Effects of Small Latency Variations in 2D Target Selection Tasks

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Authors: Andreas Schmid, Isabell Röhr, Martina Emmert, Niels Henze, Raphael Wimmer
Cited by: 1
References: 80

Abstract

Systems’ latency – the time between user input and system response – slows down the human-computer interaction loop. Several studies revealed negative objective and subjective effects of high latency, typically treating latency as a constant delay. Because latency varies significantly in practice, recent work also assessed the effects of large and sudden latency changes. In practice, however, latency variations are small but frequent. As the effects of such variations are unclear, we investigate how small latency variations (± 50 ms) affect users’ performance and perceived task load for 2D target selection tasks with static and moving targets. For static targets, we found that latency variation causes significantly higher completion times and less efficient trajectories, however with small effect sizes. In contrast, we found no significant effects on any performance measure for moving targets. Our findings indicate that the effect of latency variation is generally very small and quickly disappears for non-trivial tasks.

Fields of Study & Subjects

Domain Adaptation and Few-Shot Learning Face and Expression Recognition Face recognition and analysis

Publication details

Journal / source
Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems
Publisher
ACM
Pages
1–12
Publication date
13 April 2026