Equity Investing in the Age of Intangibles

References

• Aboody, David, and Baruch Lev. 1998. “The Value Relevance of Intangibles: The Case of Software Capitalization.” Journal of Accounting Research, vol. 36 (Supplement: Studies on Enhancing the Financial Reporting Model): 161–91 https://doi.org/10.2307/2491312.
   Web of Science ®Google Scholar
• Ahmed, Kamran, and Haim Falk. 2006. “The Value Relevance of Management’s Research and Development Reporting Choice: Evidence from Australia.” Journal of Accounting and Public Policy, vol. 25, no. 3: 231–64 https://doi.org/10.1016/j.jaccpubpol.2006.03.002.
   Google Scholar
• Amenc, Noel, Felix Goltz, and B. Luyten. 2020. “Intangible Capital and the Value Factor: Has Your Value Definition Just Expired?” Journal of Portfolio Management, vol. 46, no. 7: 83–99 https://doi.org/10.3905/jpm.2020.1.161.
   Web of Science ®Google Scholar
• Angelopoulos, Georgios, Daniel Giamouridis, and Orestes Vlismas. 2012. “Inferring the Value of Intangible Assets.” Working paper (1 March). Available at https://ssrn.com/abstract=1786285. https://doi.org/10.2139/ssrn.1786285.
   Google Scholar
• Arnott, R. D., C. R. Harvey, V. Kalesnik, and J. T. Linnainmaa. 2021. “Reports of Value’s Death May Be Greatly Exaggerated.” Financial Analysts Journal, vol. 77, no. 1: 44–67.
   Web of Science ®Google Scholar
• Barth, Mary, Michael B. Clement, George Foster, and Ron Kasznik. 1998. “Brand Values and Capital Market Valuation.” Review of Accounting Studies, vol. 3, no. 1-2: 41–68 https://doi.org/10.1023/A:1009620132177.
   Google Scholar
• Barth, Mary E., Ken Li, and Charles G. McClure. 2018. “Evolution in Value Relevance of Accounting Information.” Working paper, Stanford Graduate School of Business (May).
   Google Scholar
• Bonacchi, Massimiliano, Kalin Kolev, and Baruch Lev. 2015. “Customer Franchise—A Hidden, Yet Crucial, Asset.” Contemporary Accounting Research, vol. 32, no. 3: 1024–49 https://doi.org/10.1111/1911-3846.12095.
   Web of Science ®Google Scholar
• Brown, S., K. Lo, and T. Lys. 1999. “Use of R2 in Accounting Research: Measuring Changes in Value Relevance over the Last Four Decades.” Journal of Accounting and Economics, vol. 28, no. 2: 83–115 https://doi.org/10.1016/S0165-4101(99)00023-3.
   Web of Science ®Google Scholar
• Bublitz, B., and M. Ettredge. 1989. “The Information in Discretionary Outlays: Advertising, Research and Development.” Accounting Review, vol. 64, no. 1: 108–24.
   Web of Science ®Google Scholar
• Ciftci, Mustafa, Masako Darrough, and Raj Mashruwala. 2014. “Value Relevance of Accounting Information for Intangible-Intensive Industries and the Impact of Scale: The US Evidence.” European Accounting Review, vol. 23, no. 2: 199–226 https://doi.org/10.1080/09638180.2013.815124.
   Web of Science ®Google Scholar
• Collins, Daniel W., Edward L. Maydew, and Ira S. Weiss. 1997. “Changes in the Value-Relevance of Earnings and Book Values over the Past Forty Years.” Journal of Accounting and Economics, vol. 24, no. 1: 39–67 https://doi.org/10.1016/S0165-4101(97)00015-3.
   Web of Science ®Google Scholar
• Core, John E., Wayne R. Guay, and Andrew Van Buskirk. 2003. “Market Valuations in the New Economy: An Investigation of What Has Changed.” Journal of Accounting and Economics, vol. 34, no. 1-3: 43–67 https://doi.org/10.1016/S0165-4101(02)00087-3.
   Web of Science ®Google Scholar
• Corrado, C. A., C. R. Hulten, and D. Sichel. 2005. “Measuring Capital and Technology: An Expanded Framework.” In Measuring Capital in a New Economy edited byHaltiwanger, John C., Carol Corrado, and Daniel E. Sichel: 11–45Chicago: University of Chicago Press https://doi.org/10.7208/chicago/9780226116174.003.0002.
   Google Scholar
• Crouzet, Nicolas, and Janice C. Eberly. 2019. “Understanding Weak Capital Investment: The Role of Market Concentration and Intangibles.” NBER Working Paper 25869 (May) https://doi.org/10.3386/w25869.
