INTERNATIONAL JOURNAL OF RESEARCH AND INNOVATION IN SOCIAL SCIENCE (IJRISS)  
ISSN No. 2454-6186 | DOI: 10.47772/IJRISS | Volume IX Issue X October 2025  
Financial Inclusion in the Last Decade: A Systematic Literature  
Review  
Bukunmi Agboola  
Lekki-Epe Expressway Ajah, Lagos  
Received: 07 November 2025; Accepted: 14 November 2025; Published: 24 November 2025  
ABSTRACT  
Over the past decade, financial inclusion, focused on providing access to finance for the unbanked, has gained  
increased attention. This systematic review of 169 papers from 2015 to 2023 underscores its growing  
significance, particularly in the aftermath of the COVID-19 pandemic. The analysis considers demographic  
factors, regulatory policies, technological advancements, and global economic shifts, emphasising the  
pandemic's influence on financial inclusion strategies. However, the findings reveal a gap in the literature  
regarding the extent to which the COVID-19 pandemic has impacted financial inclusion directly, highlighting  
the need for more nuanced research on this aspect to better understand recent developments in the discourse.  
Keywords: Financial inclusion, financial literacy, systematic review  
INTRODUCTION  
Financial inclusion is recognized as a crucial catalyst for sustainable development, impacting micro and macro  
scales. It is deemed essential for fostering economic growth, reducing income inequality, and addressing global  
economic crises. The benefits extend to social development, including poverty alleviation, women's  
empowerment, financial stability, human development, gender equality, and environmental sustainability. As an  
integral part of the United Nations' 2030 Sustainable Development Goals (SDG) agenda, financial inclusion is  
positioned to contribute significantly to global well-being. The evolution of financial services, particularly after  
the 2008 financial crisis, underscored the vulnerability of consumers and emphasized the importance of financial  
literacy.  
In the last decade, financial inclusion has emerged as an extensively studied aspect of universal development  
within literature (Adedokun & Aga, 2021). The vitality of a nation's economy is markedly shaped by its financial  
services sector, with the extent of its citizens' inclusion in the financial mainstream playing a pivotal role in this  
regard (Hogarth, 2006). The financial services landscape has experienced rapid transformations (Sukumaran,  
2020), and the 2008 financial crisis significantly impacted the financial world, exposing the vulnerability of  
consumers (Björklund & Sandahl, 2020). This crisis underscored the significance of financial education and  
awareness for individuals (Atkinson & Messy, 2012). Consequently, the process of imparting knowledge about  
financial products, risks, suitability, and general financial concepts is termed financial literacy. It involves a  
blend of financial awareness, knowledge, skills, attitude, and behavior essential for making informed financial  
decisions.  
Financial inclusion levels vary globally, with wider gaps in developing countries, such as those in Africa.  
Barriers on both demand and supply sides, including gender, age, literacy, income, and operational aspects of  
financial institutions, influence financial inclusion. The introduction of digital finance has expanded services but  
brought challenges, especially in terms of access disparities. Existing literature often focuses on specific  
dimensions of financial inclusion, such as microfinance or digital finance, leading to potential gaps and  
uncertainties. This study aims to address these gaps by conducting a systematic review, providing a nuanced  
exploration of financial inclusion dynamics, comparing levels across countries, and assessing the impact of the  
COVID-19 pandemic. The comprehensive analysis aims to inform policies and practices for promoting universal  
financial inclusion.  
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Theoretical Background  
The literature on financial inclusion reveals a gap, as studies lack a unified theory, creating a disconnect between  
academic and policy perspectives. While policy literature offers practical approaches, academic studies focus on  
the financial inclusion-poverty relationship without cohesive integration. Duvendank and Mader (2020) note a  
lack of consensus on a preferred theory of change due to diverse intervention methods. A theoretical framework  
for financial inclusion should be rooted in the policy rationale, emphasizing that engagement with financial  
services enhances the well-being of low or modest-income individuals. This framework highlights the  
multifaceted impact of financial inclusion across economic, social, gender, behavioral, and macro-structural  
domains, addressing poverty, improving social dynamics, empowering women, and fostering macroeconomic  
development. Ozilli (2020) contributes by identifying overlooked potential beneficiaries and outlining four  
theories explaining their inclusion.  
Vulnerable Group Theory of Financial Inclusion  
The vulnerable group theory of financial inclusion suggests that financial inclusion programs should prioritize  
targeting vulnerable members of society, such as the poor, young people, women, and elderly people. By  
providing government-to-person social cash transfers, the theory aims to encourage other vulnerable individuals  
to join the formal financial sector and address income inequality. However, it may neglect non-vulnerable  
individuals, assume women are solely vulnerable, and potentially exacerbate social and income inequality.  
Dissatisfaction Theory of Financial Inclusion  
The dissatisfaction theory of financial inclusion proposes that financial inclusion programs should focus on  
individuals who have left the formal financial sector due to dissatisfaction. These individuals are more likely to  
rejoin if the issues that caused their dissatisfaction have been resolved. The theory prioritizes targeting previously  
banked adults who can be easily persuaded to return without requiring public funding. However, the theory  
excludes those who have never been part of the formal financial sector and assumes that dissatisfaction is the  
main cause of financial exclusion, which may not always be accurate. Additionally, societal culture may force  
individuals to remain in the formal financial sector for a comfortable life.  
Public Good Theory of Financial Inclusion  
The public good theory of financial inclusion asserts that formal financial services should be considered a public  
good, accessible to all individuals. It suggests that providing financial services to one person does not diminish  
availability for others, enabling the entire population to benefit from participating in the formal financial sector.  
This theory advocates for unrestricted access to finance, with financial service providers bearing the cost as an  
integral part of their operations. Governments can offer subsidies to offset the expenses incurred by financial  
institutions in providing free services. The theory highlights three advantages: universal benefits for all  
individuals, government support through subsidies, and an opportunity for governments to promote financial  
inclusion. However, the theory also has three limitations: it does not address the underlying causes of financial  
exclusion, reliance on government subsidies may strain public funds and impact other projects, and the  
assumption that public goods are provided at minimal or no cost may lead to an unsustainable level of financial  
inclusion if the value of service costs is underestimated.  
Systems Theory of Financial Inclusion  
The systems theory of financial inclusion suggests that the existing sub-systems, such as the economic, financial,  
and social systems, are the primary beneficiaries of financial inclusion. The theory states that the success or  
failure of a national financial inclusion agenda is determined by the efficiency and effectiveness of these sub-  
systems. However, the theory does not consider external factors that could impact financial inclusion outcomes  
and assumes a direct relationship between the sub-systems and financial inclusion.  
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METHOD  
Research Questions  
Based on the issues identified and the objectives defined, this paper will conduct a systematic literature review  
to provide answers for the following research questions:  
What are the key factors that have influenced the impacts of financial inclusion as documented in existing  
literature across various countries in the last decade?  
How do the findings in existing literature on financial inclusion differ when comparing the pre-COVID-  
19 and post-COVID-19 periods, and what can be learned from these variations?  
What potential gap(s) in the literature become evident when considering the growth of financial  
inclusion, and what areas warrant further research to address these gaps effectively?  
Inclusion Criteria  
Types of Studies  
The review aims to incorporate studies of adequate quality from reliable sources, ScienceDirect and EBSCO,  
that examine the effects of financial inclusion and cover the various issues like age factor, gender, and other key  
demographic factors, outcomes of financial inclusion interventions, and cross-country disparities on financial  
inclusion.  
