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ERIC Number: EJ1488590
Record Type: Journal
Publication Date: 2025
Pages: 32
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1560-4292
EISSN: EISSN-1560-4306
Available Date: 2024-05-31
Evaluating the Impact of Learner Control and Interactivity in Conversational Tutoring Systems for Persuasive Writing
Thiemo Wambsganss1; Ivo Benke2; Alexander Maedche2; Kenneth Koedinger3; Tanja Käser4
International Journal of Artificial Intelligence in Education, v35 n2 p791-822 2025
Conversational tutoring systems (CTSs) offer a promising avenue for individualized learning support, especially in domains like persuasive writing. Although these systems have the potential to enhance the learning process, the specific role of learner control and inter- activity within them remains underexplored. This paper introduces "WritingTutor," a CTS designed to guide students through the process of crafting persuasive essays, with a focus on varying levels of learner control. In an experimental study involving 96 students, we evaluated the effects of high-level learner control, encompassing con- tent navigation and interface appearance control, against a benchmark version of "WritingTutor" without these features and a static, non- interactive tutoring group. Preliminary findings suggest that tutoring and learner control might enhance the learning experience in terms of enjoyment, ease-of-use, and perceived autonomy. However, these differences are not significant after pair-wise comparison and appear not to translate to significant differences in learning outcomes. This research contributes to the understanding of learner control in CTS, offering empirical insights into its influence on the learning experience.
Springer. Available from: Springer Nature. One New York Plaza, Suite 4600, New York, NY 10004. Tel: 800-777-4643; Tel: 212-460-1500; Fax: 212-460-1700; e-mail: customerservice@springernature.com; Web site: https://link.springer.com/
Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A
Author Affiliations: 1Bern University of Applied Sciences, Institute of Digital Technology Management, Bern, Switzerland; 2Karlsruhe Institute of Technology, Human-Centered Systems Lab (H-Lab), Karlsruhe, Germany; 3Carnegie Mellon University, Human-Computer Interaction Institute, Pittsburgh, PA, USA; 4EPFL, Machine Learning for Education Laboratory, Lausanne, Switzerland