Skip to main content
Top

2021 | OriginalPaper | Chapter

An Overview of the Use of Chatbots in Medical and Healthcare Education

Authors : Fotos Frangoudes, Marios Hadjiaros, Eirini C. Schiza, Maria Matsangidou, Olia Tsivitanidou, Kleanthis Neokleous

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

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Chatbots are becoming a trend in many fields such as medical, service industry and more recently in education. Especially in healthcare education, there is a growing interest in integrating chatbots in the learning and teaching processes mostly because of their portability and affordance. In this paper, we seek to explore the primary uses of chatbots in medical education, as well as how they are developed. We elaborate on current chatbot applications and research enacted in the domains of medical and healthcare education, We focus in the areas of virtual patients in medical education, patients’ education related to healthcare matters but also chatbots as course assistance in for enhancing healthcare professionals’ curricula. Additionally, we examine the metrics that have been used to evaluate these chatbots, which include subjective ones like the usability and acceptability by the users, and objectives ones, like their accuracy and users’ skills evaluation. Overall, even though chatbots offer a flexible solution and a vast possibility to improve healthcare education, our literature review suggests that their efficacy has not been thoroughly tested. Also, limited examples of chatbots in European Healthcare curricula have been found. These call of the need for further research towards this direction.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
3.
go back to reference Fryer, L., Carpenter, R.: Bots as language learning tools. Lang. Learn. Technol. 10, 8–14 (2006) Fryer, L., Carpenter, R.: Bots as language learning tools. Lang. Learn. Technol. 10, 8–14 (2006)
4.
go back to reference Rosruen, N., Samanchuen, T.: Chatbot utilization for medical consultant system. In: 2018 3rd Technology Innovation Management and Engineering Science International Conference (TIMES-iCON), pp. 1–5 (2018) Rosruen, N., Samanchuen, T.: Chatbot utilization for medical consultant system. In: 2018 3rd Technology Innovation Management and Engineering Science International Conference (TIMES-iCON), pp. 1–5 (2018)
6.
go back to reference Winkler, R., Söllner, M.: Unleashing the potential of chatbots in education: a state-of-the-art analysis. Presented at the 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. Presented at the Academy of Management Annual Meeting (AOM) , Chicago, USA (2018)
8.
go back to reference Amith, M., et al.: Early usability assessment of a conversational agent for HPV vaccination. Stud. Health Technol. Inform. 257, 17–23 (2019) Amith, M., et al.: Early usability assessment of a conversational agent for HPV vaccination. Stud. Health Technol. Inform. 257, 17–23 (2019)
11.
13.
go back to reference Datta, D., Brashers, V., Owen, J., White, C., Barnes, L.E.: A deep learning methodology for semantic utterance classification in virtual human dialogue systems. In: Traum, D., Swartout, W., Khooshabeh, P., Kopp, S., Scherer, S., Leuski, A. (eds.) IVA 2016. LNCS (LNAI), vol. 10011, pp. 451–455. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-47665-0_53CrossRef Datta, D., Brashers, V., Owen, J., White, C., Barnes, L.E.: A deep learning methodology for semantic utterance classification in virtual human dialogue systems. In: Traum, D., Swartout, W., Khooshabeh, P., Kopp, S., Scherer, S., Leuski, A. (eds.) IVA 2016. LNCS (LNAI), vol. 10011, pp. 451–455. Springer, Cham (2016). https://​doi.​org/​10.​1007/​978-3-319-47665-0_​53CrossRef
14.
go back to reference El Zini, J., Rizk, Y., Awad, M., Antoun, J.: Towards a deep learning question-answering specialized chatbot for objective structured clinical examinations. In: 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, pp. 1–9. IEEE (2019) El Zini, J., Rizk, Y., Awad, M., Antoun, J.: Towards a deep learning question-answering specialized chatbot for objective structured clinical examinations. In: 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, pp. 1–9. IEEE (2019)
17.
go back to reference Jin, L., White, M., Jaffe, E., Zimmerman, L., Danforth, D.: Combining CNNs and pattern matching for question interpretation in a virtual patient dialogue system. In: Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, Copenhagen, Denmark, pp. 11–21. Association for Computational Linguistics (2017) Jin, L., White, M., Jaffe, E., Zimmerman, L., Danforth, D.: Combining CNNs and pattern matching for question interpretation in a virtual patient dialogue system. In: Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, Copenhagen, Denmark, pp. 11–21. Association for Computational Linguistics (2017)
18.
