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  4. MindMate: Exploring the Effect of Conversational Agents on Reflective Writing
 
conference paper

MindMate: Exploring the Effect of Conversational Agents on Reflective Writing

Neshaei, Seyed Parsa  
•
Wambsganss, Thiemo
•
El Bouchrifi, Hind
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April 25, 2025
CHI EA '25: Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems
CHI EA 25: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems

Reflective writing is known to be effective in improving students’ learning process. However, learners often encounter difficulties when reflecting, struggling to formulate their thoughts constructively. While conversational agents have been shown to be beneficial in terms of learning gains across multiple domains, prior works have also acknowledged downsides of using them for certain scenarios, e.g., due to cognitive overload or reduced sense of ownership. To investigate these potential effects, we designed MindMate, a conversational agent (CA) for reflective writing. We conducted a field experiment with 55 students to gain early insights on two design versions of MindMate against a static tool, by manipulating the user interface. We found a higher reflective writing quality, intention to use, and interactional enjoyment in the group not using a CA for the writing phase. Our results pave the way for further exploration of the effects and risks of using CAs in supporting reflective writing of learners.

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Type
conference paper
DOI
10.1145/3706599.3720029
Author(s)
Neshaei, Seyed Parsa  

EPFL

Wambsganss, Thiemo

Institute for Digital Technology Management, Bern University of Applied Sciences, Bern, Switzerland

El Bouchrifi, Hind

École Polytechnique Fédérale de Lausanne

Käser, Tanja  

EPFL

Date Issued

2025-04-25

Publisher

ACM

Publisher place

New York, NY, USA

Published in
CHI EA '25: Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems
ISBN of the book

979-8-4007-1395-8

Article Number

397

Start page

1

End page

9

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
ML4ED  
AVP-E-LEARN  
Event nameEvent acronymEvent placeEvent date
CHI EA 25: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems

CHI EA '25

Yokohama Japan

2025-04-26 - 2025-05-01

Available on Infoscience
May 5, 2025
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/249780
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