Types of Participants  
The review will incorporate a wide range of scopes to cover the different issues of financial inclusion, the  
interventions, and the outcomes as it varies across different fields of study and draw a point of consensus from  
the literature. Therefore, the population of participants that would be included in the review are individuals or  
households in various countries, considering diverse demographic factors. This is to ensure that the review  
captures financial inclusion from a microeconomic perspective and covers a wide range of discussions in the  
literature.  
Types of Intervention  
In this systematic review, the studies reviewed have interventions that are tailored towards financial education  
programs for distinct age brackets, adult-specific financial inclusion initiatives, gender-sensitive financial  
products designed to empower women economically, and other factors that have influenced the impacts of  
financial inclusion and using cross-country comparative analyses to understand variations in financial inclusion  
interventions across diverse nations, as well as financial inclusion initiatives, policies, and practices implemented  
in response to or independently of the COVID-19 pandemic. This comprehensive approach aims to dissect the  
effectiveness of specific interventions within the context of demographic diversity, providing insights into  
nuanced aspects of financial inclusion across various groups and geographical locations.  
Types of Comparison  
Comparisons will be made on studies carried out across countries to assess variations in financial inclusion  
initiatives and policies. Additionally, temporal comparisons can be employed to evaluate the impact of the  
pandemic on financial inclusion before and during the COVID-19 period.  
Types of Outcomes  
In this systematic review, the studies to be included will cover impacts of financial inclusion on demographic  
factors like age, gender, culture, etc. and how these and others factors also influence the extent of its impacts.  
These studies must measure outcomes related to identifying and comparing financial inclusion challenges,  
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successes, and changes across countries. Furthermore, it will explore the effects of the COVID-19 pandemic on  
financial inclusion, including disruptions to existing initiatives, alterations in access to financial services, and  
shifts in financial behaviors.  
Search Strategy  
This review will employ a targeted search strategy focused explicitly on the period of the COVID-19 pandemic  
to enable precise comparative analysis of the literature before and after the onset of the pandemic. The primary  
search will be conducted in Scopus, Web of Science, and EBSCOhost databases using a Boolean query that  
combines keywords related to financial inclusion and COVID-19: "(financial inclusion" OR "financial access"  
OR "digital financial service" OR fintech OR "mobile money") AND ("COVID-19" OR coronavirus). The search  
will be restricted to studies published between January 2015 and 2024. This focused approach ensures the  
systematic capture of literature directly addressing the pandemic's impact. The findings from this post-2020  
corpus will then be analytically contrasted with the well-established understanding of financial inclusion drivers  
and impacts from the pre-pandemic era (2015-2019), which will be synthesised from foundational reviews and  
key seminal works. This comparative design will allow for a clear identification of how the pandemic altered  
scholarly understanding and will directly facilitate the identification of emergent themes and subsequent research  
gaps.  
Search Results  
From the PRISMA flow chart in Figure 1, the search strategy reviewed 630 identified journals, from the  
bibliographic databases, ScienceDirect and EBSCO host. The data from the two databases were combined,  
duplicates were removed, and there 413 records were left. A further review of the titles, abstracts, and findings  
to include only studies that had pro-developmental initiatives, as it cuts across various fields of study, was  
conducted, and this reduced the records to 169.  
Figure 1: Prisma Flow Diagram  
The included records were thereafter grouped into different categories to capture studies that included distinct  
age brackets, adult-specific financial inclusion initiatives, gender-sensitive financial products designed to  
empower women economically and cross-country comparative analyses to understand variations in financial  
inclusion interventions across diverse nations, as well as financial inclusion initiatives, policies, and practices  
implemented in response to or independently of the COVID-19 pandemic.  
RESULTS AND DISCUSSION  
Results  
This section provides an overview of the results from the studies review and gives a descriptive analysis of the  
studies in the last decade. From the number of publications per year, the publication counts across different  
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journals, issues that have been addressed in the literature in line with the objectives of the study, and the scopes  
of the studies that have been reviewed, which uncovers the multidisciplinary nature of the concept of financial  
inclusion.  
Figure 2 displays the yearly count of journal publications spanning the last ten years, encompassing the period  
from 2015 to 2024. Notably, there is a discernible uptick in the recognition of the concept of financial inclusion,  
particularly following the onset of the COVID-19 pandemic in 2019. The trend exhibits a significant upswing,  
peaking in 2023. Consequently, it can be inferred that the concept is poised to attract heightened attention in the  
forthcoming years, indicating emerging issues within the literature.  
While the literature may downplay the direct impacts of COVID-19 on the level of financial inclusion, its  
relevance over the last decade becomes apparent due to the increased financial inclusion of the populace during  
this period. The necessity to conduct transactions remotely, without the need for in-person interactions due to  
the fear of infection, is intrinsic to this observation. This trend is reflected in the literature, where studies on  
financial inclusion have surged, albeit not all directly addressing the impacts of the COVID-19 pandemic.  
Nonetheless, the consistent increase in publications on the subject strongly suggests a connection to this  
unprecedented global event.  
Figure 2: Number of Journals by Year of Publication  
Figure 3 depicts the quantity of journal publications addressing issues related to financial inclusion as identified  
in the literature over the past decadean area of focus for this study. The presented table offers an overview of  
factors influencing financial inclusion across countries in the literature. Our investigation revealed four primary  
factors shaping financial inclusion: regulatory policies, demographic factors, technology, and environmental  
factors.  
These factors were thematically categorized to elucidate their impact on financial inclusion. Regulatory policies,  
encompassing fiscal policies, financial regulations governing banking systems and services, governance, and  
institutional qualities, along with policies for Small and Medium Enterprises, financial service accessibility,  
Islamic banking, and low or no-interest loans, represent the supply-side perspective of financial inclusion.  
On the demand side, demographic factors include considerations such as age, gender, educational background,  
religion, and culture. Technology, identified as a significant driver of financial inclusion, especially in the  
context of the COVID-19 pandemic, incorporates elements like ICT tools, digital technology, and mobile money.  
Environmental factors, often overlooked by developing and less developed nations, contribute subtly to financial  
inclusion. These encompass climate change policies, population density, energy consumption and regulation, as  
well as carbon emissions.  
Additional determinants of financial inclusion identified in the literature over the last decade involve foreign  
earnings, such as international remittances, the impact of the COVID-19 pandemic, and human capital  
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development. The latter pertains to an in-depth understanding of financial services and their operational  
mechanisms.  
60  
50  
40  
30  
20  
10  
0
COVID-19 Demographic Environmental Foreign  
factor factor earnings  
Human  
Capital  
Development  
Regulatory Technology  
policies  
Determinants of Financial Inclusion  
Figure 3: Number of Studies covering the determinants of financial inclusion  
However, Figure 4 brings to light a crucial insight: financial inclusion and its repercussions extend beyond  
isolated realms. Instead, it emerges as a complex, multidisciplinary, and multidimensional issue. This  
multidisciplinary nature becomes apparent through diverse studies delving into the various dimensions and  
impacts of financial inclusion. Upon thorough examination of the literature over the last decade, it becomes  
evident that the interventions and outcomes associated with financial inclusion schemes and initiatives are  
inherently multidisciplinary.  
Figure 4: Number of Articles per Scope of the Study Covered.  
The journal encompasses studies with scopes largely falling into categories such as economic, social, behavioral,  
and macro-structural. This aligns with the theoretical framework of financial inclusion, emphasizing its intricate  
impact across these domains, including economic, social, gender, behavioural, and macro-structural dimensions.  
Financial inclusion is multifaceted, involving economic, social, technological, and policy dimensions. It  
addresses issues related to banking services, access to credit, insurance, financial literacy, and more. Various  
disciplines, including economics, sociology, technology, law, and public policy, contribute to understanding  
financial inclusion, each offering unique insights into associated barriers and opportunities. Recognizing the  
complexity of financial inclusion, the finding suggests that interventions should not be uni-dimensional. Instead,  
a holistic approach considering various dimensions simultaneously is recommended. Interventions may span  
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policy changes, technological innovations, educational programs, and community engagement efforts. A  
comprehensive strategy that accounts for these diverse aspects is more likely to effectively promote financial  
inclusion.  
