IDEAS home Printed from https://ideas.repec.org/a/eee/eecrev/v56y2012i8p1573-1592.html
   My bibliography  Save this article

Productivity, trade and the R&D content of intermediate inputs

Author

Listed:
  • Nishioka, Shuichiro
  • Ripoll, Marla

Abstract

This paper explores a novel way to evaluate the extent to which R&D knowledge embodied in intermediate inputs correlates with productivity at the industry level. We propose the concept of the R&D content of intermediates, which represents the knowledge stock embodied in the intermediate inputs used in production. Using a sample of 32 countries and 13 manufacturing industries we compute the elasticity of industry-level TFP with respect to the R&D content of intermediates. We find that among high-R&D industries, the R&D embodied in inputs purchased from the own industry is significantly associated with industry-level TFP. In this case, both own-industry domestic inputs as well as those imported from the G5 countries are relevant. In contrast, intermediate input trade does not appear to be a significant channel of R&D diffusion among low-R&D industries.

Suggested Citation

  • Nishioka, Shuichiro & Ripoll, Marla, 2012. "Productivity, trade and the R&D content of intermediate inputs," European Economic Review, Elsevier, vol. 56(8), pages 1573-1592.
  • Handle: RePEc:eee:eecrev:v:56:y:2012:i:8:p:1573-1592
    DOI: 10.1016/j.euroecorev.2012.08.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0014292112001122
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.euroecorev.2012.08.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Harrigan, James, 1997. "Technology, Factor Supplies, and International Specialization: Estimating the Neoclassical Model," American Economic Review, American Economic Association, vol. 87(4), pages 475-494, September.
    2. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    3. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    4. Madsen, Jakob B., 2007. "Technology spillover through trade and TFP convergence: 135 years of evidence for the OECD countries," Journal of International Economics, Elsevier, vol. 72(2), pages 464-480, July.
    5. Basu, Susanto & Fernald, John G., 1995. "Are apparent productive spillovers a figment of specification error?," Journal of Monetary Economics, Elsevier, vol. 36(1), pages 165-188, August.
    6. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    7. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    8. Zvi Griliches, 1998. "Interindustry Technology Flows and Productivity Growth: A Reexamination," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 241-250, National Bureau of Economic Research, Inc.
    9. Kasahara, Hiroyuki & Rodrigue, Joel, 2008. "Does the use of imported intermediates increase productivity? Plant-level evidence," Journal of Development Economics, Elsevier, vol. 87(1), pages 106-118, August.
    10. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    11. Puzzello, Laura, 2012. "A proportionality assumption and measurement biases in the factor content of trade," Journal of International Economics, Elsevier, vol. 87(1), pages 105-111.
    12. Trefler, Daniel & Zhu, Susan Chun, 2010. "The structure of factor content predictions," Journal of International Economics, Elsevier, vol. 82(2), pages 195-207, November.
    13. Bruno, Michael, 1978. "Duality, Intermediate Inputs and Value-Added," Histoy of Economic Thought Chapters, in: Fuss, Melvyn & McFadden, Daniel (ed.),Production Economics: A Dual Approach to Theory and Applications, volume 2, chapter 1, McMaster University Archive for the History of Economic Thought.
    14. Bin Xu & Jianmao Wang, 1999. "Capital Goods Trade and R&D Spillovers in the OECD," Canadian Journal of Economics, Canadian Economics Association, vol. 32(5), pages 1258-1274, November.
    15. Coe, David T. & Helpman, Elhanan & Hoffmaister, Alexander W., 2009. "International R&D spillovers and institutions," European Economic Review, Elsevier, vol. 53(7), pages 723-741, October.
    16. Keller, Wolfgang, 2002. "Trade and the Transmission of Technology," Journal of Economic Growth, Springer, vol. 7(1), pages 5-24, March.
    17. Goto, Akira & Suzuki, Kazuyuki, 1989. "R&D Capital, Rate of Return on R&D Investment and Spillover of R&D in Japanese Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 555-564, November.
    18. Bruno Van Pottelsberghe De La Potterie & Frank Lichtenberg, 2001. "Does Foreign Direct Investment Transfer Technology Across Borders?," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 490-497, August.
    19. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "Multilateral Comparisons of Output, Input, and Productivity Using Superlative Index Numbers," Economic Journal, Royal Economic Society, vol. 92(365), pages 73-86, March.
