IDEAS home Printed from https://ideas.repec.org/p/rif/wpaper/119.html
   My bibliography  Save this paper

Intangibles in Light of Industry-level CompNet Dataset

Author

Listed:
  • Pikka, Aleksi

Abstract

This paper studies the productivity effects of intangible assets using 9th vintage of the CompNet dataset. Descriptive work shows that there is dispersion in usage of intangibles; some firms invest heavily into intangible assets and many firms do not invest at all. In addition, preliminary evidence, using the joint distributions provided by CompNet, implies that intangible assets increase the productivity of the firms that already belong to the 90th productivity percentile. Furthermore, I estimate the output elasticity of intangible assets by a Cobb Douglas production function using data at the 2-digit industry (NACE rev 2) level of aggregation and find output elasticity of intangibles to be approximately between 0.08–0.10. A special emphasis is placed on development of intangibles in Finland. I find that concentration in intangibles, measured by the Herfindahl-Hirschman index, has increased in the past few years and that intangible assets are concentrated in ICT and manufacturing macro-sectors. In addition, I estimate a Cobb Douglas production function using only data from Finland and find that while output elasticity on intangible assets is approximately 0.05, the coefficient is not statistically significant, and hence, the evidence is inconclusive.

Suggested Citation

  • Pikka, Aleksi, 2024. "Intangibles in Light of Industry-level CompNet Dataset," ETLA Working Papers 119, The Research Institute of the Finnish Economy.
  • Handle: RePEc:rif:wpaper:119
    as

    Download full text from publisher

    File URL: https://www.etla.fi/wp-content/uploads/ETLA-Working-Papers-119.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    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. 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.
    4. Kevin J. Fox & Thomas Niebel & Mary O'Mahony & Marianne Saam, 2017. "The Contribution of Intangible Assets to Sectoral Productivity Growth in the EU," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63, pages 49-67, February.
    5. Carol Corrado & Jonathan Haskel & Cecilia Jona-Lasinio & Massimiliano Iommi, 2022. "Intangible Capital and Modern Economies," Journal of Economic Perspectives, American Economic Association, vol. 36(3), pages 3-28, Summer.
    6. Jiafeng Chen & Jonathan Roth, 2024. "Logs with Zeros? Some Problems and Solutions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 891-936.
    7. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    8. Carol Corrado & Chiara Criscuolo & Jonathan Haskel & Alexander Himbert & Cecilia Jona-Lasinio, 2021. "New evidence on intangibles, diffusion and productivity," OECD Science, Technology and Industry Working Papers 2021/10, OECD Publishing.
    9. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    10. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    11. 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.
    Full references (including those not matched with items on IDEAS)

    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 & 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. 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.
    3. Marie Le Mouel & Alexander Schiersch, 2020. "Knowledge-Based Capital and Productivity Divergence," Discussion Papers of DIW Berlin 1868, DIW Berlin, German Institute for Economic Research.
    4. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023. "Artificial intelligence and firm-level productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
    5. Bhattacharya, Mita & Okafor, Luke Emeka & Pradeep, V., 2021. "International firm activities, R&D, and productivity: Evidence from Indian manufacturing firms," Economic Modelling, Elsevier, vol. 97(C), pages 1-13.
    6. Andrea Garnero & François Rycx & Isabelle Terraz, 2020. "Productivity and Wage Effects of Firm‐Level Collective Agreements: Evidence from Belgian Linked Panel Data," British Journal of Industrial Relations, London School of Economics, vol. 58(4), pages 936-972, December.
    7. Chen, Sophia & Lee, Do, 2023. "Small and vulnerable: SME productivity in the great productivity slowdown," Journal of Financial Economics, Elsevier, vol. 147(1), pages 49-74.
    8. Kaus, Wolfhard & Slavtchev, Viktor & Zimmermann, Markus, 2020. "Intangible capital and productivity: Firm-level evidence from German manufacturing," IWH Discussion Papers 1/2020, Halle Institute for Economic Research (IWH).
    9. Gustavo Canavire-Bacarreza & Luis Castro Peñarrieta, 2021. "Can licensing induce productivity? Exploring the IPR effect," Empirical Economics, Springer, vol. 61(2), pages 549-586, August.
    10. Petrick, Martin & Kloss, Mathias, 2013. "Identifying Factor Productivity from Micro-data: The case of EU agriculture," Working papers 144004, Factor Markets, Centre for European Policy Studies.
    11. Michael Peneder & Christian Rammer, 2018. "Measuring Competitiveness," WIFO Studies, WIFO, number 60838.
    12. Thum-Thysen, Anna & Voigt, Peter & Weiss, Christoph, 2021. "Complementarities in capital formation and production: Tangible and intangible assets across Europe," EIB Working Papers 2021/12, European Investment Bank (EIB).
    13. Peneder, Michael & Rammer, Christian (ed.), 2018. "Measuring Competitiveness," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 181906.
    14. Eppinger, Peter S., 2019. "Service offshoring and firm employment," Journal of International Economics, Elsevier, vol. 117(C), pages 209-228.
    15. Philipp Steinbrunner, 2023. "I want a quiet life! On productivity and competition in the Central European energy sector," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(2), pages 403-428, April.
    16. Jamil, Nida & Chaudhry, Theresa Thompson & Chaudhry, Azam, 2022. "Trading textiles along the new silk route: The impact on Pakistani firms of gaining market access to China," Journal of Development Economics, Elsevier, vol. 158(C).
    17. Li, Qing & Wu, Yanrui, 2020. "Intangible capital, ICT and sector growth in China," Telecommunications Policy, Elsevier, vol. 44(1).
    18. Marco Cucculelli & Riccardo Cappelli & Jasmine Mondolo, 2024. "Does market power drive business model innovation? Evidence from Italian family manufacturing firms," Small Business Economics, Springer, vol. 63(1), pages 447-475, June.
    19. repec:zbw:iamodp:271870 is not listed on IDEAS
    20. Erik Hille & Patrick Möbius, 2019. "Environmental Policy, Innovation, and Productivity Growth: Controlling the Effects of Regulation and Endogeneity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(4), pages 1315-1355, August.
    21. Rammer, Christian & Roth, Felix & Trunschke, Markus, 2020. "Measuring organisation capital at the firm level: A production function approach," ZEW Discussion Papers 20-021, ZEW - Leibniz Centre for European Economic Research.

    More about this item

    Keywords

    Intangible capital; Productivity;

    JEL classification:

    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:rif:wpaper:119. 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: Kaija Hyvönen-Rajecki (email available below). General contact details of provider: https://edirc.repec.org/data/etlaafi.html .

    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.