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Record W7001796106

Latino Migrant Farmworkers in Saskatchewan: Occupational Health and Safety Education and the Sustainability of Agriculture

2016· dissertation· en· W7001796106 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity Library - University of Saskatchewan (University of Saskatchewan) · 2016
Typedissertation
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicRace, Genetics, and Society
Canadian institutionsnot available
Fundersnot available
KeywordsAgricultureOccupational safety and healthSustainabilityTraining (meteorology)Farm workersPublic healthAgricultural education
DOInot available

Abstract

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In Saskatchewan, there is a dearth of scholarly documentation on the experiences of Latino migrant temporary farmworkers, especially with respect to their agricultural occupational health and safety (OHS) education and training. Other research suggests that, in Canada and the USA, systematic agricultural OHS training for Latino migrant temporary farmworkers is generally insufficient and, in many cases, linguistically and culturally inappropriate. The overall purposes of this dissertation are to investigate the major challenges with respect to Latino migrant farmworker OHS education and training, to explore the implications of these challenges, and to understand the relevant social contexts (interpersonal-organizational, community, and institutional-public policy) that add specificity and complexity to the aforementioned challenges. A blended theoretical framework incorporates the social dimensions of sustainable development in agriculture, adult education theory, innovative approaches to worker agricultural OHS education and training, critical ethnography, as well as a socioecological model of health. Critical ethnography influenced the field methodology and the interpretation of field data. As both theory and methodology, critical ethnography includes sensitivities to the challenges of intercultural communication. A thematic analysis was used to condense field interview data and to identify major themes and sub-themes. Three main themes were examined: 1) Language barriers as factors in workplace communications and workplace tensions, 2) Attitudes towards OHS learning and practices, and 3) Work organization and workplace culture as factors complicating access to English language learning. The study finds that language barriers, personal and workplace cultural factors, as well as certain aspects of migratory labour regimes and seasonal agricultural work are the major challenges to Latino farmworker OHS education, training, and learning. I conclude that Latino migrant temporary farmworkers need to receive English language training and more OHS education and training to address unsafe habits, particularly with respect to working with agricultural equipment. Language barriers and cultural factors have the potential to put both migrant and local personnel OHS at risk. Employment contracts under agricultural temporary foreign worker programs contribute to a culture of work that is focused primarily on productivity. They also contribute to preventing most Latino farmworkers from engaging in educational initiatives and from looking after their general and occupational health. Employment arrangements and conditions are also important factors that result in migrant farmworkers struggling with issues of powerlessness, family separation, isolation, and stress—circumstances that are not favourable to studying and learning nor to cultivating new health and safety habits. Effective educational communication for farmworker OHS preparation is important to ensuring the physical, mental, and social wellbeing of Latino temporary migrant farmworkers. The promotion of such wellbeing contributes to moving agriculture towards social sustainability. It is recommended that, at each workplace where Latino migrant temporary farmworkers are employed, a fully bilingual professional also be employed to act as a liaison among stakeholders and assist them with interpretation and translation. Additionally, to ensure the wellbeing of both migrant and local personnel, program stakeholders need to implement alternatives to hourly-based contracts. An important conceptual and concrete contribution of the study is that it provides an alternative adult education approach to conventional agricultural occupational health and safety promotion. In doing so, it also questions occupational health and safety frameworks that focus too exclusively on medical and engineering/technical dimensions.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.126
Threshold uncertainty score0.253

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0040.001
Scholarly communication0.0020.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.003
GPT teacher head0.183
Teacher spread0.180 · 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 designNot applicable
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
Published2016
Admission routes1
Has abstractyes

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