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The main limitation in using alternative teaching strategies and techniques in computer programming education is that sometimes critical run-time errors occur, even invisible errors, such as logical errors, that jeopardize the effectiveness of their use. Code-visualization can be both a solution to this dilemma and an effective way of teaching learners. This paper aims to investigate any differences in learners’ attitudes and achievements between using learner-driven versus machine-driven visualization tools in computer programming education.