Design robot-assisted STEM instruction with sustained duration (over one month), instructor support, group interaction, and game-based or project-based learning¶

Strategy · All strategies
Evidence · 3 claims (1 for, 2 mixed) · 2 studies (2 quant-synthesis), q3–q4 · 2 of 2 report an effect size · 3 claims rest on one study

Description¶

Based on the meta-analytic findings, the authors recommend that robot-assisted STEM education be designed with attention to instructional context: they report that "the best intervention duration for robot-assisted STEM education was more than one month", that effects were more positive with instructor support, group-level interaction, and game-based or project-based learning, and that programming robots outperformed social robots. These recommendations translate the subgroup patterns into design guidance for educators and developers.

Design Implications¶

Context¶

Requirements¶

• Sufficient intervention length (more than one month) for effects to emerge
• Instructor assistance and guidance during robot-assisted activities

Constraints¶

• Most moderator variables were non-significant in omnibus tests, so these recommendations rest on descriptive subgroup comparisons
• The CT outcome showed no significant benefit, so robotics should not be assumed to build computational thinking

Target Learners¶

• K-16 students in STEM courses

Target Learning Goals¶

• STEM learning performance
• STEM learning attitudes

Claims¶

• Interventions longer than one month showed the largest effect size for robot-assisted STEM learning, though duration was not a significant moderator overall [+M]
• Educational level, instructor support, instructional strategy, interactive type, intervention duration, robotic type, and control group condition were not significant moderators of robotics effects [~M]
• Interventions lasting one to two months show the largest effect, and effects do not increase consistently with longer duration [~W]

Related Strategies¶

Examples¶

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Key Sources¶

• Fan Ouyang and Weiqi Xu. (2024). The effects of educational robotics in STEM education: a multilevel meta-analysis. International Journal of STEM Education. https://doi.org/10.1186/s40594-024-00469-4