What the study found
A robotics and coding project-based learning module was associated with consistently high situational engagement among fourth-grade students, but engagement varied across the project phases. The study identified four engagement profiles: engaged, underchallenged, moderately engaged, and disengaged.
Why the authors say this matters
The authors say the findings highlight the value of balancing structured and unstructured phases in project-based learning. They also suggest the results can guide educators in sustaining student engagement, especially in mathematics and science contexts.
What the researchers tested
The researchers examined how a robotics and coding project-based learning module influenced fourth-grade students’ situational engagement. They used an Experience Sampling Method, which asks students about their momentary learning experiences, in a repeated-measures design with 143 students reporting perceived skill, interest, and challenge at 12 points during the project.
What worked and what didn't
Latent Profile Analysis identified four groups of students with distinct engagement patterns. Engagement peaked during skill-building activities, with an Optimal Learning Moment rate of 26%, while the ideation phase had the lowest Optimal Learning Moment rate, 20%, and the highest perceived challenge.
What to keep in mind
The abstract does not describe detailed limitations. The findings are based on one project with fourth-grade students, so the available summary does not show how far the results apply beyond this setting.
Key points
- The study found consistently high situational engagement during a robotics and coding project-based learning module.
- Four engagement profiles were identified: engaged, underchallenged, moderately engaged, and disengaged.
- Engagement was highest during skill-building activities and lowest during the ideation phase.
- The ideation phase also had the highest perceived challenge.
- The authors say balancing structured and unstructured phases may help sustain engagement.
Disclosure
- Research title:
- Primary school robotics project showed varied student engagement
- Authors:
- Perttu Ervelius, Jari Lavonen, Kalle Juuti, Sarita Ramsaroop, Anni Loukomies
- Institutions:
- University of Helsinki, University of Johannesburg
- Publication date:
- 2026-02-23
- OpenAlex record:
- View
- Image credit:
- Photo by Vanessa Loring on Pexels · Pexels License
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