Abstract
This article has examined the impact of firm size on R&D spending for a panel of several thousand Indian firms, for a period of seven years from 1999–2000 to 2005–2006. The average levels of R&D spending are low but for firms that do undertake R&D the average levels of R&D spending are much higher. The results of the analysis for all the manufacturing sector firms have shown that larger firm size is associated with a higher probability of R&D spending. In non-linear estimation the squared term is negative denoting that after a particular threshold firm size has no effect on R&D spending. When only the R&D spending firms are evaluated then size has a mild impact on R&D spending and in a non-linear framework the effect of size disappears signifying that both the relatively smaller and larger firm alike seem to be motivated in building capabilities in the post-liberalization period of the Indian economy.
Similar content being viewed by others
Notes
The consequences of R&D spending are, however, not evaluated in this analysis. On that topic, the literature is equally large (see Hall 2002) and while evidence for Indian firms is not available, the paucity of data on innovative sales or productivity precludes such analysis.
They also noted that previous studies of the private, or firm-level, returns to R&D had been based on incomplete and imprecise measures of productivity and showed how Census-Bureau, plant level data, the longitudinal research database, could be used to construct estimates of total factor productivity that were subject to considerably less measurement error than those constructed from publicly available sources. These generated substantially more precise estimates of the firm-level returns to R&D. They reported that the returns to company-funded R&D remained high during the productivity slowdown of the 1970s. Broadly similar results were also established by Medda et al. (2005).
References
Acs, Z. J., & Audretsch, D. B. (1987). Innovation, market structure, and firm size. Review of Economics and Statistics, 69(4), 567–574.
Acs, Z. J., & Audretsch, D. B. (1991). R&D, firm size, and innovative activity. In Z. J. Acs & D. B. Audretsch (Eds.), Innovation and technological change: An international comparison. New York, NY: Harvester Wheatsheaf.
Aghion, P., & Howitt, P. (1992). A model of growth through creative destruction. Econometrica, 60, 323–351.
Aragón-Correa, J., Hurtado-Torres, N., Sharma, S., & García-Morales, V. (2008). Environmental strategy and performance in small firms: A resource-based perspective. Journal of Environmental Management, 86, 88–103.
Arellano, M. (2003). Panel data econometrics. Oxford: Oxford University Press.
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, 277–297.
Arrow, K. (1962). Economic welfare and the allocation of resources for inventions. In R. Nelson (Ed.), The rate and direction of inventive activity. National Bureau of Economic Research. Princeton: Princeton University Press.
Baltagi, B. H. (2008). Econometric analysis of panel data (4th ed.). Chichester: Wiley.
Bhagat, S., & Welch, I. (1995). Corporate research and development investments: International comparisons. Journal of Accounting and Economics, 19, 443–470.
Bonaccorsi, A. (1992). On the relationship between firm size and export intensity. Journal of International Business Studies, 23(4), 605–635.
Bound, J., Cummins, C., Griliches, Z., Hall, B., & Jaffe, A. (1984). Who does R&D and who patents? In Z. Griliches (Ed.), R&D, patents, and productivity. Chicago: University of Chicago Press.
Bowman, C., & Ambrosini, V. (2003). How the resource-based and the dynamic capability views of the firm inform corporate-level strategy. British Journal of Management, 14, 289–303.
Bozeman, B., & Link, A. N. (1983). Investments in technology: Corporate strategies and public policy alternatives. New York: Praeger.
Calof, J. (1994). The relationship between firm size and export behavior revisited. Journal of International Business Studies, 25(2), 367–398.
Carlsson, B. (1989). Flexibility and the theory of the firm. International Journal of Industrial Organization, 7(2), 179–203.
Chen, M., & Hambrick, D. (1995). Speed, stealth, and selective attack: How small firms differ from large firms in competitive behavior. Academy of Management Journal, 38(2), 453–482.
Cohen, W. M. (1995). Empirical studies of innovative activity. In P. Stoneman (Ed.), Handbook of the economics of innovation and technological change (pp. 182–264). Oxford: Blackwell.
Cohen, W. M., & Klepper, S. (1996). A reprise of size and R&D. Economic Journal, 106, 925–951.
Cohen, W. M., Levin, R. C., & Mowery, D. (1987). Firm size and R&D intensity: A re-examination. Journal of Industrial Economics, 35, 543–563.
Comanor, W. S. (1967). Market structure, product differentiation, and industrial research. Quarterly Journal of Economics, 81, 631–657.
