This course introduces participants to rapid prototyping for augmented, virtual, and mixed reality. Participants will learn about physical prototyping with paper and Play-Doh and digital prototyping via visual authoring tools. After an overview of the XR prototyping process and tools, participants will complete two hands-on sessions. A combination of paper-based XR design templates and easy-to-use digital authoring tools will be used to create working interactive prototypes that can be run on XR devices. The course is targeted at non-technical audiences including HCI practitioners, user experience researchers, and interaction design professionals and students interested in XR design.
{"title":"Rapid Prototyping of XR Experiences","authors":"M. Billinghurst, Michael Nebeling","doi":"10.1145/3411763.3445002","DOIUrl":"https://doi.org/10.1145/3411763.3445002","url":null,"abstract":"This course introduces participants to rapid prototyping for augmented, virtual, and mixed reality. Participants will learn about physical prototyping with paper and Play-Doh and digital prototyping via visual authoring tools. After an overview of the XR prototyping process and tools, participants will complete two hands-on sessions. A combination of paper-based XR design templates and easy-to-use digital authoring tools will be used to create working interactive prototypes that can be run on XR devices. The course is targeted at non-technical audiences including HCI practitioners, user experience researchers, and interaction design professionals and students interested in XR design.","PeriodicalId":265192,"journal":{"name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124729983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
With the global COVID-19 pandemic that began in early 2020, it has become difficult to hold workshops that bring people together in one place. Consequently, demand for online events and virtual workshops is increasing so as to minimize the loss of learning opportunities. However, providing an experience of building things remotely is not easy because of the time and cost of preparing materials and equipment, and the difficulties of distance teaching. So, we designed a kinetic toy kit that can be sent in an envelope, be constructed with ease, and work without any batteries. The kinetic toy, constructed using magnetic sheets, cardboard, and paper, allows the users to design and create “animals” with variable motions. At the two online workshops we held for 15 participants from 3 to 11 years old, all of the children enjoyed building toys and some participants invented original mechanisms and new animals. In this paper, we describe the details of the toy kit and the online workshops that used it.
{"title":"Magnetact Animals: A Simple Kinetic Toy Kit for a Creative Online Workshop for Children","authors":"K. Yasu, Masaya Ishikawa","doi":"10.1145/3411763.3451533","DOIUrl":"https://doi.org/10.1145/3411763.3451533","url":null,"abstract":"With the global COVID-19 pandemic that began in early 2020, it has become difficult to hold workshops that bring people together in one place. Consequently, demand for online events and virtual workshops is increasing so as to minimize the loss of learning opportunities. However, providing an experience of building things remotely is not easy because of the time and cost of preparing materials and equipment, and the difficulties of distance teaching. So, we designed a kinetic toy kit that can be sent in an envelope, be constructed with ease, and work without any batteries. The kinetic toy, constructed using magnetic sheets, cardboard, and paper, allows the users to design and create “animals” with variable motions. At the two online workshops we held for 15 participants from 3 to 11 years old, all of the children enjoyed building toys and some participants invented original mechanisms and new animals. In this paper, we describe the details of the toy kit and the online workshops that used it.","PeriodicalId":265192,"journal":{"name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129523339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
N. Semertzidis, Michaela Scary, Xiao Fang, Xinyi Wang, Rakesh Patibanda, Josh Andrés, P. Strohmeier, K. Kunze, Pedro Lopes, Fabio Zambetta, F. Mueller
Human-Computer Integration (HInt) is a growing paradigm within HCI which seeks to understand how humans can, and already are, merging with computational machines. HInt’s recent inception and evolution has seen much discussion in a variety of symposiums, workshops, and publications for HCI. This has enabled a democratized and decentralised emergence of its core concepts. While this has allowed for rapid growth in our understanding of HInt, there is some discrepancy in how the proponents of this movement might describe its principles, motivations, definitions, and ultimate goals, with many offshoot concepts of HInt beginning to emerge. SIGHint aims to provide a platform to facilitate high level discussion and collation of information between researchers and designers seeking to learn from and contribute to the development of Human-Computer Integration. It is our intention that through this SIG we may better understand how new and emerging, diverging ideas, and perspectives within Human-Computer Integration relate to each other, ultimately facilitating a mapping of the paradigm and a synthesis of its concepts.
