Online chat and chatbots to enhance mature student engagement in higher education
Open accessAbstract
Mature students transitioning into their first year of higher education face many difficulties that affect their motivation, participation and success. Their feelings of being disconnected from their peers and from their institutions are among the key barriers to the successful completion of their courses. Encouraging online student engagement among mature students to establish social connection with their instructors and peers can reduce their isolation and enhance their ‘sense of belonging’. During the academic year 2020/2021, the Lifelong Learning Centre (LLC) at the University of Leeds in the UK, decided to pilot an online chat platform ‘Differ’ including a chatbot ‘Bo’ after it had seen a decline in the use of programme Facebook groups. To promote student engagement and monitor the Differ online communities, sixteen digital student mentors were recruited and trained. During the pilot, feedback was collected from students and student mentors. A mixed-methods approach was adopted to boost robustness through triangulation. Several forms of data collection methods were used: a mentimeter, an online survey, three focus group sessions and a semi-structured interview. This study sheds light on the different aspects of creating student-led online communities and provides recommendations on how to improve the uptake of students in the future.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
(1978) · Medical Entomology and Zoology · Cited by 53,488 · see citing works
Lave, J., & Wenger, E. (1991) · Cambridge University Press eBooks · doi:10.1017/cbo9780511815355 · Cited by 33,219 · see citing works
Digital Natives, Digital Immigrants Part 1
Prensky, M. (2001) · On the Horizon · doi:10.1108/10748120110424816 · Cited by 11,104 · see citing works
Toward a Conceptual Framework for Mixed-Method Evaluation Designs
Greene, J. C., Caracelli, V. J., & Graham, W. F. (1989) · Educational Evaluation and Policy Analysis · doi:10.3102/01623737011003255 · Cited by 5,687 · see citing works
Seven Principles for Good Practice in Undergraduate Education
Chickering, A. W., & Gamson, Z. F. (1989) · Biochemical Education · doi:10.1016/0307-4412(89)90094-0 · Cited by 4,818 · see citing works
Clark, H. H., & Brennan, S. E. (1991) · Perspectives on socially shared cognition. · doi:10.1037/10096-006 · Cited by 4,555 · see citing works
Tandoc, E. C., Lim, Z. W., & Ling, R. S. (2017) · Digital Journalism · doi:10.1080/21670811.2017.1360143 · Cited by 2,377 · see citing works
Tinto, V. (1997) · The Journal of Higher Education · doi:10.1080/00221546.1997.11779003 · Cited by 2,202 · see citing works
Filter Bubbles, Echo Chambers, and Online News Consumption
Flaxman, S., Goel, S., & Rao, J. M. (2016) · Public Opinion Quarterly · doi:10.1093/poq/nfw006 · Cited by 1,992 · see citing works
Exploratory Research in the Social Sciences
Stebbins, R. (2001) · doi:10.4135/9781412984249 · Cited by 1,840 · see citing works
Unmasking the Effects of Student Engagement on First-Year College Grades and Persistence
Kuh, G. D., Cruce, T. M., Shoup, R., Kinzie, J., & Gonyea, R. M. (2008) · The Journal of Higher Education · doi:10.1080/00221546.2008.11772116 · Cited by 1,840 · see citing works
Kuh, G. D. (2003) · Change The Magazine of Higher Learning · doi:10.1080/00091380309604090 · Cited by 1,600 · see citing works
What Student Affairs Professionals Need to Know About Student Engagement
Kuh, G. D. (2009) · Journal of college student development · doi:10.1353/csd.0.0099 · Cited by 1,368 · see citing works
Student engagement literature review
Trowler, V. (2010) · Cited by 1,078 · see citing works
Wilcox, P., Winn, S., & Fyvie‐Gauld, M. (2005) · Studies in Higher Education · doi:10.1080/03075070500340036 · Cited by 1,018 · see citing works
Engaging online learners: The impact of Web-based learning technology on college student engagement
Chen, P.-S. D., Lambert, A. D., & Guidry, K. R. (2010) · Computers & Education · doi:10.1016/j.compedu.2009.11.008 · Cited by 785 · see citing works
Andragogy in Action: Applying Modern Principles of Adult Learning
Tough, A. (1985) · The Journal of Higher Education · doi:10.1080/00221546.1985.11778742 · Cited by 759 · see citing works
Chatbots: Are they Really Useful?
