“…We included five control variables, namely firm size, firm profitability, firm age, firm R&D intensity, and firm advertising expense in our research as they may be related to firms’ operational efficiency and innovativeness (Bellamy et al., 2014; Cohen and Levinthal, 1990; Kortmann et al., 2014; Kwong and Norton, 2007; Wu et al., 2010). We measured firm size as the natural logarithm of a firm’s sales (Bardhan et al., 2013; Hendricks et al., 2009), firm profitability as a firm’s return on assets (Chizema et al., 2015; Mukherji et al., 2011), firm age as the natural logarithm of the number of years since a firm’s founding (Bellamy et al., 2014; Vandaie and Zaheer, 2014), firm R&D intensity as a firm’s R&D expenditures over sales (Ba et al., 2013; Bardhan et al., 2013), and firm advertising expense as the natural logarithm of a firm’s spending on advertising (Lou, 2014; Pirinsky and Wang, 2006). We also included year (2006–2011) and industry (two‐digit SIC codes) dummies in our research to control for any unobservable time‐ and industry‐specific effects.…”