Accessibility worsens for blind and low-vision readers of academic PDFs
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Documented evidence shows declining accessibility in scholarly materials and persistent barriers to full participation in research.
“It is crucial to address this gap given documented evidence of declining accessibility in scholarly materials [45, 66] and persistent barriers to full participation in research.”
From "I Don't Trust Any Professional Research Tool": A Re-Imagination of Knowledge Production Workflows by, with, and for Blind and Low-Vision Researchers (2026) · cites this paper as [66]
Less than 3% of scholarly PDFs meet basic accessibility standards.
“With less than 3% of scholarly PDFs meeting basic accessibility standards [45, 66]”
From "I Don't Trust Any Professional Research Tool": A Re-Imagination of Knowledge Production Workflows by, with, and for Blind and Low-Vision Researchers (2026) · cites this paper as [66]
Cites
Wang, L. L., Cachola, I., Bragg, J., Cheng, E. Y.-Y., Haupt, C., Latzke, M., Kuehl, B., van Zuylen, M., Wagner, L., & Weld, D. S. (2021) · arXiv · doi:10.48550/arxiv.2105.00076 · Cited by 22 · see citing works
Kumar, A., & Wang, L. L. (2024) · The 26th International ACM SIGACCESS Conference on Computers and Accessibility · doi:10.1145/3663548.3675634 · Cited by 18 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Beyond the Visual: Achieving Accessibility in Scientific Figures
Ramsey, H., & Schröder, I. (2025) · ACS Chemical Health & Safety · doi:10.1021/acs.chas.4c00141 · Cited by 3 · see citing works
Khan, O., & Seo, J. (2026) · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3791242 · Cited by 1 · see citing works
- Authors
- Singh Chawla, D.
- Venue
- Nature
- Published
- 2024-12-11
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- OpenAlex
- W4405268953
- Cited by
- 1
- References
- 2
- Citations by year
- 2025: 1
- FWCI
- 2.10
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Human Factors and Ergonomics › Digital Accessibility for Disabilities
- Social Sciences › Decision Sciences › Information Systems and Management › Academic Publishing and Open Access
- Social Sciences › Arts and Humanities › History and Philosophy of Science › Publishing and Scholarly Communication
- Keywords
- accessibility, blind readers, preprints, scholarly publishing, accessibility standards, screen readers
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review