    20. Scherer, F M, 1982. "Inter-Industry Technology Flows and Productivity Growth," The Review of Economics and Statistics, MIT Press, vol. 64(4), pages 627-634, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gavazzoni, Federico & Santacreu, Ana Maria, 2020. "International R&D spillovers and asset prices," Journal of Financial Economics, Elsevier, vol. 136(2), pages 330-354.
    2. Neil Foster-McGregor & Johannes Pöschl, 2016. "Productivity effects of knowledge transfers through labour mobility," Journal of Productivity Analysis, Springer, vol. 46(2), pages 169-184, December.
    3. Mahdi Ghodsi & Robert Stehrer, 2022. "Trade policy and global value chains: tariffs versus non-tariff measures," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 158(3), pages 887-916, August.
    4. Christina Poetzsch, 2017. "Technology transfer on a two-way street: R&D spillovers through intermediate input usage and supply," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(4), pages 735-751, November.
    5. Neil Foster-McGregor & Johannes Pöschl & Robert Stehrer, 2014. "Capacities and Absorptive Barriers for International R&D Spillovers through Intermediate Inputs," wiiw Working Papers 108, The Vienna Institute for International Economic Studies, wiiw.
    6. Thomas Brenner, 2014. "Science, Innovation and National Growth," Working Papers on Innovation and Space 2014-03, Philipps University Marburg, Department of Geography.
    7. Ndubuisi, Gideon & Mensah, Emmanuel & Owusu, Solomon, 2020. "Export Variety and Imported Intermediate Inputs: Industry-Level Evidence from Africa," MPRA Paper 106008, University Library of Munich, Germany.
    8. Bohan Chai & Junwei Gao & Lingying Pan & Yishu Chen, 2021. "Research on the Impact Factors of Green Economy of China—From the Perspective of System and Foreign Direct Investment," Sustainability, MDPI, vol. 13(16), pages 1-18, August.
    9. Sixtus Cyprian Onyekwere, 2019. "The Impact of Research and Development (R&D) Expenditure on Productivity Growth: A Panel Data Evidence from the UK Manufacturing Sector," Asian Journal of Economics and Empirical Research, Asian Online Journal Publishing Group, vol. 6(2), pages 205-215.
    10. Zhang, Gupeng & Zhou, Jianghua, 2016. "The effects of forward and reverse engineering on firm innovation performance in the stages of technology catch-up: An empirical study of China," Technological Forecasting and Social Change, Elsevier, vol. 104(C), pages 212-222.
    11. Dongyeol Lee, 2020. "The role of R&D and input trade in productivity growth: innovation and technology spillovers," The Journal of Technology Transfer, Springer, vol. 45(3), pages 908-928, June.
    12. Piermartini, Roberta & Rubínová, Stela, 2014. "Knowledge spillovers through international supply chains," WTO Staff Working Papers ERSD-2014-11, World Trade Organization (WTO), Economic Research and Statistics Division.
    13. Upalat Korwatanasakul & Tran Thi Hue, 2022. "Global Value Chain Participation and Labour Productivity in Manufacturing Firms in Viet Nam: Firm-Level Panel Analysis," Working Papers DP-2022-34, Economic Research Institute for ASEAN and East Asia (ERIA).
    14. Betarelli Junior, Admir Antonio & Faria, Weslem Rodrigues & Gonçalves Montenegro, Rosa Livia & Bahia, Domitila Santos & Gonçalves, Eduardo, 2020. "Research and development, productive structure and economic effects: Assessing the role of public financing in Brazil," Economic Modelling, Elsevier, vol. 90(C), pages 235-253.
    15. Auboin, Marc & Koopman, Robert & Xu, Ankai, 2021. "Trade and innovation policies: Coexistence and spillovers," Journal of Policy Modeling, Elsevier, vol. 43(4), pages 844-872.
    16. Chiara Criscuolo & Jonathan Timmis, 2017. "The Relationship Between Global Value Chains and Productivity," International Productivity Monitor, Centre for the Study of Living Standards, vol. 32, pages 61-83, Spring.
    17. João Gabriel Pio & Eduardo Gonçalves & Claúdio R. F. Vasconcelos, 2021. "Technology Spillovers Through Exports: Empirical Evidence for the Chinese Case," Journal of Industry, Competition and Trade, Springer, vol. 21(3), pages 423-443, September.
    18. Roberta Piermartini & Stela Rubínová, 2021. "How much do global value chains boost innovation?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(2), pages 892-922, May.
    19. Eduardo Gonçalves & Fernando Salgueiro Perobelli & Inácio Fernandes Araújo, 2017. "Estimating intersectoral technology spillovers for Brazil," The Journal of Technology Transfer, Springer, vol. 42(6), pages 1377-1406, December.
    20. Halit Yanikkaya & Abdullah Altun & Pınar Tat, 2022. "Does the Complexity of GVC Participation Matter for Productivity and Output Growth?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(4), pages 2038-2068, August.
    21. Nishioka, Shuichiro, 2013. "R&D, trade in intermediate inputs, and the comparative advantage of advanced countries," Journal of the Japanese and International Economies, Elsevier, vol. 30(C), pages 96-110.