   Google Scholar
• Dahmash, Firas N., Robert B. Durand, and John Watson. 2009. “The Value Relevance and Reliability of Reported Goodwill and Identifiable Intangible Assets.” British Accounting Review, vol. 41, no. 2: 120–37 https://doi.org/10.1016/j.bar.2009.03.002.
   Google Scholar
• Darrough, Masako, and Jianming Ye. 2007. “Valuation of Loss Firms in a Knowledge-Based Economy.” Review of Accounting Studies, vol. 12, no. 1: 61–93 https://doi.org/10.1007/s11142-006-9022-z.
   Web of Science ®Google Scholar
• Edmans, Alex. 2011. “Does the Stock Market Fully Value Intangibles? Employee Satisfaction and Equity Prices.” Journal of Financial Economics, vol. 101, no. 3: 621–40 https://doi.org/10.1016/j.jfineco.2011.03.021.
   Web of Science ®Google Scholar
• Eisfeldt, Andrea L., and Dimitris Papanikolaou. 2013. “Organization Capital and the Cross-Section of Expected Returns.” Journal of Finance, vol. 68, no. 4: 1365–406 https://doi.org/10.1111/jofi.12034.
   Web of Science ®Google Scholar
• Fraser, Ian, Heather Tarbert, and Kai Hong Tee. 2009. “Do the Financial Statements of Intangible-Intensive Companies Hold Less Information Content for Investors.” Applied Financial Economics, vol. 19, no. 17: 1433–38 https://doi.org/10.1080/09603100902902212.
   Google Scholar
• Goodwin, John, and Kamran Ahmed. 2006. “Longitudinal Value Relevance of Earnings and Intangible Assets: Evidence from Australian Firms.” Journal of International Accounting, Auditing and Taxation, vol. 15, no. 1: 72–91 https://doi.org/10.1016/j.intaccaudtax.2006.01.005.
   Google Scholar
• Govindarajan, Vijay, Shivaram Rajgopal, Anup Srivastava, and Ye Wang. 2019. ““R&D Spending Has Dramatically Surpassed Advertising Spending.” Harvard Business Review20 (May) https://hbr.org/2019/05/rd-spending-has-dramatically-surpassed-advertising-spending .
   Google Scholar
• Gu, Lifeng. 2016. “Product Market Competition, R&D Investment, and Stock Returns.” Journal of Financial Economics, vol. 119, no. 2: 441–55 https://doi.org/10.1016/j.jfineco.2015.09.008.
   Web of Science ®Google Scholar
• Israel, R., K. Laursen, and Scott A. Richardson. 2020. “Is (Systematic) Value Investing Dead.” Working paper, AQR Capital Management (8 May).
   Google Scholar
• Jaafar, Hartini. 2011. “Accounting for Intangible Assets, Firm Life Cycle and the Value Relevance of Intangible Assets.” Doctoral dissertation, University of Tasmania.
   Google Scholar
• Joos, Peter, and George A. Plesko. 2005. “Valuing Loss Firms.” Accounting Review, vol. 80, no. 3: 847–70 https://doi.org/10.2308/accr.2005.80.3.847.
   Web of Science ®Google Scholar
• Lee, Jangwook, and Jiyoon Lee. 2020. “Mispricing or Risk Premium? An Explanation of the R&D-to-Market Anomaly.” Working paper (7 October). Available at https://ssrn.com/abstract=3706541 .
   Google Scholar
• Lev, Baruch, and Feng Gu. 2016. The End of Accounting and the Path Forward for Investors and Managers. Hoboken, NJ:: John Wiley & Sons https://doi.org/10.1002/9781119270041.
   Google Scholar
• Lev, Baruch, and S. Radhakrishnan. 2005. “The Valuation of Organization Capital.” In Measuring Capital in a New Economy edited byHaltiwanger, John C., Carol Corrado, and Daniel E. Sichel: 73–99Chicago: University of Chicago Press.
   Google Scholar
• Lev, Baruch, and Theodore Sougiannis. 1996. “The Capitalization, Amortization, and Value Relevance of R&D Outlays.” Journal of Accounting and Economics, vol. 21, no. 1: 107–38 https://doi.org/10.1016/0165-4101(95)00410-6.
   Web of Science ®Google Scholar
• Lev, Baruch, and Anup Srivastava. 2019. “Explaining the Demise of Value Investing.” Working paper, NYU Stern School of Business (25 October) https://doi.org/10.2139/ssrn.3442539.
