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Reviews

The literature-review database. Every paper Bob has reviewed (he has read many more), with a short summary, key findings, and tags. Browse, filter, search.

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  • Understanding the Perspectives of Autistic Gamers through an Online Autistic Community and a Survey

    Sohyeon Park, Aehong Min, Anne Marie Piper, Gillian R. Hayes · 2026 · ACM Transactions on Accessible Computing

    This study investigates the gaming experiences and preferences of autistic people using a multi-method approach that combines analysis of Reddit posts from an autism-focused subreddit with a survey of 145 autistic adults. The research addresses a significant gap: while video…

    autism · video games · gaming accessibility · cognitive accessibility · sensory processing

  • Accessibility in Textile Crafting: A Critical Reflection on Making Technology, Disability, and Community

    Shanel Wu, Audrey Girouard · 2026 · ACM Transactions on Accessible Computing

    This paper examines what accessibility means in the context of textile crafting through a cross-sectional survey of 184 crafters with disabilities. The authors—both disabled/neurodivergent crafters and HCI researchers—adopt a critical participatory action research (CPAR)…

    textile crafts · crafting communities · online communities · accessibility · participatory action research

  • “I’ve Become More Myself”: Challenges and Benefits of Engaging with ADHD Short-Form Video Content and Communities

    Nathalie Alexandra Tcherdakoff, Anna L. Cox, Jon Bird, Paul Marshall · 2026 · ACM Transactions on Computer-Human Interaction

    This qualitative interview study explores how 32 adult ADHDers relate to ADHD-focused Short-Form Video Content (SFVC) on TikTok, Instagram Reels, and YouTube Shorts. The lead author — herself an ADHDer and SFVC user — uses reflexive thematic analysis grounded in feminist…

    ADHD · neurodivergence · neurodiversity · social media · online communities

  • Scaffolding Metacognition with GenAI: Exploring Design Opportunities to Support Task Management for University Students with ADHD

    Zihao Zhu, Junnan Yu, Yuhan Luo · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    This paper applies a metacognitive lens to academic task management for university students with ADHD, asking how Generative AI (GenAI) tools like ChatGPT, Gemini, and Claude could scaffold the awareness and regulation of one's own thinking processes that this population…

    ADHD · metacognition · generative AI · large language models · co-design

  • Like, Comment & Caption: A Decade of Social Media Video Caption Research (2015-2025)

    Huong Nguyen, Emma J. McDonnell, Lloyd May, Alexander Druzenko, Zoobia Saifullah Syeda, Mark Cartwright, Sooyeon Lee · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    This CHI 2026 paper is a systematic literature review of 36 peer-reviewed studies on Social Media Video Captions (SMVC) published between 2015 and 2025, spanning HCI, accessibility, media studies, education, and language learning. The authors use 'SMVC' as an umbrella for…

    captioning · captions · video accessibility · social media accessibility · Deaf and hard of hearing

  • Advancing Inclusive Digital Well-Being Tools: How Neurodivergent Students Use Distraction Blockers

    Marvel Chrismatheo Hariadi, Kevin Chow, Joanna McGrenere · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    This CHI 2026 paper asks whether digital distraction blockers — Apple Screen Time, Forest, Freedom, StayFocusd, and similar tools — actually serve the neurodivergent post-secondary students who are arguably their most marginal audience, or whether blocker design silently…

    neurodivergence · ADHD · autism spectrum disorder · generalized anxiety disorder · distraction blockers

  • Navigating Neurodivergence with AI Chatbots: Benefits, Tensions, and Implications for HCI

    Deepak Giri, Erin Brady, Megh Marathe · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    This CHI 2026 short paper presents a qualitative interview study of how neurodivergent adults use AI chatbots (primarily ChatGPT) in everyday life, and what tensions arise. The authors conducted 23 semi-structured, 50-minute Zoom interviews with participants recruited via…

    neurodivergence · AI chatbots · ADHD · autism · masking

  • Collaboration and Assistive Technology: Facilitating Joint Awareness for Noise Sensitivity

    Emani Hicks, Luc Rieffel, Ariya Gowda, Aehong Min, Gillian R Hayes · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    People with noise sensitivity (PWNS) - including those with misophonia, hyperacusis, and tinnitus, and overlapping strongly with the autistic community (estimated 45% prevalence) - experience everyday sounds as painful, distressing, or overwhelming. Existing supports are patchy:…

    noise sensitivity · misophonia · hyperacusis · sensory processing · autism

  • Sona: Towards Context-Aware, Real-Time Personalization of Acoustic Environments for Noise Sensitivity

    Jeremy Zhengqi Huang, Emani Hicks, Sidharth, Gillian R Hayes, Dhruv Jain · 2026 · Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems (CHI EA '26)

    Huang and colleagues (University of Michigan and UC Irvine) reframe acoustic accessibility for people with noise sensitivity as selective, user-steerable soundscape mediation rather than wholesale noise cancellation. The authors argue that current commercial tools - active noise…

    noise sensitivity · misophonia · hyperacusis · autism · neurodivergence

  • Demonstrating Consent Rings: Explicit Non-Verbal Consent Through Haptic Wearables as a Solution to Unwanted Sex Between Neurodivergent Partners

    Braeden Burger, Douglas Zytko · 2026 · Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems (CHI EA '26)

    Consent Rings is a pair of symmetric haptic Bluetooth ring wearables developed by three neurodivergent researchers as an accessibility-oriented alternative to verbal 'yes means yes' affirmative consent. The authors situate the work in evidence that neurodivergent people - those…

    neurodivergence · autism · ADHD · consent technology · haptic wearables

  • Executive Dysfunction by Design: A Cognitive Accessibility Analysis of AI Support vs. Healthcare Barriers

