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Record W7113003576

Crossing borders and boundaries:Positioning joint doctoral degrees as a capacity building initiative

2024· article· en· W7113003576 on OpenAlexaff

Bibliographic record

VenuePure (Coventry University) · 2024
Typearticle
Languageen
FieldHealth Professions
TopicDoctoral Education Challenges and Solutions
Canadian institutionsCentre for Global Health Research
Fundersnot available
KeywordsTransformative learningDiversity (politics)Higher educationEquity (law)UnderpinningCurriculumGeneral partnershipJoint (building)CapstoneCurriculum development
DOInot available

Abstract

fetched live from OpenAlex

Doctoral education has evolved from the single isolated scholar on a lone knowledge quest into a diverse array of programme formats and supervisory arrangements. This diversity within doctoral education systems and structures include the crossing of national borders and institutional boundaries for both students and supervisors, sometimes through formal arrangements such as dual and joint degree programmes. While such arrangements have been in existence for some time, the research on the topic is limited, which often restricts our understanding to anecdotal evidence. Existing research also does not explore the complexities inherent to these arrangements when partnerships are forged between more than two partnering institutions, when North-South divides are crossed, when there are historical and current inequalities to navigate, and differences in structures, policies and practices across the partnering institutions. In parallel, there is the shared responsibility for the development of the doctorate candidates into early career researchers. This paper reports on an innovative funded transnational, structured joint doctoral degree programme in the field of higher education that involves three partnering institutions in the United Kingdom and South Africa, while also building skilled supervisory capacity. The programme sets out to support a cohort of doctoral staff-as-students within the three institutions exemplifying an internationalised curriculum underpinning the enhancement of supervisory capabilities at all three institutions, and the enrichment of their local research environments. The programme has the goal of transforming teaching, learning and research leading towards enhanced quality, success and equity in universities by establishing an academic pipeline (particularly in the South African context) that is transformative and disruptive yet equitable, and which addresses transformation imperatives in higher education. The programme demonstrates how foci on student development, staff development, and programme or curriculum development can be integrated. The key themes that delimit the project include equality, diversity, inclusion and well-being; transnationalisation, decolonisation and transformation of the curriculum; and developing creative spaces in higher education curricula. All the doctoral staff-as-student candidates projects fall within these delimited areas of interest. In the paper we explore what potential for innovation joint doctoral programmes of this nature may offer in terms of a) structuring collaborative spaces in doctoral programmes; b) development of early career researcher capacity (for both students and novice supervisors); and c) challenging institutional hierarchies and establishments.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.938
Threshold uncertainty score0.997

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 studies0.0040.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.204
GPT teacher head0.443
Teacher spread0.239 · 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.

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
Published2024
Admission routes1
Has abstractyes

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