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Do R&D strategies in high-tech sectors differ from those in low-tech sectors? An alternative approach to testing the pooling assumption

  • Bettina Becker

    ()

  • Stephen Hall

Most studies investigating the determinants of R&D investment consider pooled estimates. However, if the parameters are heterogeneous, pooled coefficients may not provide reliable estimates of individual industry effects. Hence pooled parameters may conceal valuable information that may help target government tools more efficiently across heterogeneous industries. There is little evidence to date on the decomposition of the determinants of R&D investment by industry. Moreover, the existing work does not distinguish between those R&D determinants for which pooling may be valid and those for which it is not. In this paper, we test the pooling assumption for a panel of manufacturing industries and find that pooling is valid only for output fluctuations, adjustment costs and interest rates. Implementing the test results into our model, we find government funding is significant only for low-tech R&D. Foreign R&D and skilled labour matter only in high-tech sectors. These results suggest important implications for R&D policy. Copyright Springer Science+Business Media, LLC. 2013

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File URL: http://hdl.handle.net/10.1007/s10644-012-9122-7
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Article provided by Springer in its journal Economic Change and Restructuring.

Volume (Year): 46 (2013)
Issue (Month): 2 (May)
Pages: 183-202

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Handle: RePEc:kap:ecopln:v:46:y:2013:i:2:p:183-202
Contact details of provider: Web page: http://www.springerlink.com/link.asp?id=113294

