What is it about?

This study tracked 65 novice and experienced Chinese translators working under short, moderate, and unlimited time conditions. Experienced translators maintained a stable rhythm and clearly separated drafting from final revision. Novices were more influenced by deadlines and often mixed drafting with revision; they performed most like experts under a moderate deadline. The findings suggest that translation expertise depends not only on speed, but also on managing time, effort, and revision strategically. Moderate deadlines and separate revision exercises may help students develop these skills.

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Why is it important?

The study tracks detailed keystroke patterns to examine both moment-to-moment behavior and the overall translation process under different deadlines. It shows that expert translation is not simply faster. Experts manage their time and mental effort more effectively by separating drafting from revision. As translators increasingly work under tight deadlines, these findings can help educators design training that uses moderate time limits and focused revision exercises to build efficient, adaptable working habits.

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This page is a summary of: The expert’s cadence, the novice’s rush: A multi-level analysis of cognitive rhythm in translation production under pressure, PLOS One, June 2026, PLOS,
DOI: 10.1371/journal.pone.0352322.
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