DISCUSSION  
This comprehensive review synthesises a wealth of research on financial inclusion, illuminating its diverse  
dimensions and transformative shifts, particularly in the wake of the COVID-19 pandemic. Across regions,  
substantial disparities on financial inclusion persist, with many adults lacking access to formal financial services  
in developing countries. The literature underscores the pivotal role of financial literacy in shaping retirement  
preparation and wealth management, with studies spanning diverse regions evidenced even in developed  
countries. Gender-related insights reveal intricate behavioral biases, moderated by financial literacy. The  
discourse expands to encompass demographic factors, the dynamics of policy formulation, institutional and  
governance quality, digital financial inclusion, cultural influences, and regulatory policies, including taxation  
and interest rates. Additionally, it incorporates considerations of foreign earnings derived from remittances, and  
the transformative effects of the pandemic on financial optimism, services, green development, and poverty  
reduction. Collectively, these findings provide a comprehensive understanding of the multifaceted nature of  
financial inclusion and its evolving landscape across global economies.  
Determinants of financial inclusion  
Demographic Factors  
Globally, around 1.7 billion adults face limited access to formal financial services, with concentrations in South  
Asia and Sub-Saharan Africa (Kass-Hanna et al., 2022; Demirgüç-Kunt et al., 2018). Financial literacy's  
significance in retirement preparation and wealth management is underscored, impacting older individuals across  
various nations (Bernheim, 1998; Hammond et al., 2017; Scholnick et al., 2013; Lusardi and Mitchell, 2008,  
2011a, 2011b). A longitudinal study in Northeastern Illinois emphasizes the challenges of declining financial  
and health literacy in old age, highlighting the positive impact of efforts to mitigate this decline on decision-  
making, scam susceptibility, and psychological well-being (Yu, L. et al., 2021).  
Gender-related findings reveal behavioral biases differing between genders, with financial literacy serving as a  
mitigating factor (Cupák and Fessler, 2021; Grohmann et al., 2021). Gender gaps in financial literacy exist  
globally, with men exhibiting higher levels on average (Potrich et al., 2015). Digital financial inclusion positively  
impacts female entrepreneurship, correlating with reduced income inequality (Yang et al., 2022; Cabeza-García  
et al., 2019). Despite progress, disparities persist, with male-headed households in India more likely to access  
formal finance (Ghosh and Vinod, 2017). Nigeria faces a persistent gender gap in financial inclusion in  
smallholder agriculture (Adegbite and Machethe, 2020). Financial literacy's influence on wealth varies by gender  
and education, with higher literacy significantly impacting women's wealth, particularly among the highly  
educated (Bannier and Schwarz, 2018).  
Additional demographic factors include correlations between formal account use and lower costs, proximity to  
financial intermediaries, legal rights, and political stability (Allen et al., 2016). Financial literacy's impact on  
investment behavior, influenced by age, education, and income, is explored (Mouna and Anis, 2017). In China,  
financial literacy affects household portfolio choices differently based on age and education (Li et al., 2020).  
Digital financial inclusion is identified as a critical societal demand, and cultural factors, including ancestry,  
individualism, and ethnicity, influence household financial inclusion (Gallego-Losada et al., 2023; Rink et al.,  
2021; Dakhlia et al., 2021; Lu et al., 2021). Family education positively relates to bank account ownership,  
especially for marginalized groups (Yan and Qi, 2021). A study in Pakistan uncovers underreported usage of  
non-Islamic finance among the Muslim poor, emphasizing the importance of nuanced measurement in  
understanding financial attitudes and behaviors (Ahmad, 2023). Collectively, these findings underscore the  
multifaceted nature of demographic factors in shaping financial inclusion, emphasizing the importance of  
tailored interventions to address existing disparities.  
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Regulatory policies  
As earlier reiterated in the results of the review, regulatory policies encompass fiscal policies, financial  
regulations governing banking systems and services, governance, and institutional qualities, along with policies  
for Small and Medium Enterprises, financial service accessibility, Islamic banking, and low or no-interest loans  
(Arun & Kamath, 2015; Zins & Weill, 2016). This comprehensive review provides a nuanced exploration of  
financial inclusion and its diverse dimensions across various studies. Global and regional perspectives on  
financial inclusion policies and practices are highlighted, emphasizing the need for a progressive and inclusive  
approach (Kabakova & Plaksenkov, 2018). Specific studies delve into determinants of financial inclusion in  
Africa, shadow economy effects, challenges in the MENA region, and the intricate relationship between financial  
inclusion, income inequality, poverty, and stability (Hajilee et al., 2017; Damra et al., 2023). Other research  
covers ecosystem configurations, positive impacts on economic growth in OIC countries, banking system  
structure, financial access in Asia, and the global association between tax revenue and financial inclusion (Kim  
et al., 2018; Owen & Pereira, 2018; Le et al., 2019; Oz-Yalaman, 2019). The review also examines international  
aspects, including the role of financial inclusion in enhancing bank stability (Ahamed & Mallick, 2019). Further  
studies explore determinants of financial inclusion, its influence on firms' sales growth, the impact of financial  
regulation, and the significance of institutional quality and social trust (Lee et al., 2020; Anarfo & Abor, 2020;  
Nkoa, & Song, 2020; Xu, 2020). The overarching theme underscores financial inclusion's pivotal role in driving  
human development, supporting inclusive growth, and contributing to economic development in the Asian  
region (Huang, 2023; Sun & Tu, 2023).  
Technology  
The studies underscore the pivotal role of technological factors, including ICT tools, digital technology, and  
mobile money, in shaping financial inclusion. These elements contribute significantly to economic growth  
(Ahmad, A. et al. 2023; Hussain, et al. 2023; Shen, et al. 2021; Daud, 2023), poverty reduction (Mushtaq &  
Bruneau, 2019; Wellalage, et al. 2021), and environmental sustainability (Ozturk & Ullah, 2022; Ali, et al.2023).  
Findings reveal the positive impact of mobile money adoption on financial inclusion in Africa (Ouma, et al.2017;  
Lashitew, et al. 2019; Ahmad, A. et al. 2023; Avom, et al. 2023; Grzybowski, et al. 2023; Shaikh, et al. 2023)  
emphasizing the need for sustainable practices in multinational banks to enhance financial inclusion (Úbeda, et  
al. 2023). Additionally, the studies stress the interplay between technological innovation, economic growth, and  
environmental outcomes, with digitalization playing a crucial role in shaping these dynamics (Ozili, 2018;  
Banna, et al. 2022; Kouladoum, et al. 2022; Law, et al. 2023; Ong, et al. 2023; Saqib, et al. 2023). The  
comprehensive analysis suggests that inclusive and green development requires a strategic alignment of digital  
finance, technological innovation, and sustainable practices to achieve long-term economic and environmental  
objectives (Frączek & Urbanek, 2021; Lee, et al. 2023; Niankara & Islam, 2023; Telukdarie & Mungar, 2023;  
Sun, & Tu, 2023).  
Environmental factors  
The studies collectively reveal that the relationship between financial inclusion, environmental factors, and  
economic development is complex and multifaceted. Key findings include the existence of an inverted U-shaped  
relationship between financial inclusion and CO2 emissions (Le, et al. 2020; Renzhi & Baek, 2020; Zaidi, et al.  
