{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T12:06:10Z","timestamp":1781006770122,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":58,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T00:00:00Z","timestamp":1776038400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["NSF AISL #2314109"],"award-info":[{"award-number":["NSF AISL #2314109"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,4,13]]},"DOI":"10.1145\/3772318.3790975","type":"proceedings-article","created":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T05:33:35Z","timestamp":1776058415000},"page":"1-16","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["ContAQT: Designing an Interactive Data Display to Make Multi-Pollutant Air Quality Data Accessible"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-3639-0073","authenticated-orcid":false,"given":"Yixuan","family":"Li","sequence":"first","affiliation":[{"name":"School of Interactive Computing, Georgia Institute of Technology, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-1423-9130","authenticated-orcid":false,"given":"Jordan","family":"Hill","sequence":"additional","affiliation":[{"name":"School of Interactive Computing, Georgia Institute of Technology, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-7633-925X","authenticated-orcid":false,"given":"Zeyu","family":"Hua","sequence":"additional","affiliation":[{"name":"School of Interactive Computing, Georgia Institute of Technology, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-2570-8488","authenticated-orcid":false,"given":"Seik","family":"Oh","sequence":"additional","affiliation":[{"name":"School of Interactive Computing, Georgia Institute of Technology, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-9394-6888","authenticated-orcid":false,"given":"Yuhan","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Interactive Computing, Georgia Institute of Technology, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6914-610X","authenticated-orcid":false,"given":"Alex","family":"Endert","sequence":"additional","affiliation":[{"name":"Interactive Computing, Georgia Institute of Technology, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5961-4686","authenticated-orcid":false,"given":"Jessica","family":"Roberts","sequence":"additional","affiliation":[{"name":"Interactive Computing, Georgia Institute of Technology, Atlanta, Georgia, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,4,13]]},"reference":[{"key":"e_1_3_3_2_2_2","unstructured":"Environmental\u00a0Protection Agency. 2015. The UV Index. https:\/\/www.epa.gov\/sunsafety\/uv-index-1. Accessed: 2025-11-25."},{"key":"e_1_3_3_2_3_2","unstructured":"Environmental\u00a0Protection Agency. 2018. Criteria Air Pollutants. https:\/\/www.epa.gov\/criteria-air-pollutants. Accessed: 2025-11-25."},{"key":"e_1_3_3_2_4_2","volume-title":"Technical Assistance Document for the Reporting of Daily Air Quality \u2013 the Air Quality Index (AQI)","author":"Agency Environmental\u00a0Protection","year":"2018","unstructured":"Environmental\u00a0Protection Agency. 2018. Technical Assistance Document for the Reporting of Daily Air Quality \u2013 the Air Quality Index (AQI). Environmental Protection Agency. 5\u20137 p. pages."},{"key":"e_1_3_3_2_5_2","unstructured":"Environmental\u00a0Protection Agency. 2020. Our Nation\u2019s Air: Status and Trends Through 2019. Accessed: 2025-11-25."},{"key":"e_1_3_3_2_6_2","unstructured":"Elizabeth\u00a0L Bjork Robert\u00a0A Bjork et\u00a0al. 2011. Making things hard on yourself but in a good way: Creating desirable difficulties to enhance learning. Psychology and the real world: Essays illustrating fundamental contributions to society 2 59-68 (2011) 56\u201364."},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"crossref","unstructured":"Florian Block Michael\u00a0S Horn Brenda\u00a0Caldwell Phillips Judy Diamond E\u00a0Margaret Evans and Chia Shen. 2012. The deeptree exhibit: Visualizing the tree of life to facilitate informal learning. IEEE Transactions on Visualization and Computer Graphics 18 12 (2012) 2789\u20132798.","DOI":"10.1109\/TVCG.2012.272"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"crossref","unstructured":"Katy B\u00f6rner Adam Maltese Russell\u00a0Nelson Balliet and Joe Heimlich. 