MétaCan
Menu
Back to cohort
Record W4410929287 · doi:10.47391/jpma.22736

Studying Master’s or PhD on fully funded scholarship in East Asia – A great opportunity for Pakistani doctors

2025· article· en· W4410929287 on OpenAlexaboutno aff
Hafsa Shamim, I A Rehman, Sameen Rehan

Bibliographic record

VenueJournal of the Pakistan Medical Association · 2025
Typearticle
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipGovernment (linguistics)Medical educationPolitical scienceMedicinePublic relationsLaw

Abstract

fetched live from OpenAlex

Dear Madam, We are writing this letter to inform doctors and medical students about fully-funded scholarship opportunities in East Asia, offering a pathway to non-clinical career options in high-quality academic institutions. In Pakistan, medical graduates increasingly face challenges in securing employment. The clinical career route is demanding, with specialization requiring at least four years of training after house job. Taking a foreign licensing exam (e.g., PLAB, USMLE) is also challenging due to additional financial constraints. Given these obstacles, the clinical career path can be difficult. Although only 7.9% (1) of final-year medical students and house officers in a Pakistani study indicated a preference for non-clinical specializations, we wish to present an alternative career pathway that can leverage doctors’ knowledge and skills beyond traditional clinical roles. Shifting to a non-clinical career path could help alleviate high unemployment rates among Pakistani doctors. Doctors can pursue a Master’s or PhD program in a basic science subject or degrees in non-clinical fields (e.g. MBA/Master in Clinical Research/Master of Public Health) abroad. Countries such as Japan, China and Korea grant prestigious fully funded government scholarships – MEXT Scholarship, CSC Scholarship and GKS Scholarship respectively - to international students. (2)(3)(4) These scholarships cover tuition fee, roundtrip airfare ticket, and a monthly allowance to cover living expenses. Depending on the program requirement, doctors may enrol directly in a PhD program depending on their career goals. While universities in the West offer fully funded scholarships, competition is often intense. East Asia, however, remains an untapped destination for Pakistani doctors. Around 95% of junior doctors prefer to move to Western countries like the USA, UK, Australia, and Canada. (5) This also means that East Asia is a land of opportunity. East Asian countries have a high standard of living and universities rank among the Top 100 QS World University Rankings. These countries offer a vibrant cultural experience. Furthermore, many Master’s and PhD programmes are taught in English. Upon completion of the degree, doctors can work in research, program management, healthcare administration, medical education, medical writing, health tech, entrepreneurship, etc. The authors have successful examples of doctors who took these opportunities and are now working as Assistant Professor, researchers and epidemiologist abroad, to name a few. ---Continue

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)0.009
metaresearch head score (Gemma)0.034
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.099
Threshold uncertainty score0.974

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.034
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.084
GPT teacher head0.394
Teacher spread0.310 · 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 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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of the Pakistan Medical AssociationSame topicInnovations in Medical EducationFrench-language works237,207