Exploring data envelopment analysis for measuring collaborated innovation efficiency of small and medium-sized enterprises in Korea

•Collaboration is efficient in research and development, not in commercialization.•Efficiency of research and development increases with the technology intensity.•The joint-oriented collaboration is efficient in research and development phase.•The adoption-oriented collaboration is efficient in commercialization phase.