“…Following the relevant literature (e.g., Chen et al, 2018; Clarkson et al, 2008, 2019; Li et al, 2020; Lins et al, 2017; Poursoleyman, Mansourfar, Homayoun, et al, 2022; Ting, 2021; Zhang et al, 2020), we include several control variables, including cash balances ( Cash ), firm size ( Size ), property, plant and equipment ( PPE ), financial leverage or debt ratio ( FinLev ), firm age ( Age ), research and development intensity ( R&DInt ), capital expenditure ( CapExp ), and selling, general, and administrative expenditure ( SGAExp ). These variables are defined in the Appendix A.…”