---
title: "CHI Conference on Human Factors in Computing Systems 2021"
description: "All 745 papers of CHI Conference on Human Factors in Computing Systems 2021 · page 1 of 8, the most cited first; those with our summary…"
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# CHI Conference on Human Factors in Computing Systems 2021: all accepted papers

745 papers · page 1 of 8 · the most cited first · [← CHI Conference on Human Factors in Computing Systems 2021](https://md.research.elamur.ai/free/en/venues/chi-conference-on-human-factors-in-computing-systems/2021/)

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1. **[“Everyone wants to do the model work, not the data work”: Data Cascades in High-Stakes AI ↗](https://doi.org/10.1145/3411764.3445518)**Nithya Sambasivan, Shivani Kapania, Hannah Highfill et al.*733 citations*
2. **[Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance ↗](https://doi.org/10.1145/3411764.3445717)**Gagan Bansal, Tongshuang Wu, Joyce Zhou et al.*717 citations*
3. **[Manipulating and Measuring Model Interpretability ↗](https://doi.org/10.1145/3411764.3445315)**Forough Poursabzi-Sangdeh, Daniel G. Goldstein, Jake M. Hofman et al.*657 citations*
4. **[Expanding Explainability: Towards Social Transparency in AI systems ↗](https://doi.org/10.1145/3411764.3445188)**Upol Ehsan, Q. Vera Liao, Michael J. Muller et al.*504 citations*
5. **[What Makes a Dark Pattern... Dark? ↗](https://doi.org/10.1145/3411764.3445610)**Arunesh Mathur, Mihir Kshirsagar, Jonathan R. Mayer*331 citations*
6. **[How WEIRD is CHI? ↗](https://doi.org/10.1145/3411764.3445488)**Sebastian Linxen, Christian Sturm, Florian Brühlmann et al.*254 citations*
7. **[Don’t You Know That You’re Toxic: Normalization of Toxicity in Online Gaming ↗](https://doi.org/10.1145/3411764.3445157)**Nicole A. Beres, Julian Frommel, Elizabeth Reid et al.*231 citations*
8. **[Grand Challenges in Immersive Analytics ↗](https://doi.org/10.1145/3411764.3446866)**Barrett M. Ens, Benjamin Bach, Maxime Cordeil et al.*218 citations*
9. **[“Brilliant AI Doctor” in Rural Clinics: Challenges in AI-Powered Clinical Decision Support System Deployment ↗](https://doi.org/10.1145/3411764.3445432)**Dakuo Wang, Liuping Wang, Zhan Zhang et al.*201 citations*
10. **[Engaging Teachers to Co-Design Integrated AI Curriculum for K-12 Classrooms ↗](https://doi.org/10.1145/3411764.3445377)**Phoebe Lin, Jessica Van Brummelen*189 citations*
11. **[How the Design of YouTube Influences User Sense of Agency ↗](https://doi.org/10.1145/3411764.3445467)**Kai Lukoff, Ulrik Lyngs, Himanshu Zade et al.*179 citations*
12. **[Dark Patterns and the Legal Requirements of Consent Banners: An Interaction Criticism Perspective ↗](https://doi.org/10.1145/3411764.3445779)**Colin M. Gray, Cristiana Teixeira Santos, Nataliia Bielova et al.*176 citations*
13. **[Eliciting Tech Futures Among Black Young Adults: A Case Study of Remote Speculative Co-Design ↗](https://doi.org/10.1145/3411764.3445723)**Christina Harrington, Tawanna R. Dillahunt*169 citations*
14. **[Designing AI for Trust and Collaboration in Time-Constrained Medical Decisions: A Sociotechnical Lens ↗](https://doi.org/10.1145/3411764.3445385)**Maia L. Jacobs, Jeffrey He, Melanie F. Pradier et al.*168 citations*
15. **[The Psychological Well-Being of Content Moderators ↗](https://doi.org/10.1145/3411764.3445092)**Miriah E. Steiger, Timir Bharucha, Sukrit Venkatagiri et al.*166 citations*
