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Record W7112215442

Emancipatory pathways for adults returning to technical training: the case of continuing college education in Québec

2024· article· en· W7112215442 on OpenAlexaboutno aff

Bibliographic record

VenueArchipelago (University of Quebec in Montreal) · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicAdult and Continuing Education Topics
Canadian institutionsnot available
Fundersnot available
KeywordsTransformative learningVocational educationAdult educationLifelong learningExistentialismEmancipationConvergence (economics)RetrainingAdult LearningHumanism
DOInot available

Abstract

fetched live from OpenAlex

This article focuses on the trajectories of adults returning to full-time study in technical and vocational education and training. The results presented are drawn from a critical ethnography conducted in a General and vocational colleges (referred to as cégep, their French acronym) in Montréal, Québec. The aim of the study was to describe and analyze the educational practices used to support the training and social integration of students enrolled in technical programs in cégep adult continuing education services. This study is based on a document analysis, the researcher's experience, classroom observations and biographical interviews with teachers, active students and graduates. The theoretical framework is built upon andragogy, defined as a humanist and existentialist philosophy of adult education that provides the basis for a critical theory of adult education, aimed at emancipation and self-realization through lifelong learning. The research shows that the transformative learning trajectories of adults returning to school, while highly varied, demonstrate a certain convergence in terms of the elements that drive their return to training. Firstly, before making this choice, they live in a state of low recognition and socio-economic precariousness. Then, dissatisfaction, opportunity and the support of an outsider propels their return to education. This choice is based on the absence of a negative relationship with school, a drive for learning and intellectual stimulation, and a latent desire to return. Finally, favorable socio-economic conditions facilitate the act. The research shows that by giving adults a sense of competence, self-esteem, and a place in society, the success of the academic pathway enables social reintegration.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.379
Threshold uncertainty score0.291

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.018
GPT teacher head0.275
Teacher spread0.257 · 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.

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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueArchipelago (University of Quebec in Montreal)Same topicAdult and Continuing Education TopicsFrench-language works237,207