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2021 | OriginalPaper | Buchkapitel

University Student Surveys Using Chatbots: Artificial Intelligence Conversational Agents

verfasst von : Noorhan Abbas, Thomas Pickard, Eric Atwell, Aisha Walker

Erschienen in: Learning and Collaboration Technologies: Games and Virtual Environments for Learning

Verlag: Springer International Publishing

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Abstract

Predefined web surveys are often used to collect course evaluations from students in higher education institutions. These institutions use the evaluations to adjust their courses’ pedagogical standards and lecture style to cope with an increasingly uncertain and complex world. Many limitations to using web surveys have been reported such as low response rates and low-quality responses to open questions. To overcome these limitations, artificial intelligence conversational agents (CAs) or ‘chatbots’ are used to play the interviewer role, facilitating the enhancement of the quality of responses. This is accomplished by mimicking human-human conversations; by asking questions in a friendly, casual way and pursuing high-quality responses. This study aims to explore the opportunities and the obstacles of using CAs in collecting course evaluations in three European universities (UK, Spain and Croatia) and one Centre of excellence in Cyprus. The transcripts collected have been analyzed using statistical data analysis methods and qualitative data analysis techniques. Our findings reveal that the use of CAs in collecting course feedback from students has a positive impact on response quality and can boost students’ enjoyment levels. Furthermore, gender differences and student age have been identified as important factors that can influence the depth of the conversation with the CA.