    Meredith Moore · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This first-person autoethnographic experience report examines the paradox of how generative AI tools have become effective assistive technology for executive dysfunction while healthcare systems designed to provide ADHD treatment actively undermine the cognitive functions they…

    executive dysfunction · cognitive accessibility · ADHD · generative AI · assistive technology

  • Beyond Individual Accommodations: The Collaborative Practices of ADHD Students in Post-Secondary Education

    Vitica X Arnold, Aehong Min, Clarisse Bonang, Sohyeon Park, Gillian R Hayes, Anne Marie Piper · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper examines how ADHD college students develop and share collaborative, community-based strategies to support their academic success, moving beyond the traditional focus on individual accommodations. The researchers analyzed discussions from a Reddit community…

    ADHD · neurodivergence · higher education · body doubling · co-presence

  • Understanding Human-AI Misalignment in LLM-Based Job-Seeking Support for Neurodivergent Users

    Kaely Hall, Marcus Ma, Xinyue Zhang, Vedant Das Swain, Jennifer G Kim · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

    This paper examines how misalignments manifest between neurodivergent job-seekers and a GPT-4-powered career support chatbot deployed by Mentra, a neuroinclusive employment platform with over 46,000 neurodivergent users. The researchers analysed 348 real-world chat logs from 271…

    neurodivergence · large language models · employment · AI alignment · autism

  • "It's like Goldilocks:" Bespoke Slides for Fluctuating Audience Access Needs

    Kelly Avery Mack, Kate S Glazko, Jamil Islam, Megan Hofmann, Jennifer Mankoff · 2024 · Proceedings of the 26th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2024)

    This paper challenges the assumption that a single "accessible" slide deck can serve all audience members by demonstrating that access needs related to presentations are bespoke (varying greatly between individuals) and fluctuating (changing for one person throughout the day…

    slide accessibility · presentation accessibility · customizable interfaces · fluctuating access needs · neurodivergence

  • "It Was Something I Naturally Found Worked and Heard About Later": An Investigation of Body Doubling with Neurodivergent Participants

    Tessa Eagle, Kathryn E. Ringland · 2024 · ACM Transactions on Accessible Computing

    This study investigates body doubling—using the presence of others to initiate, maintain focus on, or complete tasks—as a community-driven practice among neurodivergent individuals. The researchers conducted an online survey of 220 participants (193 identifying as…

    neurodivergence · ADHD · autism · executive function · task management

  • "You Can't Possibly Have ADHD": Exploring Validation and Tensions around Diagnosis within Unbounded ADHD Social Media Communities

    Tessa Eagle, Kathryn E. Ringland · 2023 · Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2023)

    This paper examines how ADHD communities on social media platforms — TikTok, Twitter, and Instagram — function as informal health communities that provide information, validation, and support to individuals at various stages of discovering and navigating ADHD diagnosis. The…

    ADHD · neurodivergence · social media · online health communities · digital mental health

  • Expressive Bodies Engaging with Embodied Disability Cultures for Collaborative Design Critiques

    Katta Spiel, Robin Angelini · 2022 · Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '22)

    This experience report explores how embodied approaches — using physical bodies to express critique rather than relying solely on spoken or signed language — can produce richer, more direct feedback when designing technologies with disabled communities. The authors, both based…

    disability culture · participatory design · crip methodologies · embodied critique · autism

  • MetaCogs: Mitigating Executive Dysfunction via Agent-based Modeling for Metacognitive Strategy Development

    Rua M. Williams, Kiana Alikhademi, Imani N. S. Munyaka, Juan E. Gilbert · 2022 · ACM Transactions on Accessible Computing

    This study presents MetaCogs, a virtual reality experience designed to teach metacognitive strategies for managing executive dysfunction. Rather than targeting autistic or ADHD individuals as populations needing "intervention," the research centers autistic experiences as a…

    executive function · metacognition · autism · ADHD · virtual reality

  • Adults with High-functioning Autism Process Web Pages With Similar Accuracy but Higher Cognitive Effort Compared to Controls

    Victoria Yaneva, Le An Ha, Sukru Eraslan, Yeliz Yesilada · 2019 · Proceedings of the 16th International Web for All Conference (W4A)

    This paper investigates the accuracy and efficiency with which adults with high-functioning autism process web pages compared to neurotypical controls, using eye-tracking to reveal hidden cognitive effort differences. The study addresses a critical gap: existing web…

    autism spectrum disorder · eye tracking · cognitive accessibility · web accessibility · neurodivergence

  • Detecting Autism Based on Eye-Tracking Data from Web Searching Tasks

    Victoria Yaneva, Le An Ha, Sukru Eraslan, Yeliz Yesilada, Ruslan Mitkov · 2018 · Proceedings of the 15th International Web for All Conference (W4A)

    This paper investigates whether eye-tracking data collected during everyday web tasks can be used to distinguish between people with and without autism, potentially enabling a low-cost, accessible screening approach. The study collected gaze data from 15 adults with clinically…

    autism · eye tracking · machine learning · web accessibility · cognitive accessibility

  • Do Web Users with Autism Experience Barriers When Searching for Information Within Web Pages?

    Sukru Eraslan, Victoria Yaneva, Yeliz Yesilada, Simon Harper · 2017 · Proceedings of the 14th International Web for All Conference (W4A)

    This paper provides empirical evidence that adults with high-functioning autism experience real barriers when searching for information on web pages, using eye tracking to reveal the underlying differences in visual attention patterns. The study employed a between-group…

    autism · eye tracking · web accessibility · cognitive accessibility · scanpath analysis

21 results.