Related Experiment Video
Updated: Feb 20, 2026

Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties
Published on: September 27, 2020
Autopilot, Mind Wandering, and the Out of the Loop Performance Problem
Jonas Gouraud1, Arnaud Delorme2, Bruno Berberian1
1Systems Control and Flight Dynamics Department, Office National d'Etudes et de Recherches Aérospatiales, Salon de Provence, France.
Operators in automated systems risk becoming "out of the loop" due to complacency and mind wandering. This review explores how these issues impact performance and suggests mind wandering markers could detect automation problems.
Area of Science:
- Human-Computer Interaction
- Cognitive Psychology
- Automation Systems Engineering
Background:
- Increasing automation in critical systems (e.g., aviation, autonomous vehicles) shifts operators to monitoring roles.
- This shift can lead to a lack of system understanding and the 'out of the loop' performance problem.
- Key issues include operator complacency and vigilance decrement, hindering manual control takeover.
Purpose of the Study:
- To review literature on mind wandering and the out of the loop performance problem in automated systems.
- To analyze the interaction between mind wandering and out of the loop issues.
- To explore potential applications of mind wandering markers for detecting automation failures.
Main Methods:
- Literature review of studies on mind wandering and out of the loop performance.
- Analysis of interactions and supporting phenomena (decoupling, attention, comprehension).
- Examination of mind wandering as a potential indicator for out of the loop situations.
Main Results:
- Mind wandering and out of the loop problems share commonalities and interact within automated environments.
- Phenomena like decoupling and decreased cognitive comprehension exacerbate these issues.
- Mind wandering markers show potential for identifying out of the loop scenarios.
Conclusions:
- The interplay between mind wandering and out of the loop performance significantly impacts human function in automated systems.
- Further research is needed to fully characterize these interactions and develop effective detection methods.
- Understanding these cognitive phenomena is crucial for enhancing safety in highly automated environments.
Related Concept Videos
High-Level and Low-Level Awareness
Subconsciousness and No Awareness
An illustrative example of subconscious processing is its role in problem-solving. Often, individuals...
Sleepwalking and Sleep Talking
Factors that increase the likelihood of sleepwalking include sleep deprivation and alcohol consumption. Contrary to common beliefs, it is safe...
Self-Discrepancy Theory
The Anchoring-and-Adjustment Heuristic
Metacognition

