In this PLoS ONE article, Allen, Carbo, Chakravorti, Rodriguez, and Ardic use random forest estimation to 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...
In this keynote presentation, Chakravorti discusses how FinTech and big tech firms are increasing competition in the payments space. Entry into payments, often allows these non-bank providers the ability to offer loans to underserved consumers and small merchants. In the rest of the talk, Chakravorti discusses the effectiveness of certain...
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...
Businesses, both small and large, are adopting new technologies to automate and reduce the exchange of paper documents in their transaction flows. However, more than 80% of payments between businesses are still made with paper checks. As the exchange of information along the supply chain becomes increasingly electronic, it raises...
The Mexican securities clearance and settlement system is ahead of many markets in terms of having one of the shortest settlement periods. However, cross-border transactions—such as those involving American Depositary Receipts—have tended to be associated with a greater number of settlement fails than purely domestic transactions because the U.S. and...