16. **[Heuristic Evaluation of Conversational Agents ↗](https://doi.org/10.1145/3411764.3445312)**Raina Langevin, Ross J. Lordon, Thi Avrahami et al.*159 citations*
17. **[When the Social Becomes Non-Human: Young People's Perception of Social Support in Chatbots ↗](https://doi.org/10.1145/3411764.3445318)**Petter Bae Brandtzæg, Marita Bjaaland Skjuve, Kim Kristoffer Dysthe et al.*153 citations*
18. **[A Decade of Sustainable HCI ↗](https://doi.org/10.1145/3411764.3445069)**Lon Åke Erni Johannes Hansson, Teresa Cerratto Pargman, Daniel Sapiens Pargman*148 citations*
19. **[Screen Recognition: Creating Accessibility Metadata for Mobile Applications from Pixels ↗](https://doi.org/10.1145/3411764.3445186)**Xiaoyi Zhang, Lilian de Greef, Amanda Swearngin et al.*144 citations*
20. **[ARTEMIS: A Collaborative Mixed-Reality System for Immersive Surgical Telementoring ↗](https://doi.org/10.1145/3411764.3445576)**Danilo Gasques, Janet G. Johnson, Tommy Sharkey et al.*143 citations*
21. **[FashionQ: An AI-Driven Creativity Support Tool for Facilitating Ideation in Fashion Design ↗](https://doi.org/10.1145/3411764.3445093)**Youngseung Jeon, Seungwan Jin, Patrick C. Shih et al.*142 citations*
22. **[Tracing Conceptions of the Body in HCI: From User to More-Than-Human ↗](https://doi.org/10.1145/3411764.3445656)**Sarah Homewood, Marika Hedemyr, Maja Fagerberg Ranten et al.*142 citations*
23. **[Viral Visualizations: How Coronavirus Skeptics Use Orthodox Data Practices to Promote Unorthodox Science Online ↗](https://doi.org/10.1145/3411764.3445211)**Crystal Lee, Tanya Yang, Gabrielle D Inchoco et al.*140 citations*
24. **[Watching Myself Watching Birds ↗](https://doi.org/10.1145/3411764.3445329)**Heidi R. Biggs, Jeffrey Bardzell, Shaowen Bardzell*140 citations*
25. **[XRgonomics: Facilitating the Creation of Ergonomic 3D Interfaces ↗](https://doi.org/10.1145/3411764.3445349)**João Marcelo Evangelista Belo, Anna Maria Feit, Tiare Feuchtner et al.*138 citations*
26. **[Large Scale Analysis of Multitasking Behavior During Remote Meetings ↗](https://doi.org/10.1145/3411764.3445243)**Hancheng Cao, Chia-Jung Lee, Shamsi Iqbal et al.*137 citations*
27. **[Extended Reality (XR) Remote Research: a Survey of Drawbacks and Opportunities ↗](https://doi.org/10.1145/3411764.3445170)**Jack Ratcliffe, Francesco Soave, Nick Bryan-Kinns et al.*135 citations*
28. **[More Kawaii than a Real-Person Live Streamer: Understanding How the Otaku Community Engages with and Perceives Virtual YouTubers ↗](https://doi.org/10.1145/3411764.3445660)**Zhicong Lu, Chenxinran Shen, Jiannan Li et al.*135 citations*
29. **[Who Is Included in Human Perceptions of AI?: Trust and Perceived Fairness around Healthcare AI and Cultural Mistrust ↗](https://doi.org/10.1145/3411764.3445570)**Min Kyung Lee, Katherine Russell Rich*134 citations*
30. **[AI as Social Glue: Uncovering the Roles of Deep Generative AI during Social Music Composition ↗](https://doi.org/10.1145/3411764.3445219)**Minhyang Suh, Emily Youngblom, Michael A. Terry et al.*133 citations*
31. **[Current Practices, Challenges, and Design Implications for Collaborative AR/VR Application Development ↗](https://doi.org/10.1145/3411764.3445335)**Veronika Krauß, Alexander Boden, Leif Oppermann et al.*130 citations*
32. **[A Human-AI Collaborative Approach for Clinical Decision Making on Rehabilitation Assessment ↗](https://doi.org/10.1145/3411764.3445472)**Min Hun Lee, Daniel P. Siewiorek, Asim Smailagic et al.*129 citations*
