“…This lack of capitalization reduces the informativeness of accounting book values in explaining market values (e.g., Lev and Zarowin, 1999). In an attempt to resolve this problem, researchers in economics and finance estimate the off-balance sheet intangible capital with accumulated flows of R&D (Bernstein and Nadiri, 1988;Chan, Lakonishok, and Sougiannis, 2001;Hirshleifer, Hsu, and Li, 2013), SG&A (Eisfeldt andPapanikolaou, 2013, 2014;Belo, Lin, and Vitorino, 2014), or both (Falato, Kadyrzhanova, and Sim, 2013;Peters and Taylor, 2017).…”