Recall or transfer? How assessment types drive text-marking behavior

Introduction Text marking is a widely used study technique, valued for its simplicity, and perceived benefits in enhancing recall and comprehension. This exploratory study investigates its role as an encoding mechanism, focusing on how marking impacts recall and transfer when learners are oriented toward different posttest items (recall or transfer). Method We gathered detailed data describing what learners were studying and how much they marked during studying. Participants were randomly assigned to one of four groups in a 2 × 2 factorial design. One independent variable, examples, determined whether participants were trained using examples of the types of information required to answer posttest items. The other independent variable, orientation, determined whether participants were instructed to prepare for a recall test or for an application (transfer) test. Results Statistical analysis revealed a detectable effect of study orientation (transfer vs. recall), F = 2.076, p = 0.043, partial η 2 = 0.114. Compared to learners oriented to study for recall, learners oriented to study for transfer marked information identified as examples ( F = 3.881, p = 0.051, partial η 2 = 0.028), main ideas ( F = 7.348, p = 0.008, partial η 2 = 0.051), and reasons ( F = 5.440, p = 0.021, partial η 2 = 0.038). Moreover, a statistically detectable proportional relationship was found between total marking and transfer performance ( F = 5.885, p = 0.017, partial η 2 = 0.042). Learners who marked more scored higher on transfer questions. Prior knowledge mediated approximately 52% of the effect, indicating that as prior knowledge increased, so did the frequency of marking. Discussion Orienting to study for a particular type of posttest item affected studying processes, specifically, how much learners marked and the categories of information they marked. While the frequency of marking was proportional to achievement, orienting to study for recall versus transfer posttest items had no effect on recall or transfer. Prior knowledge powerfully predicted how much learners marked text.

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Journal
Frontiers in Education
Published
2025-06-06
DOI
https://doi.org/10.3389/feduc.2025.1510007
Primary Topic
Intelligent Tutoring Systems and Adaptive Learning
Type
article
Field-Weighted Citation Impact
0.00

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article

Recall or transfer? How assessment types drive text-marking behavior

Philip H. Winne, Zahia Marzouk
Frontiers in Education
Intelligent Tutoring Systems and Adaptive Learning
article

Recall or transfer? How assessment types drive text-marking behavior

Philip H. Winne, Zahia Marzouk
article en

Abstract

Introduction Text marking is a widely used study technique, valued for its simplicity, and perceived benefits in enhancing recall and comprehension. This exploratory study investigates its role as an encoding mechanism, focusing on how marking impacts recall and transfer when learners are oriented toward different posttest items (recall or transfer). Method We gathered detailed data describing what learners were studying and how much they marked during studying. Participants were randomly assigned to one of four groups in a 2 × 2 factorial design. One independent variable, examples, determined whether participants were trained using examples of the types of information required to answer posttest items. The other independent variable, orientation, determined whether participants were instructed to prepare for a recall test or for an application (transfer) test. Results Statistical analysis revealed a detectable effect of study orientation (transfer vs. recall), F = 2.076, p = 0.043, partial η 2 = 0.114. Compared to learners oriented to study for recall, learners oriented to study for transfer marked information identified as examples ( F = 3.881, p = 0.051, partial η 2 = 0.028), main ideas ( F = 7.348, p = 0.008, partial η 2 = 0.051), and reasons ( F = 5.440, p = 0.021, partial η 2 = 0.038). Moreover, a statistically detectable proportional relationship was found between total marking and transfer performance ( F = 5.885, p = 0.017, partial η 2 = 0.042). Learners who marked more scored higher on transfer questions. Prior knowledge mediated approximately 52% of the effect, indicating that as prior knowledge increased, so did the frequency of marking. Discussion Orienting to study for a particular type of posttest item affected studying processes, specifically, how much learners marked and the categories of information they marked. While the frequency of marking was proportional to achievement, orienting to study for recall versus transfer posttest items had no effect on recall or transfer. Prior knowledge powerfully predicted how much learners marked text.

Frontiers in EducationVol. 10
Simon Fraser University (CA), Kwantlen Polytechnic University (CA)
Kwantlen Polytechnic University, Social Sciences and Humanities Research Council of Canada
Openalex Percentile: Top 94%
Intelligent Tutoring Systems and Adaptive Learning
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