: Naoko Nemoto

Publisher: Asian Development Bank

Published: 2019-10-29

Total Pages: 213

ISBN-13: 9784899741091

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SMEs play a vital role in the Asian economy and comprise about 70% of the workforce and GDP in the region. To enhance productivity and ensure sustainable growth in Asia, it is vital to provide smooth financing to SMEs. Traditionally, commercial banks in Asia have regarded loans to SMEs as too risky relative to high transaction costs. However, new technologies including distributed ledger technology, cloud computing, and artificial intelligence are becoming a means of offering faster and more convenient and cost-effective financial services. The digital innovation could help SMEs to have easy access to finance in various routes. This book identifies and develops ideas on how to utilize new technologies to promote SME finance. It could encourage financial institutions and investors to develop new credit risk analysis tools, increase credit supply, and encourage sustainable growth for SME sectors. In addition, the book explores the ways policy makers and market participants could maximize the benefits while mitigating potential risks arising from the new digital era. The messages are important for the public and private sectors in Asia.


Book Synopsis Fintech for Asian Smes by : Naoko Nemoto

Download or read book Fintech for Asian Smes written by Naoko Nemoto and published by Asian Development Bank. This book was released on 2019-10-29 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: SMEs play a vital role in the Asian economy and comprise about 70% of the workforce and GDP in the region. To enhance productivity and ensure sustainable growth in Asia, it is vital to provide smooth financing to SMEs. Traditionally, commercial banks in Asia have regarded loans to SMEs as too risky relative to high transaction costs. However, new technologies including distributed ledger technology, cloud computing, and artificial intelligence are becoming a means of offering faster and more convenient and cost-effective financial services. The digital innovation could help SMEs to have easy access to finance in various routes. This book identifies and develops ideas on how to utilize new technologies to promote SME finance. It could encourage financial institutions and investors to develop new credit risk analysis tools, increase credit supply, and encourage sustainable growth for SME sectors. In addition, the book explores the ways policy makers and market participants could maximize the benefits while mitigating potential risks arising from the new digital era. The messages are important for the public and private sectors in Asia.

Innovative Finance for Technological Progress

Innovative Finance for Technological Progress

Author: Farhad Taghizadeh-Hesary

Publisher: Taylor & Francis

Published: 2022-12-28

Total Pages: 346

ISBN-13: 1000807525

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Innovative businesses and startups contribute to job creation, economic growth, and technological advancement in most countries. Finance helps nurture innovative firms like startups. Unfortunately, most startups and innovative projects cannot secure finance through the usual and conventional methods. This book goes beyond traditional financing to explore innovative ways to help finance startups and novel businesses. The book covers institutional innovation, innovation in products and processes, and the recent progress in financial innovations in various countries through empirical and case studies. It gives an in-depth look at regulatory, policy frameworks, and risk assessments for financial innovations. It also assesses the role of various innovations, including Fintech, machine learning, big data, scoring models, credit databases, digital platforms, credit guarantees in funding startups, and novel technologies. This book offers valuable insights into how policymakers can nurture a more conducive ecosystem for startups and technologies through innovative finance.


Book Synopsis Innovative Finance for Technological Progress by : Farhad Taghizadeh-Hesary

Download or read book Innovative Finance for Technological Progress written by Farhad Taghizadeh-Hesary and published by Taylor & Francis. This book was released on 2022-12-28 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovative businesses and startups contribute to job creation, economic growth, and technological advancement in most countries. Finance helps nurture innovative firms like startups. Unfortunately, most startups and innovative projects cannot secure finance through the usual and conventional methods. This book goes beyond traditional financing to explore innovative ways to help finance startups and novel businesses. The book covers institutional innovation, innovation in products and processes, and the recent progress in financial innovations in various countries through empirical and case studies. It gives an in-depth look at regulatory, policy frameworks, and risk assessments for financial innovations. It also assesses the role of various innovations, including Fintech, machine learning, big data, scoring models, credit databases, digital platforms, credit guarantees in funding startups, and novel technologies. This book offers valuable insights into how policymakers can nurture a more conducive ecosystem for startups and technologies through innovative finance.

World Development Report 2022

World Development Report 2022

Author: World Bank

Publisher: World Bank Publications

Published: 2022-05-14

Total Pages: 405

ISBN-13: 1464817316

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The COVID-19 pandemic triggered the largest global economic crisis in more than a century. In 2020, economic activity contracted in 90 percent of countries, the world economy shrank by about 3 percent, and global poverty increased for the first time in a generation. Governments responded rapidly with fiscal, monetary, and financial policies that alleviated the worst immediate economic impacts of the crisis. Yet the world must still contend with the significant longer-term financial and economic risks caused by, or exacerbated by, the pandemic and the government responses needed to mitigate its effects. World Development Report 2022: Finance for an Equitable Recovery examines the central role of finance in the economic recovery from COVID-19. Based on an in-depth look at the consequences of the crisis most likely to affect low- and middle-income economies, it advocates a set of policies and measures to mitigate the interconnected economic risks stemming from the pandemic—risks that may become more acute as stimulus measures are withdrawn at both the domestic and global levels. Those policies include the efficient and transparent management of nonperforming loans to mitigate threats to financial stability, insolvency reforms to allow for the orderly reduction of unsustainable debts, innovations in risk management and lending models to ensure continued access to credit for households and businesses, and improvements in sovereign debt management to preserve the ability of governments to support an equitable recovery.


