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 …

The promise of adolescence: Realizing opportunity for all youth

EP Backes, RJ Bonnie - 2019 - books.google.com
Adolescenceâ€" beginning with the onset of puberty and ending in the mid-20sâ€" is a
critical period of development during which key areas of the brain mature and develop …

Fair prediction with disparate impact: A study of bias in recidivism prediction instruments

A Chouldechova - Big data, 2017 - liebertpub.com
Recidivism prediction instruments (RPIs) provide decision-makers with an assessment of the
likelihood that a criminal defendant will reoffend at a future point in time. Although such …

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 …

[BOOK][B] The psychology of criminal conduct

J Bonta, DA Andrews - 2023 - taylorfrancis.com
The Psychology of Criminal Conduct, Seventh Edition, provides a psychological and
evidence-informed perspective of criminal behavior that sets it apart from many …

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 …

Human decisions and machine predictions

J Kleinberg, H Lakkaraju, J Leskovec… - The quarterly journal …, 2018 - academic.oup.com
Can machine learning improve human decision making? Bail decisions provide a good test
case. Millions of times each year, judges make jail-or-release decisions that hinge on a …

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 …

[BOOK][B] Machine, platform, crowd: Harnessing our digital future

A McAfee, E Brynjolfsson - 2017 - books.google.com
“A clear and crisply written account of machine intelligence, big data and the sharing
economy. But McAfee and Brynjolfsson also wisely acknowledge the limitations of their …

Algorithm appreciation: People prefer algorithmic to human judgment

JM Logg, JA Minson, DA Moore - Organizational Behavior and Human …, 2019 - Elsevier
Even though computational algorithms often outperform human judgment, received wisdom
suggests that people may be skeptical of relying on them (Dawes, 1979). Counter to this …