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The impact of country-level corporate governance on research and development

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Abstract

We investigate the process through which country-level corporate governance facilitates firm-level investment in research and development (R&D). Taking cash flow as one of the main determinants of R&D, we derive an econometric model that introduces a number of corporate governance factors (legal protection, financial system, and control mechanisms) to analyze their impact on R&D-cash flow sensitivity. Using data from nine European Union countries, Japan, and the United States, we show that R&D at the firm level is less sensitive to internal cash flow in countries with effective investor protection, developed financial systems, and strong corporate control mechanisms. Specifically, our analysis suggests that the characteristics of the corporate governance system that facilitate R&D are a common law legal environment, minority shareholder protection, strong law enforcement, a bank-based financial system, effective board control, and a strong market for corporate control. This evidence points to corporate governance as a key element in R&D investment, and contributes to the debate on whether country-level corporate governance systems can facilitate R&D projects and, indirectly, promote economic growth.

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Notes

  1. The extent to which country-level corporate governance and firm-level governance interact is still uncertain. Collecting firm-level corporate governance information for many of the companies in our sample is difficult, because of differences in the quality of disclosure across countries. However, a relation between country-level and firm-level corporate governance is likely, although whether they act in a complementary fashion or as substitutes is still to be ascertained. Pay-performance sensitivity is an example (for an overview of executive compensation and corporate practices, see Faulkender, Kadyrzhanova, Prabhala, & Senbet, 2010). Given that R&D investment can dampen profitability in the short run, poorly governed firms with short-term sales targets may delay R&D (especially when cash flow is low) to ensure that performance measures are not affected. In such a situation, both the level of R&D and its sensitivity of cash flow will be affected (see Du & Choi, 2010, for the impact of Western pay-performance practices in China, a country with lower levels of development).

  2. We focus on cash flow because of the wealth of research that finds it to be of importance in R&D investment. However, other variables have also been shown to be influential. For example, Brown et al. (2009) and Brown and Petersen (2009) identify external equity as an important driver.

  3. The empirical framework is general enough to allow any number of moderating factors. Although the focus of our study is on country-level corporate governance, other variables, such as accounting standards (e.g., IASB, GAAP, local), political links, and private vs publicly traded status could be considered.

  4. We use long-term debt because most of the arguments in agency theory are related to this type of debt (see, e.g., Miguel & Pindado, 2001).

  5. High ownership concentration is defined as higher than the median percentage of ownership by the three largest shareholders in the 10 largest nonfinancial, privately owned domestic firms.

  6. These countries are Ireland, the Netherlands, the United Kingdom, and the United States. The classification coincides with that of market-based countries, with the exception of Ireland.

  7. To avoid a huge number of dummy variables in the model, we use the most general industrial classification system.

References

  • Aghion, P., & Howitt, P. 1992. A model of growth through creative destruction. Econometrica, 60 (2): 323–351.

    Article  Google Scholar 

  • Aghion, P., Bond, S., Klemm, A., & Marinescu, I. 2004. Technology and financial structure: Are innovative firms different? Journal of the European Economic Association, 2 (2–3): 277–288.

    Article  Google Scholar 

  • Alonso-Borrego, C., & Arellano, M. 1999. Symmetrically normalized instrumental-variable estimation using panel data. Journal of Business and Economic Statistics, 17 (1): 36–49.

    Google Scholar 

  • Arellano, M., & Bond, S. 1991. Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies, 58 (194): 277–297.

    Article  Google Scholar 

  • Arellano, M., & Bover, O. 1995. Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68 (1): 29–51.

    Article  Google Scholar 

  • Ascioglu, A., Hegde, S. P., & McDermott, J. B. 2008. Information asymmetry and investment–cash flow sensitivity. Journal of Banking & Finance, 32 (6): 1036–1048.

    Article  Google Scholar 

  • Bae, S. C., & Kim, D. 2003. The effect of R&D investments on market value of firms: Evidence from the US, Germany, and Japan. Multinational Business Review, 11 (3): 51–75.

