“…The increasing number of systematic reviews related to the use of social media in education highlights the importance of these reviews in shaping educational research, identifying future research directions, and bridging the research-practice divide (Chong et al, 2022). Scholars have adopted several approaches to systematic reviews of scientific literature: (1) qualitative synthesis (e.g., Manca, 2020;Niu, 2019); (ii) meta-analysis (also known as quantitative synthesis) (e.g., Al-Qaysi et al, 2020;Mnkandla & Minnaar, 2017); (iii) qualitative and quantitative synthesis (e.g., Greenhow & Askari, 2017;Manca & Ranieri, 2013, 2016bManca et al, 2021;Tang & Hew, 2017); (iv) bibliometric analysis (e.g., Barrot, 2021a;Lopes et al, 2017;Rehm et al, 2019); and most recently (v) mixed methods approach using bibliometric analysis and qualitative analysis (e.g., Barrot, 2021b).…”