Field research stations are vital for environmental science in Uganda, providing a platform for monitoring and studying ecological systems. A mixed-method approach combining econometric techniques with qualitative assessments was employed. Panel Data Analysis (PDA) was used to estimate cost-effectiveness ratios (CERs) across different research stations in Uganda. Panel data analysis revealed that Station X offered the lowest CER, indicating it provided the most cost-effective environmental monitoring services among all evaluated stations. The findings suggest that strategic investments should be directed towards maintaining or enhancing Station X to maximise resource utilization and ecological research outcomes. Future studies should consider incorporating additional variables such as station age and community engagement into the PDA model for a more comprehensive cost-effectiveness evaluation. Panel Data Analysis, Cost-Effectiveness, Field Research Stations, Environmental Monitoring, Uganda The empirical specification follows $Y=\beta_0+\beta^\top X+\varepsilon$, and inference is reported with uncertainty-aware statistical criteria.