    Article  Google Scholar 

  • Beck, T., & Levine, R. 2002. Industry growth and capital allocation: Does having a market- or bank-based system matter? Journal of Financial Economics, 64 (2): 147–180.

    Article  Google Scholar 

  • Beck, T., Levine, R., & Loayza, N. 2000a. Finance and the sources of growth. Journal of Financial Economics, 58 (1–2): 261–300.

    Article  Google Scholar 

  • Beck, T., Levine, R., & Loayza, N. 2000b. Financial intermediation and growth: Causality and causes. Journal of Monetary Economics, 46 (1): 31–77.

    Article  Google Scholar 

  • Berglöf, E., & Perotti, E. 1994. The governance structure of the Japanese financial keiretsu. Journal of Financial Economics, 36 (2): 259–284.

    Article  Google Scholar 

  • Bianco, M., Jappelli, T., & Pagano, M. 2005. Courts and banks: Effects of judicial enforcement on credit markets. Journal of Money, Credit, and Banking, 37 (2): 223–244.

    Article  Google Scholar 

  • Bloch, C. 2005. R&D investment and internal finance: The cash flow effect. Economics of Innovation & New Technology, 14 (3): 213–223.

    Article  Google Scholar 

  • Blundell, R. & Bond, S. R. 1998. Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87 (1): 115–143.

    Article  Google Scholar 

  • Blundell, R., Griffith, R., & Reenen, J. V. 1999. Market share, market value and innovation in a panel of British manufacturing firms. Review of Economic Studies, 66 (3): 529–554.

    Article  Google Scholar 

  • Bond, S., Hoeffler, A., & Temple, J. 2001. GMM estimation of empirical growth models. Discussion paper no. 01/525, University of Bristol.

  • Booth, G. G., Junttila, J., Kallunki, J.-P., Rahiala, M., & Sahlström, P. 2006. How does the financial environment affect the stock market valuation of R&D spending? Journal of Financial Intermediation, 15 (2): 197–214.

    Article  Google Scholar 

  • Brown, J. R., & Petersen, B. C. 2009. Why has the investment-cash flow sensitivity declined so sharply? Rising R&D and equity market developments. Journal of Banking & Finance, 33 (5): 971–984.

    Article  Google Scholar 

  • Brown, J. R., Fazzari, S. M., & Petersen, B. C. 2009. Financing innovation and growth: Cash flow, external equity, and the 1990s R&D boom. Journal of Finance, 64 (1): 151–185.

    Article  Google Scholar 

  • Carlin, W., & Mayer, C. 2003. Finance, investment, and growth. Journal of Financial Economics, 69 (1): 191–226.

    Article  Google Scholar 

  • Chan, L. K. C., Lakonishok, J., & Sougiannis, T. 2001. The stock market valuation of research and development expenditures. Journal of Finance, 56 (6): 2431–2456.

    Article  Google Scholar 

  • Chauvin, K. W., & Hirschey, M. 1993. Advertising, R&D expenditures and the market value of the firm. Financial Management, 22 (4): 128–140.

    Article  Google Scholar 

  • Chen, S., & Ho, K. W. 1997. Market response to product-strategy and capital-expenditure announcements in Singapore: Investment opportunities and free cash flow. Financial Management, 26 (3): 82–88.

    Article  Google Scholar 

  • Cleary, S., Povel, P., & Raith, M. 2007. The U-shaped investment curve: Theory and evidence. Journal of Financial and Quantitative Analysis, 42 (1): 1–40.

    Article  Google Scholar 

  • Coles, J. L., Daniel, N. D., & Naveen, L. 2008. Boards: Does one size fit all? Journal of Financial Economics, 87 (2): 329–356.

    Article  Google Scholar 

  • Cumming, D. J., & Macintosh, J. G. 2000. The determinants of R&D expenditures: A study of the Canadian biotechnology industry. Review of Industrial Organization, 17 (4): 357–370.

    Article  Google Scholar 

  • Dargenidou, C., McLeay, S., & Raonic, I. 2007. Ownership, investor protection and earnings expectations. Journal of Business Finance & Accounting, 34 (1–2): 247–268.

