Enhancing Online Learning Experiences: A Systematic Review on Integrating GenAI Chatbots into the Community of Inquiry Framework
Published | 10 September 2024 |
Journal | Lecture Notes in Computer Science Volume 14907, Pages 77-89 |
Conference | Disruptive Innovation in a Digitally Connected Healthy World. I3E 2024 |
Publisher | Springer, Cham |
Country | South Africa, Africa |
ABSTRACT
The Community of Inquiry (CoI) framework has been used for nearly two decades to provide educators with a way to design and evaluate their online courses. Integrating generative AI (GenAI) chatbots with the CoI framework will address the current lack of clear guidelines for incorporating GenAI technology in online education. This gap is significant as GenAI in education is rapidly growing, with students showing favorable attitudes towards GenAI integration. To explore this, a systematic literature review (SLR) was conducted, analyzing recent studies on the use of GenAI chatbots as intelligent tutoring systems within the CoI framework. The findings revealed that GenAI chatbots enhance cognitive presence through personalized learning paths and real-time feedback, improve social presence by fostering community and continuous support, and strengthen teaching presence by automating administrative tasks and dynamic instructional strategies. These enhancements suggest that integrating GenAI chatbots can significantly enrich online learning environments, making education more dynamic, personalized, and effective. The study concludes that a seamless integration of GenAI technologies within the CoI framework can optimize digital learning ecosystems, and future research should focus on long-term impacts and ethical guidelines to ensure responsible GenAI use in education.Keywords | artificial intelligence · generative AI · GenAI · chatbot · literature review · digital learning ecosystem |
CoI focus | Full model |
Methodology | Literature review |
Study design | Systematic review |
Contribution | Practical |
Study aim | "To address the current lack of clear guidelines for incorporating GenAI technology in online education. This gap is significant as GenAI in education is rapidly growing, with students showing favorable attitudes towards GenAI integration." |
Finding | "GenAI chatbots enhance cognitive presence through personalized learning paths and real-time feedback, improve social presence by fostering community and continuous support, and strengthen teaching presence by automating administrative tasks and dynamic instructional strategies." |
Language | English |
ISBN | 9783031722332 |
ISSN | 0302-9743 |
Refereed | Yes |
Rights | 2024 IFIP International Federation for Information Processing |
DOI | 10.1007/978-3-031-72234-9_7 |
URL | https://link.springer.com/10.1007/978-3-031-72234-9_7 |
Export | BibTex · EndNote · Tagged XML · Google Scholar |
Viewed by 0 distinct readers
COMMUNITY NOTES
The evaluations below represent the judgements of our readers and do not necessarily reflect the opinions of the CoI editors.
POST A COMMENT
SIMILAR RECORDS
Understanding The Use and Impact of Social Media Features on The Educational Experiences of Higher-Education Students in Blended and Distance-Learning Environments
Scialdone, Michael John
Students are increasingly expecting social media to be a component of their educational experiences both outside and inside of the classroom. The phenomenon of interest in this dissertation is understanding how the ...
Match: experiences; full model
A Community of Inquiry lens into nursing education: The educators' experiences and perspectives from three Australian universities
Smadi, Omar; Chamberlain, Diane; Shifaza, Fathimath; Hamiduzzaman, Mohammad
Aim
Nursing is a social and collaborative profession; therefore, nursing education requires a pedagogy that supports the establishment of a collaborative learning community. Despite the limited use of the Community of ...
Match: experiences; full model
Visualising the dynamics of online learning communities in online and blending learning courses: Experiences from three university courses
Chuang, Victoria Jae; Ceballos, Alejandro; Bundgaard, Helle; Furu, Peter; et al.
Online learning communities are a foundational element of online and blended learning. Many learning activities in online and blended learning courses require students to collaborate and work together with their peers. ...
Match: experiences
Exploring communities of inquiry in Massive Open Online Courses
Kovanović, Vitomir; Joksimović, Srećko; Poquet, Oleksandra; Hennis, Thieme; et al.
This study presents an evaluation of the Community of Inquiry (CoI) survey instrument developed by Arbaugh et al. (2008) within the context of Massive Open Online Courses (MOOCs). The study reports the results of a ...
Match: full model
An Empirical Verification of the Community of Inquiry Framework
Arbaugh, J. B.
The purpose of this paper is to report on the results of a study that examines whether the Community of Inquiry (CoI) dimensions of social, teaching, and cognitive presence distinctively exist in e-learning ...
Match: full model
Developing a community of inquiry instrument: Testing a measure of the Community of Inquiry framework using a multi-institutional sample
Arbaugh, J. B.; Cleveland-Innes, Martha; Diaz, Sebastian R.; Garrison, D. Randy; et al.
This article reports on the multi-institutional development and validation of an instrument that attempts to operationalize Garrison, Anderson and Archer's Community of Inquiry (CoI) framework (2000). The results of the ...
Match: full model
The incremental predictive validity of teaching, cognitive and social presence on cognitive load
Kozan, Kadir
The purpose of this study was to investigate the predictive validity of teaching, cognitive and social presence from a cognitive load perspective when perceived learning satisfaction was under control. To serve this ...
Match: full model
Exploring presence in online learning through three forms of computer-mediated discourse analysis
Zhu, Meina; Herring, Susan C.; Bonk, Curtis J.
This case study examined patterns in online communication using computer-mediated discourse analysis to better understand how teaching presence, social presence, and cognitive presence are manifested in an online ...
Match: full model
Validation of the Italian Version of the Community of Inquiry Survey
Nizzolino, Salvatore; Canals, Agustí; Temperini, Marco
This work presents the process of validation of the community of inquiry (CoI) survey in its Italian version. For over two decades, the CoI framework has been used to conceptualize online higher-order teaching/learning ...
Match: full model
The effect of self-regulated learning on college students' perceptions of community of inquiry and affective outcomes in online learning
Cho, Moon-Heum; Kim, Yanghee; Choi, DongHo
The purpose of this study was to examine the effects of students' self-regulated learning (SRL) levels on their perceptions of community of inquiry (CoI) and their affective outcomes (task-specific attitudes and ...
Match: full model