Using random forest estimation, we identify 14 key predictors out of 190 variables with the largest predictive power for MSMR adoption and usage of digital payments. Using conditional inference trees, we study the importance of sequencing and interactions of various factors such as public sector initiatives, technological advancements, and private...
Bob Chakravorti and Chakra Advisors' Global Advisory Board members, Santiago Carbo and Francisco Rodriguez were key contributors to the recently published World Bank study on Incentives for Electronic Payment Acceptance.
The adoption of electronic payments and their frequent use is thought of as a first step for broader financial use for traditionally unbanked individuals and merchants. The purpose of this report is to analyze the design, implementation, and efficacy of many incentives implemented by different types of stakeholders around the...
Bob participated on the Visa Economic Empowerment Institute study team that produced its first major study titled, Small Business in the Digital Age: Recommendations for Recovery and Resilience.
Greater digitization of commerce has brought enormous benefits to businesses and consumers. By using digital payment capabilities and online marketplaces, many micro, small, and medium enterprises (MSMEs) are more able to compete with larger firms through greater customer choice and reach. This paper examines the results of a Visa Economic...
Professors Santiago Carbo Valverde and Francisco Rodriguez Fernandez, members of Chakra Advisors’ Advisory Board, and Bob are advising the World Bank Group. They are part of a team of consultants studying how incentives impact the adoption and usage of digital payments by micro, small, and medium retailers around the world...
In this chapter, the authors study how cryptotoken issuance, also referred to as initial coin offerings and security token offerings, may disrupt funding markets such as venture capital, crowdfunding, and private equity. The authors discuss the necessary infrastructure to support this new asset class. The authors analyze the market evolution...
In this report, Biasi and Chakravorti study the rapidly growing although extremely volatile initial coin offering (ICO) market. We identify which traditional markets are being disrupted by ICOs. We discuss the necessary infrastructure needed to support this market. We analyze market dynamics in terms of volatility, global presence, the impact...
A core function of any banking system is the provision of payments. However, a greater number of non-banks are becoming part of the payments landscape. Payments can be made via fiat or crypto currencies, bank credit or deposits, or funds transfers on the books of non-bank payment providers. Most of...