2016. Investigating aspects of data visualization literacy using 20 information visualizations and 273 science museum visitors. Information Visualization 15 3 (2016) 198\u2013213.","DOI":"10.1177\/1473871615594652"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"crossref","unstructured":"Virginia Braun and Victoria Clarke. 2006. Using thematic analysis in psychology. Qualitative research in psychology 3 2 (2006) 77\u2013101.","DOI":"10.1191\/1478088706qp063oa"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"crossref","unstructured":"Kenneth Broad Anthony Leiserowitz Jessica Weinkle and Marissa Steketee. 2007. Misinterpretations of the \u201ccone of uncertainty\u201d in Florida during the 2004 hurricane season. Bulletin of the American Meteorological Society 88 5 (2007) 651\u2013668.","DOI":"10.1175\/BAMS-88-5-651"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"crossref","unstructured":"Terry\u00a0W Burns D\u00a0John O\u2019Connor and Susan\u00a0M Stocklmayer. 2003. Science communication: a contemporary definition. Public understanding of science 12 2 (2003) 183\u2013202.","DOI":"10.1177\/09636625030122004"},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.17226\/12190"},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"crossref","unstructured":"Keshav Dasu Kwan-Liu Ma Joyce Ma and Jennifer Frazier. 2020. Sea of genes: A reflection on visualising metagenomic data for museums. IEEE Transactions on Visualization and Computer Graphics 27 2 (2020) 935\u2013945.","DOI":"10.1109\/TVCG.2020.3030412"},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"crossref","unstructured":"Pryce Davis Michael Horn Florian Block Brenda Phillips E.\u00a0Margaret Evans Judy Diamond and Chia Shen. 2015. \u201cwhoa! we\u2019re going deep in the trees!\u201d: Patterns of collaboration around an interactive information visualization exhibit - International Journal of Computer-supported collaborative learning. https:\/\/link.springer.com\/article\/10.1007\/s11412-015-9209-z","DOI":"10.1007\/s11412-015-9209-z"},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","unstructured":"Magali Delmas and Aanchal Kohli. 2020. Can Apps Make Air Pollution Visible? Learning About Health Impacts Through Engagement with Air Quality Information. Journal of Business Ethics 161 (01 2020). 10.1007\/s10551-019-04215-7","DOI":"10.1007\/s10551-019-04215-7"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"crossref","unstructured":"Sara Doan. 2021. Misrepresenting COVID-19: Lying with charts during the second golden age of data design. Journal of Business and Technical Communication 35 1 (2021) 73\u201379.","DOI":"10.1177\/1050651920958392"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.4324\/9781315417851"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"crossref","unstructured":"Reiner Grundmann and Jean-Pierre Cavaill\u00e9. 2000. Simplicity in Science and its Publics. Science as Culture 9 3 (2000) 353\u2013389.","DOI":"10.1080\/713695251"},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.1109\/PACIFICVIS.2016.7465282"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"crossref","unstructured":"Jessica Hullman Eytan Adar and Priti Shah. 2011. Benefitting infovis with visual difficulties. IEEE Transactions on Visualization and Computer Graphics 17 12 (2011) 2213\u20132222.","DOI":"10.1109\/TVCG.2011.175"},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"crossref","unstructured":"Dan Kahan. 2012. Why we are poles apart on climate change. Nature 488 7411 (2012) 255\u2013255.","DOI":"10.1038\/488255a"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376521"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"publisher","DOI":"10.1145\/3392063.3394395"},{"key":"e_1_3_3_2_24_2","doi-asserted-by":"publisher","unstructured":"Sunyoung Kim and Eric Paulos. 2010. InAir: sharing indoor air quality measurements and visualizations. (01 2010) 1861\u20131870. 10.1145\/1753326.1753605","DOI":"10.1145\/1753326.1753605"},{"key":"e_1_3_3_2_25_2","unstructured":"Xingyu Lan and Yu Liu. 2024. \u201cI Came Across a Junk\u201d: Understanding Design Flaws of Data Visualization from the Public\u2019s Perspective. IEEE Transactions on Visualization and Computer Graphics (2024)."},{"key":"e_1_3_3_2_26_2","unstructured":"Jongwook Lee Gary Burnett Micah Vandegrift Jung\u00a0Hoon Baeg and Richard Morris. 2015. Availability and accessibility in an open access institutional repository: a case study.Information Research: An International Electronic Journal 20 1 (2015) n1."},{"key":"e_1_3_3_2_27_2","doi-asserted-by":"crossref","unstructured":"Hsin-I Liao Su-Ling Yeh and Shinsuke Shimojo. 