Perceived satisfaction of university students with the use of chatbots as a tool for self-regulated learning

被引:32
作者
Consuelo Saiz-Manzanares, Maria [1 ,2 ]
Marticorena-Sanchez, Raul [3 ,4 ]
Jorge Martin-Anton, Luis [3 ,5 ,6 ]
Gonzalez Diez, Irene [1 ]
Almeida, Leandro [7 ]
机构
[1] Univ Burgos, Fac Ciencias Salud, Dept Ciencias Salud, Burgos, Spain
[2] Unidad Invest Consolidada Junta Castilla & Leon N, Grp Invest, DATAHES, EHPAIT, Burgos, Spain
[3] Univ Burgos, Dept Ingn Informat, Escuela Politecn Super, Burgos, Spain
[4] ADMIRABLE, Grp Invest, Burgos, Spain
[5] Univ Valladolid, Fac Educ & Trabajo Social, Dept Psicol, Valladolid, Spain
[6] Unidad Invest Consolidada Junta Castilla & Leon, Grp Invest N 179, EHPAIT, Burgos, Spain
[7] Univ Minho, Escola Psicol, Campus Gualtar, Braga, Portugal
关键词
Chatbot; Prior knowledge; Metacognitive strategies; Higher education; Effective learning; METACOGNITIVE SKILLS; TEMPORAL CHARACTERISTICS; PERCEPTIONS; HYPERMEDIA; DESIGN; ISSUES; SYSTEM;
D O I
10.1016/j.heliyon.2023.e12843
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Chatbots are a promising resource for giving students feedback and helping them deploy metacognitive strategies in their learning processes. In this study we worked with a sample of 57 university students, 42 undergraduate and 15 Master???s degree students in Health Sciences. A mixed research methodology was applied. The quantitative study analysed the influence of the variables educational level (undergraduate vs. master???s degree) and level of prior knowledge on the frequency of chatbot use (low vs. average), learning outcomes, and satisfaction with the chatbot???s usefulness. In addition, we examined whether the frequency of chatbot use depended on students??? metacognitive strategies. The qualitative study analysed the students??? suggestions for improvement to the chatbot and the type of questions it used. The results indicated that the level of degree being studied influenced the frequency of chatbot use and learning outcomes, with Master???s students exhibiting higher levels of both, but levels of prior knowledge only influenced learning outcomes. Significant differences were also found in students??? perceived satisfaction with the use of the chatbot, with Master???s students scoring higher, but not with respect to the level of prior knowledge. No conclusive results were found regarding frequency of chatbot use and the levels of students??? metacognitive strategies. Further studies are needed to guide this research based on the students??? suggestions for improvement.
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页数:15
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