
by the GDS process versus traditional classes. The
research will be conducted with professors and un-
dergraduate students of computing courses. More in-
depth studies should also be conducted to evaluate the
use of ChatGPT and other AI tools in education, in-
cluding quantitative analyses to measure the impact
of the narratives generated on student learning.
DATA AVAILABILITY
The dataset and the material used in the research, such
as the forms, GDS guide, material produced by the
experts and others, are maintained as an open source
project accessible at:
https://doi.org/10.6084/m9.figshare.27740928
If you have any questions, please contact one of
the authors.
ACKNOWLEDGMENT
This work was carried out with the support of the Co-
ordination for the Improvement of Higher Education
Personnel - Brazil (CAPES-PROEX) – Funding Code
001. Additionally, this work was partially funded by
the Foundation for Research Support of the State of
Amazonas – FAPEAM – through the PDPG project.
We would like to thank the financial support
granted by CNPq (314797/2023-8; 443934/2023-1;
445029/2024-2) and the valuable contributions from
the members of our research group, who provided
feedback and support throughout this study.
Our gratitude goes to the participants of this study,
whose engagement and insights were fundamental to
this research.
REFERENCES
Ara
´
ujo, I. and Carvalho, A. A. (2022). Enablers and diffi-
culties in the implementation of gamification: A case
study with teachers. Education Sciences, 12(3):191.
Bernardo, J., Frota, J., Souza, T., Pessoa, M., Gadelha, B.,
and Conte, T. (2025). A journey through cyberium:
creating user stories for a dystopic world to teach re-
quirements engineering. CSEE&T. Accepted for pub-
lication.
Bernardo, J., Pires, F., and Pessoa, M. (2021). Uma pro-
posta de game design para gamificac¸
˜
ao educacional
estrutural atrav
´
es da criac¸
˜
ao de hist
´
orias. In Anais Es-
tendidos do XX Simp
´
osio Brasileiro de Jogos e En-
tretenimento Digital, pages 638–644. SBC.
Deterding, S., Dixon, D., Khaled, R., and Nacke, L. (2011).
From game design elements to gamefulness: defin-
ing” gamification”. In Proceedings of the 15th inter-
national academic MindTrek conference: Envisioning
future media environments, pages 9–15.
Hanus, M. D. and Fox, J. (2015). Assessing the effects of
gamification in the classroom: A longitudinal study
on intrinsic motivation, social comparison, satisfac-
tion, effort, and academic performance. Computers
& education, 80:152–161.
Kapp, K. M. (2012). The gamification of learning and
instruction: game-based methods and strategies for
training and education. John Wiley & Sons.
Kontio, J., Bragge, J., and Lehtola, L. (2008). The focus
group method as an empirical tool in software engi-
neering. In Guide to advanced empirical software en-
gineering, pages 93–116. Springer.
Landers, R. N. (2014). Developing a theory of gamified
learning: Linking serious games and gamification of
learning. Simulation & gaming, 45(6):752–768.
Majuri, J., Koivisto, J., and Hamari, J. (2018). Gamifica-
tion of education and learning: A review of empiri-
cal literature. In Proceedings of the 2nd international
GamiFIN conference, GamiFIN 2018. CEUR-WS.
Paiva, L. O., Barbosa, M., Oliveira, S., Barbosa, M., Klis-
man, V., Duarte, J. C., Gomes, G., Gadelha, B., Conte,
T., Cukurova, M., et al. (2022). To the next level! an
exploratory study on the influence of user experience
on the acceptance of a gamified learning platform. In
CSEDU (1), pages 281–288.
Palomino, P. T., Isotani, S., and Nacke, L. P. E. (2022).
Gamification of virtual learning environments: a nar-
rative and user experience approach.
Pernelle, P., Carron, T., Talbot, S., and Wayntal, D. (2021).
Fast gamification approach: Increase of the motivation
in remote classes. In CSEDU (2), pages 282–287.
Pimentel, C., Psheidt, R., Rosa, B. E., Kemczinski, A., and
Gasparini, I. (2022). Gamification of an exercise tool
of a virtual learning environment. In CSEDU (1),
pages 397–404.
Prieto-Andreu, J. M., G
´
omez-Escalonilla-Torrijos, J. D.,
and Said-Hung, E. (2022). Gamification, motivation,
and performance in education: a systematic review.
Revista Electr
´
onica Educare, 26(1):251–273.
Sailer, M., Hense, J. U., Mayr, S. K., and Mandl, H. (2017).
How gamification motivates: An experimental study
of the effects of specific game design elements on psy-
chological need satisfaction. Computers in human be-
havior, 69:371–380.
Sailer, M. and Homner, L. (2020). The gamification of
learning: A meta-analysis. Educational Psychology
Review, 32(1):77–112.
Sousa-Vieira, M., Ferreira-Pires, O., L
´
opez-Ardao, J., and
Fern
´
andez-Veiga, M. (2021). Effectiveness of gamifi-
cation in undergraduate education.
Tan Ai Lin, D., Ganapathy, M., and Kaur, M. (2018). Ka-
hoot! it: Gamification in higher education. Pertanika
Journal of Social Sciences & Humanities, 26(1).
Toda, A. M., Valle, P. H., and Isotani, S. (2017). The
dark side of gamification: An overview of negative ef-
fects of gamification in education. In Researcher links
workshop: higher education for all, pages 143–156.
Springer.
Would I Use It? A Study with Experts Exploring Game Design Storytelling as a Facilitating Process for Creating Educational Gamification
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