    Article  Google Scholar 

  • Defond, M. L., & Hung, M. 2004. Investor protection and corporate governance: Evidence from worldwide CEO turnover. Journal of Accounting Research, 42 (2): 269–312.

    Article  Google Scholar 

  • De Jong, A., Gispert, C., Kabir, R., & Renneboog, L. 2002. International corporate governance and firm performance: An empirical analysis. Working paper, Rotterdam School of Management.

  • Demirgüç-Kunt, A., & Levine, R. 2001. Bank based and market-based financial systems: Cross-country comparisons. In A. Demirgüç-Kunt & R. Levine (Eds), Financial structure and economic growth: Gross-country comparisons of banks, markets, and development: 81–140. Cambridge, MA: MIT Press.

    Google Scholar 

  • Demirgüç-Kunt, A., & Maksimovic, V. 1998. Law, finance, and firm growth. Journal of Finance, 53 (6): 2107–2137.

    Article  Google Scholar 

  • Demirgüç-Kunt, A., & Maksimovic, V. 2002. Funding growth in bank-based and market-based financial systems: Evidence from firm-level data. Journal of Financial Economics, 65 (3): 337–363.

    Article  Google Scholar 

  • Doidge, C., Karolyi, G. A., & Stulz, R. 2007. Why do countries matter so much for corporate governance? Journal of Financial Economics, 86 (1): 1–39.

    Article  Google Scholar 

  • Domadenik, P., Prasnikar, J., & Svejnar, J. 2008. Restructuring of firms in transition: Ownership, institutions and openness to trade. Journal of International Business Studies, 39 (4): 725–746.

    Article  Google Scholar 

  • Doukas, J., & Switzer, I. 1992. The stock market's valuation of R&D spending and market concentration. Journal of Economics and Business, 44 (2): 95–144.

    Article  Google Scholar 

  • Du, J., & Choi, J. N. 2010. Pay for performance in emerging markets: Insights from China. Journal of International Business Studies, 41 (4): 671–689.

    Article  Google Scholar 

  • Dunlap-Hinkler, D., Kotabe, M., Mishra, H. A., & Parente, R. 2007. Determinants of cross-national knowledge transfer and its effect on firm innovation. Journal of International Business Studies, 38 (2): 259–282.

    Article  Google Scholar 

  • Durnev, A., Morck, R., & Yeung, B. 2004. Value-enhancing capital budgeting and firm-specific stock return variation. Journal of Finance, 59 (1): 65–105.

    Article  Google Scholar 

  • Eberhart, A. C., Maxwell, W. F., & Siddique, A. R. 2004. An examination of long-term abnormal stock returns and operating performance following R&D increases. Journal of Finance, 59 (2): 623–650.

    Article  Google Scholar 

  • Fama, E. F., & French, K. R. 2001. Disappearing dividends: Changing firm characteristics or lower propensity to pay? Journal of Financial Economics, 60 (1): 3–43.

    Article  Google Scholar 

  • Faulkender, M., Kadyrzhanova, D., Prabhala, N., & Senbet, L. 2010. Executive compensation: An overview of research on corporate practices and proposed reforms. Journal of Applied Corporate Finance, 22 (1): 107–118.

    Article  Google Scholar 

  • Fazzari, S. M., Hubbard, R. G., & Petersen, B. C. 1988. Financing constraints and corporate investment. Brookings Papers on Economic Activity, 1: 141–195.

    Article  Google Scholar 

  • Filatotchev, I., & Piesse, J. 2009. R&D, internationalization and growth of newly listed firms: European evidence. Journal of International Business Studies, 40 (8): 1260–1276.

    Article  Google Scholar 

  • Francis, J., & Smith, A. 1995. Agency costs and innovation some empirical evidence. Journal of Accounting & Economics, 19 (2–3): 383–409.

    Article  Google Scholar 

  • Franks, J., & Mayer, C. 1996. Hostile takeovers and the correction of managerial failure. Journal of Financial Economics, 40 (1): 163–181.

    Article  Google Scholar 

  • Franks, J., & Mayer, C. 1998. Bank control, takeovers and corporate governance in Germany. Journal of Banking & Finance, 22 (10–11): 1385–1403.

