Fascinatin’ Rhythm – and Pauses in Translators’ Cognitive Processes

Martín, Ricardo Muñoz; de Leon, Celia Martín · 2018 · Crossref

DOI: 10.7146/hjlcb.v0i57.106192

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Summary

This study investigates the cognitive processes underlying translation by analyzing keystroke logging data, specifically challenging the prevailing "Monitor Model" which posits that translation alternates between shallow, default processing and deep problem-solving modes. The authors argue that previous research has been biased toward identifying problem-solving events, often defined arbitrarily by pauses of three seconds or longer, thereby neglecting other significant cognitive activities. The research aims to determine if lower pause thresholds can reveal behavioral phenomena associated with cognitive processes other than problem-solving and to identify regularities in translator behavior throughout a task. The methodology involved analyzing 16 translation log files generated by four Master’s students translating four distinct source texts (news, a political speech, a tourist guide, and a short story). Instead of using fixed pause thresholds, the researchers established individualized thresholds for each participant based on their specific typing patterns. A baseline pause of 200 milliseconds was set to filter out mechanical typing delays. Short pauses were defined as those between the baseline and 1.5 times the median within-word pause; mid pauses fell between this lower threshold and three times the median between-word pause; and long pauses exceeded the upper threshold. These long pauses were used to segment the translation process into "task segments." The study analyzed the frequency, duration, and correlations of these pause types across 120-second intervals. The results indicated that short, mid, and long pauses exhibited weak correlations, suggesting they stem from distinct cognitive causes rather than a single unified process. Mid pauses occurred more frequently than long pauses, particularly between sentences and paragraphs, and often flanked information searches and problem-solving instances. Chains of proximal mid pauses were identified as markers of hesitation. Furthermore, task segments tended to occur in 4–8 minute cycles, nested within an initial contextualization phase followed by periods of sustained attention. Crucially, the data provided no evidence for the specific problem-solving thresholds assumed by the Monitor Model, nor did it support the model’s depiction of translation as a mechanical switch between shallow and deep processing modes. The significance of these findings lies in their challenge to established theoretical frameworks in Translation Process Research (TPR). By demonstrating that mid pauses reflect cognitive activities distinct from both mechanical typing and major problem-solving, the authors suggest that the Monitor Model may distort the analysis of how translation unfolds. The study implies that translation is a more complex, rhythmic process involving varied cognitive loads and attentional states that cannot be captured by binary distinctions or arbitrary time thresholds. This approach encourages a more nuanced understanding of translator behavior, highlighting the importance of individualized metrics and the recognition of cognitive rhythms beyond mere problem-solving events.

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• temporal