The DOI matches its Crossref record; 46 of the 47 references it cites were found in a registry or an index.
The impact of a virtual teaching assistant (chatbot) on students’ learning in Ghanaian higher education
Open accessAbstract
Abstract Chatbot usage is evolving rapidly in various fields, including higher education. The present study’s purpose is to discuss the effect of a virtual teaching assistant (chatbot) that automatically responds to a student’s question. A pretest–posttest design was implemented, with the 68 participating undergraduate students being randomly allocated to scenarios representing a 2 × 2 design (experimental and control cohorts). Data was garnered utilizing an academic achievement test and focus groups, which allowed more in depth analysis of the students’ experience with the chatbot. The results of the study demonstrated that the students who interacted with the chatbot performed better academically comparing to those who interacted with the course instructor. Besides, the focus group data garnered from the experimental cohort illustrated that they were confident about the chatbot’s integration into the course. The present study essentially focused on the learning of the experimental cohort and their view regarding interaction with the chatbot. This study contributes the emerging artificial intelligence (AI) chatbot literature to improve student academic performance. To our knowledge, this is the first study in Ghana to integrate a chatbot to engage undergraduate students. This study provides critical information on the use and development of virtual teaching assistants using a zero-coding technique, which is the most suitable approach for organizations with limited financial and human resources.
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“Through the pretest-posttest design, Ghanaian undergraduate students in the chatbot group better performed academically than those interacting with instructors [33].”
From A Meta-Analysis and Systematic Review of the Effect of Chatbot Technology Use in Sustainable Education (2023) · cites this paper as [33]
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Chatbots: History, technology, and applications
Adamopoulou, E., & Moussiades, L. (2020) · Machine Learning with Applications · doi:10.1016/j.mlwa.2020.100006 · Cited by 1,090 · cited 5×
“The chatbot in the present study is a teaching assistant chatbot developed to accomplish a set of learning objects by determining intents and entities from a free text communication of a student leveraging Natural Language Processing without confining the student with a set of available options.”
BackgroundInfluentialExplainable artificial intelligence: an analytical review
Angelov, P. P., Soares, E. A., Jiang, R., Arnold, N. I., & Atkinson, P. M. (2021) · WIREs Data Mining and Knowledge Discovery · doi:10.1002/widm.1424 · Cited by 843
Teacher–student relationship at university: an important yet under-researched field
Hagenauer, G., & Volet, S. (2014) · Oxford Review of Education · doi:10.1080/03054985.2014.921613 · Cited by 515
Rediscovering the use of chatbots in education: A systematic literature review
Pérez, J. Q., Daradoumis, T., & Puig, J. M. M. (2020) · Computer Applications in Engineering Education · doi:10.1002/cae.22326 · Cited by 483
Chatbot for university related FAQs
Ranoliya, B. R., Raghuwanshi, N., & Singh, S. (2017) · 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI) · doi:10.1109/icacci.2017.8126057 · Cited by 425
Yin, J., Goh, T.-T., Yang, B., & Xiaobin, Y. (2021) · Journal of Educational Computing Research · doi:10.1177/0735633120952067 · Cited by 349
Artificial intelligence applications in Latin American higher education: a systematic review
Salas-Pilco, S. Z., & Yang, Y. (2022) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-022-00326-w · Cited by 330
Chang, C., Hwang, G., & Gau, M. (2022) · British Journal of Educational Technology · doi:10.1111/bjet.13158 · Cited by 294
Advances in Intelligent Systems and Computing
Deshpande, P. S., Abraham, A., Iyer, B., & Ma, K. (2021) · Cited by 290
Chatbot: An Education Support System for Student
Clarizia, F., Colace, F., Lombardi, M., Pascale, F., & Santaniello, D. (2018) · Lecture notes in computer science · doi:10.1007/978-3-030-01689-0_23 · Cited by 277
Research works printed but not linked: 8
- Essel, H. B., Butakor, P. K., & Nortey, S. (2019). Summative e-examination for high stake assessment in higher education: A case of undergraduate students at the Kwame Nkrumah University of Science and Technology. Global Journal of Human-Social Science: Arts & Humanities-Psychology, 19, 03.
