“…Few have been developed to assess the effect of chatbots on students' learning in K-12 education. These studies have been carried out in different educational contexts and learning environments, including distance learning (Kohnke, 2022 ), online learning (Lee et al, 2020 ; Troussas et al, 2020 ; Mendoza et al, 2022 ), mobile learning (Troussas et al, 2019 ; Chuah and Kabilan, 2021 ), massive open online courses (MOOCs) (Pereira et al, 2019 ), micro-learning (Yin et al, 2021 ), teacher education (Chuah and Kabilan, 2021 ), professional training (Chang et al, 2022 ), K-12 language learning (Chen et al, 2020 ; Lin and Chang, 2020 ; Troussas et al, 2022 ), and science education (Deveci Topal et al, 2021 ). The vast majority of chatbots have been employed as teaching agents and assessed using the experimental approach, and the findings largely point to improved learning performance and satisfaction (e.g., Pereira et al, 2019 ; Chen et al, 2020 ; Yin et al, 2021 ; Khalil and Rambech, 2022 ).…”