Abstract:
Agricultural land conversion (ALC) increasingly threatens the economic viability of agricultural cooperatives by reducing arable land, weakening production capacity, and diminishing member participation. This study examines how cooperatives respond toALC and how these responses shape financial sustainability through a Systematic Literature Review (SLR) and meta-analysis. The review draws on a dataset of 52 peer-reviewed studies published between 2004 and 2023, which together constitute the empirical foundation for the analysis. Using a structured protocol, the study synthesizes global evidence on strategic responses and estimates their aggregated effects through a random-effects meta-analytical model. The findings reveal six dominant response categories: diversification of activities, intensification of production, value-chain integration, technological innovation, land consolidation, and policy advocacy. Technological innovation demonstrates the strongest positive association with income stability (β = 0.465, p < 0.001), while diversification emerges as the most widely adopted strategy across contexts. Regional patterns are also evident: cooperatives in Africa rely more heavily on diversification and member-capacity strengthening, whereas those in Asia, Europe, and North America tend to emphasize technological upgrading, vertical integration, and land-use regulation. These patterns underscore the contextual nature of adaptation under land-use pressure. Overall, the study finds that all six strategies positively influence financial sustainability, though their relative effectiveness depends on local institutional, ecological, and policy conditions. The meta-analysis further highlights the central role of institutional capacity and governance quality in enhancing the success of cooperative adaptation, even where land pressures are severe. The study concludes that agricultural cooperatives are not merely reactive to land conversion but active agents capable of deploying strategic responses that reinforce long-term financial sustainability. Strengthening innovation capacity, promoting context-appropriate diversification, and improving institutional support systems are therefore critical for safeguarding cooperative viability in rapidly transforming landscapes.