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Comparative Study between the Best-Performing Education Systems of the Five Continents and That of Morocco

2023· article· en· W4322726689 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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 Hunan University Natural Sciences · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Practices and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsRegional sciencePolitical scienceGeographyEconomic growthMathematics educationEconomicsPsychology

Abstract

fetched live from OpenAlex

This study aims to investigate the most successful educational systems worldwide and the Moroccan educational system to determine the causes constraining the socio-educational development in Morocco. This comparative study relies on a qualitative methodology based on an inductive approach called the empirical-inductive approach, which starts from facts and real and observable data. This scientific method allowed us to identify our subject in terms of the best-performing educational system. The sample includes one or two educational systems from five continents: Africa (Morocco), America (Canada and the United States), Asia (Japan), Europe (France and Finland), and Oceania (Australia) through the comparison of the most common criteria between each country mentioned: the school system (cycles), teacher training, the number of hours a teacher works, teacher salaries and the number of students per class. This study provides a clear picture of the most successful education system that has been able to manage the masses and reveals the secret of its successful educational management policies. It is the Canadian education system that is a member of the Organization for Economic Cooperation and Development (OECD) according to the Program for International Student Assessment with an OECD average of 520 (score above the OECD average of 487), and Morocco is in 75th place about four steps from the last with an OECD average of 359 (score well below the OECD average 487). The above is more than a reason to be inspired by the education system of this leading country in the field, which would lead to better results in terms of structural transformation, inclusive development, and efficient management of Moroccan education networks in the coming days.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.559
Threshold uncertainty score0.576

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
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 head0.088
GPT teacher head0.374
Teacher spread0.287 · 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