Skip to main content
Top
Published in: Small Business Economics 2/2017

26-07-2016

The impact of public R&D subsidy on small firm productivity: evidence from Korean SMEs

Authors: Beom Cheol Cin, Young Jun Kim, Nicholas S. Vonortas

Published in: Small Business Economics | Issue 2/2017

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This paper explores the effects of R&D promotion policy on SME performance. We use a large panel data set on public R&D subsidies to Korean manufacturing firms. We control for counterfactual outcomes employing the DID (difference in differences) estimation procedure as well as for the endogeneity of the R&D investment and the R&D subsidy using the 2-stage Tobit/Logit DPD (dynamic panel data) procedure. We find significant evidence for positive effects of the public R&D subsidy on both the R&D expenditure and the value added productivity of Korean manufacturing SMEs. The policy thus appears to have been successful in fostering technological advancement and in promoting economic growth.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Footnotes
1
See for example Griliches (1986, 1995), Basant and Fikkert (1996), and Guellec and Van Pottelsberghe De La Potterie (2001), Tsang et al. (2008).
 
2
See Baltagi (2013, p. 155) for further details.
 
3
We use the definition from The Bank of Korea (i.e. the central bank in Korea) for value-added (VA). See OECD (2001) for further discussion about various productivity measures.
 
4
Since we used unbalanced data across the variables, the numbers of observations for variables used here are different depending on the number of missing observations.
 
5
See Appendix 3 for the pooled OLS and panel estimation results.
 
6
In Appendix 3, the Breusch-Pagan LM test statistics indicates that the null hypothesis of no heterogeneity effects can be rejected at the 1 % level for all cases. This implies that the simple pooled-OLS estimation should lead to biased results.
 