Shawar, B. A., & Atwell, E. (2007) · LDV-Forum/Journal for language technology and computational linguistics · doi:10.21248/jlcl.22.2007.88 · Cited by 626 · see citing works
Self-citationNew Benchmarks in Higher Education: Student Engagement in Online Learning
Robinson, C. C., & Hullinger, H. (2008) · Journal of Education for Business · doi:10.3200/joeb.84.2.101-109 · Cited by 618 · see citing works
Unleashing the Potential of Chatbots in Education: A State-Of-The-Art Analysis
Winkler, R., & Soellner, M. (2018) · Academy of Management Proceedings · doi:10.5465/ambpp.2018.15903abstract · Cited by 581 · see citing works
Journal of Higher Education Theory and Practice
(2019) · Journal of Higher Education Theory and Practice · doi:10.33423/jhetp · Cited by 556 · see citing works
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 · see citing works
Roles, Risks, and Benefits of Peer Mentoring Relationships in Higher Education
Colvin, J., & Ashman, M. (2010) · Mentoring & Tutoring Partnership in Learning · doi:10.1080/13611261003678879 · Cited by 470 · see citing works
Breaking the filter bubble: democracy and design
Bozdag, E., & van den Hoven, J. (2015) · Ethics and Information Technology · doi:10.1007/s10676-015-9380-y · Cited by 375 · see citing works
Journal of Institutional Research
Idrus, N. (2006) · Cited by 293 · see citing works
Tang, Y., & Hew, K. F. (2017) · Educational Research Review · doi:10.1016/j.edurev.2017.05.001 · Cited by 214 · see citing works
Does Involvement Really Matter? Indicators of College Student Success and Satisfaction
Webber, K. L., Krylow, R. B., & Zhang, Q. (2013) · Journal of college student development · doi:10.1353/csd.2013.0090 · Cited by 201 · see citing works
User response to mandatory IT use: a coping theory perspective
Bhattacherjee, A., Davis, C. J., Connolly, A. J., & Hikmet, N. (2017) · European Journal of Information Systems · doi:10.1057/s41303-017-0047-0 · Cited by 167 · see citing works
Learning together online: Research on asynchronous learning networks
Nason, M. (2006) · Education and Information Technologies · doi:10.1007/s11134-006-7366-5 · Cited by 163 · see citing works
Thinking Outside the Black-Box: The Case for “Algorithmic Sovereignty” in Social Media
Reviglio, U., & Agosti, C. (2020) · Social Media + Society · doi:10.1177/2056305120915613 · Cited by 145 · see citing works
Cotton, D., Nash, T., & Kneale, P. E. (2017) · European Educational Research Journal · doi:10.1177/1474904116652629 · Cited by 138 · see citing works
Chatbot as an Intelligent Personal Assistant for Mobile Language Learning
Pham, X. L., Phạm, T. H., Nguyen, Q. M., Nguyen, T. H., & Cao, T. T. H. (2018) · International Conference on Education and E-Learning (ICEEL) · doi:10.1145/3291078.3291115 · Cited by 121 · see citing works
Building models explaining student participation behavior in asynchronous online discussion
Goggins, S., & Xing, W. (2015) · Computers & Education · doi:10.1016/j.compedu.2015.11.002 · Cited by 116 · see citing works
Timmis, S. (2011) · Computers & Education · doi:10.1016/j.compedu.2011.09.026 · Cited by 103 · see citing works
(2014) · Computación y Sistemas · doi:10.13053/cys · Cited by 100 · see citing works
Stigmatised learners: mature-age students negotiating university culture
Mallman, M., & Lee, H. (2014) · British Journal of Sociology of Education · doi:10.1080/01425692.2014.973017 · Cited by 88 · see citing works
Ruan, S., Willis, A., Xu, Q., Davis, G. M., Jiang, L., Brunskill, E., & Landay, J. A. (2019) · Proceedings of the Sixth (2019) ACM Conference on Learning @ Scale · doi:10.1145/3330430.3333643 · Cited by 81 · see citing works
Technology enhanced language learning: Connecting theory and practice
Saunders, P. T. (2014) · System · doi:10.1016/j.system.2014.07.006 · Cited by 80 · see citing works
‘I've had to swallow my pride’: help seeking and self‐esteem
Clegg, S., Bradley, S., & Smith, K. A. (2006) · Higher Education Research & Development · doi:10.1080/07294360600610354 · Cited by 80 · see citing works
Petty, D. (2000) · The Internet and Higher Education · doi:10.1016/s1096-7516(01)00041-0 · Cited by 75 · see citing works
How mature-age students succeed in higher education: implications for institutional support
Heagney, M., & Benson, R. (2017) · Journal of Higher Education Policy and Management · doi:10.1080/1360080x.2017.1300986 · Cited by 71 · see citing works
Using chatbots to aid transition
Carayannopoulos, S. (2017) · International Journal of Information and Learning Technology · doi:10.1108/ijilt-10-2017-0097 · Cited by 55 · see citing works