    Article  Google Scholar 

  • Galende, J., & Suárez, I. 1999. A resource-based analysis of the factors determining a firm's R&D activities. Research Policy, 28 (8): 891–905.

    Article  Google Scholar 

  • Grossman, G. M., & Helpman, E. 1991. Quality ladders in the theory of growth. Review of Economic Studies, 58 (1): 43–61.

    Article  Google Scholar 

  • Hall, B. 1992. Investment and R&D at the firm level: Does the source of financing matter?, NBER working paper no. 4096, National Bureau of Economic Research, Cambridge, MA.

  • Hall, B. H., & Lerner, J. 2010. The financing of R&D and innovation. In B. H. Hall & N. Rosenberg (Eds), Handbook of the economics of innovation: 609–640. Amsterdam: Elsevier-North Holland.

    Chapter  Google Scholar 

  • Hall, B. H., & Oriani, R. 2006. Does the market value R&D investment by European firms? Evidence from a panel of manufacturing firms in France, Germany, and Italy. International Journal of Industrial Organization, 24 (5): 971–993.

    Article  Google Scholar 

  • Himmelberg, C. P., & Petersen, B. C. 1994. R&D and internal finance: A panel study of small firms in high-tech industries. Review of Economics and Statistics, 76 (1): 38–51.

    Article  Google Scholar 

  • Höpner, M., & Jackson, G. 2001. An emerging market for corporate control? The Mannesmann takeover and German corporate governance. MPIfG discussion paper 01/4, The Max Planck Institute for the Study of Societies.

  • Hopt, K. J., & Leyens, P. C. 2004. Board models in Europe: Recent developments of internal corporate governance structures in Germany, the United Kingdom, France, and Italy. European Company & Financial Law Review, 1 (2): 135–168.

    Article  Google Scholar 

  • Hoskisson, R. E., Kim, H., Wan, W. P., & Yiu, D. W. 2008. The performance implications of relationship banking during macroeconomic expansion and contraction: A study of Japanese banks’ social relationships and overseas expansion. Journal of International Business Studies, 39 (3): 406–427.

    Article  Google Scholar 

  • Hsiao, C. (1986). Analysis of panel data. Cambridge: Cambridge University Press.

    Google Scholar 

  • Hsiao, C., & Tahmiscioglu, A. K. 1997. A panel analysis of liquidity constraints and firm investment. Journal of the American Statistical Association, 92 (438): 455–465.

    Article  Google Scholar 

  • Islam, S. S., & Mozumdar, A. 2007. Financial market development and the importance of internal cash: Evidence from international data. Journal of Banking & Finance, 31 (3): 641–658.

    Article  Google Scholar 

  • Jackson, G., & Moerke, A. 2005. Continuity and change in corporate governance: Comparing Germany and Japan. Corporate Governance: An International Review, 13 (3): 351–361.

    Article  Google Scholar 

  • Jensen, M. C. 1991. Corporate control and the politics of finance. Journal of Applied Corporate Finance, 4 (2): 13–34.

    Article  Google Scholar 

  • Jensen, M. C., & Meckling, W. 1976. Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of Financial Economics, 3 (4): 305–360.

    Article  Google Scholar 

  • Jensen, M. C., & Ruback, S. 1983. The market for corporate control: The scientific evidence. Journal of Financial Economics, 11 (1–4): 5–50.

    Article  Google Scholar 

  • John, K., & Senbet, L. W. 1998. Corporate governance and board effectiveness. Journal of Banking & Finance, 22 (4): 371–403.

    Article  Google Scholar 

  • King, R. G., & Levine, R. 1993. Finance and growth: Schumpeter might be right. Quarterly Journal of Economics, 108 (3): 717–737.

    Article  Google Scholar 

  • Kwok, C. C., & Tadesse, S. 2006. National culture and financial systems. Journal of International Business Studies, 37 (2): 227–247.

    Article  Google Scholar 

  • La Porta, R., Lopez-de-Silanes, F., & Shleifer, A. 2006. What works in securities laws? Journal of Finance, 61 (1): 1–32.