2021; Hussain, Akbar, Gul, Shahzad, & Naifar, 2023; Hussain, Gul, Ullah, Waheed, & Naeem, 2023), the  
importance of aligning financial inclusion with environmental policies (Khan, et al. 2022: Fareed, et al. 2022;  
Ahmad & Satrovic, 2023; Barut, et al. 2023; Shah, et al. 2023; Zeraibi, et al. 2023), and the potential for financial  
inclusion to mitigate energy poverty (Chang, et al. 2023; Khan, Z. et al. 2023; Said & Acheampong, 2023; Sen,  
et al. 2023). Additionally, the studies highlight the impact of various factors such as natural resources (Bu, et al.  
2023; Gao, 2023; Li & Wu, 2023; Liu, et al. 2023; Van Kien, et al. 2023) economic governance, innovation,  
and renewable energy on ecological outcomes (Cai & Wei, 2023; Hodžić, et al. 2023; Hussain, M. et al. 2023;  
Mukalayi & Inglesi-Lotz, 2023; Singh, et al. 2023). Policymakers are urged to consider these nuanced  
relationships when designing strategies for sustainable development (Duan & Liu, 2023), climate change  
mitigation (Musah, et al. 2023, Zheng & Chen, 2023), and financial inclusion.  
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Other determinants of financial inclusion  
The synthesis of diverse research on financial inclusion reveals multifaceted insights. In the context of  
international remittances, the combination of remittance inflows and financial inclusion positively impacts  
economic growth, with a constructed financial inclusion index enhancing the growth effect (Chuc, et al. 2022; .  
This sheds light on the developmental challenges faced by migrant-sending countries, emphasizing the potential  
of remittances and financial inclusion in fostering economic growth. Turning to aid flows, targeted financial aid  
significantly determines a country's financial inclusion, particularly pronounced in nations with high aid flows  
and low-risk uncertainty (Lee, et al. 2022). The study provides impetus for enhancing financial inclusion in aid-  
receiving developing countries, considering associated risk factors. In the realm of foreign direct investment  
(FDI) in East Asia and the Pacific, financial inclusion significantly influences FDI, urging governments to  
prioritize inclusive financial policies for sustainable economic growth (Chen, et al. 2023). Gender disparities in  
financial inclusion are addressed through remittances, notably reducing the gender gap in developing countries,  
particularly benefiting women (Abokyi, 2023). South Asian countries find improved financial inclusivity  
through conflict resolution, higher mobile subscriptions, and lower corruption (Murshed, et al. 2023). Financial  
literacy emerges as a pivotal factor, acting as a substitute for financial infrastructure and positively impacting  
inclusion across income levels and demographic subgroups (Grohmann, et al. 2018). Lastly, in Sub-Saharan  
Africa, education and human capital prove integral to energy substitution, emphasizing the role of growth in  
renewable energy consumption (Tinta, 2023). Collectively, these findings offer a comprehensive understanding  
of the intricate relationships shaping financial inclusion across diverse economic and social contexts.  
The Impact of the COVID-19 Pandemic on Financial Inclusion  
The COVID-19 pandemic acted as a critical stress test and potent accelerator for global financial inclusion,  
fundamentally altering its trajectory. The crisis catalysed a dramatic surge in digital financial services and  
payment solutions, compressing years of projected adoption into a short period. This phenomenon is powerfully  
explained by Diffusion of Innovation Theory, as lockdowns and health concerns drastically lowered barriers and  
increased the relative advantage of digital finance, pushing late adopters to overcome their resistance (Niankara  
and Traoret, 2023). Concurrently, the literature reveals an expanded conceptual scope for financial inclusion,  
demonstrating its heightened role in fostering economic resilience by mitigating the detrimental effects of  
inequality on poverty (Gutiérrez-Romero and Ahamed, 2021) and in promoting sustainable practices and green  
development within key sectors like natural resources (Chang et al., 2023; She et al., 2023).  
However, this rapid acceleration proved to be a double-edged sword, simultaneously exacerbating pre-existing  
vulnerabilities. The pandemic-induced upheaval led to widespread financial fragility, with a notably adverse and  
gendered impact on financial optimism, particularly affecting women (Chhatwani and Mishra, 2021). This  
dynamic aligns with Social Exclusion Theory, as the very digital tools that offered a lifeline for some also  
accentuated persistent divides in gender, wealth, and urban-rural access, revealing that technological  
advancement alone cannot overcome deep-seated structural inequalities (Grohmann et al. 2021; Marcelin et al.  
2022; Tay et al., 2022). In sum, the pandemic's transformative impact lies in this dual role: it firmly embedded  
financial inclusion within broader agendas of digitalisation and sustainability, while starkly revealing the  
imperative for future research and policy to ensure that post-COVID financial inclusion is both durable and  
equitable.  
Gaps identified in the literature.  
This systematic review shows substantial gaps in the existing research on elements that have become particularly  
apparent with the COVID-19 pandemic. To begin with, there is disconnected theoretical evidence in the  
literature. Although theories such as Diffusion of Innovation or Social Exclusion serve as conceptual frameworks  
worthy of consideration, as we have shown in this review, they are frequently referenced superficially in the  
literature. Evidence that utilises these theories is scarce, as is rigorous empirical research that uses these  
frameworks to create hypotheses and investigate them, especially about the divergent outcomes of financial  
inclusion during the pandemic. As such, a deeper theoretical model that understands how financial inclusion  
functioned during periods of shocks like the COVID-19 pandemic has not been developed.  
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There is also a major absence of longitudinal and comparative analyses, and the review suggests that the literature  
remains siloed in pre-COVID-19 or post-COVID-19 COVID-19 analyses, without any direct realisation of its  
overall approach to systematically compare the two. This is problematic because it fails to be able to disentangle  
the temporary impact due to the crisis and behavioural transformations that endure from the pandemic, in  
addition to understanding ways in which the pandemic has reshaped the potential drivers of financial inclusion  
permanently. Moreover, the research remains demographically and geographically limited. The current evidence  
base is focused on specific populations and regions while ignoring the vast blind spots regarding the impact of  
the pandemic on the most vulnerable sub-groups (e.g., refugees, the disabled, and rural populations in fragile  
states) and developed economies. The current literature limits the generalisability of findings and limits the  
development of impactful policies towards more targeted interventions.  
Finally, there is a significant gap between the research value and policy implementation in translation, as  
highlighted throughout the review. There is a clear need in the literature for more evidence-based, actionable  
opportunities to support regulators and practitioners. The literature suggests the necessary policies to build digital  
infrastructure, the need for well-contained programs to create financial literacy at the same time as technology  
roll-out, alongside the need for regulations to protect consumers without stifling innovation.  
Addressing these gaps is crucial to developing a future-oriented, more equitable and theoretically based  
understanding of financial inclusion that will be resilient against future global phenomena.  
LIMITATION  
OF  
THE  
STUDY,  
CONCLUSION  
AND  
POLICY  
RECOMMENDATIONS  
Limitations of the Study  
The systematic literature review was limited by the potential lack of uniformity and consistency in defining and  
measuring financial inclusion across studies. Variations in terminology and metrics make it challenging to  
compare findings directly, hindering the establishment of a standardised understanding of financial inclusion.  
Additionally, some studies may focus on specific dimensions or regions, limiting the generalizability of their  
findings to the broader context of financial inclusion. Standardising definitions and metrics, along with a more  
comprehensive and globally inclusive approach, could address these limitations and enhance the coherence of  
future research in this field.  
