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Earth Observation data, innovation and economic performance: a study of the downstream sector in Italy

Author

Listed:
  • Veronica Lupi

    (Vrije Universiteit Amsterdam
    Fondazione Eni Enrico Mattei)

  • Valentina Morretta

    (University of Milan)

  • Lorenzo Zirulia

    (University of Milan)

Abstract

The increasing availability of external data in the realm of big data significantly impacts the operations and performance of businesses. In this study, we focus on Earth Observation (EO) technology, which supplies an extensive range of data related to Earth's chemical, biological, physical, and societal aspects. Our primary goal is to understand how the utilisation of EO data affects companies operating in the downstream sector. These enterprises possess the expertise and capabilities to extract valuable insights and information from EO data. We use a rich and innovative dataset representing 74% of the Italian EO downstream sector. The results show that EO data have heterogeneous impacts across downstream firms. Economic performance and innovation are positively correlated only for a subset of firms, especially the ones in the northern regions. Firms in the centre of Italy exploit the spillover of being close to large space infrastructures, but their performance in economic and innovation terms is mixed. The sub-sample in the South of Italy innovates due to EO but performs poorly economically. We discuss the determinants of such discrepancies and suggest policy and managerial implications for the industry's future development.

Suggested Citation

  • Veronica Lupi & Valentina Morretta & Lorenzo Zirulia, 2024. "Earth Observation data, innovation and economic performance: a study of the downstream sector in Italy," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(1), pages 103-136, March.
    • Handle: RePEc:spr:eurasi:v:14:y:2024:i:1:d:10.1007_s40821-024-00261-y
    DOI: 10.1007/s40821-024-00261-y
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    1. Fariborz Damanpour & Shanthi Gopalakrishnan, 2001. "The Dynamics of the Adoption of Product and Process Innovations in Organizations," Journal of Management Studies, Wiley Blackwell, vol. 38(1), pages 45-65, January.
    2. Neil Lee & Ross Brown, 2017. "Innovation, SMEs and the liability of distance: the demand and supply of bank funding in UK peripheral regions," Journal of Economic Geography, Oxford University Press, vol. 17(1), pages 233-260.
    3. Kaiser, Ulrich, 2009. "Patents and profit rates," Economics Letters, Elsevier, vol. 104(2), pages 79-80, August.
    4. Nicholas S. Vonortas, 2015. "Innovation and public procurement in the United States," Chapters, in: Charles Edquist & Nicholas S Vonortas & Jon M Zabala-Iturriagagoitia & Jakob Edler (ed.), Public Procurement for Innovation, chapter 6, pages 147-178, Edward Elgar Publishing.
    5. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    6. Ghasemaghaei, Maryam & Calic, Goran, 2020. "Assessing the impact of big data on firm innovation performance: Big data is not always better data," Journal of Business Research, Elsevier, vol. 108(C), pages 147-162.
    7. Carla Costa & Rui Baptista, 2023. "Knowledge inheritance and performance of spinouts," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(1), pages 29-55, March.
    8. Edler, Jakob & Georghiou, Luke, 2007. "Public procurement and innovation--Resurrecting the demand side," Research Policy, Elsevier, vol. 36(7), pages 949-963, September.
    9. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2023. "AI technologies and employment: micro evidence from the supply side," Applied Economics Letters, Taylor & Francis Journals, vol. 30(6), pages 816-821, March.
    10. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2000. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not)," NBER Working Papers 7552, National Bureau of Economic Research, Inc.
    11. Paolo Castelnovo & Valentina Morretta & Michela Vecchi, 2020. "Regional disparities and industrial structure: territorial capital and productivity in Italian firms," Regional Studies, Taylor & Francis Journals, vol. 54(12), pages 1709-1723, December.
    12. Salvatore Greco & Alessio Ishizaka & Menelaos Tasiou & Gianpiero Torrisi, 2019. "On the Methodological Framework of Composite Indices: A Review of the Issues of Weighting, Aggregation, and Robustness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 61-94, January.
    13. Thomas Niebel & Fabienne Rasel & Steffen Viete, 2019. "BIG data – BIG gains? Understanding the link between big data analytics and innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(3), pages 296-316, April.
    14. Dosi, G. & Piva, M. & Virgillito, M.E. & Vivarelli, M., 2021. "Embodied and disembodied technological change: The sectoral patterns of job-creation and job-destruction," Research Policy, Elsevier, vol. 50(4).
    15. Charles Edquist & Nicholas S Vonortas & Jon M Zabala-Iturriagagoitia & Jakob Edler (ed.), 2015. "Public Procurement for Innovation," Books, Edward Elgar Publishing, number 15642.
    16. Robinson, Douglas K.R. & Mazzucato, Mariana, 2019. "The evolution of mission-oriented policies: Exploring changing market creating policies in the US and European space sector," Research Policy, Elsevier, vol. 48(4), pages 936-948.
    17. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy, 2021. "The impact of artificial intelligence on labor productivity," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 1-25, March.
    18. Malerba, Franco & Orsenigo, Luigi, 1996. "The Dynamics and Evolution of Industries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 5(1), pages 51-87.
    19. Elena Cefis & Matteo Ciccarelli, 2005. "Profit differentials and innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(1-2), pages 43-61.
    20. Kris Boudt & Marco d’Errico & Hong Anh Luu & Rebecca Pietrelli & Muhammad Ahsan, 2022. "Interpretability of Composite Indicators Based on Principal Components," Journal of Probability and Statistics, Hindawi, vol. 2022, pages 1-12, September.
    21. Markus A. Kirchberger & Larissa Pohl, 2016. "Technology commercialization: a literature review of success factors and antecedents across different contexts," The Journal of Technology Transfer, Springer, vol. 41(5), pages 1077-1112, October.
    22. Breschi, Stefano & Malerba, Franco & Orsenigo, Luigi, 2000. "Technological Regimes and Schumpeterian Patterns of Innovation," Economic Journal, Royal Economic Society, vol. 110(463), pages 388-410, April.
    23. Matthew Weinzierl, 2018. "Space, the Final Economic Frontier," Journal of Economic Perspectives, American Economic Association, vol. 32(2), pages 173-192, Spring.
    24. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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