Information aggregation and collective intelligence beyond the wisdom of crowds

T Kameda, W Toyokawa, RS Tindale - Nature Reviews Psychology, 2022 - nature.com
In humans and other gregarious animals, collective decision-making is a robust behavioural
feature of groups. Pooling individual information is also fundamental for modern societies, in …

Using the Delphi expert consensus method in mental health research

AF Jorm - Australian & New Zealand Journal of Psychiatry, 2015 - journals.sagepub.com
Objective: The article gives an introductory overview of the use of the Delphi expert
consensus method in mental health research. It explains the rationale for using the method …

Will humans-in-the-loop become borgs? Merits and pitfalls of working with AI

A Fügener, J Grahl, A Gupta… - … Systems Quarterly (MISQ) …, 2021 - papers.ssrn.com
We analyze how advice from an AI affects complementarities between humans and AI, in
particular what humans know that an AI does not know:“unique human knowledge.” In a …

[HTML][HTML] On the trajectory of discrimination: A meta-analysis and forecasting survey capturing 44 years of field experiments on gender and hiring decisions

M Schaerer, C Du Plessis, MHB Nguyen… - … Behavior and Human …, 2023 - Elsevier
A preregistered meta-analysis, including 244 effect sizes from 85 field audits and 361,645
individual job applications, tested for gender bias in hiring practices in female-stereotypical …

[HTML][HTML] Democracy by design: Perspectives for digitally assisted, participatory upgrades of society

D Helbing, S Mahajan, RH Fricker, A Musso… - Journal of …, 2023 - Elsevier
The technological revolution, particularly the availability of more data and more powerful
computational tools, has led to the emergence of a new scientific field called “Computational …

Humans rely more on algorithms than social influence as a task becomes more difficult

E Bogert, A Schecter, RT Watson - Scientific reports, 2021 - nature.com
Algorithms have begun to encroach on tasks traditionally reserved for human judgment and
are increasingly capable of performing well in novel, difficult tasks. At the same time, social …

A practical guide to structured expert elicitation using the IDEA protocol

V Hemming, MA Burgman, AM Hanea… - Methods in Ecology …, 2018 - Wiley Online Library
Expert judgement informs a variety of important applications in conservation and natural
resource management, including threatened species management, environmental impact …

Network dynamics of social influence in the wisdom of crowds

J Becker, D Brackbill, D Centola - Proceedings of the national academy of …, 2017 - pnas.org
A longstanding problem in the social, biological, and computational sciences is to determine
how groups of distributed individuals can form intelligent collective judgments. Since …

Kee** humans in the loop: pooling knowledge through artificial swarm intelligence to improve business decision making

L Metcalf, DA Askay… - California management …, 2019 - journals.sagepub.com
This article explores how a collaboration technology called Artificial Swarm Intelligence
(ASI) addresses the limitations associated with group decision making, amplifies the …

Political diversity will improve social psychological science1

JL Duarte, JT Crawford, C Stern, J Haidt… - Behavioral and brain …, 2015 - cambridge.org
Psychologists have demonstrated the value of diversity–particularly diversity of viewpoints–
for enhancing creativity, discovery, and problem solving. But one key type of viewpoint …