    22. D. Dessì & R. Paci, 2023. "The impact of Global Value Chains participation on countries' productivity," Working Paper CRENoS 202305, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Keller, Wolfgang, 2010. "International Trade, Foreign Direct Investment, and Technology Spillovers," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 793-829, Elsevier.
    2. repec:wvu:wpaper:11-07 is not listed on IDEAS
    3. López-Pueyo, Carmen & Barcenilla-Visús, Sara & Sanaú, Jaime, 2008. "International R&D spillovers and manufacturing productivity: A panel data analysis," Structural Change and Economic Dynamics, Elsevier, vol. 19(2), pages 152-172, June.
    4. Hall, Bronwyn H. & Mairesse, Jacques & Mohnen, Pierre, 2010. "Measuring the Returns to R&D," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1033-1082, Elsevier.
    5. Fracasso, Andrea & Vittucci Marzetti, Giuseppe, 2015. "International trade and R&D spillovers," Journal of International Economics, Elsevier, vol. 96(1), pages 138-149.
    6. Luh, Yir-Hueih & Jiang, Wun-Ji & Huang, Szu-Chi, 2016. "Trade-related spillovers and industrial competitiveness: Exploring the linkages for OECD countries," Economic Modelling, Elsevier, vol. 54(C), pages 309-325.
    7. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2016. "Spillovers in Space: Does Geography Matter?," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 295-335, June.
    8. Andrea Fracasso & Giuseppe Vittucci Marzetti, 2013. "An empirical note on international R&D spillovers," Empirical Economics, Springer, vol. 45(1), pages 179-191, August.
    9. Gong, Guan & Keller, Wolfgang, 2003. "Convergence and polarization in global income levels: a review of recent results on the role of international technology diffusion," Research Policy, Elsevier, vol. 32(6), pages 1055-1079, June.
    10. Neil Foster-McGregor, 2012. "Innovation and Technology Transfer across Countries," wiiw Research Reports 380, The Vienna Institute for International Economic Studies, wiiw.
    11. Franco, Chiara & Montresor, Sandro & Vittucci Marzetti, Giuseppe, 2011. "On indirect trade-related R&D spillovers: The "Average Propagation Length" of foreign R&D," Structural Change and Economic Dynamics, Elsevier, vol. 22(3), pages 227-237, September.
    12. Costantini, Valeria & Liberati, Paolo, 2014. "Technology transfer, institutions and development," Technological Forecasting and Social Change, Elsevier, vol. 88(C), pages 26-48.
    13. Jianping Liu & Kai Lu & Shixiong Cheng, 2018. "International R&D Spillovers and Innovation Efficiency," Sustainability, MDPI, vol. 10(11), pages 1-23, October.
    14. Markus Eberhardt & Christian Helmers & Hubert Strauss, 2013. "Do Spillovers Matter When Estimating Private Returns to R&D?," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 436-448, May.
    15. Corderi, David & Cynthia Lin, C.-Y., 2011. "Measuring the social rate of return to R&D in coal, petroleum and nuclear manufacturing: A study of the OECD countries," Energy Policy, Elsevier, vol. 39(5), pages 2780-2785, May.
    16. Ugur, Mehmet & Churchill, Sefa Awaworyi & Luong, Hoang M., 2020. "What do we know about R&D spillovers and productivity? Meta-analysis evidence on heterogeneity and statistical power," Research Policy, Elsevier, vol. 49(1).
    17. Ioannis Bournakis & Dimitris Christopoulos & Sushanta Mallick, 2018. "Knowledge Spillovers And Output Per Worker: An Industry‐Level Analysis For Oecd Countries," Economic Inquiry, Western Economic Association International, vol. 56(2), pages 1028-1046, April.
    18. Piermartini, Roberta & Rubínová, Stela, 2014. "Knowledge spillovers through international supply chains," WTO Staff Working Papers ERSD-2014-11, World Trade Organization (WTO), Economic Research and Statistics Division.
    19. Ram C. Acharya, 2015. "Revisiting measure of R&D spillovers: empirical evidence on OECD countries and industries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(4), pages 360-400, June.
    20. Hala Abou-Ali & Mohammed Belhaj, 2008. "Cost Benefit Analysis of Desert Locusts Control: A Multicountry Perspective," Working Papers 801, Economic Research Forum, revised 01 Jan 2008.
    21. Jürgen Antony & Thomas Grebel, 2012. "Technology flows between sectors and their impact on large-scale firms," Applied Economics, Taylor & Francis Journals, vol. 44(20), pages 2637-2651, July.

    More about this item

    Keywords

    International transfer of technology; Intermediate input trade; R&D stock; Industry-level TFP;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O5 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:eecrev:v:56:y:2012:i:8:p:1573-1592. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eer .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.