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Record W2170499642 · doi:10.1111/medu.12386

Toward reciprocity: host supervisor perspectives on international medical electives

2014· article· en· W2170499642 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueMedical Education · 2014
Typearticle
Languageen
FieldMedicine
TopicGlobal Health and Surgery
Canadian institutionsMcMaster University
FundersCanadian Institutes of Health Research
KeywordsHarmContext (archaeology)KenyaMedical educationReciprocity (cultural anthropology)Host (biology)Developing countryPsychologySupervisorPublic relationsMedicineNursingPolitical scienceEconomic growthSocial psychology

Abstract

fetched live from OpenAlex

CONTEXT: An increasing number of medical students are engaging in international medical electives, the majority of which involve travel from northern, higher-income countries to southern, lower-income countries. Existing research has identified benefits to students participating in these experiences. However, reports on the impacts on host communities are largely absent from the literature. OBJECTIVES: The current study aims to identify host country perspectives on international medical electives. METHODS: Questionnaires were delivered to a convenience sample of supervisors hosting international elective students (n = 39) from a Canadian medical school. Responses represented 22 countries. Conventional content analysis of the qualitative data was used to identify themes in host supervisor perspectives on the impact of international medical electives. RESULTS: Host country supervisors identified that in addition to the benefits realised by the elective students, supervisors and their institutions also benefited from hosting Canadian students. Although some host supervisors denied the occurrence of any harm, others expressed concern that international elective students may negatively impact the local community in terms of resource use and patient care. Host country supervisors also identified potential harms to travelling students including health risks and emotional distress. Ideas for improving international electives were identified and were largely centred around increasing the bidirectional flow of students by establishing formal partnerships between institutions. CONCLUSIONS: This research provides important insights into the impacts of international medical student electives from the perspective of host country supervisors. This research may be a starting point for further research and the establishment of meaningful partnerships that incorporate the self-identified needs of receiving institutions, especially those in lower-income settings.

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.

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)0.001
metaresearch head score (Gemma)0.018
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.677
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.018
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)0.0040.000

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 head0.016
GPT teacher head0.347
Teacher spread0.331 · 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