This study employs the meta-SFA and panel data analysis to investigate the impact of identifiable intangibles (excluding goodwill) on the bank’s efficiency and efficiency convergence among 4 areas: the EU, US, JP, and CN. Our work focuses on 609 commercial banks from 2012 to 2021, which...