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Detecting which firm-specific characteristics impact market-oriented R&D

Author

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  • Kuang-Chung Hsu

    (University of Central Oklahoma)

  • Yungho Weng

    (National Chengchi University)

Abstract

This paper investigates which firm-specific characteristics lead multinational enterprises (MNEs) to increase their R&D expenditure in host countries as a way of expanding their business into local markets (market-oriented R&D). The literature that addresses this topic is quite limited because of the difficulty of separating market-oriented R&D expenditure from knowledge-sourcing R&D expenditure in the data. We argue that determining the relationship between local sales and R&D expenditure is a better way to identify whether MNEs are investing market-oriented R&D than is separating the two types of R&D. For connecting firm-specific characteristics, local-market sales, and R&D expenditure together, we adapt two-stage regressions. By employing data from Taiwanese multinationals from 2003 to 2006, we found that if an MNE moves its technology toward capital-intensive products, it increases its R&D expenditure to promote its sales in the local markets in the host country.

Suggested Citation

  • Kuang-Chung Hsu & Yungho Weng, 2018. "Detecting which firm-specific characteristics impact market-oriented R&D," Empirical Economics, Springer, vol. 55(4), pages 1695-1715, December.
    • Handle: RePEc:spr:empeco:v:55:y:2018:i:4:d:10.1007_s00181-017-1340-4
    DOI: 10.1007/s00181-017-1340-4
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    1. David Greenaway & Holger Görg & Richard Kneller (ed.), 2008. "Globalization and Productivity," Books, Edward Elgar Publishing, volume 0, number 3821.
    2. Holger Görg & Aoife Hanley, 2011. "Services Outsourcing And Innovation: An Empirical Investigation," Economic Inquiry, Western Economic Association International, vol. 49(2), pages 321-333, April.
    3. Arie Y Lewin & Silvia Massini & Carine Peeters, 2009. "Why are companies offshoring innovation? The emerging global race for talent," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(8), pages 1406-1406, October.
    4. Hans Gersbach & Armin Schmutzler, 2011. "Foreign direct investment and R&D-offshoring," Oxford Economic Papers, Oxford University Press, vol. 63(1), pages 134-157, January.
    5. Robert C. Feenstra & Gordon H. Hanson, 1999. "The Impact of Outsourcing and High-Technology Capital on Wages: Estimates For the United States, 1979–1990," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 907-940.
    6. Lee, Jong-Wha, 1995. "Capital goods imports and long-run growth," Journal of Development Economics, Elsevier, vol. 48(1), pages 91-110, October.
    7. Arie Lewin & Silvia Massini & Carine Peeters, 2008. "Why are companies offshoring innovation ?the emerging global race for talent," Working Papers CEB 08-009, ULB -- Universite Libre de Bruxelles.
    8. Alan Krueger, 1997. "Labor Market Shifts and the Price Puzzle Revisited," Working Papers 754, Princeton University, Department of Economics, Industrial Relations Section..
    9. Diao, Xinshen & Roe, Terry & Yeldan, Erinc, 1999. "Strategic policies and growth: an applied model of R&D-driven endogenous growth," Journal of Development Economics, Elsevier, vol. 60(2), pages 343-380, December.
    10. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    11. Horst Raff & Michael J. Ryan, 2008. "Firm-Specific Characteristics and the Timing of Foreign Direct Investment Projects," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 144(1), pages 1-31, April.
    12. Alan B. Krueger, 1997. "Labor Market Shifts and the Price Puzzle Revisited," Working Papers 754, Princeton University, Department of Economics, Industrial Relations Section..
    13. Edward E. Leamer, 1994. "Trade, Wages and Revolving Door Ideas," NBER Working Papers 4716, National Bureau of Economic Research, Inc.
    14. Lommerud, Kjell Erik & Meland, Frode & Straume, Odd Rune, 2009. "Can deunionization lead to international outsourcing?," Journal of International Economics, Elsevier, vol. 77(1), pages 109-119, February.
    15. Baldwin, Robert E & Hilton, R Spence, 1984. "A Technique for Indicating Comparative Costs and Predicting Changes in Trade Ratios," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 105-110, February.
    16. Yasuyuki Todo & Satoshi Shimizutani, 2008. "Overseas R&D Activities And Home Productivity Growth: Evidence From Japanese Firm‐Level Data," Journal of Industrial Economics, Wiley Blackwell, vol. 56(4), pages 752-777, December.
    17. Shimizutani, Satoshi & Todo, Yasuyuki, 2008. "What determines overseas R&D activities? The case of Japanese multinational firms," Research Policy, Elsevier, vol. 37(3), pages 530-544, April.
    18. Bayoumi, Tamim & Lipworth, Gabrielle, 1998. "Japanese foreign direct investment and regional trade," Journal of Asian Economics, Elsevier, vol. 9(4), pages 581-607.
    19. Frank Lichtenberg & Bruno van Pottelsberghe de la Potterie, 1996. "International R&D Spillovers: A Re-Examination," NBER Working Papers 5668, National Bureau of Economic Research, Inc.
    20. Park, Walter G, 1995. "International R&D Spillovers and OECD Economic Growth," Economic Inquiry, Western Economic Association International, vol. 33(4), pages 571-591, October.
    21. Reddy, Prasada, 1997. "New trends in globalization of corporate R&D and implications for innovation capability in host countries: A survey from India," World Development, Elsevier, vol. 25(11), pages 1821-1837, November.
    22. Glass, Amy Jocelyn & Saggi, Kamal, 1999. "FDI policies under shared factor markets," Journal of International Economics, Elsevier, vol. 49(2), pages 309-332, December.
    23. Yun-Chung Chen, 2008. "Why Do Multinational Corporations Locate Their Advanced R&D Centres in Beijing?," Journal of Development Studies, Taylor & Francis Journals, vol. 44(5), pages 622-644.
    24. Michel Dumont & Glenn Rayp & Olivier Thas & Peter Willemé, 2005. "Correcting Standard Errors in Two‐stage Estimation Procedures with Generated Regressands," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(3), pages 421-433, June.
    25. Glass, Amy Jocelyn & Saggi, Kamal, 2001. "Innovation and wage effects of international outsourcing," European Economic Review, Elsevier, vol. 45(1), pages 67-86, January.
    26. Amsden, Alice H. & Tschang, F. Ted, 2003. "A new approach to assessing the technological complexity of different categories of R&D (with examples from Singapore)," Research Policy, Elsevier, vol. 32(4), pages 553-572, April.
    27. Ito, Banri & Wakasugi, Ryuhei, 2007. "What factors determine the mode of overseas R&D by multinationals? Empirical evidence," Research Policy, Elsevier, vol. 36(8), pages 1275-1287, October.
    28. ITO Banri & WAKASUGI Ryuhei, 2007. "Factors Determining the Mode of Overseas R&D by Multinationals: Empirical Evidence," Discussion papers 07004, Research Institute of Economy, Trade and Industry (RIETI).
    29. Kumar, Nagesh, 2001. "Determinants of location of overseas R&D activity of multinational enterprises: the case of US and Japanese corporations1," Research Policy, Elsevier, vol. 30(1), pages 159-174, January.
    30. Robert E. Baldwin & Glen G. Cain, 2000. "Shifts In Relative U.S. Wages: The Role Of Trade, Technology, And Factor Endowments," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 580-595, November.
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    More about this item

    Keywords

    Multinationals; R&D offshoring; Foreign direct investment;
    All these keywords.

    JEL classification:

    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • O24 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Trade Policy; Factor Movement; Foreign Exchange Policy
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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