COVID-19 highlights the issues facing blind and visually impaired people in accessing data on the web

During the COVID-19 pandemic, dissemination of data on the web has been vital in shaping the public's response. We postulated the increased prominence of data might have exacerbated the accessibility gap for the Blind and Visually Impaired (BVI) community and exposed new inequities. We discuss findings from a survey (n=127) on data accessibility followed by a contextual inquiry (n=12) of BVI people conducted between June and September 2020. 94% of survey respondents had concerns about accessing accurate COVID-19 data in a timely manner. Participants described how they encountered broad inaccessibility at early onset of the pandemic, and how advocacy efforts and complimenting their access with a wide range of sources helped fulfill their needs. By examining how BVI users interact with accessible COVID-19 data dashboards, we observed the effect of data literacy, confidence, and modality preferences on user strategies and takeaways. Our observations during this critical period provide an understanding of the impact access or inaccess has on the BVI community in a time of crisis and important implications for improving the technologies and modalities available to disseminate data-driven information accessibly on the web.

[1]  Markel Vigo,et al.  Prejudices, memories, expectations and confidence influence experienced accessibility on the Web , 2015, Comput. Hum. Behav..

[2]  Haixia Zhao,et al.  Interactive Sonification of Abstract Data - Framework, Design Space, Evaluation, and User Tool , 2006 .

[3]  Steven K. Feiner,et al.  Visual task characterization for automated visual discourse synthesis , 1998, CHI.

[4]  Christopher R. Bennett,et al.  Touch-screen technology for the dynamic display of -2D spatial information without vision: promise and progress. , 2014, Multisensory research.

[5]  S. Brewer,et al.  CONTEXTUAL AUDIO IN HAPTIC GRAPH BROWSING , 2006 .

[6]  Leona Holloway,et al.  Non-visual access to graphical information on COVID-19 , 2020, ASSETS.

[7]  Leslie Nabors Oláh,et al.  A Learning Progression for Constructing and Interpreting Data Display , 2020 .

[8]  HeerJeffrey,et al.  D3 Data-Driven Documents , 2011 .

[9]  R. C. Silver,et al.  The novel coronavirus (COVID-2019) outbreak: Amplification of public health consequences by media exposure. , 2020, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[10]  Stefano Federici,et al.  Web usability evaluation with screen reader users: implementation of the partial concurrent thinking aloud technique , 2010, Cognitive Processing.

[11]  L. P. Rosenblum Unprecedented Times Call for Unprecedented Collaboration: How Two COVID-19 Surveys Were Created with Input from Across the Field of Visual Impairment to Analyze the Needs of Adults, Students, Teachers, and Orientation and Mobility Practitioners , 2020 .

[12]  Enrico Pontelli,et al.  Multimodal Presentation of Two-Dimensional Charts: An Investigation Using Open Office XML and Microsoft Excel , 2010, TACC.

[13]  Sung-Hee Kim,et al.  Towards a Taxonomy for Evaluating User Engagement in Information Visualization , 2015 .

[14]  Nancy Staggers,et al.  Research Paper: Comparing Response Time, Errors, and Satisfaction Between Text-based and Graphical User Interfaces During Nursing Order Tasks , 2000, J. Am. Medical Informatics Assoc..

[15]  Anne Marie Piper,et al.  "It doesn't win you friends" , 2019, Proc. ACM Hum. Comput. Interact..

[16]  Leona Holloway,et al.  Accessible Maps for the Blind: Comparing 3D Printed Models with Tactile Graphics , 2018, CHI.

[17]  Lorna M. Brown,et al.  DESIGN GUIDELINES FOR AUDIO PRESENTATION OF GRAPHS AND TABLES , 2003 .

[18]  Catherine Plaisant,et al.  Observations and Reflections on Visualization Literacy in Elementary School , 2018, IEEE Computer Graphics and Applications.

[19]  Anke M. Brock,et al.  Interactivity Improves Usability of Geographic Maps for Visually Impaired People , 2015, Hum. Comput. Interact..

