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Record W2096735272 · doi:10.22004/ag.econ.196446

Społeczne i ekonomiczne konsekwencje migracji zewnętrznych mieszkańców obszarów wiejskich

2010· article· en· W2096735272 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

VenueAgEcon Search (University of Minnesota, USA) · 2010
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicPolish socio-economic development
Canadian institutionsnot available
Fundersnot available
KeywordsEmigrationResidenceUnemploymentPopulationDemographic economicsAsset (computer security)Rural areaGeographyPromotion (chess)Political scienceEconomic growthDevelopment economicsSocioeconomicsPoliticsSociologyDemographyEconomics

Abstract

fetched live from OpenAlex

The article presents the outcomes of rural dwellers’ migrations in the economic and social aspect. Apart from defining the phenomenon of external migration against the background of current social trends, also a review of motives for migration including the push factors (home country) and the pull factors (host country) in three aspects: economic-demographic, political and socio-cultural are presented. Furthermore, the economic effects of population flows from the perspective of functioning of the countries affected by mass emigration are discussed extensively. The empirical part of the article is focused on an analysis of results of studies conducted on a group of approximately 100 person involved in economic emigration. Respondents, whose permanent place of residence is South- Eastern part of Poland, have most frequently chosen the USA or Canada as the target country, whereas in Europe they migrated to Ireland, Germany and the United Kingdom. Willingness to improve their material status, the threatening unemployment or continuation of education prevailed among the reasons for migration. These elements were also most frequently indicated as positive outcomes of the decisions, whereas an additional asset of the emigration was an improvement of one’s status in the society or better chances for professional promotion, but also a cognitive motive. On the other hand the respondents pointed to negative results of migration, among which social effects like trauma caused by prolonged separation from the family, loosened family bonds or health injuries, and in the economic aspect the considerable costs incurred by the mobility. / Synopsis. Artykuł prezentuje skutki migracji ludności obszarów wiejskich w aspekcie ekonomicznym i społecznym. W opracowaniu, poza zdefiniowaniem zjawiska migracji zewnętrznych na tle współczesnych tendencji społecznych, zaprezentowano zestawienie motywów migracyjnych z uwzględnieniem czynników wypychających (kraj macierzysty) oraz przyciągających (kraj goszczący) w odniesieniu do trzech płaszczyzn: ekonomiczno-demograficznej, politycznej i społeczno-kulturowej. W dalszej kolejności sporo miejsca poświęcono ekonomicznym skutkom przepływu ludności z punktu widzenia funkcjonowania państw dotkniętych masową migracją. W części empirycznej skupiono się na analizie wyników badań przeprowadzonych metodą ankietową na grupie blisko 100 osób podejmujących zagraniczne wyjazdy zarobkowe.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.331
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0080.006

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 head0.032
GPT teacher head0.204
Teacher spread0.171 · 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