- Gupta, S., Jagannath, K., Aggarwal, N., Sridar, R., Wilde, S., & Chen, Y. (2019). Artificially intelligently (AI) tutors in the classroom: A need assessment study of designing chatbots to support student learning. Twenty-third pacific Asia conference on information systems. 8–12 July, Xi’an, China.
- Hasançebi, B., Terzi, Y., & Küçük, Z. (2020). Distractor analysis based on item difficulty index and item discrimination index. Gümüshane University Journal of Science Institute, 10(1), 224–240.
- Hiremath, G., Hajare, A., Bhosale, P., Nanaware, R., & Wagh, K. S. (2018). Chatbot for education system. International Journal of Advance Research, Ideas and Innovations in Technology, 4(3), 37–43.
- Okonkwo, C. W., & Ade-Ibijola, A. (2020). Python-Bot: A chatbot for teaching python programming. Engineering Letters, 29(1), 25–34.
- Satam, S., Nimje, T., Shetty, S., & Kurle, S. (2020). Mentoring Chatbot using Artificial Intelligence Framework. SAMRIDDHI: A Journal of Physical Sciences, Engineering and Technology, 12(1), 151–156.
- Smutny, P., & Schreiberova, P. (2020). Chatbots for learning: A review of educational chatbots for the Facebook Messenger. Computers and Education. https://doi.org/10.1016/j.compedu.2020.103862,103862 · DOI
- Tsyhaniuk, D., & Akenten, W. N. (2021). Examining budgeting and fund allocation in higher education. Financial Markets, Institutions and Risks. https://doi.org/10.21272/fmir.5(4).128-138.202 · DOI
Cited by
Sorted by citations
Students’ voices on generative AI: perceptions, benefits, and challenges in higher education
Chan, C. K. Y., & Hu, W. (2023) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-023-00411-8 · Cited by 2,301
“…to be easy to use and able to assist students to express themselves in English (Gayed et al., 2022); while the use of AI-based chatbots for learning support improved students’ learning achievement, self-efficacy, learning attitude, and learning motivation (Essel et al., 2022; Lee et al., 2022).”
BackgroundRole of AI chatbots in education: systematic literature review
Labadze, L., Grigolia, M., & Machaidze, L. (2023) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-023-00426-1 · Cited by 1,043
Sajja, R., Sermet, Y., Cikmaz, M., Cwiertny, D., & Demir, I. (2024) · Information · doi:10.3390/info15100596 · Cited by 620
Chan, C. K. Y., & Lee, K. K. W. (2023) · Smart Learning Environments · doi:10.1186/s40561-023-00269-3 · Cited by 634
Do AI chatbots improve students learning outcomes? Evidence from a meta‐analysis
Wu, R., & Yu, Z. (2024) · British Journal of Educational Technology · doi:10.1111/bjet.13334 · Cited by 576
Metadata
- Authors
- Essel, H. B., Vlachopoulos, D., Tachie-Menson, A., Johnson, E. E., & Baah, P. K.
- Affiliations
- Kwame Nkrumah University of Science and Technology (GH)
- Erasmus University Rotterdam (NL)
- Corresponding author
- Vlachopoulos, Dimitrios
- Venue
- International Journal of Educational Technology in Higher Education
- Published
- 2022-11-15
- Volume
- 19
- Issue
- 1
- ISSN
- 2365-9440 (ISSN-L)
- OpenAlex
- W4308947461
- Cited by
- 428
- References
- 47
- Citations by year
- 2026: 100 · 2025: 146 · 2024: 114 · 2023: 67 · 2022: 1
- FWCI
- 81.21
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Locations
- International Journal of Educational Technology in Higher Education (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- EUR Research Repository (Erasmus University Rotterdam) (submittedVersion, other-oa)
- Greater South Information System
- Topics
- Social Sciences › Education › Artificial Intelligence in Education
- Physical Sciences › Computer Science › Artificial Intelligence › Intelligent Tutoring Systems and Adaptive Learning
- Social Sciences › Business, Management and Accounting › Marketing › AI in Service Interactions
- Keywords
- chatbots, virtual teaching assistants, artificial intelligence in education, academic performance, undergraduate students, student perceptions, Ghanaian higher education
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