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...
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 Chakravorti presented at Payments Canada 2018 in Toronto on May 9, 2018. He discussed the response of incumbents to the entry of FinTech firms. Specifically, he discussed payment, lending, wealth management, and cryptocurrency segments. He touched on the role of regulation and discussed the lack of banking services in...
The key questions that Chakravorti asks in this book chapter are: (1) How is the payment system evolving? (2) What are the economic forces driving the adoption of new payment instruments? (3) Would recent developments in the payment system limit the central bank from conducting monetary policy? He argues that...
Over the last decade, consumers have tripled their use of credit cards as more merchants have increased their acceptance of them. This increase suggests that incentives in today’s marketplace favor greater credit card use by consumers and acceptance by merchants. In this paper, Chakravorti and Shah study the set of...
Chakravorti investigates payments system reforms begun by the Bank of Mexico in 1994. The goals of these reforms are to reduce the amount of uncollateralized intraday credit extended by the Bank of Mexico (previously unlimited), to promote a market-based allocation of intraday credit for interbank payments, and to move large-value...