WhatsApp Messaging: Achievements and Success in Academia
Nitza, D., & Yavich, R. (2016) · International Journal of Higher Education · doi:10.5430/ijhe.v5n4p255 · Cited by 55 · see citing works
Homesickness at College: Its Impact on Academic Performance and Retention
Sun, J., Hagedorn, L. S., & Zhang, Y. L. (2016) · Journal of college student development · doi:10.1353/csd.2016.0092 · Cited by 54 · see citing works
Building bridges: higher degree student retention and counselling support
Pearson, M. (2012) · Journal of Higher Education Policy and Management · doi:10.1080/1360080x.2012.662743 · Cited by 50 · see citing works
Returns to education for those returning to education: evidence from Australia
Chesters, J., & Watson, L. (2013) · Studies in Higher Education · doi:10.1080/03075079.2013.801422 · Cited by 32 · see citing works
Erb, S. E., & Drysdale, M. (2017) · Studies in the Education of Adults · doi:10.1080/02660830.2017.1283754 · Cited by 31 · see citing works
Isolated learners: young mature-age students, university culture, and desire for academic sociality
Mallman, M., & Lee, H. (2017) · International Journal of Lifelong Education · doi:10.1080/02601370.2017.1302012 · Cited by 28 · see citing works
GroupMe: Investigating Use of Mobile Instant Messaging in Higher Education Courses
Gronseth, S. L., & Hebert, W. (2018) · TechTrends · doi:10.1007/s11528-018-0361-y · Cited by 26 · see citing works
O’Boyle, N. (2014) · Communication Education · doi:10.1080/03634523.2014.903333 · Cited by 25 · see citing works
Making the Grade and Staying Engaged
Troisi, J. D. (2014) · Teaching of Psychology · doi:10.1177/0098628314530337 · Cited by 23 · see citing works
Educational Process: International Journal
(2016) · Educational Process International Journal · doi:10.12973/edupij · Cited by 20 · see citing works
University Student Surveys Using Chatbots: Artificial Intelligence Conversational Agents
Abbas, N., Pickard, T., Atwell, E., & Walker, A. (2021) · Lecture notes in computer science · doi:10.1007/978-3-030-77943-6_10 · Cited by 19 · see citing works
Self-citationUser-guided system development in Interactive Spoken Language Education
Atwell, E., HOWARTH, P., Souter, C., BALDO, P., Bisiani, R., PEZZOTTA, D., Bonaventura, P., Menzel, W., Herron, D., Morton, R. D., et al. (2000) · Natural Language Engineering · doi:10.1017/s1351324900002473 · Cited by 14 · see citing works
Self-citationWeb chatbots: the next generation of speech systems?
Atwell, E. (2005) · White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · Cited by 4 · see citing works
Self-citation
Flagged first, then by citations
1 of the 56 references couldn’t be matched to a known paper.
Research works printed but not linked: 8
- Chuang, H., Thompson, A., & Schmidt, D. (2003). Faculty technology mentoring programs. Journal of Computing in Teacher Education, 19(4), 101-106. doi:10.1080/10402454.2003.10784472. · DOI
- Hobert, S. (2019). Say hello to 'coding tutor'! design and evaluation of a chatbot-based learning system supporting students to learn to program. 40th international conference on information systems, 2019. Munich, 1, pp. 1-17.
- O'Keeffe, P. (2013). A sense of belonging: Improving student retention. College Student Journal, 47(4), 605-613. https://www.semanticscholar.org/paper/A-Sense-of-Belonging%3A-Improving-Student-Retention.-O%E2%80% 99Keeffe/2fd483eb62cf5094f147c9a129470808bc2d07f2.
- Panah, E., & Babar, M. (2020). a survey of whatsapp as a tool for instructor-learner dialogue, learner-content dialogue, and learner-learner dialogue. World Academy of Science, Engineering and Technology, International Journal of Educational and Pedagogical Sciences, 14(12), 1198-1205. https://publications.waset.org/10011648/pdf .
- Sjöström, J., Aghaee, N., Dahlin, M., & Ågerfalk, P. J. (2018). Designing chatbots for higher education practice. In International conference on information systems education and research 2018 San Francisco, USA (pp. 1-10).
- Studente, S., Ellis, S., & Garivaldis, S. (2020). Exploring the potential of chatbots in higher education: a preliminary study. International Journal of Educational and Pedagogical Sciences, 14(9), 768-771. https://publications.waset. org/10011432/exploring-the-potential-of-chatbots-in-higher-education-a-preliminary-study.
- Van Dijk, J. (2020). The digital divide. Polity Press.
- Zakos, J., & Capper, L. 2008. CLIVE-An artificially intelligent chat robot for conversational language practice, Artificial Intelligence: Theories, models and applicationsLecture notes in computer science 5138 2008. Springer.
