Beef cattle systems are central to the economy of northern Australia, yet their productivity and profitability remain highly variable. Improving system performance requires understanding the long-term drivers of production and efficiency under extensive grazing conditions. This study analysed socio-economic and environmental determinants of beef cattle production (offtake) and total factor productivity (TFP) in northern Australia using time series data from 1990 to 2024 and Panel Vector Error Correction Models (PVECM). The production model identified positive long-run relationships with branding rate, total labour use, and farm business debt, and negative relationships with area operated, farm capital, non-farm income, farm liquid assets, and rainfall. The negative association between rainfall and production reflects the measurement of production as annual offtake, where favourable seasons may encourage herd rebuilding and breeder retention. Production did not significantly adjust to deviations from long-run equilibrium, indicating strong biological persistence, whereas factor inputs exhibited substantial adjustment behaviour. The TFP model revealed two cointegrating relationships. Total factor productivity was positively associated with livestock contract costs and rainfall, and negatively associated with non-farm income, farm liquid assets, and farm business debt. In contrast to production, productivity responded significantly to disequilibrium, with financial variables playing a central role in restoring long-run equilibrium following shocks. Overall, the results demonstrate that reproductive efficiency and labour are dominant drivers of beef production, while long-run productivity is shaped by the interaction of financial structure and climatic variability. These findings highlight the importance of integrated management strategies that strengthen reproductive performance and financial resilience to enhance sustainable productivity in northern Australian beef systems.