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Published in: Ethics and Information Technology 4/2021

29-09-2021 | Original Paper

AI recruitment algorithms and the dehumanization problem

Authors: Megan Fritts, Frank Cabrera

Published in: Ethics and Information Technology | Issue 4/2021

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Abstract

According to a recent survey by the HR Research Institute, as the presence of artificial intelligence (AI) becomes increasingly common in the workplace, HR professionals are worried that the use of recruitment algorithms will lead to a “dehumanization” of the hiring process. Our main goals in this paper are threefold: (i) to bring attention to this neglected issue, (ii) to clarify what exactly this concern about dehumanization might amount to, and (iii) to sketch an argument for why dehumanizing the hiring process is ethically suspect. After distinguishing the use of the term “dehumanization” in this context (i.e. removing the human presence) from its more common meaning in the interdisciplinary field of dehumanization studies (i.e. conceiving of other humans as subhuman), we argue that the use of hiring algorithms may negatively impact the employee-employer relationship. We argue that there are good independent reasons to accept a substantive employee-employer relationship, as well as an applicant-employer relationship, both of which are consistent with a stakeholder theory of corporate obligations. We further argue that dehumanizing the hiring process may negatively impact these relationships because of the difference between the values of human recruiters and the values embedded in recruitment algorithms. Drawing on Nguyen’s (in: Lackey, Applied Epistemology, Oxford University Press, 2021) critique of how Twitter “gamifies communication”, we argue that replacing human recruiters with algorithms imports artificial values into the hiring process. We close by briefly considering some ways to potentially mitigate the problems posed by recruitment algorithms, along with the possibility that some difficult trade-offs will need to be made.

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Footnotes
1
The HR Institute is the research division of HR.com, the largest online community for HR professionals.
 
3
We think our formulation of this alternative sense dehumanization in terms of leaving out the human is sufficiently clear for our purposes, but we do not pretend that this is a completely unproblematic conceptual analysis. For example, some questions about how much the human presence must recede in order to count as dehumanizing the process will remain. Even in the debate on lethal autonomous weapons systems, humans have withdrawn a considerable degree from the process, but of course, not entirely so. Presumably, how much withdrawal is sufficient to count as a dehumanized process will depend on the context.
 
4
For a more recent discussion of the stakeholder theory, see Freeman et al. (2018).
 
6
Our argument in this section should be viewed as part of an ongoing conversation about some of the detriments of advanced technology. This conversation was spearheaded in the twentieth century by some classical critiques of technology, industrialized society, and “instrumental rationality”, often associated with authors belonging to the Frankfurt School, such as Marcuse (1941), Adorno and Horkheimer (1972/2020), and Habermas (1970). See Schecter (2010) for a general overview.
 
7
Relatedly, Elizabeth Anderson (2017) famously defends the view that most American workers are subject to an illiberal “private government” in the workplace.
 
8
See: https://​www.​apa.​org/​news/​press/​releases/​2014/​04/​employee-distrust. Similar results were obtained by the American Psychological Association’s more recent 2017 survey on employee well-being. See: https://​www.​apaexcellence.​org/​assets/​general/​2017-work-and-wellbeing-survey-results.​pdf.
 
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Metadata
Title
AI recruitment algorithms and the dehumanization problem
Authors
Megan Fritts
Frank Cabrera
Publication date
29-09-2021
Publisher
Springer Netherlands
Published in
Ethics and Information Technology / Issue 4/2021
Print ISSN: 1388-1957
Electronic ISSN: 1572-8439
DOI
https://doi.org/10.1007/s10676-021-09615-w

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