IDEAS home Printed from https://ideas.repec.org/a/kap/empiri/v48y2021i2d10.1007_s10663-020-09476-4.html
   My bibliography  Save this article

Total factor productivity, its components and drivers

Author

Listed:
  • Franz Haider

    (University of Vienna)

  • Robert Kunst

    (University of Vienna)

  • Franz Wirl

    (University of Vienna)

Abstract

We consider how the growth of total factor productivity (TFP) was affected by R&D, trade, information and communication technology, and catching-up for the period from 1990 to 2006. Our contributions are: Firstly, to decompose TFP growth into two distinct measures for catching-up and for innovation using the Malmquist index; secondly, to update related investigations. Summarizing our findings, catching-up effects are statistically important, whereas frontier shifts tend to be smaller with increasing distance to the frontier, and large differences exist and persist between sectors and countries.

Suggested Citation

  • Franz Haider & Robert Kunst & Franz Wirl, 2021. "Total factor productivity, its components and drivers," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 48(2), pages 283-327, May.
    • Handle: RePEc:kap:empiri:v:48:y:2021:i:2:d:10.1007_s10663-020-09476-4
    DOI: 10.1007/s10663-020-09476-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10663-020-09476-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10663-020-09476-4?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. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    2. Wolfgang Keller & Stephen R. Yeaple, 2009. "Multinational Enterprises, International Trade, and Productivity Growth: Firm-Level Evidence from the United States," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 821-831, November.
    3. 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.
    4. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    5. Robert J. Gordon, 2016. "The Rise and Fall of American Growth: The U.S. Standard of Living since the Civil War," Economics Books, Princeton University Press, edition 1, number 10544.
    6. Alexander Schiersch & Heike Belitz & Martin Gornig, 2015. "Why is TFP growth sectorally concentrated?," Applied Economics, Taylor & Francis Journals, vol. 47(55), pages 5933-5944, November.
    7. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    8. Van Biesebroeck, Johannes & De loecker, Jan, 2016. "The effect of international competition on firm productivity and market power," CEPR Discussion Papers 11114, C.E.P.R. Discussion Papers.
    9. William Lehr & Frank R. Lichtenberg, 1998. "Computer Use and Productivity Growth in US Federal Government Agencies, 1987–92," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 257-279, June.
    10. Kunst, Robert M & Marin, Dalia, 1989. "On Exports and Productivity: A Causal Analysis," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 699-703, November.
    11. Marc J. Melitz & Daniel Trefler, 2012. "Gains from Trade When Firms Matter," Journal of Economic Perspectives, American Economic Association, vol. 26(2), pages 91-118, Spring.
    12. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2016. "The Best versus the Rest: The Global Productivity Slowdown, Divergence across Firms and the Role of Public Policy," OECD Productivity Working Papers 5, OECD Publishing.
    13. Nicholas Bloom & John Van Reenen, 2010. "Why Do Management Practices Differ across Firms and Countries?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 203-224, Winter.
    14. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    15. Keller, Wolfgang, 1998. "Are international R&D spillovers trade-related?: Analyzing spillovers among randomly matched trade partners," European Economic Review, Elsevier, vol. 42(8), pages 1469-1481, September.
    16. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    17. Luigi Aldieri & Michele Cincera, 2009. "Geographic and technological R&D spillovers within the triad: micro evidence from US patents," The Journal of Technology Transfer, Springer, vol. 34(2), pages 196-211, April.
    18. Choonjoo Lee, 2011. "Malmquist Productivity Analysis using DEA frontier in Stata," CHI11 Stata Conference 21, Stata Users Group.
    19. Daron Acemoglu & David Autor & David Dorn & Gordon H. Hanson & Brendan Price, 2014. "Return of the Solow Paradox? IT, Productivity, and Employment in US Manufacturing," American Economic Review, American Economic Association, vol. 104(5), pages 394-399, May.
    20. Malick Souare, 2013. "Productivity growth, trade and FDI nexus: evidence from the Canadian manufacturing sector," The Journal of Technology Transfer, Springer, vol. 38(5), pages 675-698, October.
    21. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    22. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
    23. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    24. Daron Acemoglu & James A. Robinson & Thierry Verdier, 2017. "Asymmetric Growth and Institutions in an Interdependent World," Journal of Political Economy, University of Chicago Press, vol. 125(5), pages 1245-1305.
    25. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    26. Johannes Van Biesebroeck, 2007. "Robustness Of Productivity Estimates," Journal of Industrial Economics, Wiley Blackwell, vol. 55(3), pages 529-569, September.