{"title":"SIGHInt: Special Interest Group for Human-Computer Integration","authors":"N. Semertzidis, Michaela Scary, Xiao Fang, Xinyi Wang, Rakesh Patibanda, Josh Andrés, P. Strohmeier, K. Kunze, Pedro Lopes, Fabio Zambetta, F. Mueller","doi":"10.1145/3411763.3450400","DOIUrl":"https://doi.org/10.1145/3411763.3450400","url":null,"abstract":"Human-Computer Integration (HInt) is a growing paradigm within HCI which seeks to understand how humans can, and already are, merging with computational machines. HInt’s recent inception and evolution has seen much discussion in a variety of symposiums, workshops, and publications for HCI. This has enabled a democratized and decentralised emergence of its core concepts. While this has allowed for rapid growth in our understanding of HInt, there is some discrepancy in how the proponents of this movement might describe its principles, motivations, definitions, and ultimate goals, with many offshoot concepts of HInt beginning to emerge. SIGHint aims to provide a platform to facilitate high level discussion and collation of information between researchers and designers seeking to learn from and contribute to the development of Human-Computer Integration. It is our intention that through this SIG we may better understand how new and emerging, diverging ideas, and perspectives within Human-Computer Integration relate to each other, ultimately facilitating a mapping of the paradigm and a synthesis of its concepts.","PeriodicalId":265192,"journal":{"name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128749206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
T. Andersen, Francisco Nunes, Lauren Wilcox, Elizabeth Kaziunas, Stina Matthiesen, F. Magrabi
The last several years have shown a strong growth of Artificial Intelligence (AI) technologies with promising results for many areas of healthcare. HCI has contributed to these discussions, mainly with studies on explainability of advanced algorithms. However, there are only few AI-systems based on machine learning algorithms that make it to the real world and everyday care. This challenging move has been named the “last mile” of AI in healthcare, emphasizing the sociotechnical uncertainties and unforeseen learnings from involving users in the design or use of AI-based systems. The aim of this workshop is to set the stage for a new wave of HCI research that accounts for and begins to develop new insights, concepts, and methods, for transitioning from development to implementation and use of AI in healthcare. Participants are invited to collaboratively define an HCI research agenda focused on healthcare AI in the wild, which will require examining end-user engagements and questioning underlying concepts of AI in healthcare.
{"title":"Realizing AI in Healthcare: Challenges Appearing in the Wild","authors":"T. Andersen, Francisco Nunes, Lauren Wilcox, Elizabeth Kaziunas, Stina Matthiesen, F. Magrabi","doi":"10.1145/3411763.3441347","DOIUrl":"https://doi.org/10.1145/3411763.3441347","url":null,"abstract":"The last several years have shown a strong growth of Artificial Intelligence (AI) technologies with promising results for many areas of healthcare. HCI has contributed to these discussions, mainly with studies on explainability of advanced algorithms. However, there are only few AI-systems based on machine learning algorithms that make it to the real world and everyday care. This challenging move has been named the “last mile” of AI in healthcare, emphasizing the sociotechnical uncertainties and unforeseen learnings from involving users in the design or use of AI-based systems. The aim of this workshop is to set the stage for a new wave of HCI research that accounts for and begins to develop new insights, concepts, and methods, for transitioning from development to implementation and use of AI in healthcare. Participants are invited to collaboratively define an HCI research agenda focused on healthcare AI in the wild, which will require examining end-user engagements and questioning underlying concepts of AI in healthcare.","PeriodicalId":265192,"journal":{"name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128698246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Aimed at breaking up the myth of the “average user”, the notion of personalization promises to solve the contradiction between the population’s heterogeneity and one-size-fits-all security nudges. To further explore the promising avenue, we propose to design personalized security nudges targeted at different mindsets and make the Consideration for Future Consequences (CFC) the testbed. Namely, we designed two CFC-targeted security nudges, Promotion and Prevention, for the individuals who care about future and immediate consequences, respectively. An online survey (N = 145) was conducted to test their effectiveness. Results show that both the nudges can improve users’ security attitudes, while the moderation effects imply that the Promotion nudge is merely effective for the users having deep concerns about future consequences. The findings indicate the feasibility of designing security nudges targeted at future orientations and illustrate the importance of tailoring nudges according to individuals’ differences.
