... and Shenzhen Stock Exchanges for the period 2011–2020 using regression analysis to test hypothesised relationships. Findings A firm’s centrality in the supply chain network is positively related to its digital transformation, and that the firm’s structural holes and the level of network partners...

... Revitalization Plan in response to the global financial crisis as a natural experiment with a sample of Chinese listed firms from 2001 to 2017. Findings The findings show that a major environmental turbulence can facilitate firm innovation, and firms that occupy central positions in the interlock network...

... hierarchical regressions. Findings First, this paper finds that a region’s network centrality can promote its innovation capability. Second, a structural hole can positively adjust the relationship between a region’s centrality and innovation capability. Third, a region’s indirect connections can inhibit...