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  1. Blundell, Richard & Griffith, Rachel & van Reenen, John, 1999. "Market Share, Market Value and Innovation in a Panel of British Manufacturing Firms," Review of Economic Studies, Wiley Blackwell, vol. 66(3), pages 529-54, July.
  2. Hausman, Jerry A, 1978. "Specification Tests in Econometrics," Econometrica, Econometric Society, vol. 46(6), pages 1251-71, November.
  3. Philippe Aghion & Nicholas Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2002. "Competition and innovation: an inverted U relationship," IFS Working Papers W02/04, Institute for Fiscal Studies.
  4. Jeroen J.M. Kremers & Neil R. Ericsson & Juan J. Dolado, 1992. "The power of cointegration tests," International Finance Discussion Papers 431, Board of Governors of the Federal Reserve System (U.S.).
  5. James D. Adams & Eric P. Chiang & Katara Starkey, 2000. "Industry-University Cooperative Research Centers," NBER Working Papers 7843, National Bureau of Economic Research, Inc.
  6. Joachim Zietz & Bichaka Fayissa, 1992. "R & D expenditures and import competition: Some evidence for the U.S," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 128(1), pages 52-66, March.
  7. Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-47, February.
  8. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth Through Creative Destruction," Scholarly Articles 12490578, Harvard University Department of Economics.
  9. Wu, De-Min, 1973. "Alternative Tests of Independence Between Stochastic Regressors and Disturbances," Econometrica, Econometric Society, vol. 41(4), pages 733-50, July.
  10. Dominique Guellec & Bruno van Pottelsberghe de la Potterie, 2000. "The Impact of Public R&D Expenditure on Business R&D," OECD Science, Technology and Industry Working Papers 2000/4, OECD Publishing.
  11. Aghion, P. & Howitt, P., 1989. "A Model Of Growth Through Creative Destruction," Working papers 527, Massachusetts Institute of Technology (MIT), Department of Economics.
  12. Rebecca Henderson & Adam Jaffe & Manuel Trajtenberg, 2005. "Patent Citations and the Geography of Knowledge Spillovers: A Reassessment: Comment," American Economic Review, American Economic Association, vol. 95(1), pages 461-464, March.
  13. Banerjee, Anindya & Hendry, David F, 1992. "Testing Integration and Cointegration: An Overview," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 225-55, August.
  14. George Symeonidis, 2001. "Price Competition, Innovation and Profitability: Theory and UK Evidence," Economics Discussion Papers 530, University of Essex, Department of Economics.
  15. Sunil Kanwar & Robert E Evanson, 2004. "Does Intellectual Property Protection Spur Technological Change?," Levine's Working Paper Archive 122247000000000455, David K. Levine.
  16. Laura Abramovsky & Helen Simpson, 2009. "Geographic proximity and firm-university innovation linkages: evidence from Great Britain," IFS Working Papers W09/03, Institute for Fiscal Studies.
  17. Ciaran Driver & Katsushi Imai & Paul Temple & Giovanni Urga, 2004. "The effect of uncertainty on UK investment authorisation: Homogenous vs. heterogeneous estimators," Empirical Economics, Springer, vol. 29(1), pages 115-128, January.
  18. Maddala, G S, et al, 1997. "Estimation of Short-Run and Long-Run Elasticities of Energy Demand from Panel Data Using Shrinkage Estimators," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(1), pages 90-100, January.
  19. Caves, Richard E., 1985. "International trade and industrial organization: Problems, solved and unsolved," European Economic Review, Elsevier, vol. 28(3), pages 377-395, August.
  20. Jaffe, A.B. & Trajtenberg, M., 1992. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," Papers 14-92, Tel Aviv.
  21. Badi H. Baltagi & Georges Bresson & James M. Griffin & Alain Pirotte, 2003. "Homogeneous, heterogeneous or shrinkage estimators? Some empirical evidence from French regional gasoline consumption," Empirical Economics, Springer, vol. 28(4), pages 795-811, November.
  22. n/a, 1998. "Can real equilibrium models account for the fluctuations of the UK business cycle?," NIESR Discussion Papers 211, National Institute of Economic and Social Research.
  23. Jean Tirole, 1988. "The Theory of Industrial Organization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262200716, June.
  24. Lewbel, Arthur, 1994. "Aggregation and Simple Dynamics," American Economic Review, American Economic Association, vol. 84(4), pages 905-18, September.
  25. Robertson, D & Symons, J, 1992. "Some Strange Properties of Panel Data Estimators," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(2), pages 175-89, April-Jun.
  26. Granger, C. W. J., 1980. "Long memory relationships and the aggregation of dynamic models," Journal of Econometrics, Elsevier, vol. 14(2), pages 227-238, October.
  27. Dasgupta, Partha & Stiglitz, Joseph, 1980. "Industrial Structure and the Nature of Innovative Activity," Economic Journal, Royal Economic Society, vol. 90(358), pages 266-93, June.
  28. Lewbel, Arthur, 1992. "Aggregation with Log-Linear Models," Review of Economic Studies, Wiley Blackwell, vol. 59(3), pages 635-42, July.
  29. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-70, December.
  30. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-26, November.
  31. repec:fiu:wpaper:0401 is not listed on IDEAS
  32. Paul M Romer, 1999. "Endogenous Technological Change," Levine's Working Paper Archive 2135, David K. Levine.
  33. Baltagi, Badi H. & Bresson, Georges & Pirotte, Alain, 2002. "Comparison of forecast performance for homogeneous, heterogeneous and shrinkage estimators: Some empirical evidence from US electricity and natural-gas consumption," Economics Letters, Elsevier, vol. 76(3), pages 375-382, August.
  34. Clemenz, Gerhard, 1990. "International R&D competition and trade policy," Journal of International Economics, Elsevier, vol. 28(1-2), pages 93-113, February.
  35. Driffield, Nigel, 2001. "The Impact of Domestic Productivity of Inward Investment in the UK," Manchester School, University of Manchester, vol. 69(1), pages 103-19, January.
  36. repec:cup:cbooks:9780521293853 is not listed on IDEAS
  37. Laura Abramovsky & Rupert Harrison & Helen Simpson, 2007. "University Research and the Location of Business R&D," Economic Journal, Royal Economic Society, vol. 117(519), pages C114-C141, 03.
  38. Salop, Steven, 1977. "The Noisy Monopolist: Imperfect Information, Price Dispersion and Price Discrimination," Review of Economic Studies, Wiley Blackwell, vol. 44(3), pages 393-406, October.
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