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Record W4220909622 · doi:10.5430/ijhe.v11n5p18

The Impact of the Pandemic on Teachers' Attitudes toward Online Teaching

2022· article· en· W4220909622 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

VenueInternational Journal of Higher Education · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicTechnology-Enhanced Education Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMathematics educationMandatePandemicDistance educationPopulationPsychologySpace (punctuation)Medical educationCoronavirus disease 2019 (COVID-19)Political scienceSociologyMedicineComputer science

Abstract

fetched live from OpenAlex

The pandemic affected the most on the student population in the shortest time. The number of students whose studies were discontinued in March 2020 was about 300 million. The number reached to 1.6 billion on April 2020. To provide basic education for the students during the pandemic, many countries transferred to a mandate of distance learning for the education system. Use of different platforms for distance learning has helped reduce learning gaps. The Corona virus has forced educational systems to enter in a mode of digital transformation and to leave physical classrooms. The impact of this situation was felt at every level of the education system, from kindergartens to universities. This situation creates not only challenges, but many opportunities. Learning in the global open space creates new learning environments and the use of new learning materials.A case study was conducted in Israel. Self-prepared questionnaires were given to 123 educators who teach in elementary schools, middle schools and high schools Teachers who participated in case study teach exact sciences (mathematics, physics, science, and technology), multi-text subjects (language, literature and history) and foreign languages (Arabic and English). The purpose of the case study is to examine the habits of using tools for distance learning, to examine whether there is a difference in the habits of using technological tools between teachers at different age groups, to examine teachers' attitudes to distance learning assessment tools and to examine teachers' recommendations for different subjects and different age groups.The findings indicate that middle school and high school teachers prefer close help and support during online learning. High school and middle school teachers would prefer to continue distance learning even when face-to-face teaching is possible, unlike teachers who teach in elementary schools who prefer face-to-face teaching. The recommendations of high school teachers also indicated that it is necessary to increase the support system during online learning. When we examined the differences between the different subjects, we saw that teachers of science and mathematics subjects feel that most students do not take an active part during the lesson. Despite this, teachers that teach humanities subjects report that they feel that students are actively participating in online learning processes. Teachers report that changes must be done in assessment's methods. Teachers also report that during distance learning it is more difficult to follow students' progress.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.285
Threshold uncertainty score0.467

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.042
GPT teacher head0.452
Teacher spread0.410 · 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