Understanding Algorithm Aversion: Forecasters Erroneously Avoid Algorithms After Seeing them Err

By Berkeley J. Dietvorst, Joseph P. Simmons, Cade Massey. 2014

18 citations recorded by the source corpus.

Subfields: Management Science and Operations Research, Statistics and Probability

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Management Science and Operations Research

1. Supriyo Chakraborty
2. Mani B. Srivastava
3. Alun David Preece
4. Lance M. Kaplan
5. Dave Braines

In Statistics and Probability

1. Federico Cerutti
2. Supriyo Chakraborty
3. Lance M. Kaplan

Citations in the corpus

• Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI (2020, background): “Conversely, algorithm aversion occurs when humans disregard algorithms that actually perform better than humans, thus affecting trust calibration in the opposite direction to automation bias.(62) This effect has been studied most in the context of forecasting tasks, whereby humans tend to lose trust”