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Record W2256798474

الآثار الإقتصادية للهجرة الخارجية للعمالة فى مصر [The Economic Impacts for the Labor Emigration in Egypt]

2009· article· ar· W2256798474 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

VenueMPRA Paper · 2009
Typearticle
Languagear
FieldEconomics, Econometrics and Finance
TopicFinancial Risk and Volatility Modeling
Canadian institutionsnot available
Fundersnot available
KeywordsEmigrationEconomicsWageDemographic economicsLabour economicsGeography
DOInot available

Abstract

fetched live from OpenAlex

Egyptian labor emigration is considered one of the changes, that led to the structural distortions in the domestic labor market in Egypt, the countries gulf were the main source of the Egyptian labor temporal emigration, while the USA, Canada, and Australia were the main source of the permanent emigration from Egypt. After the first gulf war, the Egyptian economy faced labor immigration. The study research problem, handled nature of the economic changes as a result of Egyptian labor emigration, so objective of the study is to explore the economic impacts for labor emigration, and the most variables affecting this emigration, and the trends of the workers’ remittances. The study used the regression analysis, i.e., simple regression, and simultaneous equations system by three stages least squares (3SLS), through the period (1990-2006), and took with considerations autocorrelation, heteroscedasticity, non normality, and multicollinearity problems. The results indicated that there was a statistical significance decreasing in the permanent emigration, and there was a statistical significance increasing in the temporal emigration. Saudi Arabia captured the most Egyptian emigration, also, Kuwait, and Jordan. In general the whole emigration increased significantly during the period of the study. Workers’ remittances from USA captured more than the third part during the period (2000-2006). Emigration model was estimated by (3SLS) with Newey-West’s generalized method of moments (GMM). The results indicated that, increasing workers’ remittances and unemployed led to increase emigration, while increasing the demand for domestic labor and the annual labor wage have an effect for decreasing emigration. Finally, some recommendation were mentioned, for encouragement emigration, i.e., activating and establishment the international relationships between Egypt and the neighboring countries, a diplomatic effort for emigration stabilization abroad, the search of new labor market in other countries. Also some recommendation with respect to immigration, i.e., simplification investment procedures, encouragement the industries that have an intensive human labor, and activating the training role that agree with the labor market requirements, for developing the human resources.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.450
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.001

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 head0.025
GPT teacher head0.249
Teacher spread0.224 · 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