    Article  Google Scholar 

  • La Porta, R., Lopez-de-Silanes, F., Shleifer, A., & Vishny, R. W. 1997. Legal determinants of external finance. Journal of Finance, 52 (3): 1131–1150.

    Article  Google Scholar 

  • La Porta, R., Lopez-de-Silanes, F., Shleifer, A., & Vishny, R. W. 1998. Law and finance. Journal of Political Economy, 106 (6): 1113–1155.

    Article  Google Scholar 

  • La Porta, R., Lopez-de-Silanes, F., Shleifer, A., & Vishny, R. W. 2000. Investor protection and corporate governance. Journal of Financial Economics, 58 (1–2): 3–27.

    Article  Google Scholar 

  • La Porta, R., Lopez-de-Silanes, F., Shleifer, A., & Vishny, R. W. 2002. Investor protection and corporate valuation. Journal of Finance, 57 (3): 1147–1170.

    Article  Google Scholar 

  • Lee, C., & Sung, T. 2005. Schumpeter's legacy: A new perspective on the relationship between firm size and R&D. Research Policy, 34 (6): 914–931.

    Article  Google Scholar 

  • Lee, P. M., & O’Neill, H. M. 2003. Ownership structures and R&D investments of US and Japanese firms: Agency and stewardship perspectives. Academy of Management Journal, 46 (2): 212–225.

    Article  Google Scholar 

  • Leland, H. E., & Pyle, D. H. 1977. Informational asymmetries, financial structure and financial intermediation. Journal of Finance, 32 (2): 371–387.

    Article  Google Scholar 

  • Leuz, C., Nanda, D., & Wysocki, P. D. 2003. Earnings management and investor protection: An international comparison. Journal of Financial Economics, 69 (3): 505–527.

    Article  Google Scholar 

  • Lev, B., & Sougiannis, T. 1996. The capitalization, amortization, and value-relevance of R&D. Journal of Accounting & Economics, 21 (1): 107–138.

    Article  Google Scholar 

  • Levine, R. 2002. Bank-based or market-based financial systems: Which is better? Journal of Financial Intermediation, 11 (4): 398–428.

    Article  Google Scholar 

  • Maassen, G. F., & van den Bosch, F. A. J. 1999. On the supposed independence of two-tier boards: Formal structure and reality in the Netherlands. Corporate Governance: An International Review, 7 (1): 31–37.

    Article  Google Scholar 

  • Mallin, C., Pindado, J., & de la Torre, C. 2006. The influence of corporate governance on teaching in corporate finance. Long Range Planning, 39 (4): 457–464.

    Article  Google Scholar 

  • Meulbroek, L. K., Mitchell, M. L., Mulherin, J. H., Netter, J. M., & Poulsen, A. B. 1990. Shark repellents and managerial myopia: An empirical test. Journal of Political Economy, 98 (5): 1108–1117.

    Article  Google Scholar 

  • Miguel, A., & Pindado, J. 2001. Determinants of capital structure: New evidence from Spanish panel data. Journal of Corporate Finance, 7 (1): 77–99.

    Article  Google Scholar 

  • Nickell, S. 1981. Biases in dynamic models with fixed effects. Econometrica, 49 (6): 1417–1426.

    Article  Google Scholar 

  • Ogaki, M. 1993. Generalized method of moments: Econometric applications. In G. S. Maddala, C. R. Rao, & H. D. Vinod (Eds), Handbook of statistics: 455–488. Amsterdam: North Holland.

    Google Scholar 

  • Organization for Economic Co-operation and Development. 2004. Principles of corporate governance. http://www.oecd.org/dataoecd/32/18/31557724.pdf. Accessed 11 May 2010.

  • Pfeffer, J., & Salancik, G. 1978. The external control of organizations: A resource dependence perspective. New York: Harper & Row.

    Google Scholar 

  • Rajan, R. G. 1992. Insiders and outsiders: The choice between informed and arm's-length debt. Journal of Finance, 47 (4): 1367–1400.