[20]  Morten Goodwin,et al.  Global Web Accessibility Analysis of National Government Portals and Ministry Web Sites , 2011 .

[21]  Bongshin Lee,et al.  Understanding self-reflection: how people reflect on personal data through visual data exploration , 2017, PervasiveHealth.

[22]  Stéphanie Giraud,et al.  Web accessibility: Filtering redundant and irrelevant information improves website usability for blind users , 2018, Int. J. Hum. Comput. Stud..

[23]  Rahul Singh,et al.  Understanding Blind Users' Web Accessibility and Usability Problems , 2010 .

[24]  Yasaman S. Sefidgar,et al.  How Does COVID-19 impact Students with Disabilities/Health Concerns? , 2020, ArXiv.

[25]  Jeffrey Heer,et al.  Narrative Visualization: Telling Stories with Data , 2010, IEEE Transactions on Visualization and Computer Graphics.

[26]  Ravi Kuber,et al.  An empirical investigation into the difficulties experienced by visually impaired Internet users , 2008, Universal Access in the Information Society.

[27]  Harry Hochheiser,et al.  A survey of blind users on the usability of email applications , 2013, Universal Access in the Information Society.

[28]  André Pimenta Freire,et al.  Guidelines are only half of the story: accessibility problems encountered by blind users on the web , 2012, CHI.

[29]  I. V. Ramakrishnan,et al.  More than meets the eye: a survey of screen-reader browsing strategies , 2010, W4A.

[30]  Gitte Lindgaard,et al.  Evaluating a tool for improving accessibility to charts and graphs , 2010, ASSETS '10.

[31]  Barbara Leporini,et al.  Accessing Google Docs via Screen Reader , 2010, ICCHP.

[32]  Stephen A. Brewster,et al.  Evaluation of multimodal graphs for blind people , 2003, Universal Access in the Information Society.

[33]  Kim Marriott,et al.  Usability of Accessible Bar Charts , 2010, Diagrams.

[34]  Jonathan Lazar,et al.  Accessibility of U.S. federal government home pages: Section 508 compliance and site accessibility statements , 2011, Gov. Inf. Q..

[35]  Ben Shneiderman,et al.  iSonic: interactive sonification for non-visual data exploration , 2005, Assets '05.

[36]  Chris North,et al.  Toward measuring visualization insight , 2006, IEEE Computer Graphics and Applications.

[37]  Abrar Ahmad Chughtai,et al.  COVID-19–Related Infodemic and Its Impact on Public Health: A Global Social Media Analysis , 2020, The American journal of tropical medicine and hygiene.

[38]  Laura M. Stough,et al.  People with Disabilities and Disasters , 2018 .

[39]  Susan N. Friel,et al.  Making sense of graphs: Critical factors influencing comprehension and instructional implications. , 2001 .

[40]  Jonathan C. Roberts,et al.  Review of Designs for Haptic Data Visualization , 2010, IEEE Transactions on Haptics.

[41]  Lydia B. Chilton,et al.  Making Memes Accessible , 2019, ASSETS.

[42]  Jeffrey Heer,et al.  Protovis: A Graphical Toolkit for Visualization , 2009, IEEE Transactions on Visualization and Computer Graphics.

[43]  Nicholas A. Giudice,et al.  The Graphical Access Challenge for People with Visual Impairments: Positions and Pathways Forward , 2018, Interactive Multimedia - Multimedia Production and Digital Storytelling.

[44]  Jean-Daniel Fekete,et al.  A Principled Way of Assessing Visualization Literacy , 2014, IEEE Transactions on Visualization and Computer Graphics.

[45]  Stephen Brewster,et al.  EXPLORE THE MATRIX: BROWSING NUMERICAL DATA TABLES USING SOUND , 2005 .

[46]  M. Sheelagh T. Carpendale,et al.  Constructing Visual Representations: Investigating the Use of Tangible Tokens , 2014, IEEE Transactions on Visualization and Computer Graphics.

