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When More Is Not Better: Effects of Interim Testing and Feature Highlighting in Natural Category Learning

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Abstract

Natural category learning is important in science education. One strategy that has been empirically supported for enhancing category learning is testing, which facilitates not only the learning of previously studied information (backward testing effect) but also the learning of newly studied information (forward testing effect). However, in category learning, such benefits of testing have mostly been examined without explicit instructions. This is not aligned with a real educational practice where teachers often provide students with explicit instructions that highlight the diagnostic features of the category. Thus, we investigated the effect of interim testing and feature highlighting on rock category learning and whether the provision of feature highlighting further enhances testing benefits. The participants learned 12 rock categories, which were divided into two sections (Sections A and B). They studied a series of rock images with or without feature highlighting and were given an interim test or not on Section A before proceeding to Section B. After Section B, all the participants took a final test in which they had to classify both old and new rock images of the studied categories. Three experiments demonstrated the benefits of interim testing (compared to restudy) for both previously and newly studied categories. However, feature highlighting did not further enhance learning and sometimes even impeded learning. The findings suggest that providing more information is not always better than providing less information in natural category learning.

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Data Availability

All data have been made publicly available at the Open Science Framework (OSF) and can be accessed at https://osf.io/mt2e9/?view_only=753be8b7f23f4931977c4b35db6b266a.

Notes

  1. Prior to Experiment 3, we ran an additional experiment with the two test conditions (FH and no-FH) with feature highlighting only provided as feedback during the interim test session for the FH-test condition as in Experiment 3. The results consistently showed the null effect of feature highlighting. However, due to several critical methodological limitations (e.g., short feedback duration, small sample size, lack of restudy conditions), we decided to run Experiment 3 by addressing all of these limitations. The data of this unreported experiment are available at the following link with all other experimental data: https://osf.io/mt2e9/?view_only=753be8b7f23f4931977c4b35db6b266a.

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Correspondence to Hee Seung Lee.

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Preliminary results were presented at the meeting of the Cognitive Science Society, 2021.

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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. Approval was obtained from the Institutional Review Board of Yonsei University.

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Informed consent was obtained from all individual participants included in the study.

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The authors have no relevant financial or non-financial interests to disclose.

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Kang, Y., Ha, H. & Lee, H.S. When More Is Not Better: Effects of Interim Testing and Feature Highlighting in Natural Category Learning. Educ Psychol Rev 35, 51 (2023). https://doi.org/10.1007/s10648-023-09772-y

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  • DOI: https://doi.org/10.1007/s10648-023-09772-y

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