go back to reference Laleye, F.A.A., Blanié, A., Brouquet, A., Behnamou, D., de Chalendar, G.: Semantic similarity to improve question understanding in a virtual patient. In: Proceedings of the 35th Annual ACM Symposium on Applied Computing, pp. 859–866. Association for Computing Machinery, New York (2020) Laleye, F.A.A., Blanié, A., Brouquet, A., Behnamou, D., de Chalendar, G.: Semantic similarity to improve question understanding in a virtual patient. In: Proceedings of the 35th Annual ACM Symposium on Applied Computing, pp. 859–866. Association for Computing Machinery, New York (2020)
19.
go back to reference May, R., Denecke, K.: Extending patient education with CLAIRE: an interactive virtual reality and voice user interface application. In: Alario-Hoyos, C., Rodríguez-Triana, M.J., Scheffel, M., Arnedillo-Sánchez, I., Dennerlein, S.M. (eds.) EC-TEL 2020. LNCS, vol. 12315, pp. 482–486. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-57717-9_49CrossRef May, R., Denecke, K.: Extending patient education with CLAIRE: an interactive virtual reality and voice user interface application. In: Alario-Hoyos, C., Rodríguez-Triana, M.J., Scheffel, M., Arnedillo-Sánchez, I., Dennerlein, S.M. (eds.) EC-TEL 2020. LNCS, vol. 12315, pp. 482–486. Springer, Cham (2020). https://​doi.​org/​10.​1007/​978-3-030-57717-9_​49CrossRef
20.
go back to reference Pereira, J.: Leveraging chatbots to improve self-guided learning through conversational quizzes. In: Proceedings of the Fourth International Conference on Technological Ecosystems for Enhancing Multiculturality, pp. 911–918. Association for Computing Machinery, New York (2016) Pereira, J.: Leveraging chatbots to improve self-guided learning through conversational quizzes. In: Proceedings of the Fourth International Conference on Technological Ecosystems for Enhancing Multiculturality, pp. 911–918. Association for Computing Machinery, New York (2016)
21.
go back to reference Rose-Davis, B., Van Woensel, W., Stringer, E., Abidi, S., Abidi, S.S.R.: Using an artificial intelligence-based argument theory to generate automated patient education dialogues for families of children with juvenile idiopathic arthritis. Stud. Health Technol. Inform. 264, 1337–1341 (2019). https://doi.org/10.3233/SHTI190444CrossRef Rose-Davis, B., Van Woensel, W., Stringer, E., Abidi, S., Abidi, S.S.R.: Using an artificial intelligence-based argument theory to generate automated patient education dialogues for families of children with juvenile idiopathic arthritis. Stud. Health Technol. Inform. 264, 1337–1341 (2019). https://​doi.​org/​10.​3233/​SHTI190444CrossRef
22.
24.
go back to reference Yadav, D., Malik, P., Dabas, K., Singh, P.: Feedpal: understanding opportunities for chatbots in breastfeeding education of women in India. Proc. ACM Hum.-Comput. Interact. 3, 170:1–170:30 (2019). https://doi.org/10.1145/3359272 Yadav, D., Malik, P., Dabas, K., Singh, P.: Feedpal: understanding opportunities for chatbots in breastfeeding education of women in India. Proc. ACM Hum.-Comput. Interact. 3, 170:1–170:30 (2019). https://​doi.​org/​10.​1145/​3359272
33.
go back to reference Stathakarou, N., et al.: Students’ perceptions on chatbots’ potential and design characteristics in healthcare education. Stud. Health Technol. Inform. 272, 209–212 (2020) Stathakarou, N., et al.: Students’ perceptions on chatbots’ potential and design characteristics in healthcare education. Stud. Health Technol. Inform. 272, 209–212 (2020)
34.
go back to reference Cunningham-Nelson, S., Boles, W., Trouton, L., Margerison, E.: A review of chatbots in education: practical steps forward. In: Proceedings of the AAEE2019 Conference, Brisbane, Australia, p. 9 (2019) Cunningham-Nelson, S., Boles, W., Trouton, L., Margerison, E.: A review of chatbots in education: practical steps forward. In: Proceedings of the AAEE2019 Conference, Brisbane, Australia, p. 9 (2019)
35.
go back to reference Zumstein, D., Hundertmark, S.: Chatbots - an interactive technology for personalized communication and transaction. IADIS Int. J. WWW/Internet 15, 96–109 (2018) Zumstein, D., Hundertmark, S.: Chatbots - an interactive technology for personalized communication and transaction. IADIS Int. J. WWW/Internet 15, 96–109 (2018)
37.
go back to reference Hobert, S., von Wolff, R.M.: Say hello to your new automated tutor – a structured literature review on pedagogical conversational agents. In: Wirtschaftsinformatik 2019 Proceedings (2019) Hobert, S., von Wolff, R.M.: Say hello to your new automated tutor – a structured literature review on pedagogical conversational agents. In: Wirtschaftsinformatik 2019 Proceedings (2019)
Metadata
Title
An Overview of the Use of Chatbots in Medical and Healthcare Education
Authors
Fotos Frangoudes
Marios Hadjiaros
Eirini C. Schiza
Maria Matsangidou
Olia Tsivitanidou
Kleanthis Neokleous
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-77943-6_11