Does text generation improve learning from expository text? A conceptual replication attempt

The aim of the present study was to test the replicability of the text generation effect for learning with expository texts while systematically varying contextual factors that—based on extant literature—can be assumed to affect the occurrence and magnitude of the text generation effect. Seven experiments were conducted in which participants either read (control condition) or unscrambled sentences (generation condition) in expository texts. The experiments varied systematically on intentionality of learning, learning time constraint, retention interval, and study design. Contrary to expectations, no text generation effect could be found. Instead, some of the experiments even revealed a learning disadvantage for text generation compared to the reading control condition. In only one experiment (Experiment 6) and for just one of the learning measures, learners performed better when they had generated the texts. In sum, the results indicate that a generation effect is most likely to occur when learning is intentional, when learning time is unrestricted, and for immediate testing. The findings suggest that the applications of text generation in educational contexts are rather limited.

Publication Details

Journal
Refubium (Universitätsbibliothek der Freien Universität Berlin)
Published
2025-01-01
DOI
https://doi.org/10.17169/refubium-47796
Primary Topic
Classical Antiquity Studies
Type
article
Field-Weighted Citation Impact
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article

Does text generation improve learning from expository text? A conceptual replication attempt

Refubium (Universitätsbibliothek der Freien Universität Berlin)
Classical Antiquity Studies
article

Does text generation improve learning from expository text? A conceptual replication attempt

article en

Abstract

The aim of the present study was to test the replicability of the text generation effect for learning with expository texts while systematically varying contextual factors that—based on extant literature—can be assumed to affect the occurrence and magnitude of the text generation effect. Seven experiments were conducted in which participants either read (control condition) or unscrambled sentences (generation condition) in expository texts. The experiments varied systematically on intentionality of learning, learning time constraint, retention interval, and study design. Contrary to expectations, no text generation effect could be found. Instead, some of the experiments even revealed a learning disadvantage for text generation compared to the reading control condition. In only one experiment (Experiment 6) and for just one of the learning measures, learners performed better when they had generated the texts. In sum, the results indicate that a generation effect is most likely to occur when learning is intentional, when learning time is unrestricted, and for immediate testing. The findings suggest that the applications of text generation in educational contexts are rather limited.

Refubium (Universitätsbibliothek der Freien Universität Berlin)
Quality Education
Openalex Percentile: Top 45%
Classical Antiquity Studies
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Does text generation improve learning from expository text? A conceptual replication attempt · Refubium (Universitätsbibliothek der Freien Universität Berlin) (2025) | TGRS Research Map | TGRS