Cited by
Sorted by citations
The role of ChatGPT in higher education: Benefits, challenges, and future research directions
(2023) · Journal of Applied Learning & Teaching · doi:10.37074/jalt.2023.6.1.29 · Cited by 561 · see citing works
Determinants of Intention to Use ChatGPT for Educational Purposes: Findings from PLS-SEM and fsQCA
Foroughi, B., Senali, M. G., Iranmanesh, M., Khanfar, A. A. A., Ghobakhloo, M., Annamalai, N., & Naghmeh‐Abbaspour, B. (2023) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2023.2226495 · Cited by 481 · see citing works
Grájeda, A., Burgos, J., Olivera, P. C., & Sanjinés, A. (2023) · Cogent Education · doi:10.1080/2331186x.2023.2287917 · Cited by 240 · see citing works
Student Interaction with ChatGPT Can Promote Complex Critical Thinking Skills
Suriano, R., Plebe, A., Acciai, A., & Fabio, R. A. (2025) · Learning and Instruction · doi:10.1016/j.learninstruc.2024.102011 · Cited by 208 · see citing works
Yusuf, H., Money, A., & Daylamani-Zad, D. (2025) · Educational technology research and development · doi:10.1007/s11423-025-10447-4 · Cited by 112 · see citing works
Rezai, A., Namaziandost, E., & Hwang, G. (2024) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2024.100510 · Cited by 89 · see citing works
Baskara, F. R. (2023) · IJORER International Journal of Recent Educational Research · doi:10.46245/ijorer.v4i2.331 · Cited by 78 · see citing works
Here's to the future: Conversational agents in higher education- a scoping review
Pereira, D. S. M., Falcão, F., Costa, L., Lunn, B. S., Pêgo, J. M., & Costa, P. (2023) · International Journal of Educational Research · doi:10.1016/j.ijer.2023.102233 · Cited by 75 · see citing works
Chatbots to Improve Sexual and Reproductive Health: Realist Synthesis
Mills, R., Mangone, E., Lesh, N. B., Mohan, D., & Baraitser, P. (2023) · Journal of Medical Internet Research · doi:10.2196/46761 · Cited by 71 · see citing works
C., S. B. G., Bhandari, P., Gurung, S. K., Srivastava, E., Ojha, D., & Dhungana, B. R. (2024) · Cogent Education · doi:10.1080/2331186x.2024.2403287 · Cited by 71 · see citing works
Educational data mining: a 10-year review
Kalita, E., Oyelere, S. S., Gaftandzhieva, S. N., Rajesh, K. N. V. P. S., Jagatheesaperumal, S. K., Mohamed, A. S. A., Elbarawy, Y. M., Desuky, A. S., Hussain, S., Çifçi, M. A., et al. (2025) · Discover Computing · doi:10.1007/s10791-025-09589-z · Cited by 66 · see citing works
Chatbots and messaging platforms in the classroom: An analysis from the teacher’s perspective
Merelo, J. J., Castillo, P. Á., Mora, A. M., Barranco, F., Abbas, N., Guillén, A., & Tsivitanidou, O. (2023) · Education and Information Technologies · doi:10.1007/s10639-023-11703-x · Cited by 63 · see citing works
Self-citationFrom Chalkboards to Chatbots: Revolutionizing Education with AI-Driven Learning Innovations
Putri, D. F., & Sain, Z. H. (2025) · Educative Jurnal Ilmiah Pendidikan · doi:10.70437/educative.v3i1.823 · Cited by 59 · see citing works
Leveraging ChatGPT to enhance students’ writing skills, engagement, and feedback literacy
Oktarin, I. B., Saputri, M. E. E., Magdalena, B., Hastomo, T., & Maximilian, A. (2024) · Edelweiss Applied Science and Technology · doi:10.55214/25768484.v8i4.1600 · Cited by 57 · see citing works
Wölfel, M., Shirzad, M. B., Reich, A., & Anderer, K. (2023) · Big Data and Cognitive Computing · doi:10.3390/bdcc8010002 · Cited by 41 · see citing works
Los Riesgos de la Inteligencia Artificial en la Educación
Lozada, R. F. L., Aguayo, E. M. L., Suquilanda, M. D. J. E., Pico, N. D. J. A., & Vélez, G. E. Z. (2023) · Ciencia Latina Revista Científica Multidisciplinar · doi:10.37811/cl_rcm.v7i5.8301 · Cited by 34 · see citing works
Alrishan, A. M. H. (2023) · International Journal of Learning Teaching and Educational Research · doi:10.26803/ijlter.22.12.10 · Cited by 34 · see citing works
Abulibdeh, A. O. (2025) · Sustainable Futures · doi:10.1016/j.sftr.2025.101033 · Cited by 34 · see citing works
Alsayed, W. O., Al-Hafdi, F. S., & Alhalafawy, W. S. (2024) · Journal of Ecohumanism · doi:10.62754/joe.v3i3.3331 · Cited by 32 · see citing works
A Chatbot Intent Classifier for Supporting High School Students
Assayed, S. K., Shaalan, K. F., & Alkhatib, M. (2022) · ICST Transactions on Scalable Information Systems · doi:10.4108/eetsis.v10i2.2948 · Cited by 32 · see citing works
Chatbots in higher education: a systematic review
