MétaCan
Menu
Back to cohort
Record W4411882562 · doi:10.5539/jel.v14n6p145

Perspective of Teachers and Parents on Darsak Platform in Achieving the Educational Outcomes for Kindergarteners

2025· article· en· W4411882562 on OpenAlex
Musab Al-Laimoun, Issa Alkinj

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

VenueJournal of Education and Learning · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Methods and Impacts
Canadian institutionsnot available
Fundersnot available
KeywordsPerspective (graphical)PsychologyMathematics educationPedagogyComputer science

Abstract

fetched live from OpenAlex

Limited research has examined the perspectives of teachers and parents on the effectiveness of e-learning platforms in achieving educational outcomes for kindergarteners. This study sought to evaluate the views of teachers and parents regarding the effectiveness of the Darsak platform in supporting educational outcomes in kindergarten settings. A descriptive-analytical approach was adopted, involving 133 participants from Al-Karak Province, including 43 teachers and 90 parents. Data were collected through custom-designed questionnaires comprising: the Teachers’ Perspective Questionnaire and the Parents’ Perspective Questionnaire. The findings revealed that teachers and parents generally had unfavorable perceptions of the platform’s effectiveness in improving educational outcomes for kindergarteners, with parents reporting a mean score of 1.62 (SD = 0.68) and teachers reporting a mean score of 1.92 (SD = 0.73). Additionally, no significant differences (α = 0.05) in perspectives were observed based on gender, academic qualifications, age, or years of experience. Based on the study’s findings, it is recommended that training programs be provided for teachers and parents to enhance their proficiency in using online platforms. Measures such as offering free devices and internet access for low-income families, improving platform quality to align with educational needs, and addressing teachers’ financial challenges to boost job satisfaction are also suggested. Further research is encouraged to explore the perspectives of teachers and parents across all Jordanian kindergartens for more comprehensive results. Future studies should also consider additional variables, such as family size, access to electronic devices, and internet connectivity, to gain deeper insights into this issue.

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)0.005
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 score0.146
Threshold uncertainty score0.559

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.005
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)0.0000.000

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 head0.046
GPT teacher head0.457
Teacher spread0.411 · 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