Artificial intelligence (AI) can support managers by effectively delegating management decisions to AI. There are, however, many organizational and technical hurdles that need to be overcome, and we offer a first step on this journey by unpacking the core factors that may hinder or foster effective decision delegation to AI.
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References
Athey, S. C., Bryan, K. A. & Gans, J. S. AEA Pap. Proc. 110, 80–84 (2020).
Raisch, S. & Krakowski, S. Acad. Manage. Rev. 46, 192–210 (2021).
Teodorescu, M. H., Morse, L., Awwad, Y. & Kane, G. C. MIS Q. 45, 1483–1500 (2021).
Von Krogh, G. Acad. Manag. Discov. 4, 404–409 (2018).
Martin, K. J. Bus. Ethics 160, 835–850 (2019).
Morse, L., Teodorescu, M. H. M., Awwad, Y. & Kane, G. C. J. Bus. Ethics https://doi.org/10.1007/s10551-021-04939-5 (2021).
Athey, S. & Roberts, J. Am. Econ. Rev. 91, 200–205 (2001).
Jensen, M. C. & Heckling, W. H. J.App. Corp. Finance 8, 4–18 (1995).
Reuters. https://www.reuters.com/article/us-amazon-com-jobs-automation-insight-idUSKCN1MK08G (ed. Dastin, J.) (2018).
Tenbrunsel, A. E., Diekmann, K. A., Wade-Benzoni, K. A. & Bazerman, M. H. Res. Organ. Behav. 30, 153–173 (2010).
Ajunwa, I. Big Data Soc. https://doi.org/10.1177/2053951720938093 (2020).
Jarrahi, M. H. Bus. Horiz. 61, 577–586 (2018).
Choudhury, P., Starr, E. & Agarwal, R. Strat. Manag. J. 41, 1381–1411 (2020).
Cao, S., Jiang, W., Wang, J. L. & Yang, B. National Bureau of Economic Research https://doi.org/10.3386/w28800 (2021).
Dietvorst, B. J., Simmons, J. P. & Massey, C. J. Exp. Psychol. 144, 114–126 (2015).
De-Arteaga, M., Feuerriegel, S, & Saar-Tsechansky, M. SSRN https://ssrn.com/abstract=4153840 (2022).
Senoner, J., Netland, T. & Feuerriegel, S. Manage. Sci. https://doi.org/10.1287/mnsc.2021.4190 (2022).
Madras, D., Pitassi, T. & Zemel, R. S. In Conference on Neural Information Processing Systems (NeurIPS) (2018).
Sun, J., Zhang, D. J., Hu, H. & Van Mieghem, J. A. Manage. Sci. https://doi.org/10.1287/mnsc.2021.3990 (2021).
Deming, D. J. National Bureau of Economic Research https://doi.org/10.3386/w28733 (2021).
Bertsimas, D. & Kallus, N. Manage. Sci. 66, 1025–1044 (2020).
Kelly, D. & Amburgey, T. L. Acad, Manage. J. 34, 591–612 (1991).
Tong, S., Jia, N., Luo, X. & Fang, Z. Strateg. Manag. J. https://doi.org/10.1002/smj.3322 (2021).
Agrawal, A. K., Gans, J. S. & Goldfarb, A. National Bureau of Economic Research https://doi.org/10.3386/w28811 (2021).
Acemoglu, D., & Restrepo, P. In The Economics of Artificial Intelligence: An Agenda 197−236 (University of Chicago Press, 2018).
Brynjolfsson, E. & McElheran, K. Am. Econ. Rev. 106, 133–39 (2016).
Goldfarb, A., Taska, B. & Teodoridis, F. National Bureau of Economic Research https://doi.org/10.3386/w29767 (2022).
Rudin, C. Nat. Mach. Intell. 1, 206–215 (2019).
Nilsson, N. J. Problem-solving methods in artificial intelligence. New York: McGraw-Hill (1971).
Grønsund, T. & Aanestad, M. J. Strateg. Inf. Syst. 29, 101614 (2020).
Mäntymäki, M., Minkkinen, M., Birkstedt. & Vilijanen, M. AI Ethics https://doi.org/10.1007/s43681-022-00143-x (2022).
Gottfried, I. S. J. Inf. Syst. Manag. 6, 86–89 (1989).
Bandyopadhyay, K., Mykytyn, P. P. & Mykytyn, K. Manag. Decis. 37, 437–445 (1999).
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Feuerriegel, S., Shrestha, Y.R., von Krogh, G. et al. Bringing artificial intelligence to business management. Nat Mach Intell 4, 611–613 (2022). https://doi.org/10.1038/s42256-022-00512-5
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DOI: https://doi.org/10.1038/s42256-022-00512-5
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