[HTML][HTML] Context-dependent preferences for a decision support system's level of automation

T Schilling, R Müller, T Ellwart, CH Antoni - Computers in Human Behavior …, 2024 - Elsevier
Many organizations use decision support systems (DSS) to support DSS users in their daily
work demands (eg, high workload, insufficient information, ambiguous situations). A key …

Comparing Different Kinds of Influence on an Algorithm in Its Forecasting Process and Their Impact on Algorithm Aversion

Z Gubaydullina, JR Judek, M Lorenz, M Spiwoks - Businesses, 2022 - mdpi.com
… as algorithm aversion can be reduced by granting decision-makers the possibility to exert an
influence on the configuration of the algorithm (… This shows that algorithm aversion recedes …

When do humans offload an attentionally demanding task to an algorithm?

B Wahn, L Schmitz - 2023 - osf.io
… so-called “algorithmic aversion” (ie, a preference for humans over algorithms) as well as “…
aversion towards an algorithm that performs a task autonomously compared to an algorithm

Algorithmic appreciation or aversion? The moderating effects of uncertainty on algorithmic decision making

A Schecter, E Bogert, N Lauharatanahirun - Extended Abstracts of the …, 2023 - dl.acm.org
… A systematic review of algorithm aversion in augmented decision making. Journal of …
Task-dependent algorithm aversion. Journal of Marketing Research 56, 5 (2019), 809–825. [8] …

Algorithm Aversion and Other Causes of Bias in Decision Behavior

M Lorenz - 2022 - ediss.uni-goettingen.de
… The results suggest that algorithm aversion is just as persistent when … algorithm aversion is
and the wide variety of tasks it affects. This dissertation has uncovered that algorithm aversion

Conservatism predicts aversion to consequential Artificial Intelligence

N Castelo, AF Ward - Plos one, 2021 - journals.plos.org
… Research has shown that trust in algorithms can be increased by giving people a … algorithm’s
output [15] or by explaining how the algorithm works [18]. Furthermore, algorithm aversion

[HTML][HTML] What drives managers towards algorithm aversion and how to overcome it? Mitigating the impact of innovation resistance through technology readiness

H Mahmud, AKMN Islam, RK Mitra - Technological Forecasting and Social …, 2023 - Elsevier
algorithm aversion. The absence of measurement scale limits the scope for conducting
algorithm aversion … to develop a measurement scale for algorithm aversion. Second, unlike other …

Human favoritism, not AI aversion: People's perceptions (and bias) toward generative AI, human experts, and human–GAI collaboration in persuasive content …

Y Zhang, R Gosline - Judgment and Decision Making, 2023 - cambridge.org
… First, we find that, contrary to the expectations of some of the existing algorithm aversion
This bias in evaluation is predominantly driven by human favoritism rather than AI aversion: …

[HTML][HTML] To err is human, not algorithmic–Robust reactions to erring algorithms

LA Renier, MS Mast, A Bekbergenova - Computers in Human Behavior, 2021 - Elsevier
… on the algorithm aversion literature and the third-party reactions to mistreatment model to
investigate a wider array of reactions to erring algorithms. … Task-dependent algorithm aversion

The impacts of algorithmic work assignment on fairness perceptions and productivity: Evidence from field experiments

B Bai, H Dai, DJ Zhang, F Zhang… - Manufacturing & Service …, 2022 - pubsonline.informs.org
… With a few exceptions (Dijkstra et al. 1998, Logg et al. 2019), research in this area has
largely documented algorithm aversion, whereby people are reluctant to utilize algorithms and …