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May 8, 2026Learning and Individual Differences2 citationsOpen Access

Multimodally assessed adaptive reactions to errors in primary school students and their relation to knowledge acquisition

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APA.J. PickalJSJ. SpearDBD. Bryce

Key Points

  • This research aims to investigate adaptive reactions to errors and their relationship with knowledge acquisition in primary school students.
  • Multimodal assessment of reactions to errors conducted in a digital mathematics learning environment.
  • Sample comprised of 284 third-grade students.
  • Behavioral indicators included automatic facial expression analysis alongside self-reported data.
  • Self-reported adaptive affective-motivational reactions positively correlated with knowledge acquisition.
  • Only the behavioral indicator for action-related reactions showed a link to knowledge acquisition.
  • Multimodal assessment proved crucial for fully understanding error reactions' impacts.

Abstract

It has been widely recognized in educational research that, if addressed appropriately, errors can promote learning. Adaptive reactions to errors—including affective-motivational and action-related reactions—have been proposed to capture such adequate adjustments of affect and behavior to regulate learning processes. However, prior research addressing reactions to errors has left primary school students underrepresented. At the same time, findings from assessments beyond self-reported data are still sparse. Therefore, we multimodally assessed adaptive reactions to errors in an authentic learning situation within a digital mathematics learning environment. In a sample of 284 third-grade students, we found a positive relation between self-reported adaptive affective-motivational reactions to errors, as well as the corresponding behavioral indicator, and knowledge acquisition. For action-related reactions to errors, only the behavioral indicator was related to knowledge acquisition. These results highlight the relevance of adaptive reactions to error for primary school students while emphasizing the necessity of multimodal assessment. The results show that adaptive reactions to errors, including adaptive affective-motivational and action-related reactions to errors, positively relate to knowledge acquisition in primary school students. To fully understand their impact, multimodal assessment appears to be necessary. Therefore, teachers should take students' reports and behaviors into account while adopting a constructive approach to addressing errors in their classrooms. • Multimodal assessment of adaptive reactions to errors • Automatic facial expression analysis as behavioral indicator for emotion regulation • Field study in an authentic learning situation with primary school students • Adaptive reactions to errors are relevant for knowledge acquisition • Multimodal assessment is particularly relevant in younger students

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Cite This Study

Pickal et al. (2026) studied this question.

synapsesocial.com/papers/69fd7f3abfa21ec5bbf07ab7https://doi.org/10.1016/j.lindif.2026.102927
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