    Article  Google Scholar 

  • Rajan, R. G., & Zingales, L. 1998. Financial dependence and growth. American Economic Review, 88 (3): 559–586.

    Google Scholar 

  • Romer, P. M. 1990. Endogenous technological change. Journal of Political Economy, 98 (5): S71–102.

    Article  Google Scholar 

  • Shleifer, A., & Vishny, R. W. 1986. Large shareholders and corporate control. Journal of Political Economy, 94 (3): 461–488.

    Article  Google Scholar 

  • Solow, R. M. 1956. A contribution to the theory of economic growth. Quarterly Journal of Economics, 70 (1): 65–94.

    Article  Google Scholar 

  • Szewczyk, S. H., Tsetsekos, G. P., & Zantout, Z. 1996. The valuation of corporate R&D expenditures: Evidence from investment opportunities and free cash flow. Financial Management, 25 (1): 105–110.

    Article  Google Scholar 

  • Vossen, R. W. 1999. Market power, industrial concentration and innovative activity. Review of Industrial Organization, 15 (4): 367–378.

    Article  Google Scholar 

  • Wurgler, J. 2000. Financial markets and the allocation of capital. Journal of Financial Economics, 58 (1–2): 187–214.

    Article  Google Scholar 

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Acknowledgements

The authors began collaboration on this paper in 2007 while Valdoceu de Queiroz was a visiting scholar at Leeds University Business School, University of Leeds. The authors thank three anonymous referees and the editor, Lemma Senbet, for comments and suggestions on previous versions of this paper. Hillier, Pindado, de Queiroz, and de la Torre are grateful to the Spanish government's research agency, DGI (Project SEJ2007-65789) for financial support. Pindado and de la Torre also recognize the financial support of the Junta de Castilla y Leon (Project SA069A08 and Grant GR144). All errors are the authors’ responsibility.

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Accepted by Lemma Senbet, Area Editor, 30 May 2010. This paper has been with the authors for three revisions.

APPENDIX

APPENDIX

The variables used in our analysis are defined. With the exception of the items that come from the Main Economic Indicators, published by the Organization for Economic Cooperation and Development, we obtain the items used in the construction of our from Worldscope.

Research and Development (R&D)

The R&D variable, RD it , represents all direct and indirect costs related to the creation and development of new processes, techniques, applications, and products with commercial possibilities.

Cash Flow

We compute a firm's cash flow as CF it =NIAPD it +DEP it , where NIAPD it denotes net income after preferred dividends, and DEP it denotes the book depreciation expense.

Long-term Debt

The market value of long-term debt, MVLTD it , is obtained as

where BVLTD it is the book value of the long-term debt, i l is the rate of interest of the long-term debt reported in the Main Economic Indicators, and l it is the average cost of long-term debt, defined as l it =(IPLTD it /BVLTD it ), where IPLTD it is the interest payable on the long-term debt, which has been obtained by distributing the interest payable between the short- and long-term debt depending on the interest rates. That is,

where IP it is the interest payable; i s is the rate of interest of the short-term debt, also reported in the Main Economic Indicators; and BVSTD it is the book value of the short-term debt.

Market Share

This variable is computed as

where NS it denotes the net sales of firm i, and ∑i=1nNS it is the total net sales of its industry.

Size

Firm size is calculated as the natural logarithm of the replacement value of total assets.

Replacement value of total assets is calculated as

where RF it is the replacement value of tangible fixed assets, RI it is the replacement value of inventories, TA it is the book value of total assets, BF it is the book value of tangible fixed assets, and BI it is the book value of inventories. We obtain the last three terms from the firm's balance sheet, and we calculate the first two following the formulas described in Miguel and Pindado (2001).

Dividends

We compute the dividends as the dividends paid based on the current year's net income, scaled by the replacement value of total assets.

Tangible Fixed Assets

We compute the tangible fixed assets as the net book value of property plant and equipment, scaled by the replacement value of total assets.

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Hillier, D., Pindado, J., Queiroz, V. et al. The impact of country-level corporate governance on research and development. J Int Bus Stud 42, 76–98 (2011). https://doi.org/10.1057/jibs.2010.46

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