Daft, R. (1986). Organizational theory and design (2nd ed.). St. Paul, MN: West Publishing Co.
Dean, T., Brown, R., & Bamford, C. (1998). Differences in large and small firm responses to environmental context: Strategic implications from a comparative analysis of business formations. Strategic Management Journal, 19, 709–728.
Dickson, P., Weaver, K., & Hoy, F. (2006). Opportunism in the R&D alliances of SMEs: The roles of the institutional environment and SME size. Journal of Business Venturing, 21, 487–513.
Eisenhardt, K., & Martin, J. (2000). Dynamic capabilities: What are they? Strategic Management Journal, 21(October-November special issue), 1105–1121.
Eliasson, G. (1991). Modeling the experimentally organized economy. Journal of Economic Behavior and Organization, 16(1–2), 153–182.
Ellerman, D. (1985). On the labor theory of property. Philosophical Forum, 16(Summer), 293–326.
Feinberg, S., & Majumdar, S. K. (2001). Technology spillovers from foreign direct investment in the Indian pharmaceutical industry. Journal of International Business Studies, 32(3), 421–438.
Galbraith, J. K. (1952). American capitalism: The concept of countervailing power. Boston: Houghton Mifflin Company.
Grabowski, H. G. (1968). The determinants of industrial research and development: A study of the chemical, drug, and petroleum industries. Journal of Political Economy, 76, 292–306.
Griliches, Z. (1994). R&D and productivity: The econometric evidence. Chicago: Chicago University Press.
Griliches, Z., & Lichtenberg, F. (1984). Inter-industry technology flows and productivity growth: A reexamination. Review of Economics and Statistics, 66, 324–329.
Guha, R. (2007). India after Gandhi: The history of the world’s largest democracy. London: Macmillan.
Hall, B. H. (2002). The financing of research and development. Oxford Review of Economic Policy, 18(1), 35–51.
Hall, B., & Mairesse, J. (1995). Exploring the relationship between R&D and productivity in French manufacturing firms. Journal of Econometrics, 65, 263–294.
Hamberg, D. (1964). Size of firm, oligopoly, and research: The evidence. Canadian Journal of Economics and Political Science, 30, 62–75.
Hambrick, D., MacMillan, I., & Day, D. (1982). Strategic attributes and performance in the BCG matrix: A PIMS-based analysis of industrial product businesses. Academy of Management Journal, 25, 510–531.
Hao, K. Y., & Jaffe, A. B. (1993). Effect of liquidity on firms’ R&D spending. Economics of Innovation and New Technology, 2, 275–282.
Hardin, J. W., & Hilbe, J. M. (2003). Generalized estimating equations. Boca Raton, Fl: Chapman and Hall.
Harhoff, D. (1998). Are there financing constraints for R&D and investment in German manufacturing firms? Annales d’Economie et de Statistique, 49–50, 421–456.
Hedeker, D., & Gibbons, R. (2006). Longitudinal data analysis. Hoboken, NJ: Wiley.
Helpman, E., & Krugman, P. (1985). Market structure and foreign trade. Cambridge, MA: MIT Press.
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, 38–51.
Hitt, M., Hoskisson, R., & Ireland, R. (1990). Mergers and acquisitions and managerial commitment to innovation in M-form firms. Strategic Management Journal, 11(Summer Special Issue), 29–47.
Hodge, B., & Anthony, W. (1991). Organization theory: A strategic approach. Boston, MA: Allyn and Bacon.
Holmstrom, B. (1989). Agency costs and innovation. Journal of Economic Behavior & Organization, 12, 305–327.
Hoshi, T., Kashyap, A., & Scharfstein, D. (1991). Corporate structure, liquidity, and investment: Evidence from Japanese industrial groups. Quarterly Journal of Economics, 106, 33–60.
Hubbard, R. G. (1998). Capital-market imperfections and investment. Journal of Economic Literature, 36, 193–225.
Jones, C., & Williams, J. (1998). Measuring the social rate of return to R&D. Quarterly Journal of Economics, 113, 119–135.
Judson, R. A., & Owen, A. L. (1999). Estimating dynamic panel data models: A practical guide for macroeconomists. Economics Letters, 65(1), 9–15.
Kamien, M., & Schwartz, N. (1982). Market structure and innovation. Cambridge: Cambridge University Press.
Khilnani, S. (1999). The idea of India. New York: Farrar, Straus and Giroux.
Kleinknecht, A. (1987). Measuring R & D in small firms: How much are we missing? Journal of Industrial Economics, 36(2), 253–256.