Book Synopsis World Development Report 2022 by : World Bank

Download or read book World Development Report 2022 written by World Bank and published by World Bank Publications. This book was released on 2022-05-14 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: The COVID-19 pandemic triggered the largest global economic crisis in more than a century. In 2020, economic activity contracted in 90 percent of countries, the world economy shrank by about 3 percent, and global poverty increased for the first time in a generation. Governments responded rapidly with fiscal, monetary, and financial policies that alleviated the worst immediate economic impacts of the crisis. Yet the world must still contend with the significant longer-term financial and economic risks caused by, or exacerbated by, the pandemic and the government responses needed to mitigate its effects. World Development Report 2022: Finance for an Equitable Recovery examines the central role of finance in the economic recovery from COVID-19. Based on an in-depth look at the consequences of the crisis most likely to affect low- and middle-income economies, it advocates a set of policies and measures to mitigate the interconnected economic risks stemming from the pandemic—risks that may become more acute as stimulus measures are withdrawn at both the domestic and global levels. Those policies include the efficient and transparent management of nonperforming loans to mitigate threats to financial stability, insolvency reforms to allow for the orderly reduction of unsustainable debts, innovations in risk management and lending models to ensure continued access to credit for households and businesses, and improvements in sovereign debt management to preserve the ability of governments to support an equitable recovery.

The Digital Financial Revolution in China

The Digital Financial Revolution in China

Author: David Dollar

Publisher: Brookings Institution Press

Published: 2022-05-10

Total Pages: 210

ISBN-13: 0815739567

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Describes how China is in the lead in transforming finance for the digital age This book is the product of a joint research project between economists at the National School of Development, especially the affiliated Institute of Digital Finance, at Peking University and at the Brookings Institution. It investigates the impact of financial technology on job creation, income distribution, and consumer welfare in China. It also examines larger systemic issues such as monetary policy, stability of the banking sector, and international trade and payments.


Book Synopsis The Digital Financial Revolution in China by : David Dollar

Download or read book The Digital Financial Revolution in China written by David Dollar and published by Brookings Institution Press. This book was released on 2022-05-10 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes how China is in the lead in transforming finance for the digital age This book is the product of a joint research project between economists at the National School of Development, especially the affiliated Institute of Digital Finance, at Peking University and at the Brookings Institution. It investigates the impact of financial technology on job creation, income distribution, and consumer welfare in China. It also examines larger systemic issues such as monetary policy, stability of the banking sector, and international trade and payments.

Proceedings of the 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023)

Proceedings of the 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023)

Author: Jerome Yen

Publisher: Springer Nature

Published: 2023-07-25

Total Pages: 1595

ISBN-13: 9464631988

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This is an open access book.With the rapid development of modern economy and Internet technology, the traditional financial industry has to develop Internet finance to provide better services and meet the needs of the times. It is against this background that the blockchain, relying on its special advantages (collective maintenance, reliable databases, and decentralization), provides the reliability to solve the credit risk of Internet finance, has an impact on institutions, trust mechanisms, risk control, etc. in the Internet finance industry, and has derived more new application scenarios, thus paving the way for the development of finance in the Internet era. Applying blockchain technology to the financial field can promote data information sharing, improve value transmission efficiency, and enhance database security. The financial market based on the decentralized system of blockchain technology can reduce the operating costs of financial institutions, improve economic efficiency, and solve problems such as information asymmetry. The new financial business model of "blockchain+finance" is conducive to improving the Internet credit reporting system, preventing and controlling Internet financial risks, and further realizing "financial disintermediation". At present, in China's financial field, blockchain technology has been applied and innovated in supply chain finance, cross-border payment, trade finance, asset securitization and other scenarios. To promote the exchange and development of blockchain, information technology and financial experts and scholars. The 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023) will be held in Hangzhou from February 17 to 19, 2023. This conference mainly focuses on the latest research on "blockchain, information technology and smart finance". This conference brings together experts, scholars, researchers and relevant practitioners in this field from all over the world to share research results, discuss hot issues, and provide participants with cutting-edge scientific and technological information, so that you can timely understand the development trends of the industry and master the latest technologies, broaden research horizons and promote academic progress.


Book Synopsis Proceedings of the 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023) by : Jerome Yen

Download or read book Proceedings of the 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023) written by Jerome Yen and published by Springer Nature. This book was released on 2023-07-25 with total page 1595 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book.With the rapid development of modern economy and Internet technology, the traditional financial industry has to develop Internet finance to provide better services and meet the needs of the times. It is against this background that the blockchain, relying on its special advantages (collective maintenance, reliable databases, and decentralization), provides the reliability to solve the credit risk of Internet finance, has an impact on institutions, trust mechanisms, risk control, etc. in the Internet finance industry, and has derived more new application scenarios, thus paving the way for the development of finance in the Internet era. Applying blockchain technology to the financial field can promote data information sharing, improve value transmission efficiency, and enhance database security. The financial market based on the decentralized system of blockchain technology can reduce the operating costs of financial institutions, improve economic efficiency, and solve problems such as information asymmetry. The new financial business model of "blockchain+finance" is conducive to improving the Internet credit reporting system, preventing and controlling Internet financial risks, and further realizing "financial disintermediation". At present, in China's financial field, blockchain technology has been applied and innovated in supply chain finance, cross-border payment, trade finance, asset securitization and other scenarios. To promote the exchange and development of blockchain, information technology and financial experts and scholars. The 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023) will be held in Hangzhou from February 17 to 19, 2023. This conference mainly focuses on the latest research on "blockchain, information technology and smart finance". This conference brings together experts, scholars, researchers and relevant practitioners in this field from all over the world to share research results, discuss hot issues, and provide participants with cutting-edge scientific and technological information, so that you can timely understand the development trends of the industry and master the latest technologies, broaden research horizons and promote academic progress.