The data provided the raw coding data for systematic review and meta-analysis of AR in higher education. Regarding the coding data for systematic review, the coding scheme comprises five parts: basic information, disciplines, technology features, instructional design, and research results. Regarding the coding data for meta-analysis, we code the effect size and several moderating variables  of the selected experimental research studies.