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This paper aims at analysing the socio-economic characteristics, mobile phone ownership and banking behaviour as key determinants of digital financial inclusion in India.

This study is based on the Global Findex Survey of the World Bank covering 3,000 adult individuals in India. Simple statistical tools such as descriptive statistics, chi-square test and regression analysis with a marginal effect have been used for the data analysis.

About 35.2% of respondents have reported using digital financial services in the country. There is a significant association between the socio-economic profiles of individuals with the adoption of digital financial services in terms of gender, age, education, occupation and income. The marginal effect indicates that socio-economic factors, mobile phone ownership and banking behaviour of individuals towards borrowings and savings have indicated significant influence on digital financial inclusion. The analysis depicts that male with higher age, education, working status and higher income are more likely to adopt digital financial services. Further, individuals with mobile phone ownership and utilising banking in terms of borrowings and savings are more likely to adopt digital financial services.

As digital banking services have emerged as a preferred channel for financial service delivery, this study provides timely insights on developing user driven-strategies for promoting digital financial services.

Socio-economic characteristics, mobile phone ownership and banking behaviour are critical determinants of financial inclusion, so assessing its implications in the era of digitisation becomes imperative.

The peer review history for this article is available at: https://publons.com/publon/10.1108/IJSE-10-2022-0673.

Financial Technology (FinTech) innovations enable the provision of financial services to many unbanked across the world by increasing access. The key role of FinTech to drive financial inclusion however suffers significant impediments including the digital divide. Nevertheless, there is paucity of elaborate theories on financial inclusion while extant literature on FinTech only identify factors that drive its acceptance and use with little attention to inhibitors such as the digital divide. This study aims to investigate the impact of FinTech usage on financial inclusion amid the digital divide.

This study uses the unified theory of acceptance and use of technology (UTAUT2) and the model of digital inequality. A structural equation modeling technique is applied to data collected from 282 respondents in an online survey.

The findings confirm a positive influence of FinTech use on financial inclusion as well as the influence of performance expectancy and facilitating conditions on behavioral intentions. The results also show that digital divide measured with access, resource and force moderate the use of FinTech.

This study presents a theoretical model which is unique given that UTAUT2 was combined with digital divide moderators from the model of digital inequality to explain how FinTech usage impacts on financial inclusion. Addressing the research questions has led several theoretical contributions including the extension of the applicability of UTAUT2.

Drawing from the argument that mobile money services have a significant potential to provide a wide range of affordable, convenient and secure financial services, there have been rampant frauds on consumers of financial products over the digital financial platform. Thus, this study aims to establish the mediating effect of digital consumer protection in the relationship between mobile money adoption and usage and financial inclusion with data collected from micro small and medium enterprises (MSMEs) in northern Uganda.

To achieve the main objective of this study, a research model was developed to test for the mediating effect of digital consumer protection in the relationship between mobile money adoption and usage and financial inclusion. The data were collected from MSMEs and structural equation modelling in partial least square (PLS) combined with bootstrap was applied to analyze and test the hypotheses of this study. The direct and indirect effect of mobile money adoption and usage on financial inclusion was tested through digital consumer protection as a mediator variable.

The findings from the PLS-structural equation modelling (SEM) showed that mobile money adoption and usage has both direct and indirect effect on financial inclusion. Moreover, financial inclusion is influenced by both mobile money adoption and usage and digital consumer protection.

The study used partial least square (PLS-SEM) combined with bootstrap confidence intervals through a formative approach to establish the mediating effect of the mediator variable. Hence, it ignored the use of covariance-based SEM and the MedGraph programme. Furthermore, data were collected from samples located in Gulu district, northern Uganda and specifically from MSMEs. This limits generalization of the study findings to other population who also use mobile money services.

Promoters of digital financial services, managers of telecommunication companies, and financial inclusion advocates should consider strengthening the existing digital consumer protection laws on the mobile money platform. A collaborative approach between the mobile network operators, financial institutions and regulators should tighten the existing laws against mobile money fraudsters and an efficient mechanism for recourse, compensation and remedy should be set up to benefit the victims of frauds and cybercrime on the Fintech ecosystem.

The current study gives a useful insight into the critical mediating role of digital consumer protection as a cushion for promoting financial inclusion through mobile phones over the Fintech that face great threat and risk from cyber insecurity.

This study aims to empirically analyze the factors influencing digital financial inclusion in China.

Using panel data from 31 provinces in China for the years 2011-2018, the study constructed spatial econometric models for regression analysis at the national and regional levels.

