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Record W297190328

Student Poster Session - Applying occupational science views of context to an independent study of unemployment: One student’s understandings

2013· article· en· W297190328 on OpenAlex
Courtney L Robinson, Rebecca M. Aldrich

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

VenueCommonKnowledge Research Repository (Pacific University Oregon) · 2013
Typearticle
Languageen
FieldHealth Professions
TopicOccupational Therapy Practice and Research
Canadian institutionsnot available
Fundersnot available
KeywordsSession (web analytics)Context (archaeology)UnemploymentPsychologyMathematics educationOccupational sciencePedagogySociologyMedical educationComputer scienceOccupational therapyMedicineEconomicsHistoryWorld Wide Web
DOInot available

Abstract

fetched live from OpenAlex

This poster communicates how understandings about context were presented in an occupational science course and applied to a student’s independent study of unemployment the following semester. According to the OT Practice Framework II, “context is a variety of interrelated conditions within and surrounding the person that influence performance” (AOTA, 2002, p. 645). For this project, observations and interviews at a non-profit organization were used as the basis for applying understandings about context. The project occurred in spring 2013 and was part of a larger study of long-term unemployment in the United States and Canada. This project revealed what contexts are most significant in experiences of unemployment as described in interviews with people who are unemployed. Data collection is still ongoing, but preliminary findings suggest that the social and personal contexts are most significant in this experience.\nSocial context consists of the different relationships, organizations, and expectations of populations that define the different roles and responsibilities that impact a person (AOTA, 2008). One study participant explained how his relationships had changed after he had become unemployed. He said he now has to depend on friends and public buses for transportation since his wife divorced him and took his truck in the settlement. His dependence on others for transportation was part of his transition from being a self-sufficient worker to being an unemployed man who relies on others. Personal context also plays a role in experiences with unemployment. Personal context includes “a person’s age, gender, socioeconomic status, and educational status” (AOTA, 2008, p. 645). The same participant discussed looking for a job, earning his GED, and maintaining economic stability through the use of food stamps and social security checks. Specifically, he explained the continuous cycle of having to put off taking GED classes in order to look for a job and jobs not want to hire him because he does not have his GED. Overall, personal and social contexts were both important to analyzing the participant’s life because they were expressed as foundations for identity and the way the participant interacted with the world.\nThis case study contributes to occupational science by showing how students learn to see people through an occupational lens. Through an occupational lens, students can analyze aspects of a person’s context to see how it influences occupational identity. According to Unruh (2004), Christiansen’s “concept of occupation as identity [shows] that self-identity [is] closely related to what we do” (p. 291). Occupational identity is an important consideration within unemployment experiences because job loss tends to affect identity. According to Yerxa (1998), “people who are unemployed and have no organized leisure often become depressed, losing their sense of identity and purpose in life as well as their health” (p. 415). Poster discussion will focus on how such occupational science understandings opened the first author’s eyes to the contextual factors that influence identity and occupation during unemployment. The discussion aims to demonstrate the value of undergraduate occupational science educational experiences.\nKey words: context, occupational science, education

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)0.005
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.386
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0030.001
Scholarly communication0.0000.001
Open science0.0020.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.296
GPT teacher head0.500
Teacher spread0.204 · 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