{"title":"Design and Evaluation of CFC-targeted Security Nudges","authors":"Leilei Qu, Ruojin Xiao, Cheng Wang, Wenchang Shi","doi":"10.1145/3411763.3451624","DOIUrl":"https://doi.org/10.1145/3411763.3451624","url":null,"abstract":"Aimed at breaking up the myth of the “average user”, the notion of personalization promises to solve the contradiction between the population’s heterogeneity and one-size-fits-all security nudges. To further explore the promising avenue, we propose to design personalized security nudges targeted at different mindsets and make the Consideration for Future Consequences (CFC) the testbed. Namely, we designed two CFC-targeted security nudges, Promotion and Prevention, for the individuals who care about future and immediate consequences, respectively. An online survey (N = 145) was conducted to test their effectiveness. Results show that both the nudges can improve users’ security attitudes, while the moderation effects imply that the Promotion nudge is merely effective for the users having deep concerns about future consequences. The findings indicate the feasibility of designing security nudges targeted at future orientations and illustrate the importance of tailoring nudges according to individuals’ differences.","PeriodicalId":265192,"journal":{"name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127545863","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jas Brooks, Pedro Lopes, J. Amores, E. Maggioni, H. Matsukura, Marianna Obrist, R. Peiris, Nimesha Ranasinghe
Everyday life hinges on smell, taste, and temperature-based experiences, from eating to detecting potential hazards (e.g., smell of rotten food, microbial threats, and non-microbial threats such as from hazardous gases) to responding to thermal behavioral changes. These experiences are formative as visceral, vital signals of information, and contribute directly to our safety, well-being, and enjoyment. Despite this, contemporary technology mostly stimulates vision, audition, and – more recently – touch, unfortunately leaving out the senses of smell taste and temperature. In the last decade, smell, taste, and temperature interfaces have gained a renewed attention in the field of Human Computer Interaction, fueled by the growth of virtual reality and wearable devices. As these modalities are further explored, it is imperative to discuss underlying cultural contexts of these experiences, how researchers can robustly stimulate and sense these modalities, and in what contexts such multisensory technologies are meaningful. This workshop addresses these topics and seeks to provoke critical discussions around chemo- and thermo-sensory HCI.