Conclusion  
In conclusion, the systematic literature review highlights the different issues scattered in the literature on  
financial inclusion, such as age, gender, other demographic factors, impacts of the COVID-19 pandemic and  
substantial gaps in the understanding of financial inclusion, necessitating urgent attention and concerted efforts  
for comprehensive advancements in research and policy. The absence of a robust theoretical framework,  
foundational guiding principles, and interdisciplinary collaboration impedes the holistic comprehension of  
financial inclusion's impact on development. Insufficient empirical validation and a disconnect between  
theoretical frameworks and evidence-based policies further hinder the practical applicability of research  
findings. Overlooking global perspectives, demographic intersectionality, and regional variations limits the  
breadth and depth of insights. Bridging these gaps is imperative to inform effective policies, guide future  
research, and foster a nuanced understanding of financial inclusion's multifaceted dynamics, particularly in the  
context of the ongoing and post-COVID-19 scenarios.  
Policy Recommendations  
Based on the identified gaps in the literature on financial inclusion, the following policy recommendations are  
proposed:  
Grounding theoretical frameworks in crisis response  
Future research, rather than developing theoretical frameworks based on abstraction, should build and test  
theories that directly address how financial inclusion plays out during a societal shock. For instance, build upon  
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Social Exclusion Theory to create models that tell us how pandemics and climate crises amplify vulnerabilities,  
or use Diffusions of Innovation Theory to understand patterns of technology adoption under duress.  
Mandating longitudinal and comparative research methodologies.  
Funding entities and journals should be intentionally thinking about the implications of sponsoring research that  
measures outcomes of financial inclusion to make more strategic use of resources (i.e., longitudinal measures)  
and measuring financial inclusion simultaneously (i.e., comparative measures). Given the long-tail impact of  
COVID-19, studies must directly compare the financial behaviour of individuals pre- and post-pandemic in order  
to identify temporary disturbances versus permanent disruptions to existing financial processes.  
Direct research on underserved and intersectional populations.  
There should be a direction of research resources to blind spots in population demographics identified in this  
review. This should include designing studies that research the financial lives of populations identified as  
refugees, disability, and rural and poor in both developed and developing economies. Research must go beyond  
demographics (e.g., women) to more intersectional factors, such as low-income, rural women, to aid in the design  
work of relevant interventions.  
Transform evidence into specific, testable policy trials:  
Create and bridge the research-policy divide by advocating for evidence-based pilot programs. The areas for  
immediate policy action suggested by our review are: to develop a strong digital infrastructure in marginalised  
communities; co-design financial literacy programs with vulnerable groups to ensure relevance and usability,  
and to design regulatory sandboxes to allow safe testing of innovative products for underserved populations.  
To support policy-focused, interdisciplinary consortia.  
To achieve this, there must be support for the development of research-practice partnerships that bring together  
economists, data scientists, sociologists, and policymakers. The consortia should design studies on financial  
literacy and inclusion and translate findings into regulatory practice and financial inclusion at the national level.  
List Of Abbreviations  
COVID-19: Coronavirus Disease in 2019  
PRISMA:  
Preferred Reporting Items for Systematic Reviews and Meta-Analyses  
REFERENCES  
1. Abokyi, E. (2023). Effects of remittances on financial inclusion gender gap in developing  
countries. Research in Economics, 77(1), 1-24.  
2. Adedokun, M. W., & Aga, M. (2021). Financial inclusion: A pathway to economic growth in sub-saharan  
african economies. International Journal of Finance & Economics.  
3. Adegbite, O.O. and Machethe, C.L. (2020) ‘Bridging the Financial Inclusion Gender Gap in Smallholder  
Agriculture in Nigeria: An untapped potential for sustainable development’, World Development, 127,  
p. 104755.  
4. Agarwalla, S.K. et al. (2015) ‘Financial Literacy Among Working Young in Urban India’, World  
Development, 67, pp. 101109.  
5. Ahamed, M. M., & Mallick, S. K. (2019). Is financial inclusion good for bank stability? International  
evidence. Journal of Economic Behavior & Organization, 157, 403-427.  
6. Ahmad, A. H., Green, C. J., Jiang, F., & Murinde, V. (2023). Mobile money, ICT, financial inclusion,  
and growth: How different is Africa? Economic Modelling, 121, 106220.  
7. Ahmad, M., & Satrovic, E. (2023). Relating fiscal decentralization and financial inclusion to  
environmental sustainability: Criticality of natural resources. Journal of Environmental  
Management, 325, 116633.  
Page 9787  
INTERNATIONAL JOURNAL OF RESEARCH AND INNOVATION IN SOCIAL SCIENCE (IJRISS)  
ISSN No. 2454-6186 | DOI: 10.47772/IJRISS | Volume IX Issue X October 2025  
8. Ahmad, S., Lensink, R. and Mueller, A. (2023) ‘Religion, social desirability bias and financial inclusion:  
Evidence from a list experiment on Islamic (micro-)finance’, Journal of Behavioral and Experimental  
Finance, 38, p. 100795.  
9. Ali, K., Jianguo, D., Kirikkaleli, D., Mentel, G., & Altuntaş, M. (2023). Testing the role of digital  
financial inclusion in energy transition and diversification towards COP26 targets and sustainable  
development goals. Gondwana Research, 121, 293-306.  
10. Allen, F. et al. (2016) ‘The foundations of Financial Inclusion: Understanding ownership and use of  
formal accounts’, Journal of Financial Intermediation, 27, pp. 1–30.  
11. Arun, T., & Kamath, R. (2015). Financial inclusion: Policies and practices. IIMB Management  
Review, 27(4), 267-287.  
12. Avom, D., Bangaké, C., & Ndoya, H. (2023). Do financial innovations improve financial inclusion?  
Evidence from mobile money adoption in Africa. Technological Forecasting and Social Change, 190,  
122451.  
13. Banna, H., Mia, M. A., Nourani, M., & Yarovaya, L. (2022). Fintech-based financial inclusion and risk-  
taking of microfinance institutions (MFIs): Evidence from Sub-Saharan Africa. Finance Research  
Letters, 45, 102149.  
14. Bannier, C.E. and Schwarz, M. (2018) ‘Gender- and education-related effects of financial literacy and  
confidence on financial wealth’, Journal of Economic Psychology, 67, pp. 66–86.  
15. Barut, A., Kaya, E., Bekun, F. V., & Cengiz, S. (2023). Environmental sustainability amidst financial  
inclusion in five fragile economies: Evidence from lens of environmental Kuznets curve. Energy, 269,  
126802.  
16. Björklund M. and Johan S., (2020) Financial Literacy as Citizenship Educationa viable prospect? 19(3),  
p. 4-20. Journal of Social Science Education  
17. Bu, F., Mahmoud, H. A., Alzoubi, H. M., Ramazanovna, N. K., & Gao, Y. (2023). Do financial inclusion,  
natural resources and urbanization affect the sustainable environment in emerging economies. Resources  
Policy, 87, 104292.  
18. Cabeza-García, L., Del Brio, E.B. and Oscanoa-Victorio, M.L. (2019) ‘Female Financial Inclusion and  
its impacts on inclusive economic development’, Women’s Studies International Forum, 77, p. 102300.  
19. Cai, X., & Wei, C. (2023). Does financial inclusion and renewable energy impede environmental quality:  
Empirical evidence from BRI countries. Renewable Energy, 209, 481-490.  
20. Chang, L., Iqbal, S., & Chen, H. (2023). Does financial inclusion index and energy performance index  
co-move? Energy Policy, 174, 113422.  
21. Chen, Y. S., Chen, Z., Ali, S., Ullah, M. I., & Anser, M. K. (2023). Dynamic common correlated effects  
of financial inclusion on foreign direct investment: Evidence from East-Asia and Pacific countries. Borsa  
Istanbul Review, 23(3), 541-549.  
22. Chhatwani, M. and Mishra, S.K. (2021) ‘Financial fragility and financial optimism linkage during  
COVID-19: Does financial literacy matter?’, Journal of Behavioral and Experimental Economics, 94, p.  
