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Intangible Capital as a Driver of Labor Productivity in Regions and Industries: Evidence of the Spanish Case

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  • Mercedes Gumbau‐Albert

Abstract

In the last decade, many studies discussed the impact of intangible investment on firms' performance. However, comparing the effect of different types of intangible investments at regional and sectoral level is not well explored. The paper aims to fill this gap by assessing the impact of several intangible capital on labor productivity using for the first‐time updated data for the period 2000–2019. Adopting panel data techniques and system GMM, the results show that regions with higher endowments of intangible capital get higher levels of labor productivity. The study results also highlight the importance of differentiating between different sectors and types of intangible capital as they have different impact on productivity labor. In the primary sector only investments in R&D result in additional productivity gains. In the manufacturing industry, investments in R&D and software result in additional productivity gains while the service sector also increases labor productivity through other intangibles assets with innovative property such as mineral exploration, entertainment, and artistic originals.

Suggested Citation

  • Mercedes Gumbau‐Albert, 2024. "Intangible Capital as a Driver of Labor Productivity in Regions and Industries: Evidence of the Spanish Case," Growth and Change, Wiley Blackwell, vol. 55(4), December.
    • Handle: RePEc:bla:growch:v:55:y:2024:i:4:n:e12738
    DOI: 10.1111/grow.12738
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    References listed on IDEAS

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    1. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    2. Ryota Nakatani, 2024. "Multifactor productivity growth enhancers across industries and countries: firm-level evidence," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(2), pages 401-446, June.
    3. Badi H. Baltagi, 2021. "Econometric Analysis of Panel Data," Springer Texts in Business and Economics, Springer, edition 6, number 978-3-030-53953-5, April.
    4. 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.
    5. Yang, Chih-Hai, 2022. "How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from Taiwan," Research Policy, Elsevier, vol. 51(6).
    6. César Calderón & Enrique Moral‐Benito & Luis Servén, 2015. "Is infrastructure capital productive? A dynamic heterogeneous approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(2), pages 177-198, March.
    7. 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.
    8. Carol Corrado & Jonathan Haskel & Cecilia Jona-Lasinio, 2021. "Artificial intelligence and productivity: an intangible assets approach," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 37(3), pages 435-458.
    9. Andrés Rodríguez-Pose & Roberto Ganau, 2022. "Institutions and the productivity challenge for European regions," Journal of Economic Geography, Oxford University Press, vol. 22(1), pages 1-25.
    10. Ryan A. Decker & John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2016. "Declining Business Dynamism: What We Know and the Way Forward," American Economic Review, American Economic Association, vol. 106(5), pages 203-207, May.
    11. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    12. Konstantinos A. Melachroinos & Nigel Spence, 2013. "Intangible Investment and Regional Productivity in Great Britain," Regional Studies, Taylor & Francis Journals, vol. 47(7), pages 1048-1064, July.
    13. Nakatani, Ryota, 2021. "Total factor productivity enablers in the ICT industry: A cross-country firm-level analysis," Telecommunications Policy, Elsevier, vol. 45(9).
    14. Felix Roth, 2022. "Intangible Capital and Growth," Contributions to Economics, Springer, number 978-3-030-86186-5.
    15. 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.
    16. Hertel, By Thomas W. & Baldos, Uris L.C. & Fuglie, Keith O., 2020. "Trade in technology: A potential solution to the food security challenges of the 21st century," European Economic Review, Elsevier, vol. 127(C).
    17. Ryota Nakatani, 2024. "Food companies' productivity dynamics: Exploring the role of intangible assets," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 185-226, January.
    18. Hertel, Thomas & Baldos, Uris Lantz & Fuglie, Keith O., 2019. "Trade in Technology: A Potential Solution to the Food Security Challenge of the 21st Century," Conference papers 333121, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    19. 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.
    20. Elizabeth Webster & Paul H. Jensen, 2006. "Investment in Intangible Capital: An Enterprise Perspective," The Economic Record, The Economic Society of Australia, vol. 82(256), pages 82-96, March.
    21. Pekka Ilmakunnas & Hannu Piekkola, 2014. "Intangible investment in people and productivity," Journal of Productivity Analysis, Springer, vol. 41(3), pages 443-456, June.
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