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Coding has been introduced into formal education systems worldwide to equip students with computational thinking. This systematic literature review analyzes 20 empirical studies of using Scratch to improve K12 students’ computational thinking. It aims to explore how to improve the design of coding teaching activities from a learning design perspective.