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Record W4360843106 · doi:10.5206/cie-eci.v51i2.15155

Discourses on Global North and Global South Partnerships in Internationalization Strategies

2023· article· en· W4360843106 on OpenAlexaffvenue
Punita Lumb

Bibliographic record

VenueComparative and International Education · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicTourism, Volunteerism, and Development
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsInternationalizationGlobal strategyPolitical scienceContext (archaeology)Global citizenshipGlobal SouthGlobal LeadershipGlobal governanceEconomic growthPublic relationsGeographyPoliticsInternational tradeBusinessEconomic geographyEconomics

Abstract

fetched live from OpenAlex

This paper explores how international partnerships are conceptualized between core Anglophone, European and African universities. Internationalization strategies are examined from a decolonial lens to situate the findings within a global context that is entangled in the consequences of colonialism and ongoing coloniality that continue to perpetuate global inequities, including devaluing of indigenous and local knowledge. Findings suggest that institutions in the Global North still view Africa, and the Global South in general, from a deficit lens and in need of aid, knowledge and direction. Strategies from the Global North use terms like mentoring, development and poverty reduction when describing their partnerships in the Global South. In contrast, institutions from Africa highlight their desire to be knowledge producers and contribute to research excellence on a global level. Furthermore, institutions in all regions frame strategic international partnerships as those that will boost their reputation or image as they engage in a race for status and global rankings; however, strategies do not describe how they will approach such partnerships in a very uneven global playing field between the Global North and Global South. Finally, the Global South continues to be viewed as a source of international students and as such, partnerships pursued in Africa and the Global South by core-Anglo and European institutions focus on recruitment of students as one of the rationales or benefits of partnerships. Given these findings, international strategies for Global North-South partnerships continue to reproduce colonial hierarchies of privilege, preventing more equitable approaches to partnerships.

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 score0.414
Threshold uncertainty score0.400

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 head0.122
GPT teacher head0.425
Teacher spread0.303 · 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

Citations6
Published2023
Admission routes2
Has abstractyes

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