“…Using a host of proxies (such as manipulated accruals, manipulated operating income, real earnings management, accrual profit estimation error and other indicators) to capture the level of earnings quality, and adopting the Heckman model to control for self-selection problems, they find robust evidence that the earnings quality of RM-listed firms is poorer than that of IPO-listed companies. Similar to Chen and Soileau (2014), Pollard (2015) finds that RM-listed firms exhibit lower financial reporting quality than IPO-listed firms, with the difference being attenuated by the presence of institutional investors in RM-listed firms. Furthermore, Chen, Ke, Wu and Yang (2016), Chen, Cheng, Lin, Lin and Xiao (2016) focus on how geographical location, auditor quality and the presence of equity financing affect the earnings quality of US RM-listed companies.…”