Klepper, S., & Simons, K. (1997). Technological extinctions of industrial firms: An inquiry into their nature and causes. Industrial and Corporate Change, 6(2), 379–460.
Knight, G., & Cavusgil, S. T. (2004). Innovation, organizational capabilities, and the born-global firm. Journal of International Business Studies, 35, 2–14.
Leiblein, M., & Madsen, T. (2009). Unbundling competitive heterogeneity: Incentive structures and capability influences on technological innovation. Strategic Management Journal, 30, 711–735.
Liang, K.-Y., & Zeger, S. L. (1986). Longitudinal data analysis using generalized linear models. Biometrika, 73(1), 13–22.
Lichtenberg, F., & Siegel, D. (1991). The impact of R&D investment on productivity-new evidence using linked R&D-LRD data. Economic Inquiry, 29(2), 203–229.
Link, A. N. (1980). Firm size and efficient entrepreneurial activity: A reformulation of the Schumpeter hypotheses. Journal of Political Economy, 88, 771–782.
Luce, E. (2006). In spite of the Gods: The strange rise of modern India. London: Little, Brown.
Majumdar, S. K. (2007). Private enterprise growth and human capital productivity in India. Entrepreneurship Theory and Practice, 31(6), 853–872.
Majumdar, S. K. (2009). Retentions, relationships and innovations: The financing of R&D in India. Economics of Innovation and New Technology, forthcoming.
Mansfield, E. (1964). Industrial research and development expenditures: Determinants, prospects, and relation of size of firm and inventive output. Journal of Political Economy, 71, 556–576.
Mansfield, E. (1968). Industrial research and technological innovation: An econometric analysis. New York: Norton.
Medda, G., Piga, C., & Siegel, D. S. (2005). University R&D and firm productivity: Evidence from Italy. Journal of Technology Transfer, 30(1–2), 199–205.
Medda, G., Piga, C., & Siegel, D. S. (2006). Assessing the returns to collaborative research: Firm-level evidence from Italy. Economics of Innovation and New Technology, 15(1), 37–50.
Meyer, K., Wright, M., & Pruthi, S. (2009). Managing knowledge in foreign entry strategies: A resource-based analysis. Strategic Management Journal, 30, 557–574.
Newbert, S. (2008). Value, rareness, competitive advantage, and performance: A conceptual-level empirical investigation of the resource-based view of the firm. Strategic Management Journal, 29, 745–768.
Nickell, S. J. (1981). Biases in dynamic models with fixed effects. Econometrica, 49(6), 1417–1426.
Pavitt, K., Robson, M., & Townsend, J. (1987). The size distribution of innovating firms in the UK: 1945–1983. Journal of Industrial Economics, 35, 297–316.
Scherer, F. M. (1965). Firm size, market structure, opportunity, and the output of patented inventions. American Economic Review, 55, 1097–1125.
Scherer, F. (1982). Inter-industry technology flows and productivity growth. Review of Economics and Statistics, 64, 627–634.
Schumpeter, J. A. (1942). Capitalism, socialism, and democracy. New York: Harper and Row.
Singh, J. (1990). Organizational evolution. Beverly Hills, CA: Sage.
Sveikauskas, L. (1981). Technological inputs and multifactor productivity growth. Review of Economics and Statistics, 63, 275–282.
Svetličič, M., Jaklič, A., & Burger, A. (2007). Internationalization of small and medium-size enterprises from selected central European economies. Eastern European Economics, 45(4), 36–65.
Symeonidis, G. (1996). Innovation, firm size and market structure: Schumpeterian hypotheses and some new themes. OECD Economic Studies, 27(2), 35–70.
Teece, D., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509–533.
Terleckyj, N. (1980). Direct and indirect effects of industrial research and development on the productivity growth of industries. In J. W. Kendrick & B. Vaccara (Eds.), New developments in productivity measurement and analysis. Chicago University Press: Chicago.
Wernerfelt, B. (1984). A resource-based view of the firm. Strategic Management Journal, 5(2), 171–180.
Zeger, S. L., Liang, K.-Y., & Albert, P. S. (1988). Models for longitudinal data: A generalized estimating equation approach. Biometrics, 44, 1049–1060.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Majumdar, S.K. Scalability versus flexibility: firm size and R&D in Indian industry. J Technol Transf 36, 101–116 (2011). https://doi.org/10.1007/s10961-009-9147-x
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10961-009-9147-x