[47]  Harold E. Krents Section 503 of the Rehabilitation Act of 1973. , 1975 .

[48]  B. White Disaster Relief for Deaf Persons: Lessons from Hurricanes Katrina and Rita , 2006 .

[49]  Gordon E. Legge,et al.  Designing Media for Visually-Impaired Users of Refreshable Touch Displays: Possibilities and Pitfalls , 2015, IEEE Transactions on Haptics.

[50]  Sean Bechhofer,et al.  Identifying Behavioral Strategies of Visually Impaired Users to Improve Access to Web Content , 2011, TACC.

[51]  Jeffrey P. Bigham,et al.  Disability and the COVID-19 Pandemic: Using Twitter to Understand Accessibility during Rapid Societal Transition , 2020, ASSETS.

[52]  Michele Geronazzo,et al.  Interactive spatial sonification for non-visual exploration of virtual maps , 2016, Int. J. Hum. Comput. Stud..

[53]  Valerie Morash,et al.  Guiding Novice Web Workers in Making Image Descriptions Using Templates , 2015, ACM Trans. Access. Comput..

[54]  John T. Stasko,et al.  Understanding and characterizing insights: how do people gain insights using information visualization? , 2008, BELIV.

[55]  Meredith Ringel Morris,et al.  "With most of it being pictures now, I rarely use it": Understanding Twitter's Evolving Accessibility to Blind Users , 2016, CHI.

[56]  Gerhard Weber,et al.  SVGPlott - Generating Adaptive and Accessible Audio-Tactile Function Graphs , 2014, ICCHP.

[57]  Barbara Leporini,et al.  Applying Web Usability Criteria for Vision-Impaired Users: Does It Really Improve Task Performance? , 2008, Int. J. Hum. Comput. Interact..

[58]  Silvia Miksch,et al.  Visualizations at First Sight: Do Insights Require Training? , 2008, USAB.

[59]  Niklas Elmqvist,et al.  Visualizing for the Non‐Visual: Enabling the Visually Impaired to Use Visualization , 2019, Comput. Graph. Forum.

[60]  Richard E. Ladner,et al.  WebinSitu: a comparative analysis of blind and sighted browsing behavior , 2007, Assets '07.

[61]  Abigale Stangl,et al.  "Person, Shoes, Tree. Is the Person Naked?" What People with Vision Impairments Want in Image Descriptions , 2020, CHI.

[62]  R. Scotch Politics and policy in the history of the disability rights movement. , 1989, The Milbank quarterly.

[63]  Christophe Hurter,et al.  Data-Driven Storytelling , 2017 .

[64]  Aaron Allen,et al.  What Frustrates Screen Reader Users on the Web: A Study of 100 Blind Users , 2007, Int. J. Hum. Comput. Interact..

[65]  Hironobu Takagi,et al.  Analysis of navigability of Web applications for improving blind usability , 2007, TCHI.

[66]  Meredith Ringel Morris,et al.  Rich Representations of Visual Content for Screen Reader Users , 2018, CHI.

[67]  Davide Bolchini,et al.  From screen reading to aural glancing: towards instant access to key page sections , 2014, ASSETS.

[68]  Mike Stieff,et al.  Alternative Strategies for Spatial Reasoning with Diagrams , 2010, Diagrams.

[69]  Phillip Merlin Uesbeck,et al.  Design Guidelines and Recommendations for Multimodal, Touchscreen-based Graphics , 2020, ACM Trans. Access. Comput..

[70]  Volker Sorge,et al.  An Accessible Interaction Model for Data Visualisation in Statistics , 2018, ICCHP.

[71]  Michelle X. Zhou,et al.  Characterizing Users' Visual Analytic Activity for Insight Provenance , 2008, 2008 IEEE Symposium on Visual Analytics Science and Technology.

[72]  Markel Vigo,et al.  Coping tactics employed by visually disabled users on the web , 2013, Int. J. Hum. Comput. Stud..