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Publicação
Exploring the role of conscientiousness on visualization-supported decision-making
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Orientador(es)
Resumo(s)
Understanding how visualizations can support decision-making continues to be one of the most relevant challenges in current research. However, prior work provides limited knowledge regarding how
the decision-maker profile and, in particular, psychological constructs affect decision-making. Weighing
how conscientiousness affects one’s tendency to follow the rules and prioritize tasks, this work
explores if this personality trait plays a role in visualization-supported decision-making. We asked
participants to perform a series of multi-attribute choices using visualizations of high-dimensional
data. Further, we study if the quality feedback of the past choice affects the decision-making process.
Our results suggest that the feedback quality of past decisions affects how much individuals invest
in data analysis and decision-making. In addition, user confidence is affected by conscientiousness
scores, resulting in conscientious individuals changing their choices more often. Our findings provide
new insights into the research challenges of analyzing decision-making in a visualization setting.
Descrição
Palavras-chave
Visualization Decision-making Conscientiousness Personality
Contexto Educativo
Citação
Alves, T., Delgado, T., Henriques-Calado, J., Gonçalves, D., & Gama, S. (2023). Exploring the role of conscientiousness on visualization-supported decision-making. Computers & Graphics, 111, 47-62. https://doi.org/10.1016/j.cag.2023.01.010
Editora
Elsevier