Field research stations in Ghana have been established to study various aspects of physics, including optical phenomena. These stations are pivotal for conducting experiments and collecting data that can inform policy and technological advancements. A mixed-method approach combining qualitative insights with quantitative analysis via panel data regression models will be employed. Panel data from multiple years at various stations will be analysed to estimate cost-effectiveness indices, with robust standard errors accounting for within-station correlation. The preliminary findings suggest that station B in the Upper East Region has shown a significant reduction in per-unit experiment costs by 15% compared to Station A in the Greater Accra Area, indicating potential resource optimization strategies. This study underscores the importance of continuous evaluation and adaptation of field research station systems to enhance their cost-effectiveness and operational efficiency for future physics research endeavors. Based on the findings, it is recommended that additional resources be allocated to stations with underperforming cost-effectiveness ratios, particularly those in remote regions where optimal resource distribution requires further investigation. The empirical specification follows $Y=\beta_0+\beta^\top X+\varepsilon$, and inference is reported with uncertainty-aware statistical criteria.