Comparative Analysis of Agricultural Credit Access in Rural Households Across Regions

Thesis Abstract

This study investigates the tertiary question of how access to agricultural credit varies among rural households across regions, and the implications for productivity, investment, and rural livelihoods. The problem addressed is persistent regional heterogeneity in credit access, which constrains farm investment, risk management, and technology adoption in low-income rural communities. The aim is to compare determinants and outcomes of agricultural credit access across regions to identify policy-relevant drivers and barriers, with specific objectives to (1) map the distribution of formal and informal credit sources by region; (2) quantify the impact of credit access on input intensification, irrigation adoption, and yield growth; (3) examine socio-economic and institutional factors shaping access, including collateral requirements, interest rates, and repayment terms; (4) test regional differences in the credit-usage–productivity relationship; and (5) propose region-specific policy recommendations to improve financial inclusion for smallholders. The methodological approach employs a cross-sectional comparative design integrating quantitative and qualitative strands. The population comprises rural farming households in four geographically diverse regions, with a sampling frame drawn from national agricultural census lists. A stratified random sampling technique yields a total sample of 1,200 households (300 per region), ensuring representation across farm sizes, crop portfolios, and market orientations. Data collection combines structured household surveys (including modules on credit access, loan terms, asset ownership, input usage, and productivity indicators) and in-depth interviews with 40 financial service providers and 40 farmer leaders to capture institutional context and perceptions of credit markets. Instrument validity is enhanced through pre-testing in two pilot regions and reliability assessed via Cronbach’s alpha for multi-item scales measuring credit accessibility, financial literacy, and trust in formal banking institutions. Data analysis unfolds in three stages descriptive statistics to profile regional credit landscapes; econometric estimation using multivariate regression and Heckman selection models to address sample selection bias in credit uptake; and region-specific ANOVA and post-hoc tests to detect differential effects of credit access on productivity outcomes. A conceptual framework drawing on the Theory of Access (ribot and rotor) and the Financial Inclusion Ecosystem is applied to interpret results, with structural equation modeling (SEM) employed to assess mediating pathways between credit access, investment choices (e.g., fertilizers, improved seeds, irrigation), and yield responses. Qualitative data from interviews are analyzed thematically using a framework approach to elucidate institution-specific barriers and enabling conditions. The anticipated findings indicate significant regional variation in formal credit penetration, with downstream effects on input intensity, irrigation adoption, and crop diversification. It is expected that regions with deeper financial inclusion and lower collateral demands will exhibit higher adoption of credit-financed inputs and corresponding productivity gains, while regions with higher interest-rate spreads and rigid repayment schedules will show minimal credit impact due to credit rationing. The analysis should reveal mediating effects of financial literacy, trust in financial institutions, and perceived risk, explaining why similar loan amounts yield different productivity outcomes across regions. The study aims to contribute to knowledge by integrating formal and informal lending dynamics into a coherent regional comparative framework and by identifying how institutional design and policy environments shape credit-driven growth in smallholder agriculture. The study’s contributions include (i) a robust cross-regional benchmark of agricultural credit access, (ii) causal inferences about how credit terms and access channels influence investment and yields, (iii) evidence on barriers to inclusion and mechanisms through which they operate, and (iv) policy guidance for region-specific interventions, such as collateral reform, credit guarantee schemes, extension-integrated financial education, and targeted digitization of credit delivery. The main conclusion is that equitable credit access across regions is pivotal to enabling productive investments and resilience among rural households, but effective policy requires tailoring to regional financial infrastructures and socio-economic contexts. Recommendations emphasize expanding inclusive credit lines for smallholders, simplifying loan products, enhancing financial literacy programs, and fostering public–private partnerships to harmonize credit risk assessment with agricultural realities.