33. **[The Show Must Go On: ↗](https://doi.org/10.1145/3411764.3445715)**Kung Jin Lee, Wendy Roldan, Tian Qi Zhu et al.*127 citations*
34. **[Locomotion Vault: the Extra Mile in Analyzing VR Locomotion Techniques ↗](https://doi.org/10.1145/3411764.3445319)**Massimiliano Di Luca, Hasti Seifi, Simon Egan et al.*126 citations*
35. **[Machine Learning Uncertainty as a Design Material: A Post-Phenomenological Inquiry ↗](https://doi.org/10.1145/3411764.3445481)**Jesse Josua Benjamin, Arne Berger, Nick Merrill et al.*126 citations*
36. **[“It’s Complicated”: Negotiating Accessibility and (Mis)Representation in Image Descriptions of Race, Gender, and Disability ↗](https://doi.org/10.1145/3411764.3445498)**Cynthia L. Bennett, Cole Gleason, Morgan Klaus Scheuerman et al.*125 citations*
37. **[ArgueTutor: An Adaptive Dialog-Based Learning System for Argumentation Skills ↗](https://doi.org/10.1145/3411764.3445781)**Thiemo Wambsganß, Tobias Kueng, Matthias Söllner et al.*124 citations*
38. **[The Landscape and Gaps in Open Source Fairness Toolkits ↗](https://doi.org/10.1145/3411764.3445261)**Michelle Seng Ah Lee, Jat Singh*123 citations*
39. **[Human Reliance on Machine Learning Models When Performance Feedback is Limited: Heuristics and Risks ↗](https://doi.org/10.1145/3411764.3445562)**Zhuoran Lu, Ming Yin*122 citations*
40. **[MIRIA: A Mixed Reality Toolkit for the In-Situ Visualization and Analysis of Spatio-Temporal Interaction Data ↗](https://doi.org/10.1145/3411764.3445651)**Wolfgang Büschel, Anke Lehmann, Raimund Dachselt*117 citations*
41. **[Technology Adoption and Learning Preferences for Older Adults: ↗](https://doi.org/10.1145/3411764.3445702)**Carolyn Pang, Zhiqin Collin Wang, Joanna McGrenere et al.*117 citations*
42. **[Towards Mutual Theory of Mind in Human-AI Interaction: How Language Reflects What Students Perceive About a Virtual Teaching Assistant ↗](https://doi.org/10.1145/3411764.3445645)**Qiaosi Wang, Koustuv Saha, Eric Gregori et al.*117 citations*
43. **[Gaze-Supported 3D Object Manipulation in Virtual Reality ↗](https://doi.org/10.1145/3411764.3445343)**Difeng Yu, Xueshi Lu, Rongkai Shi et al.*116 citations*
44. **[Human-AI Interaction in Human Resource Management: Understanding Why Employees Resist Algorithmic Evaluation at Workplaces and How to Mitigate Burdens ↗](https://doi.org/10.1145/3411764.3445304)**Hyanghee Park, Daehwan Ahn, Kartik Hosanagar et al.*116 citations*
45. **[Vid2Doppler: Synthesizing Doppler Radar Data from Videos for Training Privacy-Preserving Activity Recognition ↗](https://doi.org/10.1145/3411764.3445138)**Karan Ahuja, Yue Jiang, Mayank Goel et al.*116 citations*
46. **[Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs ↗](https://doi.org/10.1145/3411764.3445088)**Harini Suresh, Steven R. Gomez, Kevin Nam et al.*115 citations*
47. **[How to Evaluate Object Selection and Manipulation in VR? Guidelines from 20 Years of Studies ↗](https://doi.org/10.1145/3411764.3445193)**Joanna Bergström, Tor-Salve Dalsgaard, Jason Alexander et al.*115 citations*
48. **[A Design Space for Privacy Choices: Towards Meaningful Privacy Control in the Internet of Things ↗](https://doi.org/10.1145/3411764.3445148)**Yuanyuan Feng, Yaxing Yao, Norman Sadeh*113 citations*
49. **[Getting Ourselves Together: Data-centered participatory design research & epistemic burden ↗](https://doi.org/10.1145/3411764.3445103)**Jennifer Pierre, Roderic N. Crooks, Morgan E. Currie et al.*112 citations*
