IDEAS home Printed from https://ideas.repec.org/h/spr/conchp/978-3-030-86186-5_2.html
   My bibliography  Save this book chapter

Revisiting Intangible Capital and Labor Productivity Growth, 2000–2015: Accounting for the Crisis and Economic Recovery in the EU

In: Intangible Capital and Growth

Author

Listed:
  • Felix Roth

    (University of Hamburg)

Abstract

Purpose—This contribution aims to revisit the relationship between intangible capital and labor productivity growth using the largest, up-to-date macro database (2000–2015) available to corroborate the econometric findings of earlier work and to generate novel econometric evidence by accounting for times of crisis (2008–2013) and economic recovery (2014–2015). Design/methodology/approach—To achieve these aims, the study employs a cross-country growth-accounting econometric estimation approach using the largest, up-to-date database available encompassing 16 EU countries over the period 2000–2015. It accounts for times of crisis (2008–2013) and of economic recovery (2014–2015). It separately estimates the contribution of three distinct dimensions of intangible capital: 1) computerized information, 2) innovative property, and 3) economic competencies. Findings—First, when accounting for intangibles, this contribution finds that these intangibles have become the dominant source of labor productivity growth in the EU, explaining up to 66% of growth. Second, when accounting for times of crisis (2008–2013), in contrast to tangible capital, it detects a solid positive relationship between intangibles and labor productivity growth. Third, when accounting for the economic recovery (2014–2015), it finds a highly significant and remarkably strong relationship between intangible capital and labor productivity growth. Originality/value—The study corroborates the importance of intangibles for labor productivity growth and thereby underlines the necessity to incorporate intangibles into today’s national accounting frameworks in order to correctly depict the levels of capital investment being made in European economies. These levels are significantly higher than those currently reflected in the official statistics.

