Introduction: Predictive and integrative mechanisms play a central role in real-time language comprehension. Understanding how native (L1) and non-native (L2) readers process linguistic information in real time is central to psycholinguistic research. While eye-tracking and event-related potentials (ERPs) have long provided insights into predictive and integrative mechanisms, behavioural methods with fine-grained temporal resolution remain comparatively limited. This study introduces a finger-tracking paradigm as a novel, fine-grained method for capturing real-time reading behaviour as participants trace sentences on a touchscreen. Methods: Two groups of young adult participants – native English speakers (L1) and upper-intermediate English L2 learners – read sentences containing either semantic or morphosyntactic violations, or well-formed control sentences. Tracking speed were analysed both at the token (whole word) and symbol (within-word position) levels. Results: L1 readers were overall faster than L2 readers and exhibited stronger sensitivity to linguistic anomalies, with modulation of tracking speed during violation processing. In contrast, L2 readers showed a reduced andmore gradual sensitivity to violations, consistent with differences in the temporal dynamics of processing across the two groups. Discussion: In line with neurocognitive and eye-tracking evidence, these findings suggest that L1 reading is supported by rapidly deployed predictive mechanisms that are promptly disrupted by violations, whereas L2 reading is characterised by more incremental integration and reduced anticipatory processing. Overall, finger-tracking emerges as a sensitive, fine-grained behavioural method for studying real-time language processing, revealing distinct cognitive signatures in L1 and L2 reading.

Finger-tracking captures distinct cognitive signatures in L1 vs. L2 reading

Marzi, Claudia
Ultimo
Conceptualization
2026

Abstract

Introduction: Predictive and integrative mechanisms play a central role in real-time language comprehension. Understanding how native (L1) and non-native (L2) readers process linguistic information in real time is central to psycholinguistic research. While eye-tracking and event-related potentials (ERPs) have long provided insights into predictive and integrative mechanisms, behavioural methods with fine-grained temporal resolution remain comparatively limited. This study introduces a finger-tracking paradigm as a novel, fine-grained method for capturing real-time reading behaviour as participants trace sentences on a touchscreen. Methods: Two groups of young adult participants – native English speakers (L1) and upper-intermediate English L2 learners – read sentences containing either semantic or morphosyntactic violations, or well-formed control sentences. Tracking speed were analysed both at the token (whole word) and symbol (within-word position) levels. Results: L1 readers were overall faster than L2 readers and exhibited stronger sensitivity to linguistic anomalies, with modulation of tracking speed during violation processing. In contrast, L2 readers showed a reduced andmore gradual sensitivity to violations, consistent with differences in the temporal dynamics of processing across the two groups. Discussion: In line with neurocognitive and eye-tracking evidence, these findings suggest that L1 reading is supported by rapidly deployed predictive mechanisms that are promptly disrupted by violations, whereas L2 reading is characterised by more incremental integration and reduced anticipatory processing. Overall, finger-tracking emerges as a sensitive, fine-grained behavioural method for studying real-time language processing, revealing distinct cognitive signatures in L1 and L2 reading.
Campo DC Valore Lingua
dc.authority.ancejournal FRONTIERS IN PSYCHOLOGY en
dc.authority.orgunit Istituto di linguistica computazionale "Antonio Zampolli" - ILC en
dc.authority.people Polo, Eva en
dc.authority.people Marzi, Claudia en
dc.collection.id.s b3f88f24-048a-4e43-8ab1-6697b90e068e *
dc.collection.name 01.01 Articolo in rivista *
dc.contributor.appartenenza Istituto di linguistica computazionale "Antonio Zampolli" - ILC *
dc.contributor.appartenenza.mi 918 *
dc.contributor.area Non assegn *
dc.date.accessioned 2026/07/01 15:39:15 -
dc.date.available 2026/07/01 15:39:15 -
dc.date.firstsubmission 2026/07/01 15:34:55 *
dc.date.issued 2026 -
dc.date.submission 2026/07/01 15:34:55 *
dc.description.abstracteng Introduction: Predictive and integrative mechanisms play a central role in real-time language comprehension. Understanding how native (L1) and non-native (L2) readers process linguistic information in real time is central to psycholinguistic research. While eye-tracking and event-related potentials (ERPs) have long provided insights into predictive and integrative mechanisms, behavioural methods with fine-grained temporal resolution remain comparatively limited. This study introduces a finger-tracking paradigm as a novel, fine-grained method for capturing real-time reading behaviour as participants trace sentences on a touchscreen. Methods: Two groups of young adult participants – native English speakers (L1) and upper-intermediate English L2 learners – read sentences containing either semantic or morphosyntactic violations, or well-formed control sentences. Tracking speed were analysed both at the token (whole word) and symbol (within-word position) levels. Results: L1 readers were overall faster than L2 readers and exhibited stronger sensitivity to linguistic anomalies, with modulation of tracking speed during violation processing. In contrast, L2 readers showed a reduced andmore gradual sensitivity to violations, consistent with differences in the temporal dynamics of processing across the two groups. Discussion: In line with neurocognitive and eye-tracking evidence, these findings suggest that L1 reading is supported by rapidly deployed predictive mechanisms that are promptly disrupted by violations, whereas L2 reading is characterised by more incremental integration and reduced anticipatory processing. Overall, finger-tracking emerges as a sensitive, fine-grained behavioural method for studying real-time language processing, revealing distinct cognitive signatures in L1 and L2 reading. -
dc.description.allpeople Polo, Eva; Marzi, Claudia -
dc.description.allpeopleoriginal Polo, Eva; Marzi, Claudia en
dc.description.fulltext open en
dc.description.international no en
dc.description.numberofauthors 2 -
dc.identifier.doi 10.3389/fpsyg.2026.1792437 en
dc.identifier.source manual *
dc.identifier.uri https://hdl.handle.net/20.500.14243/589165 -
dc.identifier.url https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2026.1792437/full en
dc.language.iso eng en
dc.relation.firstpage 1 en
dc.relation.lastpage 12 en
dc.relation.medium ELETTRONICO en
dc.relation.numberofpages 12 en
dc.relation.volume 17 en
dc.subject.keywordseng behavioral proxy of neural activity, finger-tracking, first and second language processing, linguistic violations, predictive processing, reading dynamics -
dc.subject.singlekeyword behavioral proxy of neural activity *
dc.subject.singlekeyword finger-tracking *
dc.subject.singlekeyword first and second language processing *
dc.subject.singlekeyword linguistic violations *
dc.subject.singlekeyword predictive processing *
dc.subject.singlekeyword reading dynamics *
dc.title Finger-tracking captures distinct cognitive signatures in L1 vs. L2 reading en
dc.type.circulation Internazionale en
dc.type.driver info:eu-repo/semantics/article -
dc.type.full 01 Contributo su Rivista::01.01 Articolo in rivista it
dc.type.impactfactor si en
dc.type.miur 262 -
dc.type.referee Esperti non anonimi en
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