Literature
go back to reference Aghion, P., & Howitt, P. (1992). A model of growth through creative destruction. Econometrica, 60, 323–351.CrossRef Aghion, P., & Howitt, P. (1992). A model of growth through creative destruction. Econometrica, 60, 323–351.CrossRef
go back to reference Alecke, B., Mitze, T., Reinkowski, J., & Untiedt, G. (2012). Does firm size make a difference? Analyzing the effectiveness of R&D subsidies in East Germany. German Economic Review, 13(2), 174–195.CrossRef Alecke, B., Mitze, T., Reinkowski, J., & Untiedt, G. (2012). Does firm size make a difference? Analyzing the effectiveness of R&D subsidies in East Germany. German Economic Review, 13(2), 174–195.CrossRef
go back to reference Almus, M., & Czarnitzki, D. (2003). The effects of public R&D subsidies on firms’ innovation activities: the case of Eastern Germany. Journal of Business and Economic Statistics, 21(2), 226–236.CrossRef Almus, M., & Czarnitzki, D. (2003). The effects of public R&D subsidies on firms’ innovation activities: the case of Eastern Germany. Journal of Business and Economic Statistics, 21(2), 226–236.CrossRef
go back to reference Anderson, E. B., & Hsiao, C. (1981). Estimation of dynamic models with error components. Journal of the American Statistical Association, 76(3), 598–606.CrossRef Anderson, E. B., & Hsiao, C. (1981). Estimation of dynamic models with error components. Journal of the American Statistical Association, 76(3), 598–606.CrossRef
go back to reference Arellano, M. (2003). Panel data econometrics, advance texts in econometrics. Oxford: Oxford University Press.CrossRef Arellano, M. (2003). Panel data econometrics, advance texts in econometrics. Oxford: Oxford University Press.CrossRef
go back to reference 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.CrossRef 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.CrossRef
go back to reference Arellano, M., & Bover, O. (1995). Another look at the instrumental variables estimation of error-component models. Journal of Econometrics, 68(1), 29–51.CrossRef Arellano, M., & Bover, O. (1995). Another look at the instrumental variables estimation of error-component models. Journal of Econometrics, 68(1), 29–51.CrossRef
go back to reference Arrow, K. J. (1962). Economic welfare and allocation of resources for invention. In Universities-National Bureau Committee for Economic Research, Committee on Economic Growth of the Social Science Research Council (Ed.), The rate and direction of inventive activity: Economic and social factors. Princeton: Princeton University Press. Arrow, K. J. (1962). Economic welfare and allocation of resources for invention. In Universities-National Bureau Committee for Economic Research, Committee on Economic Growth of the Social Science Research Council (Ed.), The rate and direction of inventive activity: Economic and social factors. Princeton: Princeton University Press.
go back to reference Baltagi, B. H. (2013). Econometric analysis of panel data. Hoboken: Wiley. Baltagi, B. H. (2013). Econometric analysis of panel data. Hoboken: Wiley.
go back to reference Basant, R., & Fikkert, B. (1996). The effects of R&D, foreign technology purchase, and domestic and international spillovers on productivity. Review of Economics and Statistics, 78(2), 187–199.CrossRef Basant, R., & Fikkert, B. (1996). The effects of R&D, foreign technology purchase, and domestic and international spillovers on productivity. Review of Economics and Statistics, 78(2), 187–199.CrossRef
go back to reference Ben-Ari, G., & Vonortas, N. S. (2007). Risk financing for knowledge-based enterprises: Mechanisms and policy options. Science and Public Policy, 34(7), 475–488.CrossRef Ben-Ari, G., & Vonortas, N. S. (2007). Risk financing for knowledge-based enterprises: Mechanisms and policy options. Science and Public Policy, 34(7), 475–488.CrossRef
go back to reference Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87, 111–143.CrossRef Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87, 111–143.CrossRef
go back to reference Blundell, R., & Bond, S. (2000). GMM estimation with persistent panel data: An application to production functions. Econometric Reviews, 19(3), 321–340.CrossRef Blundell, R., & Bond, S. (2000). GMM estimation with persistent panel data: An application to production functions. Econometric Reviews, 19(3), 321–340.CrossRef
