“…Our data show that, if a researcher wishes to investigate the Italian capital market, which is the smallest in our study but one of the largest in the EU, they will estimate AAs for only 43% of the potentially available observations using the 2SICy approach. In response, either an industry classification wider than the two-digit SIC code is used to estimate the accruals models cross-sectionally (e.g., Athanasakou et al, 2009;Gore et al, 2007;Lapointe-Antunes, Cormier, Magnan, & Gay-Angers, 2006;Lehmann, 2016;Sáenz González & García-meca, 2014;Saleh & Ahmed, 2005;Simpson, 2013;Van Tendeloo & Vanstraelen, 2008) or alternative techniques are employed to identify AAs (e.g., Capalbo, Frino, Mollica, & Palumbo, 2014;DeFond & Park, 2001;Francis & Wang, 2008;Ittonen, Johnstone, & Myllymäki, 2015;Jansen, Ramnath, & Yohn, 2012;Zerni, Haapamäki, Järvinen, & Niemi, 2012).…”