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Blended learning (BL) is showing rapid growth in higher education, but BL’s effects on students’ learning are unclear, and some BL design issues also need to be clarified. This meta-analysis analyzed the effects of BL in higher education. A total of 98 empirical studies were included. This meta-analysis revealed that BL had an upper-medium effect on university students’ learning (Hedges’ g=0.606, p<0.001). Further, moderator analyses showed that the teaching method, proportion of online learning, online interaction type, and region had moderating effects. These new findings can improve BL.