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Harnessing big data for a multifunctional theory of the firm

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  • Roth, Steffen
  • Schwede, Peter
  • Valentinov, Vladislav
  • Pérez-Valls, Miguel
  • Kaivo-oja, Jari

Abstract

This paper explores the potential of big data, such as those compiled by the Google Books project, to inform the dominant theories of the firm that tend to be grounded on strong assumptions about the capitalist nature of the modern society. Combining the novel methodologies of the digital age with Niklas Luhmann's theory of functional differentiation, we draw on big data-driven abductive reasoning to redirect the attention of management scholars away from the dominant contract-based and competence theories of capitalist firms toward organizations navigating the regime of functional differentiation, which is marked by contingent and historically evolving prominence of individual function systems. We conclude that this navigation requires appropriate strategic management tools which are no longer primarily geared to the economic function system but rather entail a radical reconfiguration of the firm as a multifunctional organization.

Suggested Citation

  • Roth, Steffen & Schwede, Peter & Valentinov, Vladislav & Pérez-Valls, Miguel & Kaivo-oja, Jari, 2020. "Harnessing big data for a multifunctional theory of the firm," European Management Journal, Elsevier, vol. 38(1), pages 54-61.
    • Handle: RePEc:eee:eurman:v:38:y:2020:i:1:p:54-61
    DOI: 10.1016/j.emj.2019.07.004
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    1. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    2. Hodgson, Geoffrey M., 2012. "From Pleasure Machines to Moral Communities," University of Chicago Press Economics Books, University of Chicago Press, number 9780226922713, December.
    3. Hodgson, Geoffrey M., 1998. "Competence and contract in the theory of the firm," Journal of Economic Behavior & Organization, Elsevier, vol. 35(2), pages 179-201, April.
    4. Nicholas S. Argyres & Teppo Felin & Nicolai Foss & Todd Zenger, 2012. "Organizational Economics of Capability and Heterogeneity," Organization Science, INFORMS, vol. 23(5), pages 1213-1226, October.
    5. Kroszner,Randall S. & Putterman,Louis (ed.), 2009. "The Economic Nature of the Firm," Cambridge Books, Cambridge University Press, number 9780521193948, September.
    6. Anselm Schneider & Christopher Wickert & Emilio Marti, 2017. "Reducing Complexity by Creating Complexity: A Systems Theory Perspective on How Organizations Respond to Their Environments," Journal of Management Studies, Wiley Blackwell, vol. 54(2), pages 182-208, March.
    7. Foss, Nicolai Juul, 1993. "Theories of the Firm: Contractual and Competence Perspectives," Journal of Evolutionary Economics, Springer, vol. 3(2), pages 127-144, May.
    8. Jonathan Schad & Pratima Bansal, 2018. "Seeing the Forest and the Trees: How a Systems Perspective Informs Paradox Research," Journal of Management Studies, Wiley Blackwell, vol. 55(8), pages 1490-1506, December.
    9. Apelt, Maja & Besio, Cristina & Corsi, Giancarlo & von Groddeck, Victoria & Grothe-Hammer, Michael & Tacke, Veronika, 2017. "Resurrecting organization without renouncing society: A response to Ahrne, Brunsson and Seidl," European Management Journal, Elsevier, vol. 35(1), pages 8-14.
    10. Alfred Kieser & Lars Leiner, 2009. "Why the Rigour–Relevance Gap in Management Research Is Unbridgeable," Journal of Management Studies, Wiley Blackwell, vol. 46(3), pages 516-533, May.
    11. Patrick M. Wright, 2017. "Making Great Theories," Journal of Management Studies, Wiley Blackwell, vol. 54(3), pages 384-390, May.
    12. Kroszner,Randall S. & Putterman,Louis (ed.), 2009. "The Economic Nature of the Firm," Cambridge Books, Cambridge University Press, number 9780521141772, September.
    13. Maria Jose Murcia & Hector O. Rocha & Julian Birkinshaw, 2018. "Business Schools at the Crossroads? A Trip Back from Sparta to Athens," Journal of Business Ethics, Springer, vol. 150(2), pages 579-591, June.
    14. Andreas Georg Scherer & Andreas Rasche & Guido Palazzo & André Spicer, 2016. "Managing for Political Corporate Social Responsibility: New Challenges and Directions for PCSR 2.0," Journal of Management Studies, Wiley Blackwell, vol. 53(3), pages 273-298, May.
    15. Heylighen, Francis & Lenartowicz, Marta, 2017. "The Global Brain as a model of the future information society: An introduction to the special issue," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 1-6.
    16. Last, Cadell, 2017. "Global Commons in the Global Brain," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 48-64.
    17. Mihaela Kelemen & Nick Rumens & Linh Chi Vo, 2018. "Questioning and Organization Studies," Post-Print hal-02065930, HAL.
    18. Ahrne, Göran & Brunsson, Nils & Seidl, David, 2016. "Resurrecting organization by going beyond organizations," European Management Journal, Elsevier, vol. 34(2), pages 93-101.
    19. Sebastian Raisch & Julian Birkinshaw & Gilbert Probst & Michael L. Tushman, 2009. "Organizational Ambidexterity: Balancing Exploitation and Exploration for Sustained Performance," Organization Science, INFORMS, vol. 20(4), pages 685-695, August.
    20. Roth, Steffen & Clark, Carlton & Trofimov, Nikolay & Mkrtichyan, Artur & Heidingsfelder, Markus & Appignanesi, Laura & Pérez-Valls, Miguel & Berkel, Jan & Kaivo-oja, Jari, 2017. "Futures of a distributed memory. A global brain wave measurement (1800–2000)," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 307-323.
    21. Victoria Groddeck, 2011. "Rethinking the Role of Value Communication in Business Corporations from a Sociological Perspective – Why Organisations Need Value-Based Semantics to Cope with Societal and Organisational Fuzziness," Journal of Business Ethics, Springer, vol. 100(1), pages 69-84, April.
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    5. Jauernig, Johanna & Uhl, Matthias & Valentinov, Vladislav, 2021. "The ethics of corporate hypocrisy: An experimental approach," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 131.

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