Measuring the Intellectual Capital of Italian listed companies
Abstract
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The study applies a holistic market-based approach, focused on the market-to-book ratio (MtB), to investigate the relationship between this ratio and potential determinants of the value of IC. Included in the determinants are intangible assets, as defined by IAS 38. This study employs the market-capitalization approach which measures IC value as the difference between the company’s market capitalization and its book value, assuming that a positive (latent) firm IC value occurs where the MtB ratio is greater than 1. This approach is applied to the reporting practices of Italian companies, as evidenced in their official annual reports, in order to assess the visibility of intangible assets (IA) and the extent to which they explain the value of IC (Lev and Zambon, 2003). According to conservative and prudential accounting conventions, several factors may give rise to a mismatch between IC and IA, including: only partial alignment of accounting categories with IC terminology; the limited recognition of R&D expenses and internality generated intangibles as accounting assets; the retrospective character of valuation; and the virtual absence of “human capital” in conventional statements. However, even if such factors were to be removed from the firm-level valuation of IA, and the value of each asset could be explained using its market-value, the sum of these values will not capture the “holistic effect” of interactions between IC components which typically generate an overall value which is greater than the aggregate value of single estimates. Therefore, this study examines the relationship between MtB ratios, where they are greater than unity, and selected determinants drawn from the existing literature, including intangible assets, firm profitability, firm age, firm size, and so on, consistent with Morariu (2014), Goebel (2015), and Cheng and Liu (2015). Our empirical study is conducted for a panel of 148 Italian companies listed on the Milan Stock Exchange at the end of 2013, and draws upon annual reports for the financial years 2009-2013. We estimate a logistic regression model, in which the dichotomous dependent variable is given the value 1 if the firm MtB ratio exceeds 1, against independent variables including total and individual intangible assets, ROA, size, age, leverage, concentrated and family ownership, auditing, and industry type. Our results indicate a positive and moderately significant association between positive MtB and total intangible assets, a finding that is not consistent with Goebel (2015) who finds no association between LRVTB value (an MtB variant) and intangible assets. We argue that this result may be attributed both to the limitations of conventional accounting measures but also to investors perceiving a value for firms greater than the sum of the value of each intangible asset recognized in the financial statements (that is the “holistic effect” of interactions among individual intangible assets). Further, we find a significant positive relationship between positive MtB and firm profitability (ROA). Finally, we find that IC value is significantly higher for firms which engage a Big 4 auditor. Thus, we argue that the balance sheet book value for such firms reflects greater conservatism in recognition criteria according to IAS 38, and less earnings management, than in firms audited by a non-Big 4 auditor. Moreover, the resulting significant negative relationships between the MtB ratio and firm age and size suggest that younger and smaller firms are able to implement more effective strategies of investment in intangible assets in order to create firm value (that is, IC value). Other factors that we find not to be significantly associated with IC value include leverage, recognized R&D expenses, patents and trademarks, goodwill, concentrated and family ownership, and industry membership.
Parole chiave
Intellectual capital value measures, Italian listed companies, intangible assets
ISSN: 1971-5293
ISSNe: 2283-3374
Esperienze d'Impresa, Reg. Tribunale Salerno n. 875 del 3/11/1993