{"title":"Smell, Taste, and Temperature Interfaces","authors":"Jas Brooks, Pedro Lopes, J. Amores, E. Maggioni, H. Matsukura, Marianna Obrist, R. Peiris, Nimesha Ranasinghe","doi":"10.1145/3411763.3441317","DOIUrl":"https://doi.org/10.1145/3411763.3441317","url":null,"abstract":"Everyday life hinges on smell, taste, and temperature-based experiences, from eating to detecting potential hazards (e.g., smell of rotten food, microbial threats, and non-microbial threats such as from hazardous gases) to responding to thermal behavioral changes. These experiences are formative as visceral, vital signals of information, and contribute directly to our safety, well-being, and enjoyment. Despite this, contemporary technology mostly stimulates vision, audition, and – more recently – touch, unfortunately leaving out the senses of smell taste and temperature. In the last decade, smell, taste, and temperature interfaces have gained a renewed attention in the field of Human Computer Interaction, fueled by the growth of virtual reality and wearable devices. As these modalities are further explored, it is imperative to discuss underlying cultural contexts of these experiences, how researchers can robustly stimulate and sense these modalities, and in what contexts such multisensory technologies are meaningful. This workshop addresses these topics and seeks to provoke critical discussions around chemo- and thermo-sensory HCI.","PeriodicalId":265192,"journal":{"name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127234101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Adam Garcia, Garrett B. Powell, Davis Arnold, Luis Ibarra, M. Pietrucha, Michael Kelland Thorson, Abigail Verhelle, Nathan B. Wade, Samantha Webb
When the COVID-19 pandemic struck in March 2020, universities worldwide were forced to suddenly move all in-person students online. In isolation and away from their regular structures and coping mechanisms, students were forced to rely on online learning technology (OLT) as a full replacement for in-person learning. We hypothesize that students in this circumstance will experience feelings of learned helplessness regarding OLT and suffer from overall poorer mental health. We present a mixed-methods study to investigate these phenomena during the Spring 2020 semester among a diverse group of students. We explore multiple factors that contributed to these phenomena, such as motivation, growing exhaustion with online learning, and feelings of connectedness that were lost and cannot be recreated via online meeting software.
{"title":"Learned helplessness and mental health issues related to distance learning due to COVID-19","authors":"Adam Garcia, Garrett B. Powell, Davis Arnold, Luis Ibarra, M. Pietrucha, Michael Kelland Thorson, Abigail Verhelle, Nathan B. Wade, Samantha Webb","doi":"10.1145/3411763.3451526","DOIUrl":"https://doi.org/10.1145/3411763.3451526","url":null,"abstract":"When the COVID-19 pandemic struck in March 2020, universities worldwide were forced to suddenly move all in-person students online. In isolation and away from their regular structures and coping mechanisms, students were forced to rely on online learning technology (OLT) as a full replacement for in-person learning. We hypothesize that students in this circumstance will experience feelings of learned helplessness regarding OLT and suffer from overall poorer mental health. We present a mixed-methods study to investigate these phenomena during the Spring 2020 semester among a diverse group of students. We explore multiple factors that contributed to these phenomena, such as motivation, growing exhaustion with online learning, and feelings of connectedness that were lost and cannot be recreated via online meeting software.","PeriodicalId":265192,"journal":{"name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132976593","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Aditya Bodi, Pooyan Fazli, Shasta Ihorn, Y. Siu, A. T. Scott, Lothar D Narins, Yash Kant, Abhishek Das, Ilmi Yoon
Video accessibility is crucial for blind and low vision users for equitable engagements in education, employment, and entertainment. Despite the availability of professional description services and tools for amateur description, most human-generated descriptions are expensive and time consuming, and the rate of human-generated descriptions simply cannot match the speed of video production. To overcome the increasing gaps in video accessibility, we developed a system to automatically generate descriptions for videos and answer blind and low vision users’ queries on the videos. Results from a pilot study with eight blind video aficionados indicate the promise of this system for meeting needs for immediate access to videos and validate our efforts in developing tools in partnership with the individuals we aim to benefit. Though the results must be interpreted with caution due to the small sample size, participants overall reported high levels of satisfaction with the system, and all preferred use of the system over no support at all.
