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Record W7036672163

Convergence in education policy : Higher vocational education as a strategic response to the challenges of the knowledge-based economy in coordinated and liberal market economies

2022· article· en· W7036672163 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity Library Linz repository (Johannes Kepler Universitat Linz) · 2022
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicSpider Taxonomy and Behavior Studies
Canadian institutionsnot available
Fundersnot available
KeywordsVocational educationHigher educationApprenticeshipCapitalismConvergence (economics)Order (exchange)Education policyWelfareEducation economicsWelfare state
DOInot available

Abstract

fetched live from OpenAlex

This thesis approaches the intersection of education and welfare from a social policy perspective with a particular focus on current socio-economic transformations towards a knowledge-based economy. The research interest is centred on the question of how different market economies react to these transformations. To narrow down the topic, this thesis focuses on the development of higher vocational education (i.e., vocational education at tertiary level, such as dual study programs, applied degrees, or professional degrees). \nUsing Varieties of Capitalism as theoretical foundation, it is assumed that both liberal and coordinated market economies rely on an expansion of higher vocational education in order to cope with the challenges of the transformation towards a knowledge-based economy. However, the reasons for this convergence are different for each system type. Coordinated market economies traditionally rely on (secondary level) vocational education and training and have relatively low numbers of higher education graduates. Due to the increased skill demand in knowledge-based economies – even within intermediate skill sectors –, these economies are increasing the share of higher vocational education. Liberal market economies, on the other hand, face a skill deficit in the intermediate tier due to the historic decline of apprenticeship programs and therefore a current lack of vocational education. To increase the level of education focused on intermediate skills, it is expected that these economies are also developing and expanding higher vocational education. Thus, the research question for this thesis is: Which policy strategies do governments in liberal and coordinated market economies implement in regard to higher vocational education to cope with the transition towards a knowledge-based economy? \nA qualitative research design is used: The two cases of Canada (the provinces of Ontario and British Columbia) and Austria, representing each type of economy according to the Varieties of Capitalism theory, are investigated. The analysis consists of two distinct parts: (1) Secondary sources are used to determine if higher vocational education was expanded, and (2) a qualitative content analysis of legislature is used to gain insight into the governments’ strategies behind this development. The results of the analyses show that higher vocational education is expanded in Ontario and Austria, while the expansion is less clearly observable in British Columbia. The narrative of expanding higher vocational education due to the development of the knowledge-based economy is not explicitly used as a government strategy in Austria and Ontario, and it plays a minor role in British Columbia.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.246
Threshold uncertainty score0.562

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.010
GPT teacher head0.212
Teacher spread0.202 · 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 designObservational
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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