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Record W7037750030

The experiences of support workers of people with schizophrenia in Winnipeg, Manitoba

2022· dissertation· en· W7037750030 on OpenAlexaboutno aff

Bibliographic record

VenueMspace (University of Manitoba) · 2022
Typedissertation
Languageen
FieldEnvironmental Science
TopicParasite Biology and Host Interactions
Canadian institutionsnot available
Fundersnot available
KeywordsMental healthSocial supportMental health serviceQualitative researchAffect (linguistics)Service providerEmotional supportSchizophrenia (object-oriented programming)
DOInot available

Abstract

fetched live from OpenAlex

This study sets out to find out from mental health support workers their lived experiences in giving support to persons with schizophrenia and other mental health conditions in Winnipeg. Ineffective policy, poorly organized support systems and expensive medications all contribute to placing the burden directly on families. The result is higher emotional costs and lower standards of life among support providers as well as the people they support. The researcher relied on the social model of disability as the underlying concept for this study. This model holds that social and attitudinal barriers affect persons with disabilities; therefore, it is incumbent on society to provide all the essential accommodations for persons with mental health conditions to improve their health and well-being. Through qualitative methodology with phenomenology as its design the researcher was able to recruit and interview six people who are mental health support workers in Winnipeg and have been involved in support service delivery with experience on the job between two and ten years. Approval was given by the Research Ethics Board 2 (REB 2). Ethical procedures were followed. A consent form was given to each of the study participants who voluntarily agreed to engage in this project to sign. The findings reveal that mental health support workers encounter a number of challenges associated with their service delivery for persons with mental health conditions particularly due to the support plan used by the support agencies. These include excessive control of the lives of the clients, the inability of support staff to make adjustments in the support plan, and inadequate provision of staff and staff security, among others. Additionally, the respondents highlighted some barriers and restrictions in their service delivery as well as on the lives of the persons with disabilities under their care/supervision. As a result, these mental health support workers as well as the researcher made suggestions in this paper that will improve the support service and also give the needed freedom and accommodation to the people with mental health conditions living in individual and group homes in Winnipeg and across Canada.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.178
Threshold uncertainty score0.359

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0230.007
Scholarly communication0.0040.001
Open science0.0020.007
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.008
GPT teacher head0.237
Teacher spread0.229 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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