{"title":"Automated Video Description for Blind and Low Vision Users","authors":"Aditya Bodi, Pooyan Fazli, Shasta Ihorn, Y. Siu, A. T. Scott, Lothar D Narins, Yash Kant, Abhishek Das, Ilmi Yoon","doi":"10.1145/3411763.3451810","DOIUrl":"https://doi.org/10.1145/3411763.3451810","url":null,"abstract":"Video accessibility is crucial for blind and low vision users for equitable engagements in education, employment, and entertainment. Despite the availability of professional description services and tools for amateur description, most human-generated descriptions are expensive and time consuming, and the rate of human-generated descriptions simply cannot match the speed of video production. To overcome the increasing gaps in video accessibility, we developed a system to automatically generate descriptions for videos and answer blind and low vision users’ queries on the videos. Results from a pilot study with eight blind video aficionados indicate the promise of this system for meeting needs for immediate access to videos and validate our efforts in developing tools in partnership with the individuals we aim to benefit. Though the results must be interpreted with caution due to the small sample size, participants overall reported high levels of satisfaction with the system, and all preferred use of the system over no support at all.","PeriodicalId":265192,"journal":{"name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132137137","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This paper describes a qualitative study of media and advocacy publications about digital surveillance in the context of Black Lives Matter protests, including recommendations for techniques on how to circumvent such surveillance. We conducted a content analysis of the recommendations given for circumventing surveillance provided by media, news, activist, and commercial outlets. We describe the recommendations provided and identify common fears and implications of protest surveillance as expressed by these sources. We identified thematic categories of surveillance fears and implications, including ruined reputations, online harassment, arrest, lack of transparency, and the chilling of free speech and protest. Finally, we describe what we see as challenges protesters will have implementing the recommendations (for example, due to availability and accessibility of technology and certain types of expertise required), complicating the creation of the kind of security culture protesters need.
{"title":"Protest Privacy Recommendations: An Analysis of Digital Surveillance Circumvention Advice During Black Lives Matter Protests","authors":"Kandrea Wade, Jed R. Brubaker, Casey Fiesler","doi":"10.1145/3411763.3451749","DOIUrl":"https://doi.org/10.1145/3411763.3451749","url":null,"abstract":"This paper describes a qualitative study of media and advocacy publications about digital surveillance in the context of Black Lives Matter protests, including recommendations for techniques on how to circumvent such surveillance. We conducted a content analysis of the recommendations given for circumventing surveillance provided by media, news, activist, and commercial outlets. We describe the recommendations provided and identify common fears and implications of protest surveillance as expressed by these sources. We identified thematic categories of surveillance fears and implications, including ruined reputations, online harassment, arrest, lack of transparency, and the chilling of free speech and protest. Finally, we describe what we see as challenges protesters will have implementing the recommendations (for example, due to availability and accessibility of technology and certain types of expertise required), complicating the creation of the kind of security culture protesters need.","PeriodicalId":265192,"journal":{"name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130219366","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Alina Stöver, N. Gerber, S. Kaushik, M. Mühlhäuser, Karola Marky
Mobile devices have become daily companions for millions of users. They have access to privacy-sensitive data about their users which stresses the importance of privacy. Users have to make privacy-related decisions already before app installation because once installed, apps can access potential privacy-sensitive data. In this work-in-progress, we present an in-depth investigation of privacy indicator visualizations for mobile app stores. We report the results of two consecutive user studies in which we investigate 1) visual depiction, 2) score, and 3) monetary value of collected data. Our studies reveal that a visual depiction by a privacy meter were easiest to understand for users, scores were easiest to spot, and monetary value was most difficult to interpret and requires further investigation.
{"title":"Investigating Simple Privacy Indicators for Supporting Users when Installing New Mobile Apps","authors":"Alina Stöver, N. Gerber, S. Kaushik, M. Mühlhäuser, Karola Marky","doi":"10.1145/3411763.3451791","DOIUrl":"https://doi.org/10.1145/3411763.3451791","url":null,"abstract":"Mobile devices have become daily companions for millions of users. They have access to privacy-sensitive data about their users which stresses the importance of privacy. Users have to make privacy-related decisions already before app installation because once installed, apps can access potential privacy-sensitive data. In this work-in-progress, we present an in-depth investigation of privacy indicator visualizations for mobile app stores. We report the results of two consecutive user studies in which we investigate 1) visual depiction, 2) score, and 3) monetary value of collected data. Our studies reveal that a visual depiction by a privacy meter were easiest to understand for users, scores were easiest to spot, and monetary value was most difficult to interpret and requires further investigation.","PeriodicalId":265192,"journal":{"name":"Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130444757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}