Algorithm aversion? On the influence of advice accuracy on trust in algorithmic advice

S Daschner, R Obermaier - Journal of Decision Systems, 2022 - Taylor & Francis
… When advice accuracy is at this threshold, we observe behavioural algorithm
appreciation, particularly due to higher trusting integrity beliefs in algorithmic advice. …

Watch me improve—algorithm aversion and demonstrating the ability to learn

B Berger, M Adam, A Rühr, A Benlian - Business & Information Systems …, 2021 - Springer
… put forward in literature is that users lose trust in IT systems … aversion to algorithmic advice
but a negative effect of familiarity on the participants’ willingness to accept algorithmic advice

Understanding algorithm aversion: When is advice from automation discounted?

A Prahl, L Van Swol - Journal of Forecasting, 2017 - Wiley Online Library
… This paper examines trust as a factor that may underlie differences in use of advice. First,
we … research about algorithm aversion: interpersonal advice and human–automation trust. …

[PDF][PDF] Towards a Trust Reliance Paradox? Exploring the Gap Between Perceived Trust in and Reliance on Algorithmic Advice.

A Schmitt, T Wambsganss, M Söllner, A Janson - ICIS, 2021 - pubs.wi-kassel.de
… Whereas research on algorithmic aversion predicts a general distrust in AI-based systems,
we suggest … Additionally, we demonstrate that transparency on the algorithm’s accuracy levels …

How to overcome algorithm aversion: Learning from mistakes

T Reich, A Kaju, SJ Maglio - Journal of Consumer Psychology, 2023 - Wiley Online Library
… focusing on when algorithm aversion proves more or less … algorithmic advice on the often
faulty assumption that those … that consumers are reluctant to trust algorithms that err but that …

Task-dependent algorithm aversion

N Castelo, MW Bos… - Journal of Marketing …, 2019 - journals.sagepub.com
… was given more weight than algorithmic advice. … We therefore explore both consumers’
beliefs about algorithmic … so that we could compare trust in algorithms to trust in humans for each …

[PDF][PDF] The influence of algorithm aversion and anthropomorphic agent design on the acceptance of AI-based job recommendations.

J Ochmann, L Michels, S Zilker, V Tiefenbeck… - ICIS, 2020 - researchgate.net
… Our results suggest that algorithm aversion, triggered by algorithmic disclosure, is an …
Our findings regarding the moderating effect of general trust in the algorithm-using technology …

[PDF][PDF] Incentives, framing, and trust in algorithmic advice: An experimental study

B Greiner, P Grunwald, T Lindner, G Lintner… - 2022 - uibk.ac.at
… the effect of incentives on algorithm use, as well as algorithm aversion and its roots in general.
… rithms, we hypothesize that reliance on algorithmic advice is higher when an algorithm is …

Algorithmic versus human advice: does presenting prediction performance matter for algorithm appreciation?

S You, CL Yang, X Li - Journal of Management Information …, 2022 - Taylor & Francis
… In this model, we focus on the mediating role of higher trust in an algorithmic than human …
not necessarily suggest that people exhibit algorithm aversion as suggested by Dietvorst et al. […

[HTML][HTML] Choosing between human and algorithmic advisors: The role of responsibility sharing

L Gazit, O Arazy, U Hertz - Computers in Human Behavior: Artificial …, 2023 - Elsevier
… of responsibility sharing in influencing algorithm aversion. … of following algorithmic advice
after seeing the algorithm make … of responsibility sharing, we believe that the absence of data …