Cryptocurrency Adoption and Financial Resilience: A Worldwide Fractional Probit Analysis and Institutional Moderation

This article investigates the impact of grassroots cryptocurrency adoption—operationally defined as the intensity of on-chain retail transactions and peer-to-peer (P2P) exchange volumes—on household financial resilience. Utilising aggregate cross-sectional data from 112 countries, we employ a fractional probit regression to account for the bounded nature of our resilience index. The study highlights marked heterogeneity depending on the level of economic development. The results reveal a positive and significant effect in developing countries, whereas a negative association emerges in developed economies. Analysis of the underlying mechanisms indicates a significant moderating role for institutional quality. While cryptocurrency adoption shows a direct positive correlation with financial resilience in emerging markets, its contribution weakens in environments with robust formal institutions. These findings suggest that digital assets primarily function as a substitute for formal financial systems in contexts characterised by institutional voids and limited financial inclusion. Furthermore, the study identifies non-linear relationships between banking penetration and resilience, underscoring the importance of financial system maturity. Overall, the results suggest that cryptocurrency adoption can serve as a functional tool for strengthening worldwide resilience, provided it is supported by targeted regulatory oversight and digital financial education.

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Publication Details

Journal
Journal of risk and financial management
Published
2026-05-11
DOI
https://doi.org/10.3390/jrfm19050344
Primary Topic
Banking stability, regulation, efficiency
Type
article
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0.00
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article

Cryptocurrency Adoption and Financial Resilience: A Worldwide Fractional Probit Analysis and Institutional Moderation

Babacar NDIAYE
Journal of risk and financial management
Banking stability, regulation, efficiency
article

Cryptocurrency Adoption and Financial Resilience: A Worldwide Fractional Probit Analysis and Institutional Moderation

Babacar NDIAYE
article en

Abstract

This article investigates the impact of grassroots cryptocurrency adoption—operationally defined as the intensity of on-chain retail transactions and peer-to-peer (P2P) exchange volumes—on household financial resilience. Utilising aggregate cross-sectional data from 112 countries, we employ a fractional probit regression to account for the bounded nature of our resilience index. The study highlights marked heterogeneity depending on the level of economic development. The results reveal a positive and significant effect in developing countries, whereas a negative association emerges in developed economies. Analysis of the underlying mechanisms indicates a significant moderating role for institutional quality. While cryptocurrency adoption shows a direct positive correlation with financial resilience in emerging markets, its contribution weakens in environments with robust formal institutions. These findings suggest that digital assets primarily function as a substitute for formal financial systems in contexts characterised by institutional voids and limited financial inclusion. Furthermore, the study identifies non-linear relationships between banking penetration and resilience, underscoring the importance of financial system maturity. Overall, the results suggest that cryptocurrency adoption can serve as a functional tool for strengthening worldwide resilience, provided it is supported by targeted regulatory oversight and digital financial education.

Journal of risk and financial managementVol. 19(5)
Université Amadou Hampaté Ba (SN)
Reduced inequalities
Openalex Percentile: Top 5%
Banking stability, regulation, efficiency
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