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Record W7039624978

Migrating Abroad : Factors and Experiences of Bangladeshi Students in Umeå, Sweden

2021· other· en· W7039624978 on OpenAlexaboutno aff

Bibliographic record

VenueDiVA at Umeå University (Umeå University) · 2021
Typeother
Languageen
FieldEarth and Planetary Sciences
TopicArchaeology and ancient environmental studies
Canadian institutionsnot available
Fundersnot available
KeywordsHigher educationInternationalizationGovernment (linguistics)Bologna ProcessIdeologyPoliticsStudy abroadInternationalization of Higher Education
DOInot available

Abstract

fetched live from OpenAlex

The predominance of International Higher Education has switched from the USA, Canada, England and Australia, the pioneers of internationalization of higher education, to Europe and other countries. European countries have become the higher study destination for many students from all over the world. Own strategies and policies for internationalization have developed by European countries, building on and seeing beyond the policies stipulated by the European Commission. As a member of European Union, Swedish Government and universities have developed strategies, measures and tools to attract international students. Scholarships and grants, different projects, extended visa, education quality, social security, ranking of institutions etc. play important role behind third country students choosing Sweden for higher studies. However, other features such as education cost, ideological affinity, language aptitude, job availability, easy visa process etc. can influence the choice of students. These features make Sweden attractive as higher education destination to Bangladeshi Students. This study tries to understand the factors behind decision of Bangladeshi students choosing Swedish University for tertiary education. The study also attempts to discuss the experience of Bangladeshi students during their study period in Sweden as well as after finishing study. The theory of “Push and Pull factors” is used as the main theoretical reference to discuss findings of the study. Social insecurity, political instability, education opportunity and quality of home country, personal choice, job opportunity etc. are recognized as major ‘push factors and education quality, world class institution, social security, standard of life, easy application process etc. are recognized as ‘pull factors’ behind the decision of Bangladeshi student choosing Sweden as higher education destination. The Study not only discusses the challenges and experiences of Bangladeshi students including covid-19 situation but also gives implications for future students. The data was collected by taking interviews from the Bangladeshi students studying at masters’ level in Umea university, Sweden and used qualitative method for analysis.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.254
Threshold uncertainty score1.000

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0070.000

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 head0.011
GPT teacher head0.192
Teacher spread0.181 · 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

Citations1
Published2021
Admission routes1
Has abstractyes

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