How does managerial ability affect R&D efficiency of emerging-economy high-tech enterprises

Numerous publications have discussed the nexus between managerial ability (MA) and innovation capability; however, regarding the hi-tech enterprises in transition economies, the nexus between MA and R&D efficiency will be discussed in depth. Considering the data from high-tech listed companies A-shares in Mainland China in 2012–2017, the data envelopment analysis (DEA) window, Tobit panel model, and panel threshold model is utilised to analyse the direct, moderating effects and threshold effect of MA on R&D efficiency of China's high-tech enterprises. The findings illustrated that MA could significantly facilitate R&D efficiency, and this enhancement effect is interestingly more evident in state-owned enterprises. Enterprise ownership exerts a significant positive moderation effect between MA and R&D efficiency of China's hi-tech enterprises. Both equity incentive and salary incentive exerts a significant negative moderation effect between MA and R&D efficiency of China's hi-tech enterprises. In addition, the panel threshold model proved a nonlinear nexus between MA and its R&D efficiency. Based on the abovementioned findings, corresponding countermeasures are proposed.