Workplace accommodations during the COVID-19 pandemic: A scoping review of the impacts and implications for people with disabilities
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.
Bibliographic record
Abstract
BACKGROUND: The COVID-19 pandemic has led to widespread changes in the way people work. Some of these changes represent the same kinds of work modifications or adjustments that have often been requested as workplace accommodations, and which may improve labour market and employment outcomes for people with disabilities. OBJECTIVE: The aim of this scoping review was to examine the literature on workplace accommodations in the pandemic and their impacts and implications for people with disabilities. METHODS: Following a search of six international databases, articles were selected by two reviewers, and data were abstracted in accordance with scoping review methodology. A thematic analysis was used to report the relevant findings. RESULTS: Thirty-seven articles met the inclusion criteria, and three main themes were identified: positive impacts of pandemic-related workplace accommodations on people with disabilities (e.g., improved accessibility, reduced stigma around workplace accommodations, rapid implementation of workplace accommodations, opportunities for advocacy); negative impacts (e.g., worsened physical and mental health, new accommodation needs); and action needed and recommendations (e.g., revisit legislation and policy on accommodations, ensure representation of people with disabilities). Overall, our review identified a mixed assessment of the impacts of pandemic-related accommodations on people with disabilities. However, there was a broader consensus regarding the importance of learning from the experiences of the pandemic to improve workplace accommodation policies in the future. CONCLUSIONS: The pandemic may present opportunities for improving workplace accommodation policies, but our review also highlights the need for more research examining how workplace changes due to the COVID-19 pandemic have impacted people with disabilities.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it