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Managing Algorithmic Accountability: Balancing Reputational Concerns, Engagement Strategies, and the Potential of Rational Discourse

Author

Listed:
  • Alexander Buhmann

    (BI Norwegian Business School)

  • Johannes Paßmann

    (University of Siegen)

  • Christian Fieseler

    (BI Norwegian Business School)

Abstract

While organizations today make extensive use of complex algorithms, the notion of algorithmic accountability remains an elusive ideal due to the opacity and fluidity of algorithms. In this article, we develop a framework for managing algorithmic accountability that highlights three interrelated dimensions: reputational concerns, engagement strategies, and discourse principles. The framework clarifies (a) that accountability processes for algorithms are driven by reputational concerns about the epistemic setup, opacity, and outcomes of algorithms; (b) that the way in which organizations practically engage with emergent expectations about algorithms may be manipulative, adaptive, or moral; and (c) that when accountability relationships are heavily burdened by the opacity and fluidity of complex algorithmic systems, the emphasis of engagement should shift to a rational communication process through which a continuous and tentative assessment of the development, workings, and consequences of algorithms can be achieved over time. The degree to which such engagement is, in fact, rational can be assessed based on four discourse-ethical principles of participation, comprehension, multivocality, and responsiveness. We conclude that the framework may help organizations and their environments to jointly work toward greater accountability for complex algorithms. It may further help organizations in reputational positioning surrounding accountability issues. The discourse-ethical principles introduced in this article are meant to elevate these positioning contests to extend beyond mere adaption or compliance and help guide organizations to find moral and forward-looking solutions to accountability issues.

Suggested Citation

  • Alexander Buhmann & Johannes Paßmann & Christian Fieseler, 2020. "Managing Algorithmic Accountability: Balancing Reputational Concerns, Engagement Strategies, and the Potential of Rational Discourse," Journal of Business Ethics, Springer, vol. 163(2), pages 265-280, May.
  • Handle: RePEc:kap:jbuset:v:163:y:2020:i:2:d:10.1007_s10551-019-04226-4
    DOI: 10.1007/s10551-019-04226-4
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    References listed on IDEAS

    as
    1. Gilbert, Dirk Ulrich & Rasche, Andreas, 2007. "Discourse Ethics and Social Accountability: The Ethics of SA 8000," Business Ethics Quarterly, Cambridge University Press, vol. 17(2), pages 187-216, April.
    2. Michelle Greenwood, 2007. "Stakeholder Engagement: Beyond the Myth of Corporate Responsibility," Journal of Business Ethics, Springer, vol. 74(4), pages 315-327, September.
    3. Van Buren, Harry J., 2001. "If Fairness is the Problem, Is Consent the Solution? Integrating ISCT and Stakeholder Theory," Business Ethics Quarterly, Cambridge University Press, vol. 11(3), pages 481-499, July.
    4. Busuioc, E. M. & Lodge, Martin, 2017. "Reputation and accountability relationships: managing accountability expectations through reputation," LSE Research Online Documents on Economics 67152, London School of Economics and Political Science, LSE Library.
    5. David L. Deephouse & Suzanne M. Carter, 2005. "An Examination of Differences Between Organizational Legitimacy and Organizational Reputation," Journal of Management Studies, Wiley Blackwell, vol. 42(2), pages 329-360, March.
    6. Andreas Rasche & Daniel Esser, 2006. "From Stakeholder Management to Stakeholder Accountability," Journal of Business Ethics, Springer, vol. 65(3), pages 251-267, May.
    7. Guido Palazzo & Andreas Scherer, 2006. "Corporate Legitimacy as Deliberation: A Communicative Framework," Journal of Business Ethics, Springer, vol. 66(1), pages 71-88, June.
    8. Andreas Georg Scherer & Guido Palazzo & David Seidl, 2013. "Managing Legitimacy in Complex and Heterogeneous Environments: Sustainable Development in a Globalized World," Journal of Management Studies, Wiley Blackwell, vol. 50(2), pages 259-284, March.
    9. Edwards, Lilian & Veale, Michael, 2017. "Slave to the Algorithm? Why a 'right to an explanation' is probably not the remedy you are looking for," LawArXiv 97upg, Center for Open Science.
    10. Peter Seele & Irina Lock, 2015. "Instrumental and/or Deliberative? A Typology of CSR Communication Tools," Journal of Business Ethics, Springer, vol. 131(2), pages 401-414, October.
    11. David Owen & Tracey Swift & Christopher Humphrey & Mary Bowerman, 2000. "The new social audits: accountability, managerial capture or the agenda of social champions?," European Accounting Review, Taylor & Francis Journals, vol. 9(1), pages 81-98.
    12. Suurmond, Guido & Swank, Otto H. & Visser, Bauke, 2004. "On the bad reputation of reputational concerns," Journal of Public Economics, Elsevier, vol. 88(12), pages 2817-2838, December.
    13. Nadia Bernaz, 2013. "Enhancing Corporate Accountability for Human Rights Violations: Is Extraterritoriality the Magic Potion?," Journal of Business Ethics, Springer, vol. 117(3), pages 493-511, October.
    14. Salvador Carmona & Rafael Donoso & Philip Reckers, 2013. "Timing in Accountability and Trust Relationships," Journal of Business Ethics, Springer, vol. 112(3), pages 481-495, February.
    15. Gray, Rob, 2002. "The social accounting project and Accounting Organizations and Society Privileging engagement, imaginings, new accountings and pragmatism over critique?," Accounting, Organizations and Society, Elsevier, vol. 27(7), pages 687-708, October.
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    Cited by:

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    2. Florian Pethig & Julia Kroenung, 2023. "Biased Humans, (Un)Biased Algorithms?," Journal of Business Ethics, Springer, vol. 183(3), pages 637-652, March.
    3. Buhmann, Alexander & Fieseler, Christian, 2021. "Towards a deliberative framework for responsible innovation in artificial intelligence," Technology in Society, Elsevier, vol. 64(C).
    4. Wang, Weisha & Wang, Yichuan & Chen, Long & Ma, Rui & Zhang, Minhao, 2024. "Justice at the Forefront: Cultivating felt accountability towards Artificial Intelligence among healthcare professionals," Social Science & Medicine, Elsevier, vol. 347(C).
    5. Pizzi, Gabriele & Vannucci, Virginia & Shukla, Yupal & Aiello, Gaetano, 2022. "Privacy concerns and justice perceptions with the disclosure of biometric versus behavioral data for personalized pricing tell me who you are, I’ll tell you how much you pay. Consumers’ fairness and p," Journal of Business Research, Elsevier, vol. 148(C), pages 420-432.

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