    27. Ömer Özak, 2018. "Distance to the pre-industrial technological frontier and economic development," Journal of Economic Growth, Springer, vol. 23(2), pages 175-221, June.
    28. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    29. 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.
    30. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    31. 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.
    32. Tehmina S. Khan, 2006. "Productivity Growth, Technological Convergence, RandD, Trade, and Labor Markets: Evidence From the French Manufacturing Sector," IMF Working Papers 2006/230, International Monetary Fund.
    33. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    34. Tero Kuusi, 2015. "The dynamics of ICT adaptation and the productivity gaps across advanced nations," Journal of Productivity Analysis, Springer, vol. 44(2), pages 175-188, October.
    35. Nordhaus, William D., 2007. "Two Centuries of Productivity Growth in Computing," The Journal of Economic History, Cambridge University Press, vol. 67(1), pages 128-159, March.
    36. Ioannis Bournakis, 2012. "Sources of TFP growth in a framework of convergence-evidence from Greece," International Review of Applied Economics, Taylor & Francis Journals, vol. 26(1), pages 47-72, January.
    37. North, Douglass C., 1989. "Institutions and economic growth: An historical introduction," World Development, Elsevier, vol. 17(9), pages 1319-1332, September.
    38. Gary Clyde Hufbauer & Jeffrey J. Schott & Kimberly Ann Elliott, 2007. "Economic Sanctions Reconsidered, 3rd edition (hardcover)," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 4075, January.
    39. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, September.
    40. Kevin J. Stiroh, 2002. "Are ICT Spillovers Driving the New Economy?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(1), pages 33-57, March.
    41. Venturini, Francesco, 2015. "The modern drivers of productivity," Research Policy, Elsevier, vol. 44(2), pages 357-369.
    42. Shawna Grosskopf, 2003. "Some Remarks on Productivity and its Decompositions," Journal of Productivity Analysis, Springer, vol. 20(3), pages 459-474, November.
    43. Cameron, Gavin & Proudman, James & Redding, Stephen, 2005. "Technological convergence, R&D, trade and productivity growth," European Economic Review, Elsevier, vol. 49(3), pages 775-807, April.
    44. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    45. Honma, Satoshi & Hu, Jin-Li, 2014. "Industry-level total-factor energy efficiency in developed countries: A Japan-centered analysis," Applied Energy, Elsevier, vol. 119(C), pages 67-78.
    46. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, September.
    47. Connolly, Michelle, 2003. "The dual nature of trade: measuring its impact on imitation and growth," Journal of Development Economics, Elsevier, vol. 72(1), pages 31-55, October.
    48. Sai Ding & Puyang Sun & Wei Jiang, 2016. "The Effect of Import Competition on Firm Productivity and Innovation: Does the Distance to Technology Frontier Matter?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(2), pages 197-227, April.
    49. Jakub Growiec, 2012. "The World Technology Frontier: What Can We Learn from the US States?-super-," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(6), pages 777-807, December.
    50. Fabio Pieri & Michela Vecchi & Francesco Venturini, 2017. "Modelling the joint impact of R and D and ICT on productivity: A frontier analysis approach," DEM Working Papers 2017/13, Department of Economics and Management.
    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. Jianguo Du & Francis Tang Dabuo & Beverlley Madzikanda & Kofi Baah Boamah, 2021. "The Influence of R&D in Mining on Sustainable Development in China," Sustainability, MDPI, vol. 13(9), pages 1-17, May.
    2. Dimitris Gavalas & Theodoros Syriopoulos & Efthimios Roumpis, 2022. "Digital adoption and efficiency in the maritime industry," Journal of Shipping and Trade, Springer, vol. 7(1), pages 1-22, December.
    3. Chris Belmert Milindi & Roula Inglesi-Lotz, 2023. "Impact of technological progress on carbon emissions in different country income groups," Energy & Environment, , vol. 34(5), pages 1348-1382, August.
    4. Fatma Unlu, 2022. "The Effects of Information and Communication Technologies on Labor Productivity and Employment in Turkiye: The ARDL Bounds Test Approach," Istanbul Journal of Economics-Istanbul Iktisat Dergisi, Istanbul University, Faculty of Economics, vol. 72(72-2), pages 725-751, December.
    5. Saša Petković & Jelica Rastoka & Dragana Radicic, 2023. "Impact of Innovation and Exports on Productivity: Are There Complementary Effects?," Sustainability, MDPI, vol. 15(9), pages 1-22, April.
    6. Nicholas Tsounis & Ian Steedman, 2021. "A New Method for Measuring Total Factor Productivity Growth Based on the Full Industry Equilibrium Approach: The Case of the Greek Economy," Economies, MDPI, vol. 9(3), pages 1-21, August.
    7. Valentin Jouvanceau, 2023. "Consumer price rigidity in periods of low and high inflation: the case of Lithuania," Bank of Lithuania Discussion Paper Series 34, Bank of Lithuania.
    8. Georges Harb & Charbel Bassil, 2023. "TFP in the Manufacturing Sector: Long-Term Dynamics, Country and Regional Comparative Analysis," Economies, MDPI, vol. 11(2), pages 1-22, January.

