What Do We Mean by "Accessibility Research"? A Literature Survey of Accessibility Papers in CHI and ASSETS from 1994 to 2019
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Abstract (arXiv)
Accessibility research has grown substantially in the past few decades, yet there has been no literature review of the field. To understand current and historical trends, we created and analyzed a dataset of accessibility papers appearing at CHI and ASSETS since ASSETS' founding in 1994. We qualitatively coded areas of focus and methodological decisions for the past 10 years (2010-2019, N=506 papers), and analyzed paper counts and keywords over the full 26 years (N=836 papers). Our findings highlight areas that have received disproportionate attention and those that are underserved--for example, over 43% of papers in the past 10 years are on accessibility for blind and low vision people. We also capture common study characteristics, such as the roles of disabled and nondisabled participants as well as sample sizes (e.g., a median of 13 for participant groups with disabilities and older adults). We close by critically reflecting on gaps in the literature and offering guidance for future work in the field.
Key facts. Cited by 14 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 Jan 2021.
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Citing papers per year: 2022: 2; 2023: 1; 2024: 1; 2025: 3; 2026: 7.
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- 2023ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languagescited by 33
- 2024Systemic Biases in Sign Language AI Research: A Deaf-Led Call to Reevaluate Research Agendascited by 19
- 2025Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Reviewcited by 16
- 2022Data Representativeness in Accessibility Datasets: A Meta-Analysiscited by 6
- 2026Cheap Code, Costly Judgment: A Case Study on Governable Agentic Software Engineeringcited by 2
- 2022Towards Optimizing OCR for Accessibilitycited by 1
- 2025PoSh: Using Scene Graphs To Guide LLMs-as-a-Judge For Detailed Image Descriptionscited by 1
- 2026Three Modalities, Two Design Probes, One Prototype, and No Vision: Experience-Based Co-Design of a Multi-modal 3D Data Visualization Toolcited by 1
- 2025Dynamik: Syntactically-Driven Dynamic Font Sizing for Emphasis of Key Informationcited by 0
- 2026Exploring Implicit Perspectives on Autism in Large Language Models Through Multi-Agent Simulationscited by 0
- 2026Unheard in the Digital Age: Rethinking AI Bias and Speech Diversitycited by 0
- 2026Toward Scalable Audio Description Quality Control: A Workflow for Evaluating Human and VLM Raterscited by 0
- 2026What We Know about Responsible AI Practices in Industry: A Half Decade of Empirical Research11 Aug 2026
- 2026Cheap Code, Costly Judgment: A Case Study on Governable Agentic Software Engineering1 Jul 2026
- 2026Three Modalities, Two Design Probes, One Prototype, and No Vision: Experience-Based Co-Design of a Multi-modal 3D Data Visualization Tool10 Apr 2026
- 2026What Do We Mean by 'Pilot Study': Early Findings from a Meta-Review of Pilot Study Reporting at CHI13 Feb 2026
- 2026Toward Scalable Audio Description Quality Control: A Workflow for Evaluating Human and VLM Raters1 Feb 2026
- 2026Unheard in the Digital Age: Rethinking AI Bias and Speech Diversity26 Jan 2026
- 2026Exploring Implicit Perspectives on Autism in Large Language Models Through Multi-Agent Simulations21 Jan 2026
- 2025PoSh: Using Scene Graphs To Guide LLMs-as-a-Judge For Detailed Image Descriptions21 Oct 2025
- 2025Dynamik: Syntactically-Driven Dynamic Font Sizing for Emphasis of Key Information13 Apr 2025
- 2025Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review22 Jan 2025
- 2024Systemic Biases in Sign Language AI Research: A Deaf-Led Call to Reevaluate Research Agendas5 Mar 2024
- 2023ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages17 May 2023
2 more
- 2022Data Representativeness in Accessibility Datasets: A Meta-Analysis16 Jul 2022
- 2022Towards Optimizing OCR for Accessibility21 Jun 2022
- 2023ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languagescited by 33
- 2024Systemic Biases in Sign Language AI Research: A Deaf-Led Call to Reevaluate Research Agendascited by 19
- 2025Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Reviewcited by 16
- 2022Data Representativeness in Accessibility Datasets: A Meta-Analysiscited by 6
- 2022Towards Optimizing OCR for Accessibilitycited by 1
- 2026Three Modalities, Two Design Probes, One Prototype, and No Vision: Experience-Based Co-Design of a Multi-modal 3D Data Visualization Toolcited by 1
- 2025Dynamik: Syntactically-Driven Dynamic Font Sizing for Emphasis of Key Informationcited by 0
- 2026Unheard in the Digital Age: Rethinking AI Bias and Speech Diversitycited by 0
- 2026Toward Scalable Audio Description Quality Control: A Workflow for Evaluating Human and VLM Raterscited by 0
- 2026What Do We Mean by 'Pilot Study': Early Findings from a Meta-Review of Pilot Study Reporting at CHIcited by 0
- 2026What We Know about Responsible AI Practices in Industry: A Half Decade of Empirical Researchcited by 0
- 2026What We Know about Responsible AI Practices in Industry: A Half Decade of Empirical Research11 Aug 2026
- 2026Three Modalities, Two Design Probes, One Prototype, and No Vision: Experience-Based Co-Design of a Multi-modal 3D Data Visualization Tool10 Apr 2026
- 2026What Do We Mean by 'Pilot Study': Early Findings from a Meta-Review of Pilot Study Reporting at CHI13 Feb 2026
- 2026Toward Scalable Audio Description Quality Control: A Workflow for Evaluating Human and VLM Raters1 Feb 2026
- 2026Unheard in the Digital Age: Rethinking AI Bias and Speech Diversity26 Jan 2026
- 2025Dynamik: Syntactically-Driven Dynamic Font Sizing for Emphasis of Key Information13 Apr 2025
- 2025Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review22 Jan 2025
- 2024Systemic Biases in Sign Language AI Research: A Deaf-Led Call to Reevaluate Research Agendas5 Mar 2024
- 2023ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages17 May 2023
- 2022Data Representativeness in Accessibility Datasets: A Meta-Analysis16 Jul 2022
- 2022Towards Optimizing OCR for Accessibility21 Jun 2022