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The modern workplace presents numerous distractions, leading to fragmented workflows and frequent multitasking. To examine how and why knowledge workers switch between main, on-task, and off-task activities, we conducted a naturalistic study in real-world settings. Fifteen participants video-recorded a pre-scheduled one-hour work session and annotated their own data. Our findings show that participants deviated from the main task every 3.5 minutes on average, with self-initiated interruptions accounting for nearly 60% of off-task time. The attention span within the main working sphere has significantly decreased compared to prior decades to an average of 6 minutes of focused work. However, we found that multitasking does not inherently impede efficiency but depends on context. Additionally, personality traits such as conscientiousness, negative urgency, and agreeableness influence task engagement and distractions. We discuss implications for AI-driven attention management systems that adapt to both situational and individual factors to better support focus and workflow management.
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Stored only when both papers are in the corpus — 4 citations exist upstream.
Papers that cite the same references — the relational fallback while embeddings are still backfilling.
Imported from OpenAlex (CC0) — nothing here is generated.