   Google Scholar
• Li, Feifei. 2020. “Intangibles: The Missing Ingredient in Book Value.” Working paper, Research Affiliates (2 November). Available at https://ssrn.com/abstract=3686595. https://doi.org/10.2139/ssrn.3686595.
   Google Scholar
• Ohlson, J. A.. 1995. “Earnings, Book Values and Dividends in Equity Valuation.” Contemporary Accounting Research, vol. 11, no. 2: 661–87 https://doi.org/10.1111/j.1911-3846.1995.tb00461.x.
   Google Scholar
• Oliveira, Lídia, Lúcia L. Rodrigues, and Russell Craig. 2010. “Intangible Assets and Value Relevance: Evidence from the Portuguese Stock Exchange.” British Accounting Review, vol. 42, no. 4: 241–52 https://doi.org/10.1016/j.bar.2010.08.001.
   Google Scholar
• Oswald, Dennis, Ana Simpson, and Paul Zarowin. 2017. “The Information Benefits of R&D Capitalization.” Working paper (13 April). Available at https://ssrn.com/abstract=2952388. https://doi.org/10.2139/ssrn.2952388.
   Google Scholar
• Pantzalis, C., and J. C. Park. 2009. “Equity Market Valuation of Human Capital and Stock Returns.” Journal of Banking & Finance, vol. 33, no. 9: 1610–23 https://doi.org/10.1016/j.jbankfin.2009.03.008.
   Web of Science ®Google Scholar
• Peters, R., and L. Taylor. 2017. “Intangible Capital and the Investment-q Relation.” Journal of Financial Economics, vol. 123, no. 2: 251–72 https://doi.org/10.1016/j.jfineco.2016.03.011.
   Web of Science ®Google Scholar
• Ritter, A., and A. Wells. 2006. “Identifiable Intangible Asset Disclosures, Stock Prices and Future Earnings.” Accounting and Finance, vol. 46, no. 5: 843–63 https://doi.org/10.1111/j.1467-629X.2006.00190.x.
   Web of Science ®Google Scholar
• Sen, Pranab Kumar. 1968. “Estimates of the Regression Coefficient Based on Kendall’s Tau.” Journal of the American Statistical Association, vol. 63, no. 324: 1379–89 https://doi.org/10.1080/01621459.1968.10480934.
   Web of Science ®Google Scholar
• Shah, Syed Zulfiqar Ali, and Saeed Akbar. 2008. “Value Relevance of Advertising Expenditure: A Review of the Literature.” International Journal of Management Reviews, vol. 10, no. 4: 303–25.
   Web of Science ®Google Scholar
• Shah, Syed Zulfiqar Ali, Andrew Stark, and Saeed Akbar. 2009. “The Value Relevance of Major Media Advertising Expenditures: Some U.K. Evidence.” International Journal of Accounting, vol. 44, no. 2: 187–206 https://doi.org/10.1016/j.intacc.2009.03.004.
   Google Scholar
• Silva, Rita A.. 2012. “Equity Valuation Using Accounting Numbers in High and Low Intangible-Intensive Industries.” Dissertation, Católica Lisbon School of Business and Economics, Lisbon, Portugal.
   Google Scholar
• Smith, Dean T., Majella Percy, and Gordon D. Richardson. 2001. “Discretionary Capitalization of R&D: Evidence on the Usefulness in an Australian and Canadian Context.” Advances in International Accounting, vol. 14: 15–46 https://doi.org/10.1016/S0897-3660(01)14004-3.
   Google Scholar
• Theil, H.. 1950. “A Rank-Invariant Method of Linear and Polynomial Regression Analysis. I, II, III.” Proceedings of the Nederl Akad Wetensch Indag Math, vol. 53: 386–92: 521–25: 1397–412.
   Google Scholar
• Tronconi, Claudia, and Giuseppe Vittucci Marzetti. 2011. “Organization Capital and Firm Performance. Empirical Evidence for European Firms.” Economics Letters, vol. 112, no. 2: 141–43 https://doi.org/10.1016/j.econlet.2011.04.004.
   Web of Science ®Google Scholar
• World Bank2019. “Data Catalog: 2018 GDP Ranking.” https://datacatalog.worldbank.org/dataset/gdp-ranking Accessed 17 December 2019.
   Google Scholar
• Zar, J. H.. 1999. Biostatistical AnalysisFourth editionUpper Saddle River, NJ: Prentice-Hall.
   Google Scholar
• Zhao, Ronald. 2002. “Relative Value Relevance of R&D Reporting: An International Comparison.” Journal of International Financial Management and Accounting, vol. 13, no. 2: 153–74 https://doi.org/10.1111/1467-646X.00082.
   Google Scholar