go back to reference Busom, I. (2000). An empirical evaluation of the effects of R&D subsidies. Economics of Innovation and New Technology, 9(2), 111–148.CrossRef Busom, I. (2000). An empirical evaluation of the effects of R&D subsidies. Economics of Innovation and New Technology, 9(2), 111–148.CrossRef
go back to reference Cerulli, G. (2010). Modelling and measuring the effect of public subsidies on business R&D: a critical review of the economic literature. Economic Record, 86, 421–449.CrossRef Cerulli, G. (2010). Modelling and measuring the effect of public subsidies on business R&D: a critical review of the economic literature. Economic Record, 86, 421–449.CrossRef
go back to reference Crepon, B., Duguet, E., & Mairesse, J. (1998). Research and development, innovation, and productivity: An econometric analysis at the firm level. Economics of Innovation and New Technology, 7(2), 115–118.CrossRef Crepon, B., Duguet, E., & Mairesse, J. (1998). Research and development, innovation, and productivity: An econometric analysis at the firm level. Economics of Innovation and New Technology, 7(2), 115–118.CrossRef
go back to reference Czarnitzki, D., Ebersberger, B., & Fier, A. (2007). The relationship between R&D collaboration, subsidies and R&D performance: Empirical evidence from Finland and Germany. Journal of Applied Econometrics, 22(7), 1347–1366.CrossRef Czarnitzki, D., Ebersberger, B., & Fier, A. (2007). The relationship between R&D collaboration, subsidies and R&D performance: Empirical evidence from Finland and Germany. Journal of Applied Econometrics, 22(7), 1347–1366.CrossRef
go back to reference Czarnitzki, D., & Licht, G. (2006). Additionality of public R&D grants in a transition economy: The case of eastern Germany. Economics of Transition, 14(1), 101–131.CrossRef Czarnitzki, D., & Licht, G. (2006). Additionality of public R&D grants in a transition economy: The case of eastern Germany. Economics of Transition, 14(1), 101–131.CrossRef
go back to reference Czarnitzki, D., & Lopes-Bento, C. (2013). Value for money? New microeconometric evidence on public R&D grants on Flanders. Research Policy, 42, 76–89.CrossRef Czarnitzki, D., & Lopes-Bento, C. (2013). Value for money? New microeconometric evidence on public R&D grants on Flanders. Research Policy, 42, 76–89.CrossRef
go back to reference David, P. A., Hall, B. H., & Toole, A. A. (2000). Is public R&D a complement or substitute for private R&D? A review of the econometric evidence. Research Policy, 29, 472–495. David, P. A., Hall, B. H., & Toole, A. A. (2000). Is public R&D a complement or substitute for private R&D? A review of the econometric evidence. Research Policy, 29, 472–495.
go back to reference Duguet, E. (2004). Are R&D subsidies a substitute or a complement to privately funded R&D? Evidence from France using propensity score methods for non-experimental data. Revue d’Economie Politique, 114(2), 263–292. Duguet, E. (2004). Are R&D subsidies a substitute or a complement to privately funded R&D? Evidence from France using propensity score methods for non-experimental data. Revue d’Economie Politique, 114(2), 263–292.
go back to reference Finucane, M. L., Alhakami, A., Slovic, P., & Johnson, S. (2000). The affect heuristic in judgments of risks and benefits. Journal of Behavior and Decision Making, 13, 1–17.CrossRef Finucane, M. L., Alhakami, A., Slovic, P., & Johnson, S. (2000). The affect heuristic in judgments of risks and benefits. Journal of Behavior and Decision Making, 13, 1–17.CrossRef
go back to reference Fischhoff, B., Slovic, P., & Lichtenstein, S. (1980). Labile values: A challenge for risk assessment. In J. Conrad (Ed.), Society, technology and risk assessment. Cambridge: Academic Press. Fischhoff, B., Slovic, P., & Lichtenstein, S. (1980). Labile values: A challenge for risk assessment. In J. Conrad (Ed.), Society, technology and risk assessment. Cambridge: Academic Press.
go back to reference Gonzalez, X., Jaumandreu, J., & Pazo, C. (2005). Barriers to innovation and subsidy effectiveness. RAND Journal of Economics, 36(4), 930–950. Gonzalez, X., Jaumandreu, J., & Pazo, C. (2005). Barriers to innovation and subsidy effectiveness. RAND Journal of Economics, 36(4), 930–950.