50. **[Unmaking: Enabling and Celebrating the Creative Material of Failure, Destruction, Decay, and Deformation ↗](https://doi.org/10.1145/3411764.3445529)**Katherine Wei Song, Eric Paulos*109 citations*
51. **[A Critical Examination of Virtual Reality Technology in the Context of the Minority Body ↗](https://doi.org/10.1145/3411764.3445196)**Kathrin Gerling, Katta Spiel*108 citations*
52. **[MARVIS: Combining Mobile Devices and Augmented Reality for Visual Data Analysis ↗](https://doi.org/10.1145/3411764.3445593)**Ricardo Langner, Marc Satkowski, Wolfgang Büschel et al.*108 citations*
53. **[Privacy Norms for Smart Home Personal Assistants ↗](https://doi.org/10.1145/3411764.3445122)**Noura Abdi, Xiao Zhan, Kopo M. Ramokapane et al.*106 citations*
54. **[RadarNet: Efficient Gesture Recognition Technique Utilizing a Miniature Radar Sensor ↗](https://doi.org/10.1145/3411764.3445367)**Eiji Hayashi, Jaime Lien, Nicholas Edward Gillian et al.*106 citations*
55. **[The Impact of Multiple Parallel Phrase Suggestions on Email Input and Composition Behaviour of Native and Non-Native English Writers](https://md.research.elamur.ai/free/en/papers/buschek-2021-impact-multiple-parallel-phrase-suggestions/)**Daniel Buschek, Martin Zürn, Malin Eiband*106 citations · our summary*
56. **[Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows ↗](https://doi.org/10.1145/3411764.3445306)**Doris Xin, Eva Yiwei Wu, Doris Jung‐Lin Lee et al.*105 citations*
57. **[Designing Menstrual Technologies with Adolescents ↗](https://doi.org/10.1145/3411764.3445471)**Marie Louise Juul Søndergaard, Marianela Ciolfi Felice, Madeline Balaam*104 citations*
58. **[Perverse Downstream Consequences of Debunking: Being Corrected by Another User for Posting False Political News Increases Subsequent Sharing of Low Quality, Partisan, and Toxic Content in a Twitter Field Experiment ↗](https://doi.org/10.1145/3411764.3445642)**Mohsen Mosleh, Cameron Martel, Dean Eckles et al.*104 citations*
59. **[Touchscreen Typing As Optimal Supervisory Control ↗](https://doi.org/10.1145/3411764.3445483)**Jussi Jokinen, Aditya Acharya, Muhammad Uzair et al.*104 citations*
60. **[Empowering Dyads of Older Adults With Mild Cognitive Impairment And Their Care Partners Using Conversational Agents ↗](https://doi.org/10.1145/3411764.3445124)**Tamara Zubatiy, Kayci L. Vickers, Niharika Mathur et al.*102 citations*
61. **[Proxemics and Social Interactions in an Instrumented Virtual Reality Workshop ↗](https://doi.org/10.1145/3411764.3445729)**Julie Williamson, Jingjie Li, Vinoba Vinayagamoorthy et al.*102 citations*
62. **[Yes: Affirmative Consent as a Theoretical Framework for Understanding and Imagining Social Platforms ↗](https://doi.org/10.1145/3411764.3445778)**Jane Im, Jill P. Dimond, Melody Berton et al.*101 citations*
63. **[KnitUI: Fabricating Interactive and Sensing Textiles with Machine Knitting ↗](https://doi.org/10.1145/3411764.3445780)**Yiyue Luo, Kui Wu, Tomás Palacios et al.*100 citations*
64. **[Effects of Semantic Segmentation Visualization on Trust, Situation Awareness, and Cognitive Load in Highly Automated Vehicles ↗](https://doi.org/10.1145/3411764.3445351)**Mark Colley, Benjamin Eder, Jan Ole Rixen et al.*99 citations*
65. **[The Disagreement Deconvolution: Bringing Machine Learning Performance Metrics In Line With Reality ↗](https://doi.org/10.1145/3411764.3445423)**Mitchell Gordon, Kaitlyn Zhou, Kayur Patel et al.*99 citations*
