Complacency and Bias in Human Use of Automation: An Attentional Integration
Adults / lifelong learning AI and learning
Links to claims
Supports (1)
| Claim | Basis |
|---|---|
| C18 | Review: automation complacency and bias occur in experts and are not cured by training alone. |
Review state: first-pass draft, pending human review.
Source note
Syntes: Complacency and Bias in Human Use of Automation: An Attentional Integration (2010)
Källa: https://doi.org/10.1177/0018720810376055 (Human Factors 52(3))
Verified content
- [abstract] Review of empirical studies of complacency and bias in human interaction with automated and decision-support systems, with an integrated attentional model.
- [abstract] Automation complacency occurs under multiple-task load, when manual tasks compete with the automated task for attention; it is found in both naive and expert participants and cannot be overcome with simple practice.
- [abstract] Automation bias produces omission and commission errors when decision aids are imperfect; it occurs in naive and expert participants, cannot be prevented by training or instructions, and affects individuals and teams.
Limits
- [assessment] About monitoring automation and decision aids, before generative AI; it describes errors while the automation is in use, not loss of unaided skill afterwards.
Added 2026-10-16 by the project (broadening, Jonatan approved 2026-10-16). Verified 2026-10-16 by the project against the sources named in each line. [abstract] = from the published abstract; [full text] = read in the full text; [assessment] = the project's own judgement, not a fact from the paper.
Metadata as recorded
- ID
- AI-037
- Tier
- review
- Titel
- Complacency and Bias in Human Use of Automation: An Attentional Integration
- År
- 2010
- Källa/DOI
- https://doi.org/10.1177/0018720810376055
- Tidskrift
- Human Factors 52(3)
- Typ
- peer-reviewed review
- Åldersgrupp
- vuxen-livslangt
- Teman
- ai-och-larande
- Hämtad
- 2026-10-16
- Verifierad
- Crossref metadata (title, authors, year, venue) checked 2026-10-16
The original files (PDF or abstract) are kept in the project archive and are not published here.