Suggested Citation

  • Felix Roth, 2022. "Revisiting Intangible Capital and Labor Productivity Growth, 2000–2015: Accounting for the Crisis and Economic Recovery in the EU," Contributions to Economics, in: Intangible Capital and Growth, chapter 0, pages 17-42, Springer.
  • Handle: RePEc:spr:conchp:978-3-030-86186-5_2
    DOI: 10.1007/978-3-030-86186-5_2
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Felix Roth & Anna-Elisabeth Thum, 2022. "Intangible Capital and Labor Productivity Growth: Panel Evidence for the EU from 1998–2005," Contributions to Economics, in: Intangible Capital and Growth, chapter 0, pages 101-128, Springer.
    2. Carol Corrado & Charles Hulten & Daniel Sichel, 2005. "Measuring Capital and Technology: An Expanded Framework," NBER Chapters, in: Measuring Capital in the New Economy, pages 11-46, National Bureau of Economic Research, Inc.
    3. John M. Abowd & John Haltiwanger & Ron Jarmin & Julia Lane & Paul Lengermann & Kristin McCue & Kevin McKinney & Kristin Sandusky, 2005. "The Relation among Human Capital, Productivity, and Market Value: Building Up from Micro Evidence," NBER Chapters, in: Measuring Capital in the New Economy, pages 153-204, National Bureau of Economic Research, Inc.
    4. Kyoji Fukao & Tsutomu Miyagawa & Kentaro Mukai & Yukio Shinoda & Konomi Tonogi, 2009. "Intangible Investment In Japan: Measurement And Contribution To Economic Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 717-736, September.
    5. Dominique Guellec & Bruno van Pottelsberghe de la Potterie, 2003. "R&D and Productivity Growth: Panel Data Analysis of 16 OECD Countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 103-126.
    6. Leonard I. Nakamura, 2010. "Intangible Assets And National Income Accounting," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(s1), pages 135-155, June.
    7. Jorgenson,Dale W. & Fukao,Kyoji & Timmer,Marcel P. (ed.), 2016. "The World Economy," Cambridge Books, Cambridge University Press, number 9781107143340, September.
    8. Nicholas Oulton & Sylaja Srinivasan, 2003. "Capital stocks, capital services, and depreciation: an integrated framework," Bank of England working papers 192, Bank of England.
    9. Corrado, Carol & Haskel, Jonathan & Jona-Lasinio, Cecilia & Iommi, Massimiliano, 2016. "Intangible investment in the EU and US before and since the Great Recession and its contribution to productivity growth," EIB Working Papers 2016/08, European Investment Bank (EIB).
    10. Philippe Askenazy & Lutz Bellmann & Alex Bryson & Eva Moreno Galbis, 2016. "Productivity Puzzles Across Europe," PSE-Ecole d'économie de Paris (Postprint) halshs-01379283, HAL.
    11. Harald Edquist, 2011. "CAN INVESTMENT IN INTANGIBLES EXPLAIN THE SWEDISH PRODUCTIVITY BOOM IN THE 1990s?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 658-682, December.
    12. Mauro Giorgio Marrano & Jonathan Haskel & Gavin Wallis, 2009. "What Happened To The Knowledge Economy? Ict, Intangible Investment, And Britain'S Productivity Record Revisited," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 686-716, September.
    13. Carol Corrado & John Haltiwanger & Daniel Sichel, 2005. "Measuring Capital in the New Economy," NBER Books, National Bureau of Economic Research, Inc, number corr05-1.
    14. Hannu Piekkola, 2016. "Intangible Investment and Market Valuation," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(1), pages 28-51, March.
    15. Hannu Piekkola, 2018. "Broad-based intangibles as generators of growth in Europe," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 27(4), pages 377-400, May.
    16. Carol Corrado & John Haltiwanger & Daniel Sichel, 2005. "Introduction to "Measuring Capital in the New Economy"," NBER Chapters, in: Measuring Capital in the New Economy, pages 1-10, National Bureau of Economic Research, Inc.
    17. Trinh Le & John Gibson & Les Oxley, 2005. "Measures of human capital: A review of the literature," Treasury Working Paper Series 05/10, New Zealand Treasury.
    18. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    19. Niebel, Thomas & Saam, Marianne, 2011. "Productivity of ICT and non-ICT capital: The role of rates of return and capital prices," ZEW Discussion Papers 11-083, ZEW - Leibniz Centre for European Economic Research.
    20. Van Trinh, Le Thi & Gibson, John & Oxley, Les, 2005. "Measuring the stock of human capital in New Zealand," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 68(5), pages 484-497.
    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. Roth, Felix & Sen, Ali & Rammer, Christian, 2021. "Intangible Capital and Firm-Level Productivity – Evidence from Germany," Hamburg Discussion Papers in International Economics 9, University of Hamburg, Department of Economics.
    2. Ilias Kostarakos & Kieran McQuinn & Petros Varthalitis, 2024. "Is Ireland the most intangible intensive economy in Europe? A growth accounting perspective," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 70(2), pages 370-394, June.
    3. Vu, Khuong & Hartley, Kris, 2022. "Sources of transport sector labor productivity performance in industrialized countries: Insights from a decomposition analysis," Transport Policy, Elsevier, vol. 129(C), pages 204-218.
    4. Viktorija Bobinaite & Inga Konstantinaviciute & Akvile Cibinskiene & Daiva Dumciuviene, 2022. "Labour Productivity as a Factor of Tangible Investment in Companies Producing Wind Energy Components and Its Impacts: Case of Lithuania," Energies, MDPI, vol. 15(13), pages 1-29, July.
    5. Mercedes Gumbau-Albert & Joaquín Maudos, 2022. "The importance of intangible assets in regional economic growth: a growth accounting approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(2), pages 361-390, October.
    6. Ni, Qingshan & Zhang, Hao & Lu, Yanjin, 2023. "Way to measure Intangible capital for innovation-driven economic growth: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 156-172.
    7. Vu, Khuong & Amann, Juergen, 2024. "An analysis of ICT hardware manufacturing in industrialized economies: Growth patterns, productivity performance, and driving Forces," Telecommunications Policy, Elsevier, vol. 48(1).
    8. Carolina Hintzmann & Josep Lladós-Masllorens & Raul Ramos, 2021. "Intangible Assets and Labor Productivity Growth," Economies, MDPI, vol. 9(2), pages 1-21, May.
    9. Tsakanikas, Aggelos & Roth, Felix & Caliò, Simone & Caloghirou, Yannis & Dimas, Petros, 2020. "The contribution of intangible inputs and participation in global value chains to productivity performance – Evidence from the EU-28, 2000-2014," Hamburg Discussion Papers in International Economics 5, University of Hamburg, Department of Economics.
    10. Roth, Felix & Sen, Ali, 2021. "Intangible Capital and Labor Productivity Growth: Revisiting the Evidence," Hamburg Discussion Papers in International Economics 10, University of Hamburg, Department of Economics.
    11. Roth, Felix, 2022. "Intangible Capital and Labor Productivity Growth – Revisiting the Evidence: An Update," Hamburg Discussion Papers in International Economics 11, University of Hamburg, Department of Economics.

