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Record W4389316160 · doi:10.61869/fbhq5512

Stakeholder theory approach to personal support work: A case study of a home care workers’ co-operative

2023· article· en· W4389316160 on OpenAlexaboutno aff
Simon Berge, Koudima Bokoumbo

Bibliographic record

VenueJournal of Co-operative Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsEmpowermentStakeholderExploratory researchBusinessWork (physics)Non profitNursingProfit (economics)ShareholderHealth careMedicineManagementEconomicsEngineeringEconomic growthCorporate governanceSociologyFinanceBusiness administration

Abstract

fetched live from OpenAlex

Canada’s ageing population relies on an eldercare system focused on a shareholder, for-profit, institutional approach that considers caregivers as labourers and expenses. As a result, personal support workers (PSWs) are leaving the care sector due to poor pay, erratic work hours and poor working environments created by long-term care facilities reducing costs to improve profit margins. This paper will examine the empowerment of the PSW stakeholder group through a co-operative organisational model focused on stakeholder management. In response to poor working conditions, a group of PSWs established a worker co-operative focused on home-based eldercare and the improvement of PSW working conditions. This exploratory case study will consist of documentary analysis and a survey. The results compare the workers’ experiences to an earlier survey of PSWs, suggesting that the co-operative model allows for greater empowerment and engagement of the workers. The paper concludes by considering the practical implications for healthcare delivery.

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 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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.053
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.179
GPT teacher head0.433
Teacher spread0.254 · 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 teacher head, not a consensus.

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
Published2023
Admission routes1
Has abstractyes

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