Performance dynamics of primary agricultural credit societies in Kerala a multi dimensional approach

Abstract

Primary Agricultural Credit Societies (PACS) constitute the foundational tier ofIndia’s cooperative credit structure and play a critical role in rural financialintermediation. Despite operating within a relatively uniform regulatory andinstitutional framework in Kerala, PACS exhibit persistent heterogeneity in financialperformance, raising concerns regarding sustainability, efficiency, and governance.This study examines the performance dynamics of PACS in Kerala through amultidimensional analytical framework, treating profitability not as an isolatedaccounting outcome but as a systemic manifestation of underlying structuralconditions. Using audited secondary data obtained from the Cooperative AccountingManagement Information System (CAMIS), the study analyses a purposively selectedlongitudinal sample of persistently profit-making and persistently loss-making PACSover a five-year period. The research develops and empirically validates a compositeperformance framework—GLOSP—integrating growth, liquidity, operationalefficiency, and solvency as core structural dimensions, while treating profitability asan outcome variable.The empirical strategy combines descriptive diagnostics, Z-score standardisation,composite index construction, mean difference testing, panel regression modelling,and binary choice estimation. The findings demonstrate that PACS performance isinherently multidimensional and cannot be explained by isolated financial indicators.Cross-sectional models indicate that operational efficiency and liquidity arecomparatively associated with profitability variation; however, panel estimationsreveal that no single dimension independently explains within-institution profitabilityover time. These results suggest that cooperative sustainability emerges from theinteraction of structural financial conditions rather than from dominant individualpredictors.The GLOSP composite index enables the classification of institutions intodifferentiated performance categories and facilitates a quadrant-based evaluationcombining structural strength and profitability status. The analysis reveals thatstructural capacity and short-term profitability may diverge due to institutionalconstraints, timing effects, and managerial factors. The study concludes that uniformrevival and recapitalisation strategies are insufficient to address institutionalheterogeneity and that diagnostic, multidimensional monitoring frameworks areessential for sustainable cooperative governance.By advancing a structured composite performance model and empiricallydemonstrating the systemic nature of cooperative sustainability, the study contributesconceptually, methodologically, and policy-wise to the literature on cooperativefinance and rural financial institutions.