go back to reference Gonzalez, X., & Pazo, C. (2008). Do public subsidies stimulate private R&D spending? Research Policy, 37(3), 371–389.CrossRef Gonzalez, X., & Pazo, C. (2008). Do public subsidies stimulate private R&D spending? Research Policy, 37(3), 371–389.CrossRef
go back to reference Gorg, H., & Strobl, E. (2007). The effect of R&D subsidies on private R&D. Economica, 74, 215–234.CrossRef Gorg, H., & Strobl, E. (2007). The effect of R&D subsidies on private R&D. Economica, 74, 215–234.CrossRef
go back to reference Griffith, R., Huergo, E., Mairesse, J., & Peters, B. (2006). Innovation and productivity across four European countries. Oxford Review of Economic Policy, 22(4), 483–498.CrossRef Griffith, R., Huergo, E., Mairesse, J., & Peters, B. (2006). Innovation and productivity across four European countries. Oxford Review of Economic Policy, 22(4), 483–498.CrossRef
go back to reference Griliches, Z. (1986). Productivity, R&D and basic research at firm level in 1970s. American Economic Review, 76, 141–154. Griliches, Z. (1986). Productivity, R&D and basic research at firm level in 1970s. American Economic Review, 76, 141–154.
go back to reference Griliches, Z. (1995). R&D and productivity; econometric results and measurement issues. In P. Stoneman (Ed.), Handbook of the economics and technological change. Oxford, UK: Blackwell. Griliches, Z. (1995). R&D and productivity; econometric results and measurement issues. In P. Stoneman (Ed.), Handbook of the economics and technological change. Oxford, UK: Blackwell.
go back to reference Grossman, G. M., & Helpman, E. (1991). Quality ladders in the theory of growth. The Review of Economic Studies, 58, 43–61.CrossRef Grossman, G. M., & Helpman, E. (1991). Quality ladders in the theory of growth. The Review of Economic Studies, 58, 43–61.CrossRef
go back to reference Guellec, D. & Van Pottelsberghe De La Potterie, B. (2001). R&D and productivity growth: Panel data analysis of 16 OECD countries. OECD STI Working Paper. Guellec, D. & Van Pottelsberghe De La Potterie, B. (2001). R&D and productivity growth: Panel data analysis of 16 OECD countries. OECD STI Working Paper.
go back to reference Hall, B. H., & Maffioli, A. (2008). Evaluating the impact of technology development funds in emerging economies: evidence from Latin America. European Journal of Development Research, 20(2), 172–198.CrossRef Hall, B. H., & Maffioli, A. (2008). Evaluating the impact of technology development funds in emerging economies: evidence from Latin America. European Journal of Development Research, 20(2), 172–198.CrossRef
go back to reference Hall, B. H., & Mairesse, J. (1995). Exploring the relationship between R&D and productivity in French manufacturing firms. Journal of Econometrics, 65(1), 263–293.CrossRef Hall, B. H., & Mairesse, J. (1995). Exploring the relationship between R&D and productivity in French manufacturing firms. Journal of Econometrics, 65(1), 263–293.CrossRef
go back to reference Hodgkinson, A. (2000). The internationalization process of asian small and medium firms. University of Wollongong Economics Working Paper. Hodgkinson, A. (2000). The internationalization process of asian small and medium firms. University of Wollongong Economics Working Paper.
go back to reference Holeman, B., & Sleuwaegen, L. (1988). Innovation expenditure and the role of government in Belgium. Research Policy, 17, 375–379.CrossRef Holeman, B., & Sleuwaegen, L. (1988). Innovation expenditure and the role of government in Belgium. Research Policy, 17, 375–379.CrossRef
go back to reference Hussinger, K. (2008). R&D and subsidies at the firm level: An application of parametric and semi-parametric two-step selection models. Journal of Applied Econometrics, 23, 729–747.CrossRef Hussinger, K. (2008). R&D and subsidies at the firm level: An application of parametric and semi-parametric two-step selection models. Journal of Applied Econometrics, 23, 729–747.CrossRef
go back to reference Janz, N., Lööf, H., & Peters, B. (2004). Innovation and productivity in German and Swedish manufacturing firms: Is there a common story? Problems and Perspectives in Management, 2, 184–204. Janz, N., Lööf, H., & Peters, B. (2004). Innovation and productivity in German and Swedish manufacturing firms: Is there a common story? Problems and Perspectives in Management, 2, 184–204.
