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...Computer science education issn print online journal homepage https www tandfonline com loi ncse using automatic machine assessment to teach programming phil maguire rebecca robert kelly cite this article doi link org view supplementary material published feb submit your views related articles crossmark data full terms conditions of access and use can be found at action journalinformation journalcode vol nos a b department national university ireland maynooth psychology abstract history we report on an intervention in which informal received october labs were switched weekly evaluated test for accepted january second year structures algorithms module keywords the hackerrank system investigated whether instruction greater constructive alignment between course content confidence exam would result lower failure rates after controlling correction skill known associates hierarchical regression model development revealed that performance was best predictor accounting variance feedback scores...