AI-driven gamification and metacognitive strategy development: a study of primary school English vocabulary learning from a self-regulated learning perspective

Editorial reading guide · Independence

Does a personalized vocabulary game help my child monitor learning, or mainly keep the game moving?

Links Independence to metacognitive monitoring and persistence rather than game rewards alone. The synthesis reports positive vocabulary and metacognitive effects and variation by feedback, personalization, and teacher support. It is useful for asking which learning process an adaptive system actually supports, with pooled findings interpreted in the context of heterogeneous implementations.

Study context

45 reported experimental/quasi-experimental studies, 3,892 pupils; 18 studies ages 6–8 and 27 ages 9–12

Age / stage: 6–12 years; primary school

Read with three questions

1. What evidence distinguishes vocabulary performance from metacognitive awareness and persistence?
2. How were adaptive feedback and teacher support related to the reported effects?
3. Which differences in studies, settings, and follow-up constrain applying a pooled result to our family?

Keep the limits in view

The included interventions combined AI and gamification and varied in design, feedback, context, and measures. Follow-up was generally short and resource-rich regions were overrepresented. Moderator findings do not isolate mechanisms, and the review does not establish sustained home self-regulation or the effectiveness of current general-purpose LLMs.