go back to reference Kim, L. (1997). Imitation to innovation: The dynamics of Korea’s technological learning. Boston: Harvard Business School Press. Kim, L. (1997). Imitation to innovation: The dynamics of Korea’s technological learning. Boston: Harvard Business School Press.
go back to reference Klette, T., & Moen, J. (1999). From growth theory to technology policy: Coordination problems in theory and practice. Nordic Journal of Political Economy, 25, 53–74. Klette, T., & Moen, J. (1999). From growth theory to technology policy: Coordination problems in theory and practice. Nordic Journal of Political Economy, 25, 53–74.
go back to reference Krugman, P. (1994). The myth of Asia’s Miracle. Foreign Affairs, 73(4), 62–78.CrossRef Krugman, P. (1994). The myth of Asia’s Miracle. Foreign Affairs, 73(4), 62–78.CrossRef
go back to reference Lach, S. (2002). Do R&D subsidies stimulate or displace private R&D? Evidence from Israel. Journal of Industrial Economics, 50, 369–390.CrossRef Lach, S. (2002). Do R&D subsidies stimulate or displace private R&D? Evidence from Israel. Journal of Industrial Economics, 50, 369–390.CrossRef
go back to reference Lee, E. Y., & Cin, B. C. (2010). The effect of risk-sharing government subsidy on corporate R&D investment: Evidence from Korea. Technological Forecasting and Social Change, 77(6), 881–890.CrossRef Lee, E. Y., & Cin, B. C. (2010). The effect of risk-sharing government subsidy on corporate R&D investment: Evidence from Korea. Technological Forecasting and Social Change, 77(6), 881–890.CrossRef
go back to reference Lee, D., & Noh, J. (1996). A study on the credit system based on technology appraisal (in Korean). Science and Technology Policy Institute (STEPI), Seoul. Lee, D., & Noh, J. (1996). A study on the credit system based on technology appraisal (in Korean). Science and Technology Policy Institute (STEPI), Seoul.
go back to reference Levin, R., & Reiss, P. (1984). Test of a Schumpeterian model of R&D and market structure. In Z. Griliches (Ed.), R&D, Patents and Productivity. Chicago: University Chicago Press. Levin, R., & Reiss, P. (1984). Test of a Schumpeterian model of R&D and market structure. In Z. Griliches (Ed.), R&D, Patents and Productivity. Chicago: University Chicago Press.
go back to reference Leyden, D. P., & Link, A. N. (1991). Why are governmental R&D and private R&D complements? Applied Economics, 23, 1673–1681.CrossRef Leyden, D. P., & Link, A. N. (1991). Why are governmental R&D and private R&D complements? Applied Economics, 23, 1673–1681.CrossRef
go back to reference Nelson, R. R. (1959). The simple economics of basic scientific research. The Journal of Political Economy, 67, 297–306.CrossRef Nelson, R. R. (1959). The simple economics of basic scientific research. The Journal of Political Economy, 67, 297–306.CrossRef
go back to reference OECD (2001). Measuring Productivity. In Measurement of aggregate and industry-level productivity growth (OECD Manual, OECD). OECD (2001). Measuring Productivity. In Measurement of aggregate and industry-level productivity growth (OECD Manual, OECD).
go back to reference Ozcelik, E., & Taymaz, E. (2008). R&D support programs in developing countries: The Turkish experience. Research Policy, 37(2), 258–275.CrossRef Ozcelik, E., & Taymaz, E. (2008). R&D support programs in developing countries: The Turkish experience. Research Policy, 37(2), 258–275.CrossRef
go back to reference Park, K. D., Kim, B., Seong, S. J., Choi, S., Kim, N., & Chung, J. H. (2013). Small and medium enterprises legal system. Ministry of Strategy and Finance: Seoul. Park, K. D., Kim, B., Seong, S. J., Choi, S., Kim, N., & Chung, J. H. (2013). Small and medium enterprises legal system. Ministry of Strategy and Finance: Seoul.
go back to reference Romer, Paul M. (1990). Endogenous technological change. Journal of Political Economy, 98, S71–S102.CrossRef Romer, Paul M. (1990). Endogenous technological change. Journal of Political Economy, 98, S71–S102.CrossRef