Lambebo, E. A., & Chen, H. (2024) · Interactive Learning Environments · doi:10.1080/10494820.2024.2436931 · Cited by 29 · see citing works
Designing chatbots in language classrooms: an empirical investigation from user learning experience
Wiboolyasarin, W., Wiboolyasarin, K., Tiranant, P., Boonyakitanont, P., & Jinowat, N. (2024) · Smart Learning Environments · doi:10.1186/s40561-024-00319-4 · Cited by 27 · see citing works
Drivers of Chatbot Adoption among K–12 Teachers in Saudi Arabia
Al-Amri, N. A., & Al-Abdullatif, A. M. (2024) · Education Sciences · doi:10.3390/educsci14091034 · Cited by 27 · see citing works
Alsayed, W. O., Al-Hafdi, F. S., & Alhalafawy, W. S. (2024) · Advances in educational technologies and instructional design book series · doi:10.4018/979-8-3693-9806-7.ch006 · Cited by 26 · see citing works
An Exploration Of Icebreakers And Their Impact On Student Engagement In The Classroom
Sasan, J. M., Tugbong, G. M., & Alistre, K. L. C. (2023) · International Journal of Social Service and Research · doi:10.46799/ijssr.v3i11.566 · Cited by 26 · see citing works
Chamorro-Atalaya, O., Huarcaya-Godoy, M., Durán-Herrera, V., Nieves-Barreto, C., Suarez-Bazalar, R., Cruz-Telada, Y., Anco, R. J. A., Mamani, H. M. H., Vargas-Díaz, A., & Balarezo-Mares, D. (2023) · International Journal of Learning Teaching and Educational Research · doi:10.26803/ijlter.22.9.9 · Cited by 25 · see citing works
Optimizing Student Support. A Review of the Use of AI Chatbots in Higher Education
Segovia-García, N. (2024) · European Public & Social Innovation Review · doi:10.31637/epsir-2024-324 · Cited by 24 · see citing works
Feedback engagement as a multidimensional construct: a validation study
Gan, Z., Wei, W., & Yu, G. (2024) · Assessment & Evaluation in Higher Education · doi:10.1080/02602938.2024.2381227 · Cited by 24 · see citing works
Enhancing Classroom Learning: ChatGPT's Integration and Educational Challenges
AlAli, R. M., & Wardat, Y. (2024) · International Journal of Religion · doi:10.61707/znwnxd43 · Cited by 23 · see citing works
Alabbas, A., & Alomar, K. (2025) · Future Internet · doi:10.3390/fi17020064 · Cited by 22 · see citing works
Popenici, Ş., Catalano, H., Mestic, G., & Ani-Rus, A. (2023) · Educatia 21 · doi:10.24193/ed21.2023.26.11 · Cited by 22 · see citing works
Černý, M. (2023) · European Journal of Investigation in Health Psychology and Education · doi:10.3390/ejihpe13020022 · Cited by 21 · see citing works
Student satisfaction with artificial intelligence chatbots in Ethiopian academia
Subaveerapandiyan, A., Radhakrishnan, S., Tiwary, N., & Guangul, S. M. (2024) · IFLA Journal · doi:10.1177/03400352241252974 · Cited by 19 · see citing works
Arias-Chávez, D., Ramos-Quispe, T., & Sevillano, L. M. C. (2024) · Innovaciones educativas · doi:10.22458/ie.v26i41.5135 · Cited by 19 · see citing works
GPT Chat Integration in Project Based Learning in Learning: A Systematic Literature Review
Purnama, I., Edi, F., Syahrul, Agustin, R., & Pranoto, N. W. (2023) · Jurnal Penelitian Pendidikan IPA · doi:10.29303/jppipa.v9ispecialissue.6712 · Cited by 18 · see citing works
Reyes-Moreno, E. R., Londoño-Gallego, J. A., Andrade-Martelo, I. C., Villar-Vega, H. F., & Maldonado, J. J. C. (2023) · Aibi revista de investigación administración e ingeniería · doi:10.15649/2346030x.3245 · Cited by 16 · see citing works
Taylor, Z., Ortega, G., & Hernández, S. H. (2024) · Teachers College Record The Voice of Scholarship in Education · doi:10.1177/01614681241252298 · Cited by 16 · see citing works
Mishra, R., & Varshney, D. (2024) · World Journal of Advanced Research and Reviews · doi:10.30574/wjarr.2024.22.3.1949 · Cited by 15 · see citing works
An Examination of Studies on the Use of Chatbot Technology in the Field of Education
Durak, H. Y., & Onan, A. (2023) · International Conference on Applied Engineering and Natural Sciences · doi:10.59287/icaens.978 · Cited by 14 · see citing works
Chatbot de IA para prevenir el abandono de la educación superior: una revisión de la literatura
Segovia-García, N., & García, L. S. (2024) · Education in the Knowledge Society (EKS) · doi:10.14201/eks.31416 · Cited by 13 · see citing works
Advising chatbot for high school in smart cities
Assayed, S. K., Alkhatib, M., & Shaalan, K. F. (2023) · International Conference on Smart and Sustainable Technologies (SpliTech) · doi:10.23919/splitech58164.2023.10193065 · Cited by 13 · see citing works
