“…The institutional environment in China varies across regions because different regions are moving towards a market-oriented economy at different paces (Chen, Firth, Gao, & Rui, 2006;Lai, McNelis, & Yan, 2013). Prior literature documents that regional marketization plays an essential role in affecting the financial practices of Chinese firms, including capital structure (Li, Wang, Cheung, & Jiang, 2011;Li, Yue, & Zhao, 2009), corporate fraud (Chen et al, 2006), dividend payouts (Chen, Jian, & Xu, 2009), investment comovement (Chen et al, 2017), foreign direct investment (Du, Lu, & Tao, 2008) and so forth.…”