The Impact of Time Pressure on Perceptions of Difficulty in an Automation-Supported Task

As automation progressively becomes integrated into decision-making environments, understanding why users fail to engage automated systems optimally remains crucial. The present study examined whether perceptions of time pressure could impact subjective and objective difficulty and its influence on use of discretionary automation. Seventy participants completed a visual search task under untimed and timed conditions, sometimes with the option to engage an automated aid. Results indicated that the time pressure increased both subjective and objective difficulty. Furthermore, participants used automation more frequently under the timed conditions. Despite the availability of a highly accurate system, participants did not engage the automation at rates to fully overcome the effects of time pressure. These findings suggest that users may turn to automation for support when task demands begin to increase, but these engagement decisions may not be driven to maximize performance outcomes.

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Publication Details

Journal
Proceedings of the Human Factors and Ergonomics Society Annual Meeting
Published
2026-10-28
DOI
https://doi.org/10.1177/10711813261498766
Primary Topic
Human-Automation Interaction and Safety
Type
article
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article

The Impact of Time Pressure on Perceptions of Difficulty in an Automation-Supported Task

Colleen E. Patton, Jewel G. Padilla
1 links
Proceedings of the Human Factors and Ergonomics Society Annual Meeting
Human-Automation Interaction and Safety
article

The Impact of Time Pressure on Perceptions of Difficulty in an Automation-Supported Task

Colleen E. Patton, Jewel G. Padilla
article en

Abstract

As automation progressively becomes integrated into decision-making environments, understanding why users fail to engage automated systems optimally remains crucial. The present study examined whether perceptions of time pressure could impact subjective and objective difficulty and its influence on use of discretionary automation. Seventy participants completed a visual search task under untimed and timed conditions, sometimes with the option to engage an automated aid. Results indicated that the time pressure increased both subjective and objective difficulty. Furthermore, participants used automation more frequently under the timed conditions. Despite the availability of a highly accurate system, participants did not engage the automation at rates to fully overcome the effects of time pressure. These findings suggest that users may turn to automation for support when task demands begin to increase, but these engagement decisions may not be driven to maximize performance outcomes.

Proceedings of the Human Factors and Ergonomics Society Annual Meeting
North Carolina State University (US)
Openalex Percentile: Top 8%
Human-Automation Interaction and Safety
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The Impact of Time Pressure on Perceptions of Difficulty in an Automation-Supported Task — Colleen E. Patton, Jewel G. Padilla · Proceedings of the Human Factors and Ergonomics Society Annual Meeting (2026) | TGRS Research Map | TGRS