Assessing the Use of Open AI Chat-GPT in a University Department of Education
Prentzas, J., & Sidiropoulou, M. (2023) · International Conference on Information, Intelligence, Systems & Applications (IISA) · doi:10.1109/iisa59645.2023.10345910 · Cited by 12 · see citing works
Sain, Z. H., & Kurniati, V. S. D. (2023) · TAMANSISWA INTERNATIONAL JOURNAL IN EDUCATION AND SCIENCE · doi:10.30738/tijes.v5i1.16274 · Cited by 11 · see citing works
Merelo, J. J., Castillo, P. Á., Mora, A. M., Barranco, F., Abbas, N., Guillén, A., & Tsivitanidou, O. (2022) · Lecture notes in computer science · doi:10.1007/978-3-031-05675-8_16 · Cited by 10 · see citing works
Self-citationFactors Affecting the Intention to Use AI-Based Chatbots in Learning
Gayashan, S. P. P., & Samarasinghe, S. M. (2024) · International Research Conference on Smart Computing and Systems Engineering (SCSE) · doi:10.1109/scse61872.2024.10550537 · Cited by 10 · see citing works
Cognitive Computing with Large Language Models for Student Assessment Feedback
Abbas, N., & Atwell, E. (2025) · Big Data and Cognitive Computing · doi:10.3390/bdcc9050112 · Cited by 9 · see citing works
Self-citationQamar, M. T., Yasmeen, J., Malik, A., & Srikrishna Swaroop, V. T. (2025) · Business and Professional Communication Quarterly · doi:10.1177/23294906251319016 · Cited by 9 · see citing works
Mepieza, R. Y. (2023) · Journal of Learning on History and Social Sciences · doi:10.61796/ejlhss.v1i1.8 · Cited by 9 · see citing works
Anderson, J. E., Nguyen, C. A., & Hughes, M. Ü. (2025) · Journal of International Education in Business · doi:10.1108/jieb-07-2024-0081 · Cited by 8 · see citing works
Chatbot Integration Within United States Higher Education Websites: Historical Trends from 2017–2023
Taylor, Z., & Owusu, S. B. (2024) · Technology Knowledge and Learning · doi:10.1007/s10758-024-09790-x · Cited by 7 · see citing works
Al-Shamaileh, O., Mubin, O., & Nizamuddin, N. (2025) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2025.2532712 · Cited by 7 · see citing works
ARTIFICIAL INTELLIGENCE IN EDUCATION: IMPACT, APPLICATIONS AND FUTURE PROSPECTS
Smagulov, Y., Zhiyembayev, Z. T., & Bokan, M. (2025) · Habaršy. Fizika-matematikalyķ ġylymdary seriâsy · doi:10.51889/2959-5894.2025.89.1.028 · Cited by 7 · see citing works
Lennox, E. (2024) · The Journal of Continuing Higher Education · doi:10.1080/07377363.2024.2309410 · Cited by 6 · see citing works
A Review of Educational Agents: Definitions, Features, Roles and Development Trends
Zhou, L. (2025) · Science Insights Education Frontiers · doi:10.15354/sief.25.re552 · Cited by 6 · see citing works
Moon, J., Jung, Y., Bae, H., Lee, U., & Kim, K. (2025) · Innovations in Education and Teaching International · doi:10.1080/14703297.2025.2534189 · Cited by 6 · see citing works
FlumeRide: Interactive Space Where Artists and Fans Meet-and-Greet Using Video Calls
Kim, M., Ko, H., Choi, J., & Lee, J. (2023) · IEEE Access · doi:10.1109/access.2023.3249460 · Cited by 6 · see citing works
Are Chatbots the Future of Higher Education? Unveiling Their Impact, Challenges, and Prospects
Oqaidi, K., Aouhassi, S., & Mansouri, K. (2024) · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · doi:10.1109/iraset60544.2024.10548820 · Cited by 6 · see citing works
Korchak, A., Patarakin, E., & Costley, J. (2025) · RUDN Journal of Informatization in Education · doi:10.22363/2312-8631-2025-22-1-37-57 · Cited by 5 · see citing works
Colbran, S., Jha, M., & Schiavone, C. (2026) · International Journal of Educational Technology in Higher Education · doi:10.1186/s41239-026-00605-w · Cited by 5 · see citing works
Lyu, H., Nguyen, A. H., & Dang, C. T. (2025) · The Journal of Continuing Higher Education · doi:10.1080/07377363.2025.2460248 · Cited by 5 · see citing works
Xu, X., Su, Y., Zhang, H., Zhang, Y., & Hao, S. (2025) · International Journal of Technology in Education · doi:10.46328/ijte.1221 · Cited by 5 · see citing works
A Literature Review of Chatbot Utilization in Digital Education
Dewi, K. I., Falasifa, I. M., & Nafasya, F. T. (2026) · Jurnal Ilmiah Sistem Informasi · doi:10.51903/4wbpcj98 · Cited by 4 · see citing works
Prentzas, J., & Sidiropoulou, M. (2024) · Lecture notes in networks and systems · doi:10.1007/978-3-031-67426-6_13 · Cited by 4 · see citing works
