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Record W4280521394 · doi:10.5539/res.v14n2p65

The Benefits of Distance Education, During the Covid-19 Pandemic: Greek Teachers’ Opinions

2022· article· en· W4280521394 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueReview of European Studies · 2022
Typearticle
Languageen
FieldComputer Science
TopicEducational Innovations and Technology
Canadian institutionsnot available
Fundersnot available
KeywordsDistance educationCoronavirus disease 2019 (COVID-19)Christian ministryClosure (psychology)PandemicPsychologyMedical educationSchool teachersMathematics educationInformation and Communications TechnologyFace (sociological concept)PedagogySociologyPolitical scienceMedicine

Abstract

fetched live from OpenAlex

In Greece, the COVID-19 pandemic resulted in the schools' closure during the 2019-2020 school year. The Ministry of Education tried to develop online platforms so that the students could have access to education. The use of distance learning came to the fore. The teachers used the online teaching tools available as a response to this challenging situation. Nevertheless, most of them had not received any relevant training and had at their disposal minimal resources, mainly of their own and not public ones. A nationwide survey was designed investigating teachers' views on distance learning benefits. 515 teachers working in Greek primary education sector - both at kindergartens and primary schools- participated in the research. Their answers show three main benefits from the distance learning implementation at school education: (a), it enabled some students to access school education. Those students could not otherwise attend school education (b) it contributed to the communication among students as well as between students and teachers, and (c) it increased the ICT use by teachers. Despite these benefits mentioned, teachers stated that distance learning is not a substitute for ordinary classes and face-to-face learning.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.941
Threshold uncertainty score0.597

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
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 head0.097
GPT teacher head0.367
Teacher spread0.270 · 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