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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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  • “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

  • Synergy of Artificial Intelligence and Extended Reality in Patient-focused Health and Well-Being Applications—A Systematic Review

    Tim Schwirtlich, Cheolmin Matthew Lee, Molly Beestrum, David C. Mohr · 2026 · ACM Transactions on Computing for Healthcare

    This systematic review, conducted by researchers at Northwestern University's Feinberg School of Medicine, maps the landscape of applications that combine artificial intelligence and extended reality (XR) for direct patient health and well-being outcomes. The review follows…

    extended reality · artificial intelligence · rehabilitation · mental health · accessibility

  • Designing Socially Assistive Robots for Perinatal Depression Screening: Insights and Ethical Considerations from Two Exploratory Studies

    Mengyu Zhong, Lux Miranda, Fotios C. Papadopoulos, Katie Winkle, Alkistis Skalkidou, Ginevra Castellano · 2026 · ACM Transactions on Human-Robot Interaction

    This paper reports two exploratory studies investigating the use of Socially Assistive Robots (SARs) for Perinatal Depression (PND) screening. PND affects up to 10% of individuals during pregnancy or postpartum, yet 50% of antenatal depression cases and 69% of PND cases go…

    socially assistive robots · mental health · perinatal depression · participatory design · human-robot interaction

  • Mapping Caregiver Needs to AI Chatbot Design: Strengths and Gaps in Mental Health Support for Alzheimer's and Dementia Caregivers

    Jiayue Melissa Shi, Dong Whi Yoo, Keran Wang, Violeta J. Rodriguez, Ravi Karkar, Koustuv Saha · 2026 · ACM Transactions on Computing for Healthcare

    Family caregivers of individuals with Alzheimer's Disease and Related Dementias (AD/ADRD) face significant mental health challenges — including stress, anxiety, depression, compassion fatigue, anticipatory grief, and burnout — yet have limited access to timely, affordable…

    AI chatbots · dementia caregiving · mental health · caregiver wellbeing · conversational AI

  • Co-designing MESA-Bot: Enhancing Accessibility, Privacy, Security, and Trust in a Mental Health Chatbot for Older Adults

    Aishwarya Umeshkumar Surani, Sanchari Das · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    Surani and Das address the gap between accessibility design and privacy-and-security engineering in mental health chatbots for older adults, a population nearly a billion strong worldwide for whom cost, stigma, wait times, and digital-literacy barriers limit access to…

    older adults · mental health · chatbot · co-design · privacy

  • Designing a Generative AI-Assisted Music Psychotherapy Tool for Deaf and Hard-of-Hearing Individuals

    Youjin Choi, JaeYoung Moon, JinYoung Yoo, Jennifer G. Kim, Jin-Hyuk Hong · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    Choi and colleagues designed, built, and evaluated a generative-AI music psychotherapy tool co-designed with licensed Korean music therapists for deaf and hard-of-hearing (DHH) users. The work is motivated by the observation that music psychotherapy — which uses songwriting,…

    music therapy · deaf accessibility · DHH · generative AI · conversational agent

  • From Daily Song to Daily Self: Supporting Emotional Growth of Deaf and Hard-of-Hearing Individuals through Generative AI Songwriting

    Youjin Choi, JinYoung Yoo, JaeYoung Moon, Yoonjae Kim, Eun Young Lee, Jennifer G Kim, Jin-Hyuk Hong · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    This CHI 2026 paper introduces SoulNote, a generative-AI songwriting system designed to support sustained emotional growth for Deaf and Hard-of-Hearing (DHH) individuals through music-based journaling. The authors argue that prior music-GenAI accessibility work has focused on…

    Generative AI · Deaf and Hard of Hearing · songwriting · mental health · music accessibility

  • VR Calm Plus: Coupling a Squeezable Tangible Interaction with Immersive VR for Stress Regulation

    He Zhang, Xinyang Li, Xingyu Zhou, Xinyi Fu · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    Zhang and colleagues build and evaluate VR Calm Plus, a VR stress-regulation system that pairs an immersive Meta Quest 3 experience with a squeezable plush toy instrumented with two force-sensitive resistors (FSRs) and a wireless biosensing wristband measuring…

    virtual reality · stress management · haptics · affective haptics · tangible interaction

  • 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

  • Reassurance Robots: OCD in the Age of Generative AI

    Grace Barkhuff · 2026 · Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems (CHI EA ’26)

    This CHI 2026 Extended Abstracts paper by Grace Barkhuff (Georgia Tech) is an exploratory qualitative study of how generative AI tools, particularly ChatGPT, are reshaping the lived experience of Obsessive-Compulsive Disorder (OCD). OCD is a mental health disorder characterized…

    OCD · Obsessive-Compulsive Disorder · generative AI · ChatGPT · mental health

10 results.