101751.  
23. Chuc, A. T., Li, W., Phi, N. T. M., Le, Q. T., Yoshino, N., & Taghizadeh-Hesary, F. (2022). The necessity  
of financial inclusion for enhancing the economic impacts of remittances. Borsa Istanbul Review, 22(1),  
47-56.  
24. Cull, R., Cull, R. J., Demirgüç-Kunt, A., & Morduch, J. (Eds.). (2013). Banking the world: empirical  
foundations of financial inclusion. MIT Press.  
25. Cull, R., Ehrbeck, T. and Holle, N. (2014) Financial Inclusion and Development: Recent Impact  
Evidence (English). CGAP Focus note; no. 92. Washington, DC: World Bank Group.  
26. Cupák, A. and Fessler, P. (2021) ‘Gender differences in risky asset behavior: The importance of self-  
confidence and financial literacy’, Finance Research Letters, 42, p. 101880.  
27. Dakhlia, S., Diallo, B. and Temimi, A. (2021) ‘Financial inclusion and ethnic development: Evidence  
from satellite light density at night’, Journal of Behavioral and Experimental Finance, 29, p. 100455.  
28. Damra, Y., Yasin, S., & Albaity, M. (2023). “Trust but verify” financial inclusion in the MENA  
region. Borsa Istanbul Review.  
29. Daud, S. N. M. (2023). Financial inclusion, economic growth, and the role of digital technology. Finance  
Research Letters, 53, 103602.  
Page 9788  
INTERNATIONAL JOURNAL OF RESEARCH AND INNOVATION IN SOCIAL SCIENCE (IJRISS)  
ISSN No. 2454-6186 | DOI: 10.47772/IJRISS | Volume IX Issue X October 2025  
30. Demirgüc-Kunt, A., Klapper, L., (2012a). Financial Inclusion in Africa. An Overview (Policy Research  
Working Paper No. 6088). The World Bank, Washington, DC.  
31. Demirgüc-Kunt, A., and Klapper, L. (2013) Measuring financial inclusion: Explaining variation in use  
of financial services across and within countries. Brookings Papers on Economic Activity 2013(1): 279–  
340.  
32. Demirgüc-Kunt, A., Klapper, L., Singer, D., Van Oudheusden, P., (2015). The Global Findex Database  
2014. Measuring Financial Inclusion Around the World (Policy Research Working Paper No. 7255). The  
World Bank, Washington, DC.  
33. Demirgüç-Kunt, A. et al. (2018) ‘Saving, credit, and Financial Resilience’, The Global Findex Database  
2017: Measuring Financial Inclusion and the Fintech Revolution, pp. 6984.  
34. Duan, D., & Liu, K. (2023). Do financial inclusion, natural resources and green innovation affect the  
Sustainable Environment in Resource Rich Economies. Resources Policy, 86, 104190.  
35. Duvendack, M. and Mader, P. (2020) ‘Impact of financial inclusion in low‐ and middle‐income countries:  
A systematic review of reviews’, Journal of Economic Surveys, 34(3), pp. 594–629.  
36. Fakher, H.A., Panahi, M., Emami, K., Peykarjou, K., Zeraatkish, S.Y., (2021). New insight into  
examining the role of financial development in economic growth effect on a composite environmental  
quality index. Environ. Sci. Pollut. Res. 28 (43), 6109661114.  
37. Fareed, Z., Rehman, M. A., Adebayo, T. S., Wang, Y., Ahmad, M., & Shahzad, F. (2022). Financial  
inclusion and the environmental deterioration in Eurozone: the moderating role of innovation  
activity. Technology in Society, 69, 101961.  
38. Frączek, B., & Urbanek, A. (2021). Financial inclusion as an important factor influencing digital  
payments in passenger transport: A case study of EU countries. Research in Transportation Business &  
Management, 41, 100691.  
39. Gallego-Losada, M.-J., Montero-Navarro, A. and Gallego-Losada, R. (2023) ‘Digital Financial  
Inclusion. visualizing the academic literature’, Research in International Business and Finance, 64, p.  
101862.  
40. Gao, M. (2023). Role of financial inclusion and natural resources for green economic recovery in  
developing economies. Resources Policy, 83, 103537.  
41. Ghosh, S. and Vinod, D. (2017) ‘What Constrains Financial Inclusion for women? evidence from Indian  
Micro Data’, World Development, 92, pp. 60–81.  
42. Grohmann, A., Hübler, O., Kouwenberg, R., & Menkhoff, L. (2021). Financial literacy: Thai middle-  
class women do not lag behind. Journal of Behavioral and Experimental Finance, 31, 100537.  
43. Grohmann, A., Klühs, T., & Menkhoff, L. (2018). Does financial literacy improve financial inclusion?  
Cross country evidence. World Development, 111, 84-96.  
44. Grzybowski, L., Lindlacher, V., & Mothobi, O. (2023). Mobile money and financial inclusion in Sub-  
Saharan Africa. Information Economics and Policy, 65, 101064.  
45. Gutiérrez-Romero, R. and Ahamed, M. (2021) ‘Covid-19 response needs to broaden financial inclusion  
to curb the rise in poverty’, World Development, 138, p. 105229.  
46. Hajilee, M., Stringer, D. Y., & Metghalchi, M. (2017). Financial market inclusion, shadow economy and  
economic growth: New evidence from emerging economies. The Quarterly Review of Economics and  
Finance, 66, 149-158.  
47. Hodžić, S., Šikić, T. F., & Dogan, E. (2023). Green environment in the EU countries: The role of financial  
inclusion, natural resources, and energy intensity. Resources Policy, 82, 103476.  
48. Huang, W., Gu, X., Lin, L., Alharthi, M., & Usman, M. (2023). Do financial inclusion and income  
inequality matter for human capital? Evidence from sub-Saharan economies. Borsa Istanbul  
Review, 23(1), 22-33.  
49. Hussain, M., Lin, Y., & Wang, Y. (2023). Measures to achieve carbon neutrality: what is the role of  
energy structure, infrastructure, and financial inclusion. Journal of Environmental Management, 325,  
116457.  
50. Hussain, S., Akbar, M., Gul, R., Shahzad, S. J. H., & Naifar, N. (2023). Relationship between financial  
inclusion and carbon emissions: International evidence. Heliyon, 9(6).  
51. Hussain, S., Gul, R., & Ullah, S. (2023). Role of financial inclusion and ICT for sustainable economic  
development in developing countries. Technological Forecasting and Social Change, 194, 122725.  
Page 9789  
INTERNATIONAL JOURNAL OF RESEARCH AND INNOVATION IN SOCIAL SCIENCE (IJRISS)  
ISSN No. 2454-6186 | DOI: 10.47772/IJRISS | Volume IX Issue X October 2025  
52. Hussain, S., Gul, R., Ullah, S., Waheed, A., & Naeem, M. (2023). Empirical nexus between financial  
inclusion and carbon emissions: Evidence from heterogeneous financial economies and  
regions. Heliyon, 9(3).  
53. Kabakova, O., & Plaksenkov, E. (2018). Analysis of factors affecting financial inclusion: Ecosystem  
view. Journal of business Research, 89, 198-205.  
54. Karlan, D., Ratan, A.L. and Zinman, J. (2014) Savings by and for the poor: a research review and agenda.  
Review of Income and Wealth 60(1): 3678.  
55. Kass-Hanna, J., Lyons, A.C. and Liu, F. (2022) ‘Building Financial Resilience Through Financial and  
digital literacy in South Asia and Sub-Saharan Africa’, Emerging Markets Review, 51, p. 100846.  
