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.

Introduction to Business covers the scope and sequence of most introductory business courses. The book provides detailed explanations in the context of core themes such as customer satisfaction, ethics, entrepreneurship, global business, and managing change. Introduction to Business includes hundreds of current business examples from a range of industries and geographic locations, which feature a variety of individuals. The outcome is a balanced approach to the theory and application of business concepts, with attention to the knowledge and skills necessary for student success in this course and beyond. This is an adaptation of Introduction to Business by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License.

The 9th edition of the Scoreboard on Financing SMEs and Entrepreneurs report provides data from 48 countries around the world on SME lending, alternative finance instruments and financing conditions, as well as information on policy initiatives to improve SME access to finance.

A comprehensive analysis of racial disparities and the determinants of entrepreneurial performance—in particular, why Asian-owned businesses on average perform relatively well and why black-owned businesses typically do not. Thirteen million people in the United States—roughly one in ten workers—own a business. And yet rates of business ownership among African Americans are much lower and have been so throughout the twentieth century. In addition, and perhaps more importantly, businesses owned by African Americans tend to have lower sales, fewer employees and smaller payrolls, lower profits, and higher closure rates. In contrast, Asian American-owned businesses tend to be more successful. In Race and Entrepreneurial Success, minority entrepreneurship authorities Robert Fairlie and Alicia Robb examine racial disparities in business performance. Drawing on the rarely used, restricted-access Characteristics of Business Owners (CBO) dataset compiled by the U.S. Census Bureau, Fairlie and Robb examine in particular why Asian-owned firms perform well in comparison to white-owned businesses and black-owned firms typically do not. They also explore the broader question of why some entrepreneurs are successful and others are not. After providing new comprehensive estimates of recent trends in minority business ownership and performance, the authors examine the importance of human capital, financial capital, and family business background in successful business ownership. They find that a high level of startup capital is the most important factor contributing to the success of Asian-owned businesses, and that the lack of startup money for black businesses (attributable to the fact that nearly half of all black families have less than $6,000 in total wealth) contributes to their relative lack of success. In addition, higher education levels among Asian business owners explain much of their success relative to both white- and African American-owned businesses. Finally, Fairlie and Robb find that black entrepreneurs have fewer opportunities than white entrepreneurs to acquire valuable pre-business work experience through working in family businesses.

February issue includes Appendix entitled Directory of United States Government periodicals and subscription publications; September issue includes List of depository libraries; June and December issues include semiannual index

This edition of the OECD Sovereign Borrowing Outlook reviews developments in response to the COVID-19 pandemic for government borrowing needs, funding conditions and funding strategies in the OECD area.