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Record W231179736

EMERGING TECHNOLOGIES -- Accessibility and Web Design : Why Does It Matter?

2001· article· en· W231179736 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueLanguage learning & technology · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicDigital Accessibility for Disabilities
Canadian institutionsnot available
Fundersnot available
KeywordsWeb accessibilityThe InternetPublic relationsInternet privacyGovernment (linguistics)World Wide WebBusinessComputer scienceWeb standardsPolitical science
DOInot available

Abstract

fetched live from OpenAlex

The passage of the American with Disabilities Act (ADA) in 1990 has had a major impact on the physical infrastructure of college campuses in the US. Less well-known is the growing ADA impact on educational applications of technology, particularly in the use of the Web. Parallel to the beginnings of ADA-inspired awareness of this issue has come the approval by the Federal Office of Management and Budget on December 21, 2000, of Section 508 (of the Rehabilitation Act) accessibility standards. Government agencies will have six months from this date to make their Web sites accessible to users with disabilities. After that date, federal agencies -- and presumably non-compliant institutions receiving federal funds -- will be subject to law suits. Many regions in the US have instituted accessibility guidelines as well. This is not just a US issue; there are a number of countries, including Australia, Canada, Denmark, France, and Japan, which have recently issued policies relating to Web accessibility. But legality aside, it makes good sense to make instructional technology as accessible as possible. There are emerging standards for achieving this goal. Interestingly, new Web delivery options can benefit from following the same guidelines. Why should language teachers be concerned with accessibility? Can't the small number of users with special needs be accommodated individually? In response, one could ask, why worry about the limited number of Internet users who don't know English? Just as we should be concerned with monolingualism on the Web and the social-economic digital divide, so too should we be concerned about problematic access to learning materials on the part of even a small numbers of students. In fact, the number is probably larger than one might assume. In the US there are different estimates on the number of students with disabilities -- one recent analysis gives a count of 8%. Using the classroom retrofitting analogy, it's not a question of building new, separate classrooms, but of changing classroom configurations to accommodate all users. It turns out that the mainstreaming approach ends up benefiting all users. The Web Accessibility Initiative What makes Web pages inaccessible? That all depends on the nature of the disability. Visually impaired users might need a much larger font, or a sharp contrast between background and foreground color. Color-blind users need to have color-transmitted information translated into distinguishable shades of gray or delineated in some other way. Blind users may be accessing Web pages using a screen reader, which uses speech synthesis to read the pages and may be confused by improperly coded pages. Physically impaired users might have difficulty in typing key combinations. Other users might need to navigate with a non-traditional input device. The W3C, the standards-setting body for the World Wide Web, has addressed these issues through its Web Accessibility Initiative (WAI), which issued a set of Web Content Accessibility Guidelines (version 1.0) in May, 1999. They were followed in 2000 by WAI guidelines for user agents and authoring tools. The WAI Content Guidelines include a list of checkpoints for evaluating Web pages for their degree of accessibility to people with physical, visual, hearing and cognitive/neurological disabilities. Each checkpoint is assigned one of three priority levels. Priority One are checkpoints which must be met to prevent lack of access for some groups of users. Compliance to Priority One checkpoints is known as Single-A conformance. Priority Two (Double-A conformance) are checkpoints which should be met to prevent difficulties in access for some users, and Priority Three (Triple-A conformance) are checkpoints which authors may satisfy to ensure good access for all users. The fact that there are three ordered levels of conformance allows Web site developers to focus first on eliminating the most serious barriers to accessibility. …

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.733
Threshold uncertainty score0.810

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.015
GPT teacher head0.310
Teacher spread0.295 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it