66. **[A Taxonomy of Vulnerable Road Users for HCI Based On A Systematic Literature Review ↗](https://doi.org/10.1145/3411764.3445480)**Kai Holländer, Mark Colley, Enrico Rukzio et al.*98 citations*
67. **[Data-Centric Explanations: Explaining Training Data of Machine Learning Systems to Promote Transparency ↗](https://doi.org/10.1145/3411764.3445736)**Ariful Islam Anik, Andrea Bunt*98 citations*
68. **[VINS: Visual Search for Mobile User Interface Design ↗](https://doi.org/10.1145/3411764.3445762)**Sara Bunian, Kai Li, Chaima Jemmali et al.*98 citations*
69. **[AdapTutAR: An Adaptive Tutoring System for Machine Tasks in Augmented Reality ↗](https://doi.org/10.1145/3411764.3445283)**Gaoping Huang, Xun Qian, Tianyi Wang et al.*95 citations*
70. **[Avatar-Mediated Communication in Social VR: An In-depth Exploration of Older Adult Interaction in an Emerging Communication Platform ↗](https://doi.org/10.1145/3411764.3445752)**Steven Baker, Jenny Waycott, Romina Carrasco et al.*95 citations*
71. **[Understanding User Identification in Virtual Reality Through Behavioral Biometrics and the Effect of Body Normalization ↗](https://doi.org/10.1145/3411764.3445528)**Jonathan Liebers, Mark Abdelaziz, Lukas Mecke et al.*94 citations*
72. **[Adapting User Interfaces with Model-based Reinforcement Learning ↗](https://doi.org/10.1145/3411764.3445497)**Kashyap Todi, Gilles Bailly, Luis A. Leiva et al.*93 citations*
73. **[Effects of Emotion and Agency on Presence in Virtual Reality ↗](https://doi.org/10.1145/3411764.3445588)**Crescent Jicol, Chun Hin Wan, Benjamin Doling et al.*91 citations*
74. **[“It cannot do all of my work”: Community Health Worker Perceptions of AI-Enabled Mobile Health Applications in Rural India ↗](https://doi.org/10.1145/3411764.3445420)**Chinasa T. Okolo, Srujana Kamath, Nicola Lee Dell et al.*90 citations*
75. **[Augmenting Scientific Papers with Just-in-Time, Position-Sensitive Definitions of Terms and Symbols ↗](https://doi.org/10.1145/3411764.3445648)**Andrew Head, Kyle Lo, Dongyeop Kang et al.*88 citations*
76. **[STREAM: Exploring the Combination of Spatially-Aware Tablets with Augmented Reality Head-Mounted Displays for Immersive Analytics ↗](https://doi.org/10.1145/3411764.3445298)**Sebastian Hubenschmid, Johannes Zagermann, Simon Butscher et al.*88 citations*
77. **[What Matters in Professional Drone Pilots’ Practice? An Interview Study to Understand the Complexity of Their Work and Inform Human-Drone Interaction Research ↗](https://doi.org/10.1145/3411764.3445737)**Sara Ljungblad, Yemao Man, Mehmet Aydın Baytaş et al.*88 citations*
78. **[Caring for Intimate Data in Fertility Technologies ↗](https://doi.org/10.1145/3411764.3445132)**Maryam Mehrnezhad, Teresa Almeida*87 citations*
79. **[Toward Automatic Audio Description Generation for Accessible Videos ↗](https://doi.org/10.1145/3411764.3445347)**Yujia Wang, Wei Ge Liang, Haikun Huang et al.*86 citations*
80. **[DeepTake: Prediction of Driver Takeover Behavior using Multimodal Data ↗](https://doi.org/10.1145/3411764.3445563)**Erfan Pakdamanian, Shili Sheng, Sonia Baee et al.*85 citations*
81. **[Flag and Flaggability in Automated Moderation ↗](https://doi.org/10.1145/3411764.3445279)**Yubo Kou, Xinning Gui*85 citations*
82. **[Creepy Technology:What Is It and How Do You Measure It? ↗](https://doi.org/10.1145/3411764.3445299)**Paweł W. Woźniak, Jakob Karolus, Florian Lang et al.*84 citations*
