Shift from offline to online learning definitively reveals age-related changes in sequential learning.

One of the methods most commonly used to assess implicit learning is the Serial Reaction Time Task (SRTT), which involves learning a visuo-motor sequence. However, the developmental trajectory of sequence learning and its underlying processes continues to be a matter of debate. Du et al. (2017) showed that adults primarily rely on online learning mechanisms, whereas the learning gains of 6-year-old children mainly occur during offline periods (i.e., rest intervals). Interestingly, 10-year-olds showed a mixed pattern, combining both online and offline learning processes. These findings suggest differential learning strategies (Du et al., 2016). However, Du et al.’s (2017) results were obtained using an atypical version of the SRTT (i.e., foot responses). This raises the question of whether the observed developmental changes reflect genuine age-related shifts in learning strategies or, instead, age-specific sensitivities to task design. To address this issue, we conducted a partial replication of Du et al. (2017) using a touch-screen SRTT specifically adapted to minimize age-related biases (Experiment 1). We also investigated the effect of explicit instruction on these developmental learning patterns (Experiment 2). Findings confirm age-related differences in learning dynamics. Moreover, results show that online learning was directly related to explicit knowledge assessed with verbal reports, as well as with generation and recognition tasks. Finally, providing explicit instructions disrupted established learning patterns, interfering, in particular, with sequence acquisition in 10-year-olds. These findings are discussed in terms of how individual (i.e., age) and contextual (i.e., task instructions) factors may influence the balance between online and offline learning.

Authors

Publication Details

Published
2025-09-02
DOI
https://doi.org/10.31234/osf.io/ra6jg_v1
Primary Topic
Intelligent Tutoring Systems and Adaptive Learning
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Shift from offline to online learning definitively reveals age-related changes in sequential learning.

Arnaud Witt, Barbara Tillmann, Yannick Lagarrigue, Dimitri Voisin
Intelligent Tutoring Systems and Adaptive Learning
article

Shift from offline to online learning definitively reveals age-related changes in sequential learning.

Arnaud Witt, Barbara Tillmann, Yannick Lagarrigue, Dimitri Voisin
article en

Abstract

One of the methods most commonly used to assess implicit learning is the Serial Reaction Time Task (SRTT), which involves learning a visuo-motor sequence. However, the developmental trajectory of sequence learning and its underlying processes continues to be a matter of debate. Du et al. (2017) showed that adults primarily rely on online learning mechanisms, whereas the learning gains of 6-year-old children mainly occur during offline periods (i.e., rest intervals). Interestingly, 10-year-olds showed a mixed pattern, combining both online and offline learning processes. These findings suggest differential learning strategies (Du et al., 2016). However, Du et al.’s (2017) results were obtained using an atypical version of the SRTT (i.e., foot responses). This raises the question of whether the observed developmental changes reflect genuine age-related shifts in learning strategies or, instead, age-specific sensitivities to task design. To address this issue, we conducted a partial replication of Du et al. (2017) using a touch-screen SRTT specifically adapted to minimize age-related biases (Experiment 1). We also investigated the effect of explicit instruction on these developmental learning patterns (Experiment 2). Findings confirm age-related differences in learning dynamics. Moreover, results show that online learning was directly related to explicit knowledge assessed with verbal reports, as well as with generation and recognition tasks. Finally, providing explicit instructions disrupted established learning patterns, interfering, in particular, with sequence acquisition in 10-year-olds. These findings are discussed in terms of how individual (i.e., age) and contextual (i.e., task instructions) factors may influence the balance between online and offline learning.

Openalex Percentile: Top 88%
Intelligent Tutoring Systems and Adaptive Learning
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.