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.
引用
收藏
页数:15
相关论文
共 68 条
  • [51] Chatbots for learning: A review of educational chatbots for the Facebook Messenger
    Smutny, Pavel
    Schreiberova, Petra
    [J]. COMPUTERS & EDUCATION, 2020, 151
  • [52] Students' Perceptions on Chatbots' Potential and Design Characteristics in Healthcare Education
    Stathakarou, Natalia
    Nifakos, Sokratis
    Karlgren, Klas
    Konstantinidis, Stathis T.
    Bamidis, Panagiotis D.
    Pattichis, Constantinos S.
    Davoody, Nadia
    [J]. IMPORTANCE OF HEALTH INFORMATICS IN PUBLIC HEALTH DURING A PANDEMIC, 2020, 272 : 209 - 212
  • [53] How are students' emotions related to the accuracy of cognitive and metacognitive processes during learning with an intelligent tutoring system?
    Taub, Michelle
    Azevedo, Roger
    Rajendran, Ramkumar
    Cloude, Elizabeth B.
    Biswas, Gautam
    Price, Megan J.
    [J]. LEARNING AND INSTRUCTION, 2021, 72
  • [54] The Impact of Contextualized Emotions on Self-Regulated Learning and Scientific Reasoning during Learning with a Game-Based Learning Environment
    Taub, Michelle
    Sawyer, Robert
    Lester, James
    Azevedo, Roger
    [J]. INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION, 2020, 30 (01) : 97 - 120
  • [55] How Does Prior Knowledge Influence Eye Fixations and Sequences of Cognitive and Metacognitive SRL Processes during Learning with an Intelligent Tutoring System?
    Taub, Michelle
    Azevedo, Roger
    [J]. INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION, 2019, 29 (01) : 1 - 28
  • [56] Envisioned Pedagogical Uses of Chatbots in Higher Education and Perceived Benefits and Challenges
    Tsivitanidou, Olia
    Ioannou, Andri
    [J]. LEARNING AND COLLABORATION TECHNOLOGIES: GAMES AND VIRTUAL ENVIRONMENTS FOR LEARNING, LCT 2021, PT II, 2021, 12785 : 230 - 250
  • [57] Tulshan A.S., 2019, INT S SIGN PROC INT, P190
  • [58] Turing A. M., 1950, Mind, V59, P433, DOI [10.1093/mind/LIX.236.433, DOI 10.1093/MIND/LIX.236.433]
  • [59] Uskov V. L., 2018, Smart universities, smart innovation, systems and technologies, V70, DOI [10.1007/978-3-319-59454-5_2, DOI 10.1007/978-3-319-59454-5_2]
  • [60] Metacognitive skills and intellectual ability of young adolescents: a longitudinal study from a developmental perspective
    van der Stel, Manita
    Veenman, Marcel V. J.
    [J]. EUROPEAN JOURNAL OF PSYCHOLOGY OF EDUCATION, 2014, 29 (01) : 117 - 137