83. **[Ninja Hands: Using Many Hands to Improve Target Selection in VR ↗](https://doi.org/10.1145/3411764.3445759)**Jonas Schjerlund, Kasper Hornbæk, Joanna Bergström*84 citations*
84. **[Unpacking “Boardgames with Apps”: The Hybrid Digital Boardgame Model ↗](https://doi.org/10.1145/3411764.3445077)**Melissa J. Rogerson, Lucy A. Sparrow, Martin Gibbs*84 citations*
85. **[A Meta-Analysis of Human Personality and Robot Acceptance in Human-Robot Interaction ↗](https://doi.org/10.1145/3411764.3445542)**Connor T. Esterwood, Kyle Essenmacher, Han Yang et al.*83 citations*
86. **[Effect of Information Presentation on Fairness Perceptions of Machine Learning Predictors ↗](https://doi.org/10.1145/3411764.3445365)**Niels van Berkel, Jorge Gonçalves, Daniel Russo et al.*83 citations*
87. **[Vinci: An Intelligent Graphic Design System for Generating Advertising Posters ↗](https://doi.org/10.1145/3411764.3445117)**Shunan Guo, Zhuochen Jin, Fuling Sun et al.*83 citations*
88. **[Online Transgender Health Information Seeking: Facilitators, Barriers, and Future Directions ↗](https://doi.org/10.1145/3411764.3445091)**Laima Augustaitis, Leland Merrill, Kristi E. Gamarel et al.*82 citations*
89. **[Towards an Understanding of Situated AR Visualization for Basketball Free-Throw Training ↗](https://doi.org/10.1145/3411764.3445649)**Tica Lin, Rishi P. Singh, Yalong Yang et al.*82 citations*
90. **[AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations ↗](https://doi.org/10.1145/3411764.3445235)**Prasanth Murali, Javier Hernandez, Daniel McDuff et al.*81 citations*
91. **[Designing Conversational Agents: A Self-Determination Theory Approach ↗](https://doi.org/10.1145/3411764.3445445)**Xi Yang, Marco Aurisicchio*81 citations*
92. **[ThermoCaress: A Wearable Haptic Device with Illusory Moving Thermal Stimulation ↗](https://doi.org/10.1145/3411764.3445777)**Yuhu Liu, Satoshi Nishikawa, Young ah Seong et al.*81 citations*
93. **[You’re Making Me Sick ↗](https://doi.org/10.1145/3411764.3445701)**Cayley MacArthur, Arielle Grinberg, Daniel Harley et al.*81 citations*
94. **[To Live in Their Utopia: Why Algorithmic Systems Create Absurd Outcomes ↗](https://doi.org/10.1145/3411764.3445740)**Ali Alkhatib*80 citations*
95. **[Designing Ground Truth and the Social Life of Labels ↗](https://doi.org/10.1145/3411764.3445402)**Michael J. Muller, Christine T. Wolf, Josh Andrés et al.*78 citations*
96. **[MetaMap: Supporting Visual Metaphor Ideation through Multi-dimensional Example-based Exploration ↗](https://doi.org/10.1145/3411764.3445325)**Youwen Kang, Zhida Sun, Sitong Wang et al.*78 citations*
97. **[Exploring and Promoting Diagnostic Transparency and Explainability in Online Symptom Checkers ↗](https://doi.org/10.1145/3411764.3445101)**Chun-Hua Tsai, Yue You, Xinning Gui et al.*77 citations*
98. **[Seeing is Believing: Exploring Perceptual Differences in DeepFake Videos ↗](https://doi.org/10.1145/3411764.3445699)**Rashid Tahir, Brishna Batool, Hira Jamshed et al.*77 citations*
99. **[What Makes Videos Accessible to Blind and Visually Impaired People? ↗](https://doi.org/10.1145/3411764.3445233)**Xingyu Liu, Patrick Carrington, Xiang 'Anthony' Chen et al.*77 citations*
100. **[Digital Design Marginalization: New Perspectives on Designing Inclusive Interfaces ↗](https://doi.org/10.1145/3411764.3445180)**Jaisie Sin, Rachel L. Franz, Cosmin Munteanu et al.*76 citations*

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