Modeling of Farm Credit Access Determinants: Empirical Evidence from old Alluvial zone of West Bengal

Modern farming has shifted from a simple act of tending the soil to a capital-intensive enterprise where success often depends on access to money. Seeds, fertilizers, machinery, and hired labor all require upfront cash that many small-scale farmers do not have in their own pockets. To bridge this gap, they turn to credit, or loans, which can come from formal institutions like banks and cooperatives, or from informal sources like local moneylenders and friends. The availability of this money acts as a switch; when it arrives on time and at a fair cost, it allows farmers to upgrade their methods and move from merely surviving to thriving. However, when this credit is missing, expensive, or difficult to obtain, farming activities can stall, leaving the most vulnerable growers trapped in a cycle of subsistence. Understanding who gets this money, who is left out, and why, is essential for improving rural economies.

In the old alluvial zone of West Bengal, specifically within the Dakshin Dinajpur district, researchers set out to map this landscape of financial access. They focused on rice farmers, a group central to the region's agriculture, to see how different factors influenced their ability to secure loans. The team gathered information from two hundred farmers across ten villages, splitting them into two distinct groups: one hundred who had successfully borrowed money from formal institutions, and one hundred who had not. By comparing these two groups, the researchers aimed to uncover the specific characteristics that determined whether a farmer could walk into a bank and walk out with a loan, or whether they were forced to rely on other, often more expensive, sources of funding.

The investigation revealed a stark divide in how farmers accessed money. Among those who borrowed from formal institutions, the primary source was the Primary Agricultural Credit Cooperative Society, which provided loans to eighty-one percent of the borrowers. Commercial banks and regional rural banks played smaller roles, while private banks were rarely used. In contrast, the farmers who did not have access to these formal channels turned almost exclusively to professional moneylenders, who accounted for seventy-six percent of their borrowing. These informal lenders often charge much higher interest rates, a reality that can weigh heavily on farmers who lack the collateral or paperwork required by banks. The study found that the size of a farmer's land played a crucial role in this split. Marginal farmers, those with the smallest plots, surprisingly showed a higher tendency to access institutional credit compared to their larger counterparts, largely because their lower income and savings made them more dependent on external help. However, when looking at the broader picture of inequality, the data showed that access to credit varied significantly across different farm sizes, with a measurable gap in who could secure funds and who could not.

To understand the mechanics behind these decisions, the researchers analyzed the personal and economic traits of the farmers. They found that age was a powerful factor; older farmers were far more likely to secure loans, likely because they possessed accumulated experience and established relationships with lending institutions. Similarly, owning a larger piece of land acted as a strong magnet for credit, as land serves as security for the loan. Perhaps most significantly, being a member of a cooperative society or having a clear awareness of how credit systems work dramatically increased a farmer's chances of getting a loan. Farmers who knew the procedures and had a membership card were much more successful in navigating the system. Conversely, the perception of high interest rates acted as a major barrier; when farmers believed the cost of borrowing was too steep, they were significantly less likely to seek out formal credit, regardless of their need.

The study concludes that while agricultural credit is a vital tool for development, its distribution is not uniform. The ability to secure a loan is not just about needing money; it is deeply tied to a farmer's age, the size of their land, their membership in local groups, and their knowledge of the financial system. The findings suggest that simply making loans available is not enough. To ensure that the most deprived farmers can redirect their agricultural activities toward better outcomes, institutions must address the specific hurdles that keep smallholders out. This means enhancing rural facilities and ensuring that the path to credit is clear, affordable, and accessible to those who need it most, rather than remaining a privilege for the few.