[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 …

The future of artificial intelligence at work: A review on effects of decision automation and augmentation on workers targeted by algorithms and third-party observers

M Langer, RN Landers - Computers in Human Behavior, 2021 - Elsevier
Advances in artificial intelligence are increasingly leading to the automation and
augmentation of decision processes in work contexts. Although research originally generally …

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 …

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 …

[HTML][HTML] Role of artificial intelligence applications in real-life clinical practice: systematic review

J Yin, KY Ngiam, HH Teo - Journal of medical Internet research, 2021 - jmir.org
Background Artificial intelligence (AI) applications are growing at an unprecedented pace in
health care, including disease diagnosis, triage or screening, risk analysis, surgical …

[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 …

Algorithm aversion: people erroneously avoid algorithms after seeing them err.

BJ Dietvorst, JP Simmons, C Massey - Journal of experimental …, 2015 - psycnet.apa.org
Research shows that evidence-based algorithms more accurately predict the future than do
human forecasters. Yet when forecasters are deciding whether to use a human forecaster or …

Thumbs up or down: Consumer reactions to decisions by algorithms versus humans

G Yalcin, S Lim, S Puntoni… - Journal of Marketing …, 2022 - journals.sagepub.com
Although companies increasingly are adopting algorithms for consumer-facing tasks (eg,
application evaluations), little research has compared consumers' reactions to favorable …

How to overcome algorithm aversion: Learning from mistakes

T Reich, A Kaju, SJ Maglio - Journal of Consumer Psychology, 2023 - Wiley Online Library
When consumers avoid taking algorithmic advice, it can prove costly to both marketers
(whose algorithmic product offerings go unused) and to themselves (who fail to reap the …

[图书][B] Human factors in simple and complex systems

RW Proctor, T Van Zandt - 2018 - taylorfrancis.com
Recently, there have been a number of advances in technology, including in mobile devices,
globalization of companies, display technologies and healthcare, all of which require …