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Presentation | August 23, 2022

The Impact of FinTech and Big Tech Firms on the Way We Pay

FinTech

Chakra Advisors LLC has expertise to analyze opportunities and challenges for FinTech firms along with how incumbent firms should react to increased competition provided by nonbank participants.

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Chakravorti Presentation at FinanceCom 2022

Topics

Lending MSME Payments

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By: Bob Chakravorti

Chakravorti was the keynote speaker at FinanceCom 2022 that was held at the University of Twente in Enschede, The Netherlands. New technologies, new payment providers especially non-bank ones, and new regulations have impacted the way we pay for goods and services along with accessibility of financial services more broadly. Studies have shown that digital payments increase economic growth and enable greater access to credit and investment opportunities. In addition, digital payments allow governments to deliver social benefits more efficiently to its residents. How various forces have enabled greater adoption of digital payments, what obstacles remain, which public policies have worked, and which payment segments are still resistant to digitization are discussed. Furthermore, how data analytics tools such as machine learning tools can provide analysis of the impact of policies are discussed. 

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Academic Journal | November 02, 2022

Assessing Incentives to Increase Digital Payment Acceptance and Usage: A Machine Learning Approach

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 various factors such as public sector initiatives, technological advancements, and private sector incentives. We find that in countries with low POS terminal adoption, killer applications such as mobile phone payment apps increase the likelihood of P2B digital transactions. The level of ownership of basic financial accounts by consumers and the size of the shadow economy are also important predictors of greater adoption and usage of digital payments. Using causal forest estimation, we find a positive and economically significant marginal effect for merchant and consumer fiscal incentives on POS terminal adoption on average.

Central Bank and Multilateral Agency Publication | May 18, 2022

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 world, with the aim of improving the adoption and usage of electronic payments by micro, small, and medium retailers, globally.   

Incumbents Disruptors | July 01, 2022

Incentives to Adopt Digital Payments: Some Examples

In this blog, Chakravorti discusses incentives to increase adoption and usage of digital payments at micro, small, and medium retailers (MSMRs) globally. The blog discusses several findings from a recent World Bank study.

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