    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. Massimo Del Gatto & Adriana Di Liberto & Carmelo Petraglia, 2011. "Measuring Productivity," Journal of Economic Surveys, Wiley Blackwell, vol. 25(5), pages 952-1008, December.
    2. Neil Foster-McGregor, 2012. "Innovation and Technology Transfer across Countries," wiiw Research Reports 380, The Vienna Institute for International Economic Studies, wiiw.
    3. Malick Souare, 2013. "Productivity growth, trade and FDI nexus: evidence from the Canadian manufacturing sector," The Journal of Technology Transfer, Springer, vol. 38(5), pages 675-698, October.
    4. 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.
    5. Zhang, Cheng & Yao, Yangyang & Zhou, Han, 2023. "External technology dependence and manufacturing TFP: Evidence from China," Research in International Business and Finance, Elsevier, vol. 64(C).
    6. Johanna Vogel, 2015. "The two faces of R&D and human capital: Evidence from Western European regions," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 525-551, August.
    7. Nicholas Tsounis & Ian Steedman, 2021. "A New Method for Measuring Total Factor Productivity Growth Based on the Full Industry Equilibrium Approach: The Case of the Greek Economy," Economies, MDPI, vol. 9(3), pages 1-21, August.
    8. Marc J. Melitz & Stephen J. Redding, 2021. "Trade and innovation," CEP Discussion Papers dp1777, Centre for Economic Performance, LSE.
    9. Gehringer, Agnieszka, 2016. "Knowledge externalities and sectoral interdependences: Evidence from an open economy perspective," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 240-249.
    10. von Brasch, T. & Cappelen, Å. & Hungnes, H. & Skjerpen, T., 2021. "Modeling R&D spillovers to productivity: The effects of tax credits," Economic Modelling, Elsevier, vol. 101(C).
    11. Harald Badinger & Peter Egger, 2016. "Productivity Spillovers Across Countries and Industries: New Evidence From OECD Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(4), pages 501-521, August.
    12. 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.
    13. Valentin Zelenyuk, 2023. "Productivity analysis: roots, foundations, trends and perspectives," Journal of Productivity Analysis, Springer, vol. 60(3), pages 229-247, December.
    14. Jaap W. B. Bos & Bertrand Candelon & Claire Economidou, 2016. "Does knowledge spill over across borders and technology regimes?," Journal of Productivity Analysis, Springer, vol. 46(1), pages 63-82, August.
    15. 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.
    16. Wei Jin, 2012. "Can China Harness Globalization to Reap Carbon Savings? Modeling International Technology Diffusion in a Multi-region Framework," CAMA Working Papers 2012-52, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    17. T. Gries & R. Grundmann & I. Palnau & M. Redlin, 2018. "Technology diffusion, international integration and participation in developing economies - a review of major concepts and findings," International Economics and Economic Policy, Springer, vol. 15(1), pages 215-253, January.
    18. 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.
    19. Jens J. Krüger, 2020. "Long‐run productivity trends: A global update with a global index," Review of Development Economics, Wiley Blackwell, vol. 24(4), pages 1393-1412, November.
    20. Blalock, Garrick & Veloso, Francisco M., 2007. "Imports, Productivity Growth, and Supply Chain Learning," World Development, Elsevier, vol. 35(7), pages 1134-1151, July.

    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:kap:empiri:v:48:y:2021:i:2:d:10.1007_s10663-020-09476-4. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.