Logo do repositório
 
Publicação

Exploring the role of conscientiousness on visualization-supported decision-making

2023-01-15Artigo científico Acesso restrito
Ver registo simples
dc.contributor.authorAlves, Tomás
dc.contributor.authorDelgado, Tiago
dc.contributor.authorHenriques-Calado, Joana
dc.contributor.authorGonçalves, Daniel
dc.contributor.authorGama, Sandra
dc.date.accessioned2024-03-01T15:25:07Z
dc.date.available2024-03-01T15:25:07Z
dc.date.issued2023-01-15
dc.date.updated2024-01-28T21:29:41Z
dc.description.abstractUnderstanding 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.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationAlves, 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.2023.01.010pt_PT
dc.identifier.doi10.1016/j.cag.2023.01.010pt_PT
dc.identifier.issn0097-8493
dc.identifier.slugcv-prod-3508717
dc.identifier.urihttp://hdl.handle.net/10451/63092
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherElsevierpt_PT
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S0097849323000110?dgcid=rss_sd_allpt_PT
dc.subjectVisualizationpt_PT
dc.subjectDecision-makingpt_PT
dc.subjectConscientiousnesspt_PT
dc.subjectPersonalitypt_PT
dc.titleExploring the role of conscientiousness on visualization-supported decision-makingpt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage62pt_PT
oaire.citation.startPage47pt_PT
oaire.citation.titleComputers & Graphicspt_PT
oaire.citation.volume111pt_PT
person.familyNameAlves
person.familyNameHenriques-Calado
person.givenNameTomás
person.givenNameJoana
person.identifierRLT91eMAAAAJ
person.identifier.ciencia-idC41A-8B41-9835
person.identifier.ciencia-idA417-6317-3C22
person.identifier.orcid0000-0002-5866-9327
person.identifier.orcid0000-0001-8732-649X
person.identifier.ridL-2462-2014
person.identifier.scopus-author-id57203004601
person.identifier.scopus-author-id55295831700
rcaap.cv.cienciaidA417-6317-3C22 | Joana Henriques-Calado
rcaap.rightsclosedAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublication104eb473-2044-44e9-b267-dfc797546241
relation.isAuthorOfPublication3fd8d417-4724-4d09-b438-d4cd7b1c7bba
relation.isAuthorOfPublication.latestForDiscovery3fd8d417-4724-4d09-b438-d4cd7b1c7bba

Ficheiros

Principais
A mostrar 1 - 1 de 1
Miniatura indisponível
Nome:
TomA_s_Alves_et_al._2023_Exploring_the_role_of_conscientiousness_on_visualization-supported.pdf
Tamanho:
3.52 MB
Formato:
Adobe Portable Document Format
Ver/Abrir
Licença
A mostrar 1 - 1 de 1
Miniatura indisponível
Nome:
license.txt
Tamanho:
1.2 KB
Formato:
Item-specific license agreed upon to submission
Descrição:
Ver/Abrir

Coleções

FP - Ciência Vitae