Search Results - subject:"Algorithm aversion"

When self-humanization leads to algorithm aversion

Heßler, Pascal Oliver; Pfeiffer, Jella; Hafenbrädl, … - In: Business & information systems engineering 64 (2022) 3, pp. 275-292

Persistent link: https://www.econbiz.de/10013350720

Algorithm aversion as an obstacle in the establishment of Robo advisors

Filiz, Ibrahim; Judek, Jan René; Lorenz, Marco; … - In: Journal of risk and financial management : JRFM 15 (2022) 8, pp. 1-25

Within the framework of a laboratory experiment, we examine to what extent algorithm aversion acts as an obstacle in … consulted in around 40% of cases. This tendency towards algorithm aversion among subjects is an obstacle to the broader …

Persistent link: https://www.econbiz.de/10013380483

Aversion to hiring algorithms : transparency, gender profiling, and self-confidence

Dargnies, Marie-Pierre; Hakimov, Rustamdjan; Kübler, … - 2022

We run an online experiment to study the origins of algorithm aversion. Participants are either in the role of workers …

Persistent link: https://www.econbiz.de/10013387750

Auswirkungen des Decoy-Effekts auf die Algorithm Aversion

Lorenz, Marco - 2022

Persistent link: https://www.econbiz.de/10013401892

Algorithm Aversion als Hindernis bei der Etablierung von Robo Advisors

Filiz, Ibrahim; Judek, Jan René; Lorenz, Marco; … - 2022

Persistent link: https://www.econbiz.de/10013401906

Why Providing Humans with Interpretable Algorithms May, Counterintuitively, Lead to Lower Decision-making Performance

DeStefano, Timothy; Kellogg, Katherine C.; Menietti, Michael - 2022

How is algorithmic model interpretability related to human acceptance of algorithmic recommendations and performance on decision-making tasks? We explored these questions in a multi-method field study of a large multinational fashion organization. We first conducted a quantitative field...

Persistent link: https://www.econbiz.de/10014243961

Comparing different kinds of influence on an algorithm in its forecasting process and their impact on algorithm aversion

Gubaydullina, Zulia; Judek, Jan René; Lorenz, Marco; … - In: Businesses 2 (2022) 4, pp. 448-470

resort to their use. In an economic experiment, we examine whether the extent of this phenomenon known as algorithm aversion … algorithm aversion recedes significantly if the subjects can subsequently change the results of the algorithm-and even if this … influence on the algorithmic input seems to have only a limited ability to reduce algorithm aversion. A limited opportunity to …

Persistent link: https://www.econbiz.de/10014281879

Is your machine better than you? : you may never know

Véricourt, Francis de; Gurkan, Huseyin - 2022

Artificial intelligence systems are increasingly demonstrating their capacity to make better predictions than human experts. Yet, recent studies suggest that professionals sometimes doubt the quality of these systems and overrule machine-based prescriptions. This paper explores the extent to...

Persistent link: https://www.econbiz.de/10013202643

Algorithm aversion as an obstacle in the establishment of robo advisors

Filiz, Ibrahim; Judek, Jan René; Lorenz, Marco; … - 2022

Persistent link: https://www.econbiz.de/10013358792

Impact of the decoy effect on algorithm aversion

Lorenz, Marco - 2022

Persistent link: https://www.econbiz.de/10013358815