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Record W4392784481 · doi:10.5430/ijhe.v13n1p42

Alternative Forms of Mobility in an Emergency Remote Teaching Context: A Study of Greek Undergraduate Students’ Attitudes

2024· article· en· W4392784481 on OpenAlexvenueno aff
Aikaterini Blanta, Ioannis Karras

Bibliographic record

VenueInternational Journal of Higher Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and experiences of immigrants and refugees
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)Mathematics educationPsychologyMedical educationPedagogyMedicineGeographyArchaeology

Abstract

fetched live from OpenAlex

Since the outset of the COVID-19 pandemic, there has been a lot of talk about alternative ways of student mobility. Higher Education Institutions are adopting new forms of mobility to provide flexibility. Among them, hybrid mobility and internationalisation activities at home are offered to university students. Within this framework, a preliminary study has been conducted to investigate Greek undergraduate students’ attitudes towards alternative solutions devised by Higher Education Institutions in an emergency remote teaching context in a time of global crisis due to the coronavirus. In essence, the present study addresses the following research question: How do undergraduate university students in Greece view hybrid mobility or internationalisation activities at home compared to physical mobility? More specifically, 57 students from two public universities in Greece completed an online questionnaire and five students were interviewed. Both the questionnaire and the semi-structured interviews were designed to measure students’ attitudes towards physical mobility, hybrid mobility and home-based internationalisation. The findings demonstrate that although the pandemic has not notably affected students’ attitudes towards Erasmus+ mobility, most of them prefer physical mobility to alternative forms of mobility as it provides a more complete and unique experience. The findings obtained herein are used to make suggestions on alternative ways of making home-based, online and blended internationalisation activities more effective, inclusive and engaging in the years to come.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0020.003
Scholarly communication0.0030.001
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.033
GPT teacher head0.457
Teacher spread0.424 · 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 source (direct Gemma or distilled Codex), 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

Citations0
Published2024
Admission routes1
Has abstractyes

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