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A social pedagogy lens for social work practice with return migrants

2021· article· en· W3205771909 on OpenAlexaff
Kaltrina Kusari, Christine A. Walsh

Bibliographic record

VenueInternational Journal of Social Pedagogy · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsRepatriationRefugeeContext (archaeology)Social workPraxisPolitical sciencePopulationSociologyEuropean unionEconomic growthCriminologyLawGeographyDemographyBusinessEconomics

Abstract

fetched live from OpenAlex

The number of asylum rejections has increased in recent years, yet successful claims differ dependent on the originating county of the asylum seekers. In 2018, the European Union rejected 25 per cent of the 519,000 asylum requests which it received (Eurostat, 2019). Kosovars were the fourth-largest group of asylum seekers in Europe in 2015 and 96 per cent of them were rejected and returned to Kosova. Rejected asylum seekers and those who lose their temporary status are returned to their countries of origin partly because the EU endorses repatriation, or the return of forced migrants to their country of origin, as a preferred solution to the migration crisis. This, despite a significant body of research which substantiates that repatriation is not sustainable and current repatriation policies have seldom considered the experiences of rejected asylum seekers. Considering that social workers are the first point of contact for many rejected asylum seekers, models of practice which inform social work with this population are needed. This article uses the case of Kosovar returnees to examine the utility of a social pedagogy lens to better prepare social workers to work with returnees. Social pedagogy, with its dedication to social justice, the importance it places on local and regional contexts, as well as its attention to praxis, is well placed to guide social workers in partnering with return migrants as they navigate the complex realities of reintegration. While grounded in Kosova’s context, the social pedagogy framework has global implications considering the increasing number of return migrants worldwide.

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.

How this classification was reachedexpand

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.915
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.084
GPT teacher head0.481
Teacher spread0.397 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2021
Admission routes1
Has abstractyes

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