Economic development, government intervention, internet penetration and the development of the credit level significantly affected the development of digital financial inclusion in China. However, the specific influence of the various factors varied by province. Provinces with less-developed economies generally had weaker economic foundations and underdeveloped digital financial services, making it more difficult to fully achieve digital financial inclusion.

Relevant government policies should strengthen digital infrastructure and improve the organizational systems and services of digital finance to support the balanced development of digital financial services in China.

China’s e-commerce development has been at the global forefront for decades, which suggests digital financial inclusion is also well-placed for strong development in China. However, quantitative research on the digital financial inclusion index has remained insufficient in China and worldwide, with most research ignoring the status of different development levels in a different region. To address this gap in the literature, this study empirically researched the status, regional differences and causes associated with these differences that impact digital financial inclusion in China.

This study aims to empirically investigate the effect of digital currency development (digital finance) on financial inclusion in Nigeria for the period. Nigeria undertook her digital currency development to rip the benefits of financial inclusion, safer remittances and exchange rate regularization among others.

The researchers developed high-frequency quarterly data for the analysis from 2006:1 to 2020:4 in a weighted stepwise forward regression. A model similar to the one used by Demir et al. (2020) and Altunbas and Thornton (2019) with some modifications was developed.

Findings suggest that (1) a unit rise in the usage of automated teller machines by citizens spontaneously raised financial inclusion in a quarter in Nigeria by 0.012 units and were statistically significant; (2) a percentage rise in the use of point of sales transaction by citizens in the country also raised financial inclusion in Nigeria by approximately 1%; (3) a percentage increase by mobile payment users in Nigeria will spontaneously increase financial inclusion by at least 0.4%; (4) a percentage rise in web payment services reduces financial inclusion by 22% in Nigeria; (5) Cumulative positive effect of digital finances on financial inclusion in Nigeria was approximately 7%.

The researches show, using in-sample forecast, that while financial inclusion will grow in Nigeria, it will not be without systemic fluctuations. Based on the outcome, it is proposed that if the present digital currency penetration for the country is sustained at the present growth rate, the country may be more financially inclusive by 2% additionally by 2025 and 4% more by 2030.

Originally, it is found that digital currency development are positive derivatives for financial inclusion in Nigeria. Cumulatively, the effect of digital finances on financial inclusion in Nigeria is approximately 7% positive.

To help inform the debate over whether socio-demographic characteristics are related to the use of digital technologies, the authors investigated the effects of age, gender, education, income and being in the workforce on changes in using financial digital services using panel data collected in the MENA countries during 2017.

This study aims to identify the impact of government policy on the determinants of financial inclusion and digital payment services in the MENA region. The authors use microdata from the 2017 Global Findex database on MENA countries to perform probit estimations. The paper focuses on the role of technology adoption by government authorities in extending financial inclusion and digital payment around different people.

The authors find that poorer people (and, by association, less educated people) and the young (but less so the elderly) are disproportionately excluded from the financial system. Results confirm that better collaboration between the government and the financial sector can help to develop digital financial inclusion through the technology adoption channels. The study confirms the significant impact of the government cashless policy in advancing financial inclusion in the MENA countries, with potentially wider applicability to other developed economies.

Policies to advance mobile money innovations could stimulate financial inclusion by promoting digital transaction services. The role of government authorities is imperative to harness the beneficial and sustainable gains from digitizing remittances and transfers to promote a cashless economy.

Financial inclusion promotes equality through a broadening of the system and government cashless policy can be a major catalyst for greater financial inclusion. It helps in the overall economic development of the underprivileged population and contributes to poverty reduction.

To analyze financial inclusion through digital banking in order to identify how digital banking is including or excluding different types of populations in an emergent economy.

Chi-square statistical tests were conducted to test the relationship between demographic variables (i.e. gender, region, locality and age) with having a digital banking account, types of services and reasons for not using them. As an example of an emergent economy, the Mexican Financial Inclusion Survey database was used, which includes stratified and clustered sampling.

Having a bank account with digital banking is related to gender. Women are more excluded than men, demonstrating a gender gap in access to digital banking accounts. Moreover, having a bank account with digital banking depends on the region. In regions where digital banking is more developed, the population uses a wide variety of digital banking services, in contrast to less developed regions. About the size of the locality, the lack of financial inclusion via digital banking is more common in rural contexts or small cities, demonstrating the exclusion of this type of population.

This study is conducted with data from the latest Mexican Financial Inclusion Survey. Since the National Institute of Statistics and Geography (NISG) in Mexico previously conducted the study for exploratory purposes, it was not possible for the researchers to modify the variables.