56. Kempson, E., Atkinson, A., & Pilley, O. (2004). “Policy level response to financial exclusion in  
developed economies: lessons for developing countries”, Report of Personal Finance Research Centre,  
University of Bristol, UK.  
57. Khan, S., Murshed, M., Ozturk, I., Khudoykulov, K., (2022). The roles of energy efficiency  
improvement, renewable electricity production, and financial inclusion in stimulating environmental  
sustainability in the next eleven countries. Renew. Energy 193, 11641176.  
58. Khan, Z., Haouas, I., Trinh, H. H., Badeeb, R. A., & Zhang, C. (2023). Financial inclusion and energy  
poverty nexus in the era of globalization: Role of composite risk index and energy investment in  
emerging economies. Renewable Energy, 204, 382-399.  
59. Kim, D. W., Yu, J. S., & Hassan, M. K. (2018). Financial inclusion and economic growth in OIC  
countries. Research in International Business and Finance, 43, 1-14.  
60. Kouladoum, J. C., Wirajing, M. A. K., & Nchofoung, T. N. (2022). Digital technologies and financial  
inclusion in Sub-Saharan Africa. Telecommunications Policy, 46(9), 102387.  
61. Lashitew, A. A., van Tulder, R., & Liasse, Y. (2019). Mobile phones for financial inclusion: What explain  
the diffusion of mobile money innovations? Research Policy, 48(5), 1201-1215.  
62. Law, S. H., Khair-Afham, M. M., & Trinugroho, I. (2023). Financial inclusion and economic uncertainty  
in developing countries: The role of digitalization. Economic Analysis and Policy, 79, 786-806.  
63. Le, T. H., Chuc, A. T., & Taghizadeh-Hesary, F. (2019). Financial inclusion and its impact on financial  
efficiency and sustainability: Empirical evidence from Asia. Borsa Istanbul Review, 19(4), 310-322.  
64. Le, T. H., Le, H. C., & Taghizadeh-Hesary, F. (2020). Does financial inclusion impact CO2 emissions?  
Evidence from Asia. Finance Research Letters, 34, 101451.  
65. Lee, C. C., Chen, P. F., & Chu, P. J. (2023). Green recovery through financial inclusion of mobile  
payment: a study of low-and middle-income Asian countries. Economic Analysis and Policy, 77, 729-  
747.  
66. Lee, C. C., Wang, C. W., & Ho, S. J. (2020). Financial inclusion, financial innovation, and firms’ sales  
growth. International Review of Economics & Finance, 66, 189-205.  
67. Lee, C. C., Wang, C. W., & Ho, S. J. (2022). Financial aid and financial inclusion: Does risk uncertainty  
matter? Pacific-Basin Finance Journal, 71, 101700.  
68. Li, J., Li, Q. and Wei, X. (2020) ‘Financial Literacy, household portfolio choice and investment return’,  
Pacific-Basin Finance Journal, 62, p. 101370.  
69. Li, N., & Wu, D. (2023). Nexus between natural resource and economic development: How green  
innovation and financial inclusion create sustainable growth in BRICS region? Resources Policy, 85,  
103883.  
70. Liu, J., Loan, V. T. K., Mousa, S., Ali, A., Muda, I., & Cong, P. T. (2023). Sustainability and natural  
resources management in developed countries: The role of financial inclusion and human  
development. Resources Policy, 80, 103143.  
71. Lu, W., Niu, G. and Zhou, Y. (2021) ‘Individualism and financial inclusion’, Journal of Economic  
Behavior & Organization, 183, pp. 268288.  
72. Mani, M., (2016). Financial inclusion in South AsiaRelative standing, challenges, and initiatives.  
South Asian Surv. 23 (2), 158179  
73. Marcelin, I., Sun, W., Teclezion, M., & Junarsin, E. (2022). Financial inclusion and bank risk-taking:  
The effect of information sharing. Finance Research Letters, 50, 103182.  
74. Martin, K.D., and Hill, R.P. (2015) Saving and well-being at the base of the pyramid: implications for  
transformative financial services delivery. Journal of Service Research 18(3): 405421.  
Page 9790  
INTERNATIONAL JOURNAL OF RESEARCH AND INNOVATION IN SOCIAL SCIENCE (IJRISS)  
ISSN No. 2454-6186 | DOI: 10.47772/IJRISS | Volume IX Issue X October 2025  
75. Mehrotra, A. N., & Yetman, J. (2015). Financial inclusion-issues for central banks. BIS Quarterly Review  
March.  
76. Morgan, P., & Pontines, V. (2014). Financial stability and financial inclusion.  
77. Mouna, A. and Anis, J. (2017) ‘Financial Literacy in Tunisia: Its determinants and its implications on  
investment behavior’, Research in International Business and Finance, 39, pp. 568–577.  
78. Mukalayi, N. M., & Inglesi-Lotz, R. (2023). Digital financial inclusion and energy and environment:  
global positioning of sub-Saharan African countries. Renewable and Sustainable Energy Reviews, 173,  
113069.  
79. Murshed, M., Ahmed, R., Al-Tal, R. M., Kumpamool, C., Vetchagool, W., & Avarado, R. (2023).  
Determinants of financial inclusion in South Asia: The moderating and mediating roles of internal  
conflict settlement. Research in International Business and Finance, 64, 101880.  
80. Murshed, M., Apergis, N., Alam, M.S., Khan, U., Mahmud, S., (2022). The impacts of renewable energy,  
financial inclusivity, globalization, economic growth, and urbanization on carbon productivity: evidence  
from net moderation and mediation effects of energy efficiency gains. Renew. Energy 196, 824838.  
81. Musah, M., Gyamfi, B. A., Kwakwa, P. A., & Agozie, D. Q. (2023). Realizing the 2050 Paris climate  
agreement in West Africa: the role of financial inclusion and green investments. Journal of  
Environmental Management, 340, 117911.  
82. Mushtaq, R., & Bruneau, C. (2019). Microfinance, financial inclusion, and ICT: Implications for poverty  
and inequality. Technology in Society, 59, 101154.  
83. Niankara, I., & Islam, A. R. M. (2023). The impact of B2P electronic payroll and G2P digital welfare on  
formal financial inclusion in the global open economy. Journal of Open Innovation: Technology, Market,  
and Complexity, 9(2), 100034.  
84. Niankara, I. and Traoret, R.I. (2023). ‘The Digital Payment-Financial Inclusion Nexus and payment  
system innovation within the global open economy during the COVID-19 pandemic’, Journal of Open  
Innovation: Technology, Market, and Complexity, 9(4), p. 100173.  
85. Nkoa, B. E. O., & Song, J. S. (2020). Does institutional quality affect financial inclusion in Africa? A  
panel data analysis. Economic Systems, 44(4), 100836.  
86. Ong, H. B., Wasiuzzaman, S., Chong, L. L., & Choon, S. W. (2023). Digitalization and financial  
inclusion of lower middle-income ASEAN. Heliyon, 9(2).  
87. Ouma, S. A., Odongo, T. M., & Were, M. (2017). Mobile financial services and financial inclusion: Is it  
a boon for savings mobilization? Review of development finance, 7(1), 29-35.  
88. Owen, A. L., & Pereira, J. M. (2018). Bank concentration, competition, and financial inclusion. Review  
of development finance, 8(1), 1-17.  
89. Ozili, P. K. (2018). Impact of digital finance on financial inclusion and stability. Borsa Istanbul  
Review, 18(4), 329-340.  
90. Ozturk, I., & Ullah, S. (2022). Does digital financial inclusion matter for economic growth and  
environmental sustainability in OBRI economies? An empirical analysis. Resources, Conservation and  
Recycling, 185, 106489.  