go back to reference Scott, J. T. (1984). Firms versus industry variability in R&D. In Z. Griliches (Ed.), R&D, patents and productivity. Chicago: University Chicago Press. Scott, J. T. (1984). Firms versus industry variability in R&D. In Z. Griliches (Ed.), R&D, patents and productivity. Chicago: University Chicago Press.
go back to reference Shin, T. (1998). Using Delphi for a long-range technology forecasting, and assessing directions of future R&D activities. Technological Forecasting and Social Change, 58, 125–154.CrossRef Shin, T. (1998). Using Delphi for a long-range technology forecasting, and assessing directions of future R&D activities. Technological Forecasting and Social Change, 58, 125–154.CrossRef
go back to reference Shin, S., & Woo, J. (2013). Tax incentives for promotion of the SMEs’ R&D activities (in Korean). Seoul: KOSBI. Shin, S., & Woo, J. (2013). Tax incentives for promotion of the SMEs’ R&D activities (in Korean). Seoul: KOSBI.
go back to reference Slovic, P., Fischhoff, B., & Lichtenstein, S. (1980). Facts versus fears: Understanding perceived risk. In Societal Risk (Ed.), Assessment: How safe is safe enough. New York: Plenum Press. Slovic, P., Fischhoff, B., & Lichtenstein, S. (1980). Facts versus fears: Understanding perceived risk. In Societal Risk (Ed.), Assessment: How safe is safe enough. New York: Plenum Press.
go back to reference Tsang, E. W. K., Yip, P. S. L., & Toh, M. H. (2008). The impact of R&D on value added for domestic and foreign firms in a newly industrial economy. International Business Review, 17(4), 423–441.CrossRef Tsang, E. W. K., Yip, P. S. L., & Toh, M. H. (2008). The impact of R&D on value added for domestic and foreign firms in a newly industrial economy. International Business Review, 17(4), 423–441.CrossRef
go back to reference Tversky, A., & Kahneman, D. (1974). Judgment under uncertainty: Heuristics and biases. Science, 185, 1124–1131.CrossRef Tversky, A., & Kahneman, D. (1974). Judgment under uncertainty: Heuristics and biases. Science, 185, 1124–1131.CrossRef
go back to reference Wallsten, S. J. (2000). The effects of government-industry R&D programs on private R&D: The case of the small business innovation research program. Rand Journal of Economics, 31(1), 82–100.CrossRef Wallsten, S. J. (2000). The effects of government-industry R&D programs on private R&D: The case of the small business innovation research program. Rand Journal of Economics, 31(1), 82–100.CrossRef
go back to reference Wang, T. Y., Chien, S. C., & Kao, C. (2007). The role of technology development in national competitiveness—evidence from Southeast Asian countries. Technological Forecasting and Social Change, 74, 1357–1373.CrossRef Wang, T. Y., Chien, S. C., & Kao, C. (2007). The role of technology development in national competitiveness—evidence from Southeast Asian countries. Technological Forecasting and Social Change, 74, 1357–1373.CrossRef
go back to reference Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data (2nd ed.). Cambridge, MA: MIT Press. Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data (2nd ed.). Cambridge, MA: MIT Press.
go back to reference Young, A. (1995). The tyranny of numbers: Confronting statistical realities of the East Asian growth experience. Quarterly Journal of Economics, 110, 641–681.CrossRef Young, A. (1995). The tyranny of numbers: Confronting statistical realities of the East Asian growth experience. Quarterly Journal of Economics, 110, 641–681.CrossRef
go back to reference Zuniga-Vicente, J., Alonso-Borrego, C., Forcadell, F. J., & Galan, J. (2014). Assessing the effect of public subsidies on firm R&D investment: A survey. Journal of Economic Survey, 28(1), 36–67.CrossRef Zuniga-Vicente, J., Alonso-Borrego, C., Forcadell, F. J., & Galan, J. (2014). Assessing the effect of public subsidies on firm R&D investment: A survey. Journal of Economic Survey, 28(1), 36–67.CrossRef
Metadata
Title
The impact of public R&D subsidy on small firm productivity: evidence from Korean SMEs
Authors
Beom Cheol Cin
Young Jun Kim
Nicholas S. Vonortas
Publication date
26-07-2016
Publisher
Springer US
Published in
Small Business Economics / Issue 2/2017
Print ISSN: 0921-898X
Electronic ISSN: 1573-0913
DOI
https://doi.org/10.1007/s11187-016-9786-x

Other articles of this Issue 2/2017

Small Business Economics 2/2017 Go to the issue