The purpose of this study is to examine equilibrium relationships and dynamic causality between economic growth (measured as GDP), exports, and imports in Jordan using time-series data between 1976 and 2021. In particular, this research attempts to determine exports-led growth, imports-led growth, growth-led exports, and growth-led imports in both the short-run and long-run. The four time-series datasets, GDP, merchandise exports, merchandise imports, and gross capital formation, were examined using the Dickey–Fuller unit root tests, the Phillips–Perron unit root test, and the Johansen’s trace tests for cointegration. The dynamic properties of the VAR(1) were summarized using Granger causality tests and impulse response functions. The test results showed that the impulse response functions indicated that there might be some short-run relationships among our datasets. The Johansen cointegration tests suggested that the series were not cointegrated, and hence there were no long-term relationships among the time series. It appeared that in the short-run, both GDP and gross capital formation Grangerly caused merchandise exports. A unit shock in merchandise exports, merchandise imports, and gross capital formation caused very small fluctuating responses from GDP, merchandise exports, merchandise imports, and gross capital in the short-run, and the responses approached zero in the long-run.

This paper presents a comprehensive analysis of key financial indicators influencing the operational efficiency of banks in Jordan over the period 2006 to 2021. The study, focusing on fifteen commercial banks, employs seven regression models to assess the impact of selected variables on bank operating efficiency. Our findings reveal novel insights with substantial contributions to banking practice. We identify a statistically significant influence of both bank-specific factors and temporal effects, demonstrating the nuanced dynamics shaping the operational efficiency of Jordanian banks. Notably, a positive and significant correlation is established between the operating efficiency ratio and return on assets, bank size, and the ratio of loan loss provisions to net interest income, providing valuable strategic guidance for effective management. Conversely, a significant negative relationship is observed between the operating efficiency ratio and the total expense ratio, underscoring the critical importance of careful cost management. No significant associations are found between the operating efficiency ratio and credit risk, the equity-to-asset ratio, the deposit-to-liability ratio, and the equity-to-liability ratio. This study makes a unique contribution by shedding light on these previously unexplored correlations, offering actionable insights for enhancing operational efficiency in the banking sector. Additionally, our research advocates for the Central Bank of Jordan (CBJ) to persist in adaptive policy measures, which are crucial for ongoing banking reforms and improved monitoring practices. Based on our empirical findings, these recommendations aim to fortify the resilience and adaptability of Jordan’s banking sector, contributing both academically and practically. Importantly, they reinforce the symbiotic link between a stable banking sector and sustained economic development in Jordan.