2011. Novelty vs. familiarity principles in preference decisions: task-context of past experience matters. Frontiers in psychology 2 (2011) 43.","DOI":"10.3389\/fpsyg.2011.00043"},{"key":"e_1_3_3_2_28_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-22668-2_19"},{"key":"e_1_3_3_2_29_2","doi-asserted-by":"publisher","unstructured":"J. Ma I. Liao K. Ma and J. Frazier. 2012. Living Liquid: Design and Evaluation of an Exploratory Visualization Tool for Museum Visitors. IEEE Transactions on Visualization and Computer Graphics 18 12 (2012) 2799\u20132808. 10.1109\/TVCG.2012.244","DOI":"10.1109\/TVCG.2012.244"},{"key":"e_1_3_3_2_30_2","doi-asserted-by":"publisher","unstructured":"Ellen\u00a0B. Mandinach and Edith\u00a0S. Gummer. 2013. A Systemic View of Implementing Data Literacy in Educator Preparation. Educational Researcher 42 1 (2013) 30\u201337. arXiv:https:\/\/doi.org\/10.3102\/0013189X1245980310.3102\/0013189X12459803","DOI":"10.3102\/0013189X12459803"},{"key":"e_1_3_3_2_31_2","doi-asserted-by":"crossref","unstructured":"Eric\u00a0M Meyers Ingrid Erickson and Ruth\u00a0V Small. 2013. Digital literacy and informal learning environments: an introduction. Learning media and technology 38 4 (2013) 355\u2013367.","DOI":"10.1080\/17439884.2013.783597"},{"key":"e_1_3_3_2_32_2","unstructured":"David Mintz. 2009. Technical assistance document for the reporting of daily air quality-the air quality index (AQI). Tech. Research Triangle Park US Environmental Protection Agency (2009)."},{"key":"e_1_3_3_2_33_2","doi-asserted-by":"publisher","unstructured":"Jimmy Moore Pascal Goffin Miriah Meyer Philip Lundrigan Neal Patwari Katherine Sward and Jason Wiese. 2018. Managing In-Home Environments through Sensing Annotating and Visualizing Air Quality Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 3 Article 128 (Sept. 2018) 28\u00a0pages. 10.1145\/3264938","DOI":"10.1145\/3264938"},{"key":"e_1_3_3_2_34_2","doi-asserted-by":"crossref","unstructured":"Vinh\u00a0T Nguyen Kwanghee Jung and Vibhuti Gupta. 2021. Examining data visualization pitfalls in scientific publications. Visual Computing for Industry Biomedicine and Art 4 1 (2021) 27.","DOI":"10.1186\/s42492-021-00092-y"},{"key":"e_1_3_3_2_35_2","volume-title":"Things that make us smart: defending human attributes in the age of the machine","author":"Norman Donald\u00a0A.","year":"1993","unstructured":"Donald\u00a0A. Norman. 1993. Things that make us smart: defending human attributes in the age of the machine. Addison-Wesley Longman Publishing Co., Inc., USA."},{"key":"e_1_3_3_2_36_2","unstructured":"National Oceanic and Atmospheric Administration. 2012. The Saffir-Simpson Hurricane Wind Scale. https:\/\/www.epa.gov\/sunsafety\/uv-index-1. Accessed: 2025-11-25."},{"key":"e_1_3_3_2_37_2","unstructured":"National Oceanic and Atmospheric Administration. 2024. What is the heat index?https:\/\/www.weather.gov\/ama\/heatindex. Accessed: 2025-11-25."},{"key":"e_1_3_3_2_38_2","volume-title":"Ambient air pollution: a global assessment of exposure and burden of disease","author":"Organization World\u00a0Health","year":"2016","unstructured":"World\u00a0Health Organization. 2016. Ambient air pollution: a global assessment of exposure and burden of disease. World Health Organization. 121 p. pages."},{"key":"e_1_3_3_2_39_2","volume-title":"The children\u2019s machine: Rethinking school in the age of the computer","author":"Papert Seymour","year":"1993","unstructured":"Seymour Papert. 1993. The children\u2019s machine: Rethinking school in the age of the computer. Basic Books, Inc."},{"key":"e_1_3_3_2_40_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-63186-3_10"},{"key":"e_1_3_3_2_41_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300474"},{"key":"e_1_3_3_2_42_2","doi-asserted-by":"publisher","unstructured":"Lars Perlmutt David Stieb and Kevin Cromar. 2017. Accuracy of quantification of risk using a single-pollutant Air Quality Index. Journal of Exposure Science and Environmental Epidemiology 27 1 (1 Jan 2017) 24\u201332. 10.1038\/jes.2015.43","DOI":"10.1038\/jes.2015.43"},{"key":"e_1_3_3_2_43_2","doi-asserted-by":"publisher","DOI":"10.4324\/9781315009650"},{"key":"e_1_3_3_2_44_2","doi-asserted-by":"crossref","unstructured":"Zachary Pousman John Stasko and Michael Mateas. 