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Literatur
3.
Zurück zum Zitat Wambsganss, T., Winkler, R., Sollner, M., Leimeister, J.M.: A conversational agent to improve response quality in course evaluations. In: ACM CHI Conference on Human Factors in Computing Systems, pp. 1–9 (2020) Wambsganss, T., Winkler, R., Sollner, M., Leimeister, J.M.: A conversational agent to improve response quality in course evaluations. In: ACM CHI Conference on Human Factors in Computing Systems, pp. 1–9 (2020)
5.
Zurück zum Zitat Keränen, H., Holm, E.: Students’ role in quality enhancement – a reflexion of functional stupidity or an implication of ‘Quality as Practice’? Paper presented at the 9th European Quality Assurance Forum, Barcelona, Spain (2014) Keränen, H., Holm, E.: Students’ role in quality enhancement – a reflexion of functional stupidity or an implication of ‘Quality as Practice’? Paper presented at the 9th European Quality Assurance Forum, Barcelona, Spain (2014)
7.
Zurück zum Zitat Kim, S., Lee, J., Gweon, G.: Comparing data from chatbot and web surveys effects of platform and conversational style on survey response quality. In: Conference on Human Factors in Computing Systems – Proceedings, pp. 1–12 (2019). https://doi.org/10.1145/3290605.3300316 Kim, S., Lee, J., Gweon, G.: Comparing data from chatbot and web surveys effects of platform and conversational style on survey response quality. In: Conference on Human Factors in Computing Systems – Proceedings, pp. 1–12 (2019). https://​doi.​org/​10.​1145/​3290605.​3300316
8.
Zurück zum Zitat Krosnick, J.: Response strategies for coping with the cognitive demands of attitude measures in surveys. Appl. Cogn. Psychol. 5(3), 213–236 (1991)CrossRef Krosnick, J.: Response strategies for coping with the cognitive demands of attitude measures in surveys. Appl. Cogn. Psychol. 5(3), 213–236 (1991)CrossRef
9.
Zurück zum Zitat Roster, A.C., Rogers, R.D., Albaum, G., Klein, D.: A comparison of response characteristics from web and telephone surveys. Int. J. Mark. Res. 46, 359–374 (2004)CrossRef Roster, A.C., Rogers, R.D., Albaum, G., Klein, D.: A comparison of response characteristics from web and telephone surveys. Int. J. Mark. Res. 46, 359–374 (2004)CrossRef
10.
Zurück zum Zitat Tucker, B., Jones, S., Straker, L.: Online student evaluation improves course experience questionnaire results in a physiotherapy program. High. Educ. Res. Dev. 27(3), 281–296 (2008)CrossRef Tucker, B., Jones, S., Straker, L.: Online student evaluation improves course experience questionnaire results in a physiotherapy program. High. Educ. Res. Dev. 27(3), 281–296 (2008)CrossRef
11.
Zurück zum Zitat Steyn, C., Davies, C., Sambo, A.: Eliciting student feedback for course development: the application of a qualitative course evaluation tool among business research students. Assess. Eval. High. Educ. 44(1), 11–24 (2019)CrossRef Steyn, C., Davies, C., Sambo, A.: Eliciting student feedback for course development: the application of a qualitative course evaluation tool among business research students. Assess. Eval. High. Educ. 44(1), 11–24 (2019)CrossRef
12.
Zurück zum Zitat Wambsganss, T., Winkler, R., Schmid, P., Sollner, M.: Unleashing the potential of conversational agents for course evaluations: empirical insights from a comparison with web surveys. In: Twenty-Eighth European Conference on Information Systems (ECIS2020), pp. 1–18 (2020) Wambsganss, T., Winkler, R., Schmid, P., Sollner, M.: Unleashing the potential of conversational agents for course evaluations: empirical insights from a comparison with web surveys. In: Twenty-Eighth European Conference on Information Systems (ECIS2020), pp. 1–18 (2020)
13.
Zurück zum Zitat Abu Shawar, B., Atwell, E.: Using corpora in machine-learning chatbot systems. Int. J. Corpus Linguist. 10(4), 489–516 (2005)CrossRef Abu Shawar, B., Atwell, E.: Using corpora in machine-learning chatbot systems. Int. J. Corpus Linguist. 10(4), 489–516 (2005)CrossRef
14.
Zurück zum Zitat Winkler, R., Söllner, M.: Unleashing the potential of chatbots in education: a state-of-the-art analysis. In: Academy of Management Annual Meeting (AOM), Chicago, USA (2018) Winkler, R., Söllner, M.: Unleashing the potential of chatbots in education: a state-of-the-art analysis. In: Academy of Management Annual Meeting (AOM), Chicago, USA (2018)
15.
Zurück zum Zitat Smutny, P., Schreiberova, P.: Chatbots for learning: a review of educational chatbots for the Facebook Messenger. Comput. Educ. 151, 1–11 (2020)CrossRef Smutny, P., Schreiberova, P.: Chatbots for learning: a review of educational chatbots for the Facebook Messenger. Comput. Educ. 151, 1–11 (2020)CrossRef
16.
Zurück zum Zitat Pérez, J., Daradoumis, T., Puig, J.: Rediscovering the use of chatbots in education: a systematic literature review. Comput. Appl. Eng. Educ. 28, 1549–1565 (2020)CrossRef Pérez, J., Daradoumis, T., Puig, J.: Rediscovering the use of chatbots in education: a systematic literature review. Comput. Appl. Eng. Educ. 28, 1549–1565 (2020)CrossRef
22.
Zurück zum Zitat Hobert, S.: Say hello to ‘coding tutor’! Design and evaluation of a chatbot-based learning system supporting students to learn to program. In: 40th International Conference on Information Systems, ICIS 2019, vol. 1, pp. 1–17 (2019) Hobert, S.: Say hello to ‘coding tutor’! Design and evaluation of a chatbot-based learning system supporting students to learn to program. In: 40th International Conference on Information Systems, ICIS 2019, vol. 1, pp. 1–17 (2019)
23.
Zurück zum Zitat Ruan, S., et al.: BookBuddy: turning digital materials into interactive foreign language lessons through a voice chatbot. In: ACM Conference on Learning, vol. 30, pp. 1–4 (2019). https://doi.org/10.1145/3330430.3333643 Ruan, S., et al.: BookBuddy: turning digital materials into interactive foreign language lessons through a voice chatbot. In: ACM Conference on Learning, vol. 30, pp. 1–4 (2019). https://​doi.​org/​10.​1145/​3330430.​3333643
26.
Zurück zum Zitat Przegalinska, A., Ciechanowski, L., Stroz, A., Gloor, P., Mazurek, G.: In bot we trust: a new methodology of chatbot performance measures. Bus. Horiz. 62(6), 785–797 (2019)CrossRef Przegalinska, A., Ciechanowski, L., Stroz, A., Gloor, P., Mazurek, G.: In bot we trust: a new methodology of chatbot performance measures. Bus. Horiz. 62(6), 785–797 (2019)CrossRef
27.
Zurück zum Zitat Griol, D., Molina, J., Callejas, Z.: Incorporating Android conversational agents in M-learning apps. Expert Syst. 34(4), 1–17 (2017)CrossRef Griol, D., Molina, J., Callejas, Z.: Incorporating Android conversational agents in M-learning apps. Expert Syst. 34(4), 1–17 (2017)CrossRef
28.
Zurück zum Zitat Gnewuch, U., Morana, S., Adam, M.T.P., Maedche, A.: Faster is not always better: understanding the effect of dynamic response delays in human-chatbot interaction. In: 26th European Conference on Information Systems (ECIS) (2018) Gnewuch, U., Morana, S., Adam, M.T.P., Maedche, A.: Faster is not always better: understanding the effect of dynamic response delays in human-chatbot interaction. In: 26th European Conference on Information Systems (ECIS) (2018)
29.
Zurück zum Zitat Shedroff, N., Noessel, C.: Make It So: Interaction Design Lessons from Science Fiction. Rosenfeld, Brooklyn, New York (2012)CrossRef Shedroff, N., Noessel, C.: Make It So: Interaction Design Lessons from Science Fiction. Rosenfeld, Brooklyn, New York (2012)CrossRef
Metadaten
Titel
University Student Surveys Using Chatbots: Artificial Intelligence Conversational Agents
verfasst von
Noorhan Abbas
Thomas Pickard
Eric Atwell
Aisha Walker
Copyright-Jahr
2021
DOI
https://doi.org/10.1007/978-3-030-77943-6_10