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Algorithms as organizational figuration: The sociotechnical arrangements of a fintech start-up

  • Sara Dahlman*
  • , Ib T. Gulbrandsen
  • , Sine N. Just
  • *Corresponding author for this work

Research output: Journal contributions › Journal articles › Research › peer-review

20 Citations (Scopus)

Abstract

Building on critical approaches that understand algorithms in terms of communication, culture and organization, this paper offers the supplementary conceptualization of algorithms as organizational figuration, defined as material and meaningful sociotechnical arrangements that develop in spatiotemporal processes and are shaped by multiple enactments of affordance–agency relations. We develop this conceptualization through a case study of a Danish fintech start-up that uses machine learning to create opportunities for sustainable pensions investments. By way of ethnographic and literary methodology, we provide an in-depth analysis of the dynamic trajectory in and through which the organization gives shape to and takes shape from its key algorithmic tool, mapping the shifting sociotechnical arrangements of the start-up, from its initial search for a viable business model through the development of the algorithm to the public launch of its product. On this basis, we argue that conceptualizing algorithms as organizational figuration enables us to detail not only what algorithms do but also what they are.

Original languageEnglish
JournalBig Data and Society
Volume8
Issue number1
Number of pages15
DOIs
Publication statusPublished - 2021

Bibliographical note

Publisher Copyright:
© The Author(s) 2021.

Research areas and keywords

  • Algorithms
  • ethnography
  • figuration
  • fintech
  • living maps
  • sociotechnical arrangements
  • Management studies

ASJC Scopus Subject Areas

  • Information Systems
  • Communication
  • Computer Science Applications
  • Information Systems and Management
  • Library and Information Sciences

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