Indicator distance and color effects in comprehension of multiple time series graph

Line graphs are prevalently used to show trend especially time series. However, there is limited study on the influence of visual properties in complex comprehension tasks such as determining differences in slope. In this study, the effect of color hue and horizontal distance between points were con...

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Main Authors: Seva, Rosemary R., Chinjen, Katrina, Estoista, Nicole, Wu, Judy Ann
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Published: Animo Repository 2020
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/2815
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-38142021-11-09T03:15:39Z Indicator distance and color effects in comprehension of multiple time series graph Seva, Rosemary R. Chinjen, Katrina Estoista, Nicole Wu, Judy Ann Line graphs are prevalently used to show trend especially time series. However, there is limited study on the influence of visual properties in complex comprehension tasks such as determining differences in slope. In this study, the effect of color hue and horizontal distance between points were considered in a slope task. Monochrome palettes using blue, green and red were developed to illustrate 4-time series data. Saturation was fixed while lightness were varied. Horizontal distance between points were set to 1.67, 2.00 and 2.5 cm while maintaining a constant height of 6 cm. Red resulted in the worst performance in terms of response time (RT) and accuracy. As for distance, data suggest that lower values negatively influence response time and accuracy. The best RT was obtained for high setting and highest accuracy for medium setting. Colors of monochrome palettes used did not significantly influence RT and accuracy. The hypothesis that red can improve perception of slope was rejected. In this study, graph understanding was improved although statistically insignificant by blue. High and medium horizontal distance settings significantly affected performance in slope tasks invalidating the hypothesis posited in this study. Accuracy can best be improved by using the medium distance setting while RT is best at high distance setting. © IEOM Society International. 2020-01-01T08:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/2815 Faculty Research Work Animo Repository Information visualization Colors Time-series analysis--Charts, diagrams, etc. Industrial Engineering Operations Research, Systems Engineering and Industrial Engineering
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Information visualization
Colors
Time-series analysis--Charts, diagrams, etc.
Industrial Engineering
Operations Research, Systems Engineering and Industrial Engineering
spellingShingle Information visualization
Colors
Time-series analysis--Charts, diagrams, etc.
Industrial Engineering
Operations Research, Systems Engineering and Industrial Engineering
Seva, Rosemary R.
Chinjen, Katrina
Estoista, Nicole
Wu, Judy Ann
Indicator distance and color effects in comprehension of multiple time series graph
description Line graphs are prevalently used to show trend especially time series. However, there is limited study on the influence of visual properties in complex comprehension tasks such as determining differences in slope. In this study, the effect of color hue and horizontal distance between points were considered in a slope task. Monochrome palettes using blue, green and red were developed to illustrate 4-time series data. Saturation was fixed while lightness were varied. Horizontal distance between points were set to 1.67, 2.00 and 2.5 cm while maintaining a constant height of 6 cm. Red resulted in the worst performance in terms of response time (RT) and accuracy. As for distance, data suggest that lower values negatively influence response time and accuracy. The best RT was obtained for high setting and highest accuracy for medium setting. Colors of monochrome palettes used did not significantly influence RT and accuracy. The hypothesis that red can improve perception of slope was rejected. In this study, graph understanding was improved although statistically insignificant by blue. High and medium horizontal distance settings significantly affected performance in slope tasks invalidating the hypothesis posited in this study. Accuracy can best be improved by using the medium distance setting while RT is best at high distance setting. © IEOM Society International.
format text
author Seva, Rosemary R.
Chinjen, Katrina
Estoista, Nicole
Wu, Judy Ann
author_facet Seva, Rosemary R.
Chinjen, Katrina
Estoista, Nicole
Wu, Judy Ann
author_sort Seva, Rosemary R.
title Indicator distance and color effects in comprehension of multiple time series graph
title_short Indicator distance and color effects in comprehension of multiple time series graph
title_full Indicator distance and color effects in comprehension of multiple time series graph
title_fullStr Indicator distance and color effects in comprehension of multiple time series graph
title_full_unstemmed Indicator distance and color effects in comprehension of multiple time series graph
title_sort indicator distance and color effects in comprehension of multiple time series graph
publisher Animo Repository
publishDate 2020
url https://animorepository.dlsu.edu.ph/faculty_research/2815
_version_ 1718382594031091712