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This paper presents the results of an empirical analysis of deceptive data visualizations paired with explanatory text. Data visualizations are used to communicate information about important social issues to large audiences and are found in the news, social media, and the Internet (Kirk, 2012). Modern technology and software allow people

This paper presents the results of an empirical analysis of deceptive data visualizations paired with explanatory text. Data visualizations are used to communicate information about important social issues to large audiences and are found in the news, social media, and the Internet (Kirk, 2012). Modern technology and software allow people and organizations to easily produce and publish data visualizations, contributing to data visualizations becoming more prevalent as a means of communicating important information (Sue & Griffin, 2016). Ethical transgressions in data visualizations are the intentional or unintentional use of deceptive techniques with the potential of altering the audience’s understanding of the information being presented (Pandey et al., 2015). While many have discussed the importance of ethics in data visualization, scientists have only recently started to look at how deceptive data visualizations affect the reader. This study was administered as an on-line user survey and was designed to test the deceptive potential of data visualizations when they are accompanied by a paragraph of text. The study consisted of a demographic questionnaire, chart familiarity assessment, and data visualization survey. A total of 256 participants completed the survey and were evenly distributed between a control (non-deceptive) survey or a test (deceptive) survey in which participant were asked to observe a paragraph of text and data visualization paired together. Participants then answered a question relevant to the observed information to measure how they perceived the information to be. The individual differences between demographic groups and their responses were analyzed to understand how these groups reacted to deceptive data visualizations compared to the control group. The results of the study confirmed that deceptive techniques in data visualizations caused participants to misinterpret the information in the deceptive data visualizations even when they were accompanied by a paragraph of explanatory text. Furthermore, certain demographics and comfort levels with chart types were more susceptible to certain types of deceptive techniques. These results highlight the importance of education and practice in the area of data visualizations to ensure deceptive practices are not utilized and to avoid potential misinformation, especially when information can be called into question.
ContributorsO'Brien, Shaun (Author) / Laure, Claire (Thesis advisor) / Brumberger, Eva (Committee member) / D'Angelo, Barbara J. (Committee member) / Arizona State University (Publisher)
Created2017
Description

Grubhub's user reviews from the Apple IOS store were analyzed to provide alternate user experience (UX) solutions through answering the following:
1. How is Grubhub's mobile app meeting user expectations?
2. How can Grubhub improve the mobile app experience?

ContributorsDiaz, Samantha (Author) / Harris, LaVerne Abe (Degree committee member) / D'Angelo, Barbara J. (Degree committee member) / Mara, Andrew (Degree committee member)
Created2019-12-13
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Objective A needs assessment identified a nursing knowledge gap of chemotherapy-induced neurotoxicity (CIN) symptoms as a significant factor in delayed recognition of patients' neurologic decline. The quality improvement (QI) project aimed to increase nursing comfort levels and knowledge related to screening for CIN in hospitalized pediatric hematology, oncology, and bone marrow

Objective A needs assessment identified a nursing knowledge gap of chemotherapy-induced neurotoxicity (CIN) symptoms as a significant factor in delayed recognition of patients' neurologic decline. The quality improvement (QI) project aimed to increase nursing comfort levels and knowledge related to screening for CIN in hospitalized pediatric hematology, oncology, and bone marrow transplant (Heme/Onc/BMT) patients. Methods Nursing CIN education and pre- and post-education assessment questions were created using best practice parameters to screen and monitor CIN in Heme/Onc/BMT pediatric patients. Pre- and post-surveys included a valid Likert-type scale to assess comfort levels using neurotoxicity screening tools (NST) followed by knowledge-based formative assessments. ASU IRB and hospital QI board standards were maintained. Results Heme/Onc/BMT nurses (n=37) participated. The most frequent pre-education comfort level was three or somewhat comfortable (n=13). Most frequent post-education comfort level is four or very comfortable (n=21). The two-tailed Wilcoxon signed rank test for pre- and post-education comfort levels was significant based on an alpha value of .05 and p < .001. Conclusion Nursing comfort and knowledge of screening for CIN increased. Early recognition of CIN will improve outcomes for high-risk hospitalized Heme/Onc/BMT pediatric patients.
ContributorsBest, Brianne (Author) / Bucci, Aimee (Thesis advisor) / College of Nursing and Health Innovation (Contributor)
Created2023-04-27