    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. Roth, Felix, 2019. "Intangible Capital and Labour Productivity Growth: A Review of the Literature," Hamburg Discussion Papers in International Economics 4, University of Hamburg, Department of Economics.
    2. Felix Roth & Anna-Elisabeth Thum, 2022. "Intangible Capital and Labor Productivity Growth: Panel Evidence for the EU from 1998–2005," Contributions to Economics, in: Intangible Capital and Growth, chapter 0, pages 101-128, Springer.
    3. Carolina Hintzmann & Josep Lladós-Masllorens & Raul Ramos, 2021. "Intangible Assets and Labor Productivity Growth," Economies, MDPI, vol. 9(2), pages 1-21, May.
    4. Felix Roth, 2022. "The Productivity Puzzle: A Critical Assessment and an Outlook on the COVID-19 Crisis," Contributions to Economics, in: Intangible Capital and Growth, chapter 0, pages 1-16, Springer.
    5. Roth,Felix & Thum, Anna-Elisabeth, 2010. "Does intangible capital affect economic growth?," CEPS Papers 3667, Centre for European Policy Studies.
    6. Roth, Felix & Sen, Ali, 2021. "Intangible Capital and Labor Productivity Growth: Revisiting the Evidence," Hamburg Discussion Papers in International Economics 10, University of Hamburg, Department of Economics.
    7. Roth, Felix, 2022. "Intangible Capital and Labor Productivity Growth – Revisiting the Evidence: An Update," Hamburg Discussion Papers in International Economics 11, University of Hamburg, Department of Economics.
    8. Wen Chen, 2018. "Cross‐Country Income Differences Revisited: Accounting for the Role of Intangible Capital," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(3), pages 626-648, September.
    9. Chen, Wen & Niebel, Thomas & Saam, Marianne, 2016. "Are intangibles more productive in ICT-intensive industries? Evidence from EU countries," Telecommunications Policy, Elsevier, vol. 40(5), pages 471-484.
    10. Martin Falk, 2013. "New Empirical Findings for International Investment in Intangible Assets. WWWforEurope Working Paper No. 30," WIFO Studies, WIFO, number 46891, March.
    11. Hyunbae Chun & M. Ishaq Nadiri, 2016. "Intangible Investment and Changing Sources of Growth in Korea," The Japanese Economic Review, Japanese Economic Association, vol. 67(1), pages 50-76, March.
    12. Kristof Van Criekingen & Carter Bloch & Carita Eklund, 2022. "Measuring intangible assets—A review of the state of the art," Journal of Economic Surveys, Wiley Blackwell, vol. 36(5), pages 1539-1558, December.
    13. Siedschlag, Iulia & Lawless, Martina & Di Ubaldo, Mattia, 2017. "Investment in knowledge-based capital and its contribution to productivity growth: a review of international and Irish evidence," Research Series, Economic and Social Research Institute (ESRI), number BKMNEXT336.
    14. Carol Corrado & Jonathan Haskel & Cecilia Jona-Lasinio, 2017. "Knowledge Spillovers, ICT and Productivity Growth," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(4), pages 592-618, August.
    15. Roth, Felix & Sen, Ali & Rammer, Christian, 2021. "Intangible Capital and Firm-Level Productivity – Evidence from Germany," Hamburg Discussion Papers in International Economics 9, University of Hamburg, Department of Economics.
    16. Ellen McGrattan, 2020. "Intangible Capital and Measured Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 37, pages 147-166, August.
    17. Ilias Kostarakos & Kieran McQuinn & Petros Varthalitis, 2024. "Is Ireland the most intangible intensive economy in Europe? A growth accounting perspective," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 70(2), pages 370-394, June.
    18. HOSONO Kaoru & MIYAKAWA Daisuke & TAKIZAWA Miho & YAMANOUCHI Kenta, 2016. "Complementarity and Substitutability between Tangible and Intangible Capital: Evidence from Japanese firm-level data," Discussion papers 16024, Research Institute of Economy, Trade and Industry (RIETI).
    19. Nonnis, Alberto & Bounfour, Ahmed & Kim, Keungoui, 2023. "Knowledge spillovers and intangible complementarities: Empirical case of European countries," Research Policy, Elsevier, vol. 52(1).
    20. Mariela Dal Borgo & Peter Goodridge & Jonathan Haskel & Annarosa Pesole, 2013. "Productivity and Growth in UK Industries: An Intangible Investment Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(6), pages 806-834, December.

    More about this item

    Keywords

    Intangible capital; Labor productivity growth; Crisis; Recovery; European Union;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • G01 - Financial Economics - - General - - - Financial Crises
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

    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:spr:conchp:978-3-030-86186-5_2. 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.