Diminishing marginal returns from R&D investment: evidence from manufacturing firms

This study analyses the association between R&D Investment (RDI) and growth opportunities and show that there exists diminishing marginal returns in manufacturing firms. Extant literature has found that besides R&D investment, systematic risk, financial leverage and complementary asset investment are also associated with growth opportunities. Accordingly, we employ structural equation modelling to simultaneously estimate both a direct influence of RDI as well as indirect influences of RDI on growth opportunities via these three mediating effects. We find that the direct effect of incremental RDI on growth opportunities is independent of R&D intensity. Instead, the heterogeneous effects of RDI on systematic risk, financial leverage and complementary asset investment across firms with different R&D intensity level accounts for the diminishing marginal returns to R&D investment. We specifically observe that the greatest indirect effect is via the financial leverage of the firm. This study shows the importance of accounting for the interdependencies in R&D investment.

[1]  Excess Returns to R&D-Intensive Firms , 2002 .

[2]  Isaac Fox,et al.  Asset specificity, firm heterogeneity and capital structure , 1993 .

[3]  Sundar G. Bharadwaj,et al.  Information Technology Effects on Firm Performance as Measured by Tobin's q , 1999 .

[4]  Hardy M. Thomas,et al.  UK Evidence on the Market Valuation of Research and Development Expenditures , 1996 .

[5]  A. E. Innes Business Statistics by Example , 1975 .

[6]  E. Fama,et al.  Risk, Return, and Equilibrium: Empirical Tests , 1973, Journal of Political Economy.

[7]  Sanjay Kallapur,et al.  The Association Between Investment Opportunity Set Proxies and Realized Growth , 1999 .

[8]  Toni M. Whited Debt, liquidity constraints, and corporate investment: evidence from panel data , 1992 .

[9]  René M. Stulz,et al.  Leverage, Investment, and Firm Growth , 1994 .

[10]  Josef Lakonishok,et al.  The Stock Market Valuation of Research and Development Expenditures , 1999 .

[11]  T. Devinney New Products Over the Business Cycle , 1990 .

[12]  Graham K. Morbey,et al.  R&D: Its relationship to company performance , 1988 .

[13]  Manfred Perlitz,et al.  Real options valuation: the new frontier in R&D project evaluation? , 1999 .

[14]  Elisa Ughetto,et al.  Does Internal Finance Matter for R&D? New Evidence from a Panel of Italian Firms , 2008 .

[15]  J. A. Miles GROWTH OPTIONS AND THE REAL DETERMINANTS OF SYSTEMATIC RISK , 1986 .

[16]  Jonathan O'Brien,et al.  The capital structure implications of pursuing a strategy of innovation , 2003 .

[17]  Anant K. Sundaram,et al.  An empirical analysis of strategic competition and firm values The case of R&D competition , 1996 .

[18]  R. Banz,et al.  The relationship between return and market value of common stocks , 1981 .

[19]  C. Yap,et al.  Size, Leverage, Concentration, and R&D Investment in Generating Growth Opportunities , 2006 .

[20]  Lorne N. Switzer,et al.  The stock market's valuation of R&D spending and market concentration , 1992 .

[21]  J. Busby,et al.  Real Options In Practice: An Exploratory Survey Of How Finance Officers Deal With Flexibility In Capital Appraisal , 1997 .

[22]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[23]  C. Prahalad,et al.  The Core Competence of the Corporation , 1990 .

[24]  Laura B. Cardinal,et al.  A Longitudinal Study of the Impact of R&D, Patents, and Product Innovation on Firm Performance , 2010 .

[25]  Yew Kee Ho,et al.  R&D investment and systematic risk , 2004 .

[26]  B. Lev,et al.  The capitalization, amortization, and value-relevance of R&D , 1996 .

[27]  Hemantha S. B. Herath,et al.  ECONOMIC ANALYSIS OF R&D PROJECTS: AN OPTIONS APPROACH , 1999 .

[28]  M. C. Jensen,et al.  Harvard Business School; SSRN; National Bureau of Economic Research (NBER); European Corporate Governance Institute (ECGI); Harvard University - Accounting & Control Unit , 1976 .

[29]  R. Nelson Why do firms differ, and how does it matter? , 1991 .

[30]  Daniel W. Russell,et al.  Maladaptive Perfectionism as a Mediator and Moderator Between Adult Attachment and Depressive Mood. , 2004 .

[31]  D. Teece Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy , 1993 .

[32]  José David Vicente-Lorente,et al.  Specificity and opacity as resource‐based determinants of capital structure: evidence for Spanish manufacturing firms , 2001 .

[33]  S. P. Kothari,et al.  Another Look at the Cross-section of Expected Stock Returns , 1995 .

[34]  David A. Wyrick Applying the Theory of Entropy to Practice , 1991 .

[35]  Karel Cool,et al.  Asset stock accumulation and sustainability of competitive advantage , 1989 .

[36]  S. Myers Determinants of corporate borrowing , 1977 .

[37]  Ben S. Branch,et al.  Mispricing vs risk premia in R&D-intensive firms , 2010 .

[38]  Dennis C. Mueller,et al.  Industrial Research and Development, Intangible Capital Stocks, and Firm Profit Rates , 1978 .

[39]  Halvard E. Nystrom,et al.  Decreasing Returns to Shareholders From R&D Spending in the Computer Industry , 2001 .

[40]  Christian Lundblad,et al.  The Risk Return Tradeoff in the Long-Run: 1836-2003 , 2004 .

[41]  Sheridan Titman,et al.  The Determinants of Capital Structure Choice , 1988 .

[42]  Hean Tat Keh,et al.  The effects of R&D and advertising on firm value: an examination of manufacturing and nonmanufacturing firms , 2005, IEEE Transactions on Engineering Management.

[43]  Todd R. Zenger,et al.  Explaining Organizational Diseconomies of Scale in R&D: Agency Problems and the Allocation of Engineering Talent, Ideas, and Effort by Firm Size , 1994 .

[44]  O. Williamson Corporate Finance and Corporate Governance , 1988 .

[45]  Jerry J. Weygandt,et al.  Amortization Policy For Advertising And Research And Development Expenditures , 1985 .

[46]  B. Byrne Testing for Multigroup Invariance Using AMOS Graphics: A Road Less Traveled , 2004 .