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Record W2997101029 · doi:10.11575/prism/37402

Internationalization & Career-focused Programming for International Students: A Qualitative Study of Universities in Canada

2020· dissertation· en· W2997101029 on OpenAlexaboutno aff
Philipp N. Reichert

Bibliographic record

VenuePRISM (University of Calgary) · 2020
Typedissertation
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
Fundersnot available
KeywordsInternationalizationQualitative researchPolitical sciencePedagogyMathematics educationSociologyPsychologyBusinessSocial scienceInternational trade

Abstract

fetched live from OpenAlex

The past two decades have seen a rapid increase in the number of international students attending higher education institutions (HEI’s) in countries around the world. The relationship between HEIs, governments, and students are often symbiotic in nature; students consider further education as a platform for career development, HEIs pursue the diversification of income and increased prestige/rankings, while governments’ attention is dedicated to the retention of skilled labour that will support and sustain national economies. Although policy makers promote the position that international students are ideal or “designer” immigrants with their education, language abilities, and cultural experiences, there are indications that international students face a number of challenges in transitioning from studies to career. Recent surveys show that 60 percent of international student respondents indicated that they plan to apply for permanent residency (PR) in Canada after graduation, combined with the increased importance of employability outcomes for international students. Given the importance of employability outcomes for students, this qualitative mixed-methods research examined the career-focused programming provided at Canadian universities. The main research question that guided this study was: What approaches are universities in Canada taking to support international students in the development of professional or career-focused skills? Participants were managers and directors from 7 universities across Canada. Three methods were used to collect data for this study: surveys, semi-structured interviews and document analysis. Three key discourses from the interviews emerged: university as a steppingstone for immigration; universities as a source of international student support; and universities as connectors to employers and regions. Research findings indicate that various factors influence career-focused programming for international students including location, size of the institution and other contextual factors. Innovative and engaging career-focused programming, with an intercultural lens provides an excellent leadership opportunity for universities to support their international student population, while simultaneously developing the competencies of domestic students to work in an increasingly global environment.

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.099
Threshold uncertainty score0.742

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 science0.0010.000
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 head0.024
GPT teacher head0.322
Teacher spread0.298 · 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

Citations3
Published2020
Admission routes1
Has abstractyes

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