Javascript must be enabled to continue!
Evaluating the influence of digital financial inclusion on financial crises and economic cycles: a Bayesian logistic regression insight
View through CrossRef
Purpose
This paper aims to examine the impact of Digital Financial Inclusion (DFI) on three key economic aspects: banking crises, economic expansion and economic downturns across 93 countries from 2004 to 2017.
Design/methodology/approach
Bayesian Logit regression models provide important insights into how DFI influences these economic factors.
Findings
The findings show that DFI has a modest positive effect on banking crises (coefficients: 0.002–0.027), but rapid growth could increase crisis risks if not regulated. DFI positively impacts economic expansion (coefficients: 0.003–0.012), supporting growth at reasonable levels. For economic downturns, DFI has a negative effect, potentially reducing recession risks, though the impact is small. Regionally, DFI helps mitigate banking crises and downturns in Africa, Latin America and Asia, but in Europe, it slightly increases risks, suggesting potential instability if not properly managed.
Originality/value
The study provides original insights into the nuanced effects of DFI on banking crises, economic expansion and economic downturns across different regions, offering valuable policy recommendations based on these findings.
Title: Evaluating the influence of digital financial inclusion on financial crises and economic cycles: a Bayesian logistic regression insight
Description:
Purpose
This paper aims to examine the impact of Digital Financial Inclusion (DFI) on three key economic aspects: banking crises, economic expansion and economic downturns across 93 countries from 2004 to 2017.
Design/methodology/approach
Bayesian Logit regression models provide important insights into how DFI influences these economic factors.
Findings
The findings show that DFI has a modest positive effect on banking crises (coefficients: 0.
002–0.
027), but rapid growth could increase crisis risks if not regulated.
DFI positively impacts economic expansion (coefficients: 0.
003–0.
012), supporting growth at reasonable levels.
For economic downturns, DFI has a negative effect, potentially reducing recession risks, though the impact is small.
Regionally, DFI helps mitigate banking crises and downturns in Africa, Latin America and Asia, but in Europe, it slightly increases risks, suggesting potential instability if not properly managed.
Originality/value
The study provides original insights into the nuanced effects of DFI on banking crises, economic expansion and economic downturns across different regions, offering valuable policy recommendations based on these findings.
Related Results
Youth unemployment rate and impact of financial crises
Youth unemployment rate and impact of financial crises
PurposeThe purpose of this paper is to assess the impact of financial crises on the youth unemployment rate (YUR). The authors consider different types of financial crises (systemi...
Sample-efficient Optimization Using Neural Networks
Sample-efficient Optimization Using Neural Networks
<p>The solution to many science and engineering problems includes identifying the minimum or maximum of an unknown continuous function whose evaluation inflicts non-negligibl...
Figs S1-S9
Figs S1-S9
Fig. S1. Consensus phylogram (50 % majority rule) resulting from a Bayesian analysis of the ITS sequence alignment of sequences generated in this study and reference sequences from...
Effect of Fintech Services on Financial Inclusion in Kenya
Effect of Fintech Services on Financial Inclusion in Kenya
Abstract
Many research studies have been done to investigate the subject of financial inclusion. However, there has been no recent study on the impact of FinTechs on Financ...
Ekonomika bosanskih velikaša u 14. i 15. stoljeću
Ekonomika bosanskih velikaša u 14. i 15. stoljeću
The role and significance of the Bosnian nobility in the historical currents of medieval Bosnia can be reliably traced in the 14th and 15th centuries when various socio-political f...
Bayesian regression modeling and inference of energy efficiency data: the effect of collinearity and sensitivity analysis
Bayesian regression modeling and inference of energy efficiency data: the effect of collinearity and sensitivity analysis
The majority of research predicted heating demand using linear regression models, but they did not give current building features enough context. Model problems such as Multicollin...
P-668 The LH endocrine profile in Gonadotropin-Releasing Hormone analogue cycles
P-668 The LH endocrine profile in Gonadotropin-Releasing Hormone analogue cycles
Abstract
Study question
What does the evolution of luteinizing hormone (LH) throughout the follicular phase look like in differe...
Financial inclusion as an enabler of economic growth: Does financial stability matter?
Financial inclusion as an enabler of economic growth: Does financial stability matter?
Purpose
This study aims to examine the moderating role of financial stability in the effect of financial inclusion on economic growth. While financial inclusion i...