91. Oz-Yalaman, G. (2019). Financial inclusion and tax revenue. Central Bank Review, 19(3), 107-113.  
92. Ozili, P. K. (2018). Impact of digital finance on financial inclusion and stability. Borsa Istanbul Review,  
18(4), 329340.  
93. Ozili, P.K. (2020). Theories of Financial Inclusion. ERN: Other Monetary Economics: Financial System  
& Institutions (Topic).  
94. Pal, M., Gupta, H., Joshi, Y.C., (2021). Social and economic empowerment of women through financial  
inclusion: empirical evidence from India. Equal., Divers. Incl. 41 (2), 294305.  
95. Potrich, A.C. et al. (2015) ‘Financial literacy in southern Brazil: Modeling and invariance between  
genders’, Journal of Behavioral and Experimental Finance, 6, pp. 1–12.  
96. Renzhi, N., & Baek, Y. J. (2020). Can financial inclusion be an effective mitigation measure? evidence  
from panel data analysis of the environmental Kuznets curve. Finance Research Letters, 37, 101725.  
97. Rink, U., Walle, Y.M. and Klasen, S. (2021) ‘The Financial Literacy Gender Gap and the Role of  
Culture’, The Quarterly Review of Economics and Finance, 80, pp. 117–134.  
98. Said, R., & Acheampong, A. O. (2023). Financial inclusion and energy poverty reduction in sub-Saharan  
Africa. Utilities Policy, 82, 101567.  
Page 9791  
INTERNATIONAL JOURNAL OF RESEARCH AND INNOVATION IN SOCIAL SCIENCE (IJRISS)  
ISSN No. 2454-6186 | DOI: 10.47772/IJRISS | Volume IX Issue X October 2025  
99. Saqib, N., Ozturk, I., & Usman, M. (2023). Investigating the implications of technological innovations,  
financial inclusion, and renewable energy in diminishing ecological footprints levels in emerging  
economies. Geoscience Frontiers, 14(6), 101667.  
100. Sen, K. K., Karmaker, S. C., Hosan, S., Chapman, A. J., Uddin, M. K., & Saha, B. B. (2023). Energy  
poverty alleviation through financial inclusion: Role of gender in Bangladesh. Energy, 282, 128452.  
101. Shah, S. Q. A., Waris, U., Ahmed, S., Agyekum, E. B., Hussien, A. G., Kamal, M., & Kamel, S. (2023).  
What is the role of remittance and education for environmental pollution? Analyzing in the presence of  
financial inclusion and natural resource extraction. Heliyon.  
102. Shaikh, A. A., Glavee-Geo, R., Karjaluoto, H., & Hinson, R. E. (2023). Mobile money as a driver of  
digital financial inclusion. Technological Forecasting and Social Change, 186, 122158.  
103. She, C. et al. (2023) ‘What happened in Covid to conflict: Re-examination of Financial Inclusion and  
green development nexus in China Natural Resource Sector’, Resources Policy, 87, p. 104280.  
104. Shen, Y., Hu, W., & Hueng, C. J. (2021). Digital financial inclusion and economic growth: a cross-  
country study. Procedia computer science, 187, 218-223.  
105. Singh, A. K., Raza, S. A., Nakonieczny, J., & Shahzad, U. (2023). Role of financial inclusion, green  
innovation, and energy efficiency for environmental performance? Evidence from developed and  
emerging economies in the lens of sustainable development. Structural Change and Economic  
Dynamics, 64, 213-224.  
106. Stewart, R., van Rooyen, C., Dickson, K., Majoro, M. and DeWet, T. (2010) What is the impact of  
microfinance on poor people? A Systematic review of evidence from Sub-Saharan Africa. Technical  
Report, EPPI-Centre, Social Science Research Unit, University of London.  
107. Sukumaran K., (2020). Financial Markets and Consumer protection Indian Experience 4(9)  
International Journal of Scientific Research in Engineering and Management  
108. Sun, S., & Tu, Y. (2023). Impact of financial inclusion on the urban-rural income gapBased on the  
spatial panel data model. Finance Research Letters, 53, 103659.  
109. Tay, L.-Y., Tai, H.-T. and Tan, G.-S. (2022) ‘Digital Financial Inclusion: A gateway to sustainable  
development’, Heliyon, 8(6).  
110. Telukdarie, A., & Mungar, A. (2023). The Impact of Digital Financial Technology on Accelerating  
Financial Inclusion in Developing Economies. Procedia Computer Science, 217, 670-678.  
111. Tinta, A. A. (2023). Education puzzle, financial inclusion, and energy substitution: Growth  
Scales. Energy Policy, 175, 113391.  
112. Úbeda, F., Mendez, A., & Forcadell, F. J. (2023). The sustainable practices of multinational banks as  
drivers of financial inclusion in developing countries. Finance Research Letters, 51, 103278.  
113. United Nations,  
(2016).  
Building Inclusive Financial Sectors for  
Development.  
18 April 2023).  
114. UNSGSA  
(2021).  
The  
Imperative  
of  
Financial  
Inclusion.  
Retrieved  
from  
115. Van Kien, P., Ou, J. P., Sadiq, M., Nguyen, T. T. H., Huy, P. Q., & Tran, T. K. (2023). What role do  
financial inclusion, green trade and natural resources utilization play in ASEAN economic growth:  
evidence from post COVID era? Resources Policy, 85, 103884.  
116. Vong, J., Song, I., (2015). Microfinance and gender equality in Indonesia. Emerging Technologies for  
Emerging Markets. Springer, Singapore, pp. 3553.  
117. Wellalage, N. H., Hunjra, A. I., Manita, R., & Locke, S. M. (2021). Information communication  
technology and financial inclusion of innovative entrepreneurs. Technological Forecasting and Social  
Change, 163, 120416.  
118. World Bank. (2014). Global financial development report 2014: Financial inclusion. World Bank  
119. Xu, X. (2020). Trust and financial inclusion: A cross-country study. Finance Research Letters, 35,  
101310.  
120. Yan, Y. and Qi, S. (2021) ‘Childhood matters: Family education and financial inclusion’, Pacific-Basin  
Finance Journal, 65, p. 101489.  
121. Yang, X., Huang, Y. and Gao, M. (2022) ‘Can Digital Financial Inclusion Promote Female  
Entrepreneurship? Evidence and mechanisms’, The North American Journal of Economics and Finance,  
63, p. 101800  
Page 9792  
INTERNATIONAL JOURNAL OF RESEARCH AND INNOVATION IN SOCIAL SCIENCE (IJRISS)  
ISSN No. 2454-6186 | DOI: 10.47772/IJRISS | Volume IX Issue X October 2025  
122. Yu, L. et al. (2021) ‘Adverse impacts of declining financial and health literacy in old age’, The American  
Journal of Geriatric Psychiatry, 29(11), pp. 11291139.  
123. Zaidi, S. A. H., Hussain, M., & Zaman, Q. U. (2021). Dynamic linkages between financial inclusion and  
carbon emissions: evidence from selected OECD countries. Resources, Environment and  
Sustainability, 4, 100022.  
124. Zeraibi, A., Jahanger, A., Adebayo, T. S., Ramzan, M., & Yu, Y. (2023). Greenfield investments,  
economic complexity, and financial inclusion-environmental quality nexus in BRICS Countries: Does  
renewable energy transition matter? Gondwana Research, 117, 139-154.  
125. Zheng, C., & Chen, H. (2023). Revisiting the linkage between financial inclusion and energy  
productivity: Technology implications for climate change. Sustainable Energy Technologies and  
Assessments, 57, 103275.  
126. Zins, A., & Weill, L. (2016). The determinants of financial inclusion in Africa. Review of development  
finance, 6(1), 46-57.  
Page 9793