The problem of the lack of rigor in CS education research has frequently been discussed and examined. Previous reviews of the literature have examined rigor on both theoretical and methodological dimensions, among others. These reviews have also looked at differences in indicators of rigor between conference proceedings and journal publications. However, to date there is no comprehensive review that has examined the intersection of methodological and theoretical quality.
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Lishinski et al. (2016) studied this question.