[HTML][HTML] What influences algorithmic decision-making? A systematic literature review on algorithm aversion

H Mahmud, AKMN Islam, SI Ahmed… - … Forecasting and Social …, 2022 - Elsevier
With the continuing application of artificial intelligence (AI) technologies in decision-making,
algorithmic decision-making is becoming more efficient, often even outperforming humans …

[HTML][HTML] Forecasting: theory and practice

F Petropoulos, D Apiletti, V Assimakopoulos… - International Journal of …, 2022 - Elsevier
Forecasting has always been at the forefront of decision making and planning. The
uncertainty that surrounds the future is both exciting and challenging, with individuals and …

Exploring consumers' response to text-based chatbots in e-commerce: the moderating role of task complexity and chatbot disclosure

X Cheng, Y Bao, A Zarifis, W Gong, J Mou - Internet Research, 2021 - emerald.com
Purpose Artificial intelligence (AI)-based chatbots have brought unprecedented business
potential. This study aims to explore consumers' trust and response to a text-based chatbot …

Task-dependent algorithm aversion

N Castelo, MW Bos… - Journal of marketing …, 2019 - journals.sagepub.com
Research suggests that consumers are averse to relying on algorithms to perform tasks that
are typically done by humans, despite the fact that algorithms often perform better. The …

A systematic review of algorithm aversion in augmented decision making

JW Burton, MK Stein, TB Jensen - Journal of behavioral …, 2020 - Wiley Online Library
Despite abundant literature theorizing societal implications of algorithmic decision making,
relatively little is known about the conditions that lead to the acceptance or rejection of …

Resistance to medical artificial intelligence

C Longoni, A Bonezzi… - Journal of consumer …, 2019 - academic.oup.com
Artificial intelligence (AI) is revolutionizing healthcare, but little is known about consumer
receptivity to AI in medicine. Consumers are reluctant to utilize healthcare provided by AI in …

[PDF][PDF] Why are we averse towards algorithms? A comprehensive literature review on algorithm aversion

E Jussupow, I Benbasat, A Heinzl - 2020 - researchgate.net
With technological developments in artificial intelligence, algorithms are increasingly
capable to perform tasks that were considered to be unique for humans. However, literature …

Hybrid intelligence

D Dellermann, P Ebel, M Söllner… - Business & Information …, 2019 - Springer
Research has a long history of discussing what is superior in predicting certain outcomes:
statistical methods or the human brain. This debate has repeatedly been sparked off by the …

Understanding the effect of accuracy on trust in machine learning models

M Yin, J Wortman Vaughan, H Wallach - … of the 2019 chi conference on …, 2019 - dl.acm.org
We address a relatively under-explored aspect of human-computer interaction: people's
abilities to understand the relationship between a machine learning model's stated …

Manipulating and measuring model interpretability

F Poursabzi-Sangdeh, DG Goldstein… - Proceedings of the …, 2021 - dl.acm.org
With machine learning models being increasingly used to aid decision making even in high-
stakes domains, there has been a growing interest in develo** interpretable models …