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Alves, T., Ramalho, B., Gonçalves, D., Calado, J. & Gama, S. (2023). Leveraging conscientiousness-based preferences in information visualization design. In Danielle Albers Szafir, Rita Borgo, Min Chen, Darren J. Edwards, Brian Fisher, Lace Padilla (Ed.), Visualization psychology (pp. 293?330). Springer International Publishing. https://doi.org/10.1007/978-3-031-34738-2_13

T. A. Alves et al.,  "Leveraging conscientiousness-based preferences in information visualization design", in Visualization psychology, Danielle Albers Szafir, Rita Borgo, Min Chen, Darren J. Edwards, Brian Fisher, Lace Padilla, Ed., Springer International Publishing, 2023, pp. 293-330

@incollection{alves2023_1789161726608,
	author = "Alves, T. and Ramalho, B. and Gonçalves, D. and Calado, J. and Gama, S.",
	title = "Leveraging conscientiousness-based preferences in information visualization design",
	chapter = "",
	booktitle = "Visualization psychology",
	year = "2023",
	volume = "",
	series = "",
	edition = "",
	pages = "293-293",
	publisher = "Springer International Publishing",
	address = "",
	url = "http://dx.doi.org/10.1007/978-3-031-34738-2_13"
}

TY  - CHAP
TI  - Leveraging conscientiousness-based preferences in information visualization design
T2  - Visualization psychology
AU  - Alves, T.
AU  - Ramalho, B.
AU  - Gonçalves, D.
AU  - Calado, J.
AU  - Gama, S.
PY  - 2023
SP  - 293-330
DO  - 10.1007/978-3-031-34738-2_13
UR  - http://dx.doi.org/10.1007/978-3-031-34738-2_13
AB  - Recent research on information visualization has shown how individual
differences such as personality mediate how users interact with visualization systems.
Although there is a robust body of research on this relationship, these studies focus
on a particular subset of personality constructs. Therefore, there are still personality
traits with untapped potential that can provide new findings and inform the design
of user-centered visualization systems. This study focuses on the conscientiousness
personality trait, which measures a person’s preference for an organized approach
to life over a spontaneous one. In particular, we believe that conscientiousness may
regulate how one prefers graphical encodings and organization. We leverage design guidelines based on user preferences and conscientiousness levels to prototype
different information visualization systems. We conducted a user testing phase to
understand how these prototypes affect user task efficiency, task efficacy, perceived
ease-of-use, perceived usefulness, and preference. Our findings show that conscientiousness levels lead to distinct user preferences, suggesting an interaction effect
between conscientiousness and design guidelines in task efficiency. Additionally, individuals with low conscientiousness scores appear to be faster at completing tasks
independently of the design guidelines. Moreover, individuals with high and low
conscientiousness scores prefer a visualization specifically designed based on their
preferences. Finally, the design guidelines lead to different perceived ease-of-use
scores. Our study sheds new light on the relevance of personality as an adaptation
technique in the design pipeline of visualization systems.
ER  -