IntroductionIndustrial output plays a central role in regional economic development, particularly in emerging economies undergoing structural transformation. This study examines the determinants, dynamic persistence, and future trajectory of industrial output in Henan Province, China, and evaluates the usefulness of dynamic panel models for forecasting regional industrial development.MethodsA county level balanced panel dataset covering Henan Province from 2010 to 2020 was analyzed. Industrial o