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Business Correspondents (BCs) for Advancing Financial Inclusion: A Customer-Centric Study for Analyzing the performance of BC’s Operations

This empirical study of 400 customers in Kerala, India, utilizes Structural Equation Modeling to reveal that while Business Correspondents are preferred for financial services, their operations currently fall short of achieving full financial inclusion due to significant gaps in availability, accessibility, awareness, and affordability.

Original authors: Muhammed Shafi M K

Published 2026-10-26
📖 5 min read🧠 Deep dive

Original authors: Muhammed Shafi M K

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

In the vast landscape of modern economics, a quiet revolution has been taking place, not in the glass towers of city banks, but in the small, often unassuming shops of rural villages. For decades, a significant portion of the population in countries like India remained outside the formal financial system, unable to open savings accounts, secure loans, or receive government pensions because the nearest bank branch was miles away. To bridge this gap, governments and banks introduced the Business Correspondent model. Think of these correspondents as mobile bank branches: local agents equipped with digital devices who travel to remote areas to offer basic banking services, acting as a vital link between the unbanked and the formal financial world. The goal is simple yet profound: to ensure that every citizen, regardless of where they live, has access to affordable and usable financial tools, a concept known as financial inclusion. When people can save securely and access credit, they are better equipped to lift themselves out of poverty and build stable lives. However, simply deploying these agents is not enough; the true measure of success lies in whether the people they are meant to serve actually understand, trust, and use these services.

A recent study conducted by Muhammed Shafi M K at the National Institute of Technology Warangal set out to examine exactly how well this model is working in the state of Kerala, India. Kerala is an interesting place for such an investigation because it is already a leader in financial inclusion, having achieved near-universal bank account coverage under a major government initiative. Despite this high level of success, the researcher wanted to look closer at the Business Correspondents themselves to see if they were truly meeting the needs of their customers. The study focused on four key pillars that determine whether financial inclusion works: availability (are the services there?), accessibility (can people reach them easily?), affordability (are they cheap enough?), and awareness (do people know what services exist?). To gather the truth, the researcher surveyed 400 customers who had used these services across three districts in Kerala: Malappuram, Kozhikode, and Ernakulam. The survey asked these individuals about their experiences, their knowledge of the services offered, and how easy or difficult they found it to use the Business Correspondents.

The data revealed a mixed picture of reality. While the Business Correspondents are present and active, their impact is not as deep or widespread as one might hope. The survey showed that out of the 400 people asked, fewer than half had actually opened a bank account through a Business Correspondent. While many used the agents for simple tasks like transferring money or clearing identity paperwork, very few utilized them for more complex or life-changing services. For instance, only 42 people out of the 400 had accessed pension schemes through these agents, and only 32 had purchased insurance. This suggests that while the agents are good at handling basic transactions, they are not yet fully integrated into the broader financial lives of the people they serve. The study found that customers generally had a moderate level of awareness about what these agents could do, but this knowledge did not automatically translate into using the services more frequently or for more diverse needs.

When the researcher analyzed the relationships between these factors using advanced statistical methods, a surprising finding emerged. The study tested whether a customer's awareness of the services directly influenced how accessible or affordable they felt those services were. The results showed no significant link between these factors. In other words, simply knowing that a service exists does not necessarily make a customer feel that the service is easy to reach or cheap enough to use. Similarly, the study found that the mere presence of these agents did not guarantee that customers would feel confident using them for everything from savings to investments. The data suggests that the Business Correspondent model in Kerala is functioning, but it is lagging behind in achieving full financial inclusion. The agents are not failing to show up; rather, they are not yet being used to their full potential by the community.

The conclusion drawn from this research is that the current model needs a strategic shift. Because Kerala already has high levels of formal banking coverage, the researcher suggests that Business Correspondents should not be spread out everywhere in a blanket approach. Instead, they should be deployed selectively in areas where there is a genuine, unmet need. Furthermore, the existing network of agents, particularly those operating through the well-known Akshaya E-Centers, should be upgraded to offer a wider range of advanced services. Instead of just handling basic transactions, these centers could become hubs for pensions, insurance, and investment opportunities. By expanding the scope of what these agents offer and targeting them more precisely, the system can move beyond basic banking to provide the kind of comprehensive financial freedom that allows individuals from all walks of life to improve their standard of living. The study confirms that while the foundation is strong, the next level of financial inclusion requires more than just presence; it requires a deeper, more tailored connection between the service provider and the customer.

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