The results might be considered on similar emergent economies to promote financial inclusion of vulnerable groups such as women, people living in underdeveloped regions, rural areas, small cities and elders. These findings may provide criteria for both government agencies and banking institutions to make efforts focused on including these population groups that have not been financially included through digital banking.

Identifying the barriers that affect financial inclusion, such as gender, region, size of the city and age can help to guide efforts to achieve greater economic freedom and quality of life for diverse types of populations. Although the study is carried out in an emerging economy, the results can also shed light on how to address these forms of exclusion that occur in different types of economies. It is understood that the lack of financial inclusion is a limitation to the economic freedom and quality of life to which everyone should have access, hence the relevance of the article.

This study examines the role of institutions and governance on the digital financial inclusion and economic growth nexus in Sub-Saharan Africa (SSA) from 2014 to 2020.

This study adopts the generalised method of moments technique which controls for endogeneity. The authors employed four main variables namely, index of digital financial inclusion, gross domestic product per capita growth, institutions and governance.

The results suggest a significant positive effect of institutional quality and governance on the digital financial inclusion-economic growth nexus in SSA. Furthermore, the authors find that effect of trade and population growth on economic growth was significantly positive while inflation reduces economic growth in the region.

This study also ignored the effect of digital financial inclusion on environmental quality. Future researches should focus on addressing these drawbacks and replicating the study in Africa as a whole and other developing countries across the world that are experiencing digital financial inclusion and economic growth challenges. The results from the study imply that a positive relationship between digital financial inclusion and economic growth. It is important to note that the study was carried out on the premise that institutions play a pivotal role in enhancing economic growth in SSA.

The results confirm the significance of policies that enhances institutional quality and governance which are other avenues the authorities can pursue to enhance economic growth in SSA.

The paper documents the importance of institutions in boosting economic growth which impacts on social life rather than digital financial inclusion only.

The paper makes a contribution through analysing the role of institutions and governance on the digital financial inclusion-economic growth nexus rather than the traditional financial inclusion–economic growth nexus which is common to the majority of the available empirical studies.

Women's financial inclusion has become a global research agenda, and past studies provide mixed evidence on the determinants of financial inclusion among women entrepreneurs across the globe. However, the impact of digital financial literacy on women's financial inclusion has seldom been addressed in the past literature.

The authors perform a cross-sectional analysis of 144 countries using the World Bank Global Findex Database.

This study’s probabilistic regression results indicate that women entrepreneurs with a higher degree of digital financial literacy are more likely to engage in formal banking channels.

The study findings have practical implications in terms of allowing regulators and banks to draw effective policies to attract women customers. Lack of effective regulatory intervention could lead to women exploring financial crimes, such as money laundering, due to their lack of involvement with the formal banking channel.

The authors explore the impact of digital financial literacy on women's financial inclusion. Such evidence is rare in the existing literature.

The peer review history for this article is available at: https://publons.com/publon/10.1108/IJSE-04-2022-0277

This paper aims to measure the extent of digital financial inclusion (DFI) and examine the effect of socioeconomic characteristics on using government remittances and the adoption of digital financial services (DFS) during the COVID-19 pandemic.

The World Bank Global Financial Inclusion (Global Findex) database 2021 is used in this study, with a sample size of 3,000 Indian individuals. The study measured the demand-side analysis of DFI, namely, accessibility and usage of DFS with selected socioeconomic characteristics such as gender, age, income, education, being in the workforce and residential status of respondents. The dependent variable is binary in nature; therefore, the logistic regression model is used for the data analysis.

The results of the study reveal that individuals’ socioeconomic factors, such as female, all the age groups, tertiary education, third- and fourth-income quintile and workforce, are found to have a significant association with “accessibility,” an exogenous variable of DFS. Besides, respondents’ socioeconomic attributes, namely, female, tertiary education, income for all quintiles and workforce, are more likely to use DFSs in the COVID-19 pandemic. The study also finds the residential status of individuals is influencing the accessibility and usage of DFS.

The findings of the study provide valuable insights to the service providers and policymakers regarding the rapid expansion of DFS by digital infrastructure, simplifying the banking procedures and highlighting the importance of digital financial literacy to accomplish government goals through serving the unbanked population and also design strategies for achieving the objectives of Digital India: “Faceless, Paperless, and Cashless” of DFI across the country.

Notable studies used World Bank Findex survey data to explore the determinants of financial inclusion in general. This research is one among the few studies to explore the determinants of India’s DFI. Moreover, this study measured the effect of individual socioeconomic attributes on the adoption of DFSs during the COVID-19 pandemic, which has not been included in prior studies. Therefore, this study has added value to the existing literature on financial technology innovation and DFS for the sustainable development of emerging nations.