Innovation, Trade Openness, and Green Finance: Drivers of Industrial Performance Across Countries

Abstract

This study examines the determinants of industrial competitiveness by analyzing the roles of energy efficiency, economic development, trade openness, research and development, foreign direct investment, renewable energy, green finance, and capital formation within a unified empirical framework. Grounded in endogenous growth theory, industrial organization theory, and environmental sustainability perspectives, the study explores how economic, technological, and environmental factors jointly influence industrial performance across countries. The analysis is based on panel data obtained from the World Bank, covering multiple economies over the study period. A dynamic panel data methodology is employed, beginning with panel unit root tests to determine stationarity properties, followed by Pedroni, Kao, and Westerlund cointegration tests to confirm long-run relationships among variables. The autoregressive distributed lag model and cross-sectionally augmented autoregressive distributed lag approach are then applied to capture both short-run dynamics and long-run equilibrium effects while accounting for cross-sectional dependence and heterogeneity. The findings provide strong evidence of a stable long-run relationship between industrial competitiveness and its determinants. Research and development, foreign direct investment, and gross domestic product per capita exert positive and statistically significant effects, emphasizing the importance of innovation, capital inflows, and economic scale in enhancing industrial performance. Trade openness demonstrates mixed effects, reflecting its dual role in promoting efficiency while exposing domestic industries to external competition. Energy efficiency exhibits a nuanced relationship, with positive effects in some models and negative or insignificant impacts in others, indicating the presence of short-term adjustment costs alongside long-term benefits. The results also confirm strong persistence in industrial competitiveness and significant adjustment toward long-run equilibrium. Overall, the study highlights the importance of integrating innovation, financial development, and sustainable energy strategies to strengthen industrial competitiveness in an increasingly interconnected global economy.