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Big data revisited: a rejoinder

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  • Kallinikos, Jannis
  • Constantiou, Ioanna D.

Abstract

We elaborate on key issues of our paper New games, new rules: big data and the changing context of strategy as a means of addressing some of the concerns raised by the paper’s commentators. We initially deal with the issue of social data and the role it plays in the current data revolution. The massive involvement of lay publics as instrumented by social media breaks with the strong expert cultures that have underlain the production and use of data in modern organizations. It also sets apart the interactive and communicative processes by which social data is produced from sensor data and the technological recording of facts. We further discuss the significance of the very mechanisms by which big data is produced as distinct from the very attributes of big data, often discussed in the literature. In the final section of the paper, we qualify the alleged importance of algorithms and claim that the structures of data capture and the architectures in which data generation is embedded are fundamental to the phenomenon of big data.

Suggested Citation

  • Kallinikos, Jannis & Constantiou, Ioanna D., 2015. "Big data revisited: a rejoinder," LSE Research Online Documents on Economics 63020, London School of Economics and Political Science, LSE Library.
    • Handle: RePEc:ehl:lserod:63020
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    File URL: http://eprints.lse.ac.uk/63020/
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    References listed on IDEAS

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    1. Hal R. Varian, 2010. "Computer Mediated Transactions," American Economic Review, American Economic Association, vol. 100(2), pages 1-10, May.
    2. Kallinikos, Jannis, 2004. "The social foundations of the bureaucratic order," LSE Research Online Documents on Economics 162, London School of Economics and Political Science, LSE Library.
    3. Kallinikos, Jannis, 1995. "Cognitive foundations of economic institutions: Markets, organizations and networks revisited," Scandinavian Journal of Management, Elsevier, vol. 11(2), pages 119-137, June.
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    Cited by:

    1. Cristina Alaimo & Jannis Kallinikos, 2017. "Computing the everyday: social media as data platforms," LSE Research Online Documents on Economics 81432, London School of Economics and Political Science, LSE Library.
    2. Christian Bartelheimer & Philipp Heiden & Hedda Lüttenberg & Daniel Beverungen, 2022. "Systematizing the lexicon of platforms in information systems: a data-driven study," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 375-396, March.
    3. Mathias Eggert & Jens Alberts, 2020. "Frontiers of business intelligence and analytics 3.0: a taxonomy-based literature review and research agenda," Business Research, Springer;German Academic Association for Business Research, vol. 13(2), pages 685-739, July.
    4. Christian Bartelheimer, Philipp zur Heiden, Hedda Lüttenberg, Daniel Beverungen, 2021. "Systematizing the Lexicon of Platforms in Information Systems: A Data-Driven Study," Working Papers Dissertations 79, Paderborn University, Faculty of Business Administration and Economics.
    5. Alaimo, Cristina & Kallinikos, Jannis & Vallderama-Venegas, E, 2020. "Platforms as service ecosystems: lessons from social media," LSE Research Online Documents on Economics 101474, London School of Economics and Political Science, LSE Library.
    6. Purva Grover & Arpan Kumar Kar, 2017. "Big Data Analytics: A Review on Theoretical Contributions and Tools Used in Literature," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 18(3), pages 203-229, September.
    7. Hassan Keshavarz & Akbariah Mohd Mahdzir & Hosna Talebian & Neda Jalaliyoon & Naoki Ohshima, 2021. "The Value of Big Data Analytics Pillars in Telecommunication Industry," Sustainability, MDPI, vol. 13(13), pages 1-36, June.
    8. Rikhardsson, Pall & Yigitbasioglu, Ogan, 2018. "Business intelligence & analytics in management accounting research: Status and future focus," International Journal of Accounting Information Systems, Elsevier, vol. 29(C), pages 37-58.

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    More about this item

    Keywords

    social data; expert data; causal mechanisms; algorithms; data architectures;
    All these keywords.

    JEL classification:

    • J50 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - General

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