Neurodiverse Education and Chatbots as Personalized Learning Tools: Opening the Research Agenda
Mukherjee, U. (2025) · Journal of Informatics Education and Research · doi:10.52783/jier.v5i1.2065 · Cited by 4 · see citing works
ChatBot Integrated with Sentiment Anlaysis: Application to E-Learning
maazouzi, Q. E., Retbi, A., & Bennani, S. (2023) · International Conference on Digital Age & Technological Advances for Sustainable Development (ICDATA) · doi:10.1109/icdata58816.2023.00037 · Cited by 4 · see citing works
Sharma, P., Sharma, V., Diddee, S., & Sandhu, S. (2024) · Advances in economics, business and management research/Advances in Economics, Business and Management Research · doi:10.2991/978-94-6463-544-7_27 · Cited by 3 · see citing works
Gao, H., Kumar, J., Kumari, J., Huang, J., & Kumar, D. (2026) · Scientific Reports · doi:10.1038/s41598-026-46175-9 · Cited by 3 · see citing works
Exploring the Potential Benefits and Risks of ChatGPT in Engineering Education
Onal, S. (2024) · ASEE Illinois-Indiana Section Conference (IL-IN) · doi:10.18260/1-2-118-45100 · Cited by 3 · see citing works
Usability of Chat and Forum Discussion Tools in Higher Education
Yang, T., Li, H., Imtiaz, M. A., Heinrich, E., Eijgenraam, S., & Blagojevic, R. (2023) · Australian Conference on Computer-Human Interaction (OzCHI) · doi:10.1145/3638380.3638392 · Cited by 3 · see citing works
Maharjan, S., Espinoza, M., Robles, T., & Strayer, L. P. (2025) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3373-0502-8.ch011 · Cited by 2 · see citing works
Virtual Tools and Student Engagement: Insights from Engineering Education
Hakobyan, L., Lee, R., & Webber, T. (2025) · IEEE Global Engineering Education Conference (EDUCON) · doi:10.1109/educon62633.2025.11016523 · Cited by 2 · see citing works
Chen, R. (2025) · Education and Information Technologies · doi:10.1007/s10639-025-13701-7 · Cited by 2 · see citing works
Faia, D. A., & Alomar, K. (2025) · Applied Sciences · doi:10.3390/app152413266 · Cited by 2 · see citing works
Du, K., & Bhumithavara, K. (2026) · Indonesian Journal of Progressive Pedagogy · doi:10.61987/ijpp.v2i2.1389 · Cited by 2 · see citing works
Chatbots and virtual assistants in higher education: supporting academic writing and research
Terletska, L., Соболєва, С. М., Hryshchuk, M., Haidenko, Y., & Dankevych, Y. (2026) · EDUWEB · doi:10.46502/issn.1856-7576/2026.20.01.23 · Cited by 2 · see citing works
AI for Online Courses Using the ADDIE Model and Bloom’s Taxonomy
Pange, J. (2024) · Lecture notes in networks and systems · doi:10.1007/978-3-031-73427-4_5 · Cited by 2 · see citing works
A Framework for the Responsible Integration of Generative AI Tools in Learning
Ko, S., & Chan, S. C. H. (2024) · Advances in educational technologies and instructional design book series · doi:10.4018/979-8-3373-1017-6.ch006 · Cited by 2 · see citing works
Integrating Chatbots into E-Learning Platforms: A Systematic Review
Sevillano-Vega, V., Chavez-Perez, J., Torres-Ceclén, C., & Iparraguirre-Villanueva, O. (2025) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2025.0160826 · Cited by 2 · see citing works
Evaluating Learning Success, Engagement, and Usability of Moalemy: An Arabic Rule-Based Chatbot
Faia, D. A., & Alomar, K. (2025) · Future Internet · doi:10.3390/fi17100449 · Cited by 2 · see citing works
Szatmáry, R. H. (2024) · IEEE International Symposium on Applied Computational Intelligence and Informatics (SACI) · doi:10.1109/saci60582.2024.10619730 · Cited by 2 · see citing works
Smart Virtual Assistant Academic Model for a University Website
Sowmya, A. M., Sarkar, R. I., Singh, S., Sinha, S., & Manjunath, R. V. (2024) · International Journal of Innovative Science and Research Technology (IJISRT) · doi:10.38124/ijisrt/ijisrt24apr1711 · Cited by 2 · see citing works
Limniou, M., Raja, M., Donovan, M., & Hands, C. (2025) · Trends in Higher Education · doi:10.3390/higheredu4010009 · Cited by 2 · see citing works
Design and Implementation of a Chatbot for the Supervision of Security Events (SIEM)
Djomadji, É. M. D., Tonyé, E., Franck, B. S. F. A., & Abana, A. B. (2023) · International Journal of Computer Applications · doi:10.5120/ijca2023922831 · Cited by 2 · see citing works
Hernández, S. H., Taylor, Z. W., & Ortega, G. (2025) · Community College Review · doi:10.1177/00915521251338822 · Cited by 1 · see citing works
