Experiences of Social Class: Learning from Occupational Therapy Students
Bibliographic record
Abstract
BACKGROUND AND PURPOSE: Despite the potential in occupational therapy models, there has been little investigation of the ways social class may affect occupations or occupational therapy. This paper explores the occupational impacts of poverty. METHODS: Essays by 17 occupational therapy students, who identify as lower class, were coded and analyzed inductively. RESULTS: Class-based shame and stigma led to attempts to "pass" as middle class-an occupation consuming time and energy. Exclusion from middle-class leisure occupations left students with gaps in their adult knowledge. Family was a site of both shame and safety, as well as pressure to succeed. Educational occupations embody marginalization. PRACTICE IMPLICATIONS: Class is not only about money, but also having the right norms, values, and experiences to fit easily in middle-class society. Educational and health care institutions epitomize middle-class assumptions. The experiences of these students may help therapists to examine where they unwittingly enact middle-class norms in practice.
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How this classification was reachedexpand
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".