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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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Description
Introduction: Depression screening in the pediatric setting is a crucial part of the adolescent's examination. A standardized screening tool and protocol streamlines the process of assessing adolescents and minimizes the chances of serious mental health disorders going undetected and untreated. Evaluation of current evidence demonstrates the use of a standardized

Introduction: Depression screening in the pediatric setting is a crucial part of the adolescent's examination. A standardized screening tool and protocol streamlines the process of assessing adolescents and minimizes the chances of serious mental health disorders going undetected and untreated. Evaluation of current evidence demonstrates the use of a standardized tool improves detection, diagnosis, and management of depression and other mental health illnesses. Method: The Patient Health Questionnaire—modified for adolescents (PHQ9-A) was administered to all eligible adolescents, ages 12-18, during an annual well visit for a period of 6 weeks. Lewin's Change Theory guided a system change in the electronic health record, and the questionnaire results were documented and provided to the pediatric provider at the time of the appointment. A chart review was conducted to determine whether all eligible patients were administered the questionnaire and if a depression diagnosis or mental health referral had been made. Results: Out of 76 eligible well visits, 65 (86%) patients completed the PHQ9-A. The average score was 5.29 (SD = 6.49) with a maximum score of 25. Out of those that completed screening, 11 (17%) had a positive PHQ9-A score resulting in 8 referrals to mental health services and 2 mental health diagnoses in the clinic.
ContributorsCoomer, Meagan (Author) / Rauton, Monica (Thesis advisor) / College of Nursing and Health Innovation (Contributor)
Created2023-04-27
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Description
An alarming number of youth have mental health concerns, but of those who are diagnosed, only half receive treatment. Using Bandera's social cognitive theory, one can achieve behavioral changes through self-efficacy and control their actions by self-regulation. Mindfulness activities, when implemented early, can decrease stress, and improve well-being in youth.

An alarming number of youth have mental health concerns, but of those who are diagnosed, only half receive treatment. Using Bandera's social cognitive theory, one can achieve behavioral changes through self-efficacy and control their actions by self-regulation. Mindfulness activities, when implemented early, can decrease stress, and improve well-being in youth. Methods: This project was implemented among students attending an alternative high school in Arizona. Nine students participated in four different mindfulness, hands-on activities during two classes- 1 hour each. Participants completed a pre and a post-test with the 10-item questionnaire Perceived Stress Scale (PSS), and a 3-question survey to evaluate the program at the end of the second week. Results: Among the 9 participants (mean age = 16 SD=2.06), the stress levels were considered low to moderate in the pretest (mean=16.56) and the post-test (mean=15.89). Stress level scores were reduced after the education although the difference was not statistically significant. Furthermore, all participants agreed that the content and activities were appropriate, 88.9% agreed they had a "better understanding of how to reduce stress," and 77.8% stated their "knowledge of stress has improved." Discussion/Conclusion: This project aimed to help reduce vulnerable adolescents' stress level through mindfulness activities. Mental health education like this may help adolescents better manage stress and consequently promote their overall well-being. Future projects should recruit a larger sample and implement a longer time for larger and longer effects.
ContributorsQualman, Stephanie (Author) / Chen, Angela (Thesis advisor) / College of Nursing and Health Innovation (Contributor)
Created2023-05-10
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Description
Mental health challenges are becoming a significant public health issue for adolescents/teenagers, and primary interventions have been focused on mental health education. Because adolescents spend most of their time in school, primary mental health interventions should be prioritized in this setting. A PICOT question was developed to determine if mental

Mental health challenges are becoming a significant public health issue for adolescents/teenagers, and primary interventions have been focused on mental health education. Because adolescents spend most of their time in school, primary mental health interventions should be prioritized in this setting. A PICOT question was developed to determine if mental health literacy (MHL) in adolescents would improve while decreasing stigma and improving help-seeking behaviors after a program of enhanced mental health education. Partnering with a large Arizona suburban school district social work department, a teen Mental Health First Aid (tMHFA) pilot program was implemented for a class of nine (n = 9) adolescent students (aged 17-18 years) old during the school day. tMHFA was delivered in three 90-minute class days. Using the Mental Health Literacy questionnaire (MHLq), a pre and post-test design revealed a significant (p value=less than 0.05) increase in the students' MHL, help-seeking behaviors, and decreased stigma after delivery. This quality improvement project was IRB approved, and all human subjects' rights were protected. In conclusion, there is strong evidence that enhanced mental health programming, such as tMHFA, effectively educates adolescents about mental health challenges and, perhaps, could promote behavioral changes in future generations.
ContributorsJones, M. Christina (Author) / Schiller, Zita (Thesis advisor) / College of Nursing and Health Innovation (Contributor)
Created2023-05-15