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Author

Haonan Zhao

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Review Open access Sep 2026

Cognitive Load or Timely Answers? Cognitive Effort Markers in Context-Aware EMA Sampling

Mobile self-reports provide subjective and contextual information that passive sensors cannot recover, but frequent prompts compete with everyday activities and are often answered late. Here, we show that situational context and recent response history predict whether an ecological momentary assessment response begins...

Xiao-Yue Li, Haonan Zhao · 0 citations

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