2007. Casual information visualization: Depictions of data in everyday life. IEEE transactions on visualization and computer graphics 13 6 (2007) 1145\u20131152.","DOI":"10.1109\/TVCG.2007.70541"},{"key":"e_1_3_3_2_45_2","unstructured":"Qualtrics. 2024. Qualtrics: Online Survey Software. https:\/\/www.qualtrics.com. Accessed: 2025-12-01."},{"key":"e_1_3_3_2_46_2","first-page":"256","volume-title":"International Conference of the Learning Sciences","author":"Quintana Chris","year":"2013","unstructured":"Chris Quintana, Joseph Krajcik, and Elliot Soloway. 2013. Exploring a structured definition for learner-centered design. In International Conference of the Learning Sciences. Psychology Press, 256\u2013263."},{"key":"e_1_3_3_2_47_2","doi-asserted-by":"publisher","DOI":"10.1145\/3706598.3714092"},{"key":"e_1_3_3_2_48_2","unstructured":"Jessica Roberts and Leilah Lyons. 2017. Scoring Qualitative Informal Learning Dialogue: The SQuILD Method for Measuring Museum Learning Talk. Philadelphia PA: International Society of the Learning Sciences."},{"key":"e_1_3_3_2_49_2","doi-asserted-by":"crossref","unstructured":"Jessica Roberts and Leilah Lyons. 2017. The value of learning talk: applying a novel dialogue scoring method to inform interaction design in an open-ended embodied museum exhibit. International Journal of Computer-Supported Collaborative Learning 12 4 (2017) 343\u2013376.","DOI":"10.1007\/s11412-017-9262-x"},{"key":"e_1_3_3_2_50_2","volume-title":"The participatory museum","author":"Simon Nina","year":"2010","unstructured":"Nina Simon. 2010. The participatory museum. Museum 2.0."},{"key":"e_1_3_3_2_51_2","doi-asserted-by":"crossref","unstructured":"Elliot Soloway Mark Guzdial and Kenneth\u00a0E Hay. 1994. Learner-centered design: The challenge for HCI in the 21st century. interactions 1 2 (1994) 36\u201348.","DOI":"10.1145\/174809.174813"},{"key":"e_1_3_3_2_52_2","doi-asserted-by":"publisher","DOI":"10.1145\/238386.238476"},{"key":"e_1_3_3_2_53_2","doi-asserted-by":"publisher","DOI":"10.1145\/1978942.1979252"},{"key":"e_1_3_3_2_54_2","doi-asserted-by":"crossref","unstructured":"Marcus Winter. 2018. Visitor perspectives on commenting in museums. Museum Management and Curatorship 33 5 (2018) 484\u2013505.","DOI":"10.1080\/09647775.2018.1496354"},{"key":"e_1_3_3_2_55_2","doi-asserted-by":"crossref","unstructured":"Annika Wolff Daniel Gooch Jose J\u00a0Cavero Montaner Umar Rashid and Gerd Kortuem. 2016. Creating an understanding of data literacy for a data-driven society. The Journal of Community Informatics 12 3 (2016).","DOI":"10.15353\/joci.v12i3.3275"},{"key":"e_1_3_3_2_56_2","doi-asserted-by":"publisher","unstructured":"Jung-Hun Woo Sang Lim Karpjoo Jeong HyungSeok Kim Jae-Jin Kim JongHyun Lee Junghee Kim Taehoon Lee Minh Le Rina Ryoo Suhyang Kim Hansoo Kim and Jee-In Kim. 2008. AirScope: A Micro-Scale Urban Air Quality Management System. 378\u2013379. 10.1109\/eScience.2008.125","DOI":"10.1109\/eScience.2008.125"},{"key":"e_1_3_3_2_57_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445743"},{"key":"e_1_3_3_2_58_2","doi-asserted-by":"publisher","unstructured":"C. Xiong L. Van Weelden and S. Franconeri. 2020. The Curse of Knowledge in Visual Data Communication. IEEE Transactions on Visualization and Computer Graphics 26 10 (2020) 3051\u20133062. 10.1109\/TVCG.2019.2917689","DOI":"10.1109\/TVCG.2019.2917689"},{"key":"e_1_3_3_2_59_2","doi-asserted-by":"publisher","unstructured":"Huan Xu Wei Zeng Bing Guo Philip\u00a0K. Hopke Xue Qiao Hyunok Choi Bin Luo Wei Zhang and Xing Zhao. 2020. Improved risk communications with a Bayesian multipollutant Air Quality Health Index. Science of The Total Environment 722 (2020) 137892. 10.1016\/j.scitotenv.2020.137892","DOI":"10.1016\/j.scitotenv.2020.137892"}],"event":{"name":"CHI 2026: CHI Conference on Human Factors in Computing Systems","location":"Barcelona Spain","acronym":"CHI '26","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3772318.3790975","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3772318.3790975","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T11:42:09Z","timestamp":1781005329000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3772318.3790975"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,13]]},"references-count":58,"alternative-id":["10.1145\/3772318.3790975","10.1145\/3772318"],"URL":"https:\/\/doi.org\/10.1145\/3772318.3790975","relation":{},"subject":[],"published":{"date-parts":[[2026,4,13]]},"assertion":[{"value":"2026-04-13","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}