Unboxing the impact of visualization designs on green behaviors: three studies on the behavioral, psychological, and physiological effects of visualization

Visualizations are becoming a popular method to promote green behaviors. The effectiveness of visualizations has been an increasingly important issue for both information systems (IS) researchers and practitioners. In this thesis, three studies are conducted to examine the impact of key visualizatio...

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Main Author: Li, Zhiyin
Other Authors: Ben Choi
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2023
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Online Access:https://hdl.handle.net/10356/165397
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1653972024-01-12T10:18:39Z Unboxing the impact of visualization designs on green behaviors: three studies on the behavioral, psychological, and physiological effects of visualization Li, Zhiyin Ben Choi Nanyang Business School zhiyin001@e.ntu.edu.sg, benchoi@ntu.edu.sg Business::Information technology Visualizations are becoming a popular method to promote green behaviors. The effectiveness of visualizations has been an increasingly important issue for both information systems (IS) researchers and practitioners. In this thesis, three studies are conducted to examine the impact of key visualization techniques on green behaviors. Specifically, Study One draws on the human-computer interaction literature to investigate the effect of post-trip visualizations on eco-driving behaviors. Furthermore, this study integrates the moral norm perspective to reveal individuals’ awareness of consequences and feelings of responsibility after viewing the visualized narrative. Study Two seeks to elucidate the effects of visualizations on promoting sustainability knowledge and pro-environmental practices. Drawing on the visualization literature, Study Two examines how expectancy illustration and interactivity affect individuals’ understanding of the environmental impact associated with their behaviors. Additionally, this study relies on the pedagogy literature to explicate that the effect of visualizations can be explained through individuals’ psychological responses in the course of interpreting the visualizations. Study Three develops and tests a model that explains individuals’ behavioral changes in terms of driving efficiency after viewing the visualizations, which depict their driving performance against that of artificial intelligence (AI). Study Three draws on the self-evaluation literature to understand performance comparisons and extends the self-evaluation perspective to the context of human-AI comparisons. Furthermore, this study illustrates that individuals can be incited emotionally by performance comparisons, and these emotional responses influence their driving behaviors subsequently. Doctor of Philosophy 2023-03-27T03:27:41Z 2023-03-27T03:27:41Z 2023 Thesis-Doctor of Philosophy Li, Z. (2023). Unboxing the impact of visualization designs on green behaviors: three studies on the behavioral, psychological, and physiological effects of visualization. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/165397 https://hdl.handle.net/10356/165397 10.32657/10356/165397 en This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0). application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Business::Information technology
spellingShingle Business::Information technology
Li, Zhiyin
Unboxing the impact of visualization designs on green behaviors: three studies on the behavioral, psychological, and physiological effects of visualization
description Visualizations are becoming a popular method to promote green behaviors. The effectiveness of visualizations has been an increasingly important issue for both information systems (IS) researchers and practitioners. In this thesis, three studies are conducted to examine the impact of key visualization techniques on green behaviors. Specifically, Study One draws on the human-computer interaction literature to investigate the effect of post-trip visualizations on eco-driving behaviors. Furthermore, this study integrates the moral norm perspective to reveal individuals’ awareness of consequences and feelings of responsibility after viewing the visualized narrative. Study Two seeks to elucidate the effects of visualizations on promoting sustainability knowledge and pro-environmental practices. Drawing on the visualization literature, Study Two examines how expectancy illustration and interactivity affect individuals’ understanding of the environmental impact associated with their behaviors. Additionally, this study relies on the pedagogy literature to explicate that the effect of visualizations can be explained through individuals’ psychological responses in the course of interpreting the visualizations. Study Three develops and tests a model that explains individuals’ behavioral changes in terms of driving efficiency after viewing the visualizations, which depict their driving performance against that of artificial intelligence (AI). Study Three draws on the self-evaluation literature to understand performance comparisons and extends the self-evaluation perspective to the context of human-AI comparisons. Furthermore, this study illustrates that individuals can be incited emotionally by performance comparisons, and these emotional responses influence their driving behaviors subsequently.
author2 Ben Choi
author_facet Ben Choi
Li, Zhiyin
format Thesis-Doctor of Philosophy
author Li, Zhiyin
author_sort Li, Zhiyin
title Unboxing the impact of visualization designs on green behaviors: three studies on the behavioral, psychological, and physiological effects of visualization
title_short Unboxing the impact of visualization designs on green behaviors: three studies on the behavioral, psychological, and physiological effects of visualization
title_full Unboxing the impact of visualization designs on green behaviors: three studies on the behavioral, psychological, and physiological effects of visualization
title_fullStr Unboxing the impact of visualization designs on green behaviors: three studies on the behavioral, psychological, and physiological effects of visualization
title_full_unstemmed Unboxing the impact of visualization designs on green behaviors: three studies on the behavioral, psychological, and physiological effects of visualization
title_sort unboxing the impact of visualization designs on green behaviors: three studies on the behavioral, psychological, and physiological effects of visualization
publisher Nanyang Technological University
publishDate 2023
url https://hdl.handle.net/10356/165397
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