How to effectively use interactivity to improve visual analysis in groups of novices or experts

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This study contributes with a methodology to evaluate the differences between different groups of individuals, using a prototype with different interactive visualizations, created with the Shiny package, using 6 quantitative and qualitative metrics for the validation. Using an ANOVA single factor test only 1 of the 6 variables showed statistically significant differences between both groups: the engagement. This means that this is the only metric where results can be improved in order to close the gap between the group of experts and novices. The heatmap and the bar chart were considered the best visualizations for both groups, and the worst were the choropleth map and the stacked bar chart. Regarding the interactive component, the select box was a better option for the group of novices and the radio box for the group of experts. Using this study, organizations will be able to create visualizations that are suitable for different audiences.
Original languageEnglish
Title of host publicationCAPSI 2020. 20ª Conferência da Associação Portuguesa de Sistemas de Informação, "Artificialização, Humanização: Os desafios dos Sistemas de Informação na transformação da sociedade". [20th Portuguese Association of Information Systems Conference]
PublisherAssociação Portuguesa de Sistemas de Informação
Pages1-18
Number of pages18
Publication statusPublished - 2020
EventCAPSI 2020. 20ª Conferência da Associação Portuguesa de Sistemas de Informação: Artificialização, Humanização: Os desafios dos Sistemas de Informação na transformação da sociedade - Universidade Portucalense, Porto, Portugal
Duration: 16 Oct 202017 Oct 2020
Conference number: 2020
https://capsi2020.apsi.pt/index.php/pt/

Conference

ConferenceCAPSI 2020. 20ª Conferência da Associação Portuguesa de Sistemas de Informação
Abbreviated titleCAPSI 2020
CountryPortugal
CityPorto
Period16/10/2017/10/20
Internet address

Keywords

  • Data visualization
  • Interactivity
  • Experts
  • Novices
  • Shiny

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