Future research should extend this work by using longitudinal designs, contrasting learners at different
proficiency levels, and examining cultural factors that shape metacognitive preferences. Employing
multivariate analyses that control for variables such as proficiency, age, and motivation would also deepen
understanding of strategy use in multilingual contexts. This would enrich our knowledge of how learners
confront the challenges of mastering complex languages like Mandarin and Arabic.
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