Altun, E., & Seferoğlu, S. S. (2024) · İnönü Üniversitesi Eğitim Fakültesi Dergisi · doi:10.17679/inuefd.1397735 · Cited by 1 · see citing works
Humanizing the Digital Classroom
Asrifan, A., Wajdi, F., Ishak, S., & Alwi, A. (2025) · IGI Global eBooks · doi:10.4018/979-8-3373-0771-8.ch005 · Cited by 1 · see citing works
ChatGPT and Me: A Dual Factor Examination
Mathur, S., Shah, C. S., Vishnoi, S. K., & Tewari, A. (2025) · Journal of Computer Information Systems · doi:10.1080/08874417.2025.2496315 · Cited by 1 · see citing works
TigerGPT: A Theory-Driven AI Chatbot for Adaptive Campus Climate Surveys
Tang, J., Chen, S., & Shang, Y. (2025) · IEEE International Conference on Future Machine Learning and Data Science (FMLDS) · doi:10.1109/fmlds67896.2025.00110 · Cited by 1 · see citing works
Teng, M. F., & Yin, F. (. (2026) · Computers & Education X Reality · doi:10.1016/j.cexr.2026.100168 · Cited by 1 · see citing works
Dunmade, A. O., Tella, A., Aramide, F. K., & Adewojo, A. A. (2023) · Acta Scientiarum Education · doi:10.4025/actascieduc.v45i1.65848 · Cited by 1 · see citing works
Artificial Intelligence Metaphors for Students as a Fundament for Developing AI Literacy
Černý, M. (2025) · Communications in computer and information science · doi:10.1007/978-3-031-95627-0_19 · Cited by 1 · see citing works
Maanu, V., Boateng, F. O., & Larbi, E. (2025) · International Journal of Scientific Research and Modern Technology. · doi:10.38124/ijsrmt.v4i9.828 · Cited by 1 · see citing works
Haqbeen, J. A., Sahab, S., & Itō, T. (2026) · IEICE Transactions on Information and Systems · doi:10.1587/transinf.2025ahp0009 · Cited by 1 · see citing works
Maryana, D., Desriyani, E., Marita, E., Arzela, D. C. E. V., Gunawan, H., Zahra, D. N., Hariyati, T., & Isa, K. (2025) · Afkarina: Jurnal Studi Keislaman dan Sosial · doi:10.33650/afkarina.v10i2.15349 · Cited by 1 · see citing works
Zain, T., Tauqeer, Y., & Ali, M. S. (2025) · PAKISTAN LANGUAGES AND HUMANITIES REVIEW · doi:10.47205/plhr.2025(9-i)21 · Cited by 1 · see citing works
Giler, M., Palma, E. A. C., Zambrano-Romero, W. D., Zambrano, D. M. Z., & Zambrano, D. (2023) · Lecture notes in networks and systems · doi:10.1007/978-3-031-25942-5_4 · Cited by 1 · see citing works
Chatbots Benefications Towards the Education Sector
Jindal, T., Ishika, L. N. U., Sharma, P., & Kaur, G. (2023) · Advances in library and information science (ALIS) book series · doi:10.4018/978-1-6684-8671-9.ch006 · Cited by 1 · see citing works
Fang, L. (2024) · Applied and Computational Engineering · doi:10.54254/2755-2721/35/20230379 · Cited by 1 · see citing works
Use of chatbots based on artificial intelligence for higher education
Pastor, J. A. R., Zambrano, H. R. M., Alarcón, F. I. C., & Alvarez, S. R. R. (2024) · LACCEI International Multi-Conference for Engineering, Education and Technology (LACCEI) · doi:10.18687/laccei2024.1.1.747 · Cited by 1 · see citing works
PENERIMAAN TEKNOLOGI KECERDASAN BUATAN DALAM KOMUNIKASI BERBASIS UTAUT2 PADA PELAJAR
Aryanto, T. N., & Irwansyah, I. (2025) · Network Media · doi:10.46576/jnm.v8i2.6167 · Cited by 1 · see citing works
- Authors
- Abbas, N., Whitfield, J., Atwell, E., Bowman, H., Pickard, T., & Walker, A.
- Affiliations
- University of Leeds (GB)
- Corresponding author
- Atwell, Eric
- Venue
- International Journal of Lifelong Education
- Publisher
- Informa UK Limited
- Published
- 2022-05-04
- Volume
- 41
- Issue
- 3
- Pages
- 308-326
- ISSN
- 0260-1370 (ISSN-L)
- 1464-519X
- OpenAlex
- W4281696081
- Cited by
- 116
- References
- 56
- Citations by year
- 2026: 15 · 2025: 34 · 2024: 33 · 2023: 32 · 2022: 2
- FWCI
- 54.44
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- International Journal of Lifelong Education (publishedVersion, cc-by-nc-nd)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- SHURA (Sheffield Hallam University Research Archive) (Sheffield Hallam University) (submittedVersion)
- Funders
- work was supported
- Topics
- Social Sciences › Education › Online and Blended Learning
- Social Sciences › Education › Higher Education Research Studies
- Social Sciences › Education › Higher Education Practises and Engagement
- Keywords
- adult learners, student engagement, online chat, chatbots, sense of belonging, student isolation, social connectedness, Facebook groups, lifelong learning centers
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review