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...
As part of training of Indian senior bankers, the National Institute of Bank Management located in Pune, India, invited Bob Chakravorti to teach three courses. This course is on the viability and applications of cryptocurrencies and crypto assets.
As part of training of Indian senior bankers, the National Institute of Bank Management located in Pune, India, invited Bob Chakravorti to teach three courses. This course is on the evolution of FinTech in India and beyond. Specifically, the presentation focuses on how FinTechs provide greater access to payments, lending...
In his opening keynote at NASAA, Bob Chakravorti gave an overview of the impact of FinTech firms on the financial services industry. He spoke about how these firms are impacting payments, lending, wealth and asset management, and alternative currencies. In addition, he discussed the role of regulation generally and the...
In his presentation in Madrid, Spain in April 2017, Bob Chakravorti discussed how the financial sector is rapidly changing because of new products and services brought to market by FinTech firms. Specifically, he discusses certain market segments where new entrants are reducing market frictions. He puts forth how incumbent financial...
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...
Carbó, Chakravorti, and Rodriguez study the impact of lowering interchange fees on consumer and merchant adoption and usage along with bank revenues during a ten-year period in Spain using bank-level data. Using cutting-edge econometric techniques, they are able to test two-sided market model predictions about payment card pricing policies. They...
Using a unique administrative level dataset from a large and diverse U.S. financial institution, Agarwal, Chakravorti, and Lunn test the impact of rewards on credit card spending and debt. Specifically, we study the impact of cash-back rewards on individuals before and during their enrollment in the program. We find that...
While payment card usage has increased dramatically, the stock of outstanding currency has not declined as rapidly. Amromin and Chakravorti analyze changes in cash demand for 13 advanced economies from 1988 to 2003 by separating cash into three denomination categories to disentangle its store of wealth and payment functions. Defining...
Chakravorti and Kobor provide a framework to study the creation and adoption of innovations by payment providers and processors. The authors identify several motivating factors for banks and nonbanks to invest in payment innovations. In addition, they discuss the evolutionary process of payment innovations from inception to commoditization and recognize...