MétaCan
Menu
Back to cohort
Record W4411004904 · doi:10.1007/s12134-025-01273-x

Welfare Pluralism and a Policy Window in Refugee Policies: The Emergence and Proliferation of Community Sponsorship in Europe, 2013–2023

2025· article· en· W4411004904 on OpenAlexaboutno aff
Renata Stefańska, Aleksandra Grzymała-Kazłowska, Dominik Wach

Bibliographic record

VenueJournal of International Migration and Integration / Revue de l integration et de la migration internationale · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Policy and Reform Studies
Canadian institutionsnot available
FundersNarodowe Centrum Nauki
KeywordsRefugeePluralism (philosophy)Window of opportunityWelfarePolitical scienceDevelopment economicsEconomicsLawEngineering

Abstract

fetched live from OpenAlex

Abstract The last decade in Europe has been marked by unprecedented refugee crises. In the face of existing ineffective and insufficient refugee reception and integration systems, and the tension between more unfavourable general attitudes and restrictive refugee policies on the one hand, and calls for more humanitarian and engaged approaches simultaneously articulated in some segments in receiving societies on the other hand, the need for new tools has become even more acute. States and international institutions are looking for new measures and solutions pressured by civil society actors. Among different approaches, those related to community sponsorship (CS) developed in Canada since the 1970s have become particularly important, which reflects an emerging trend towards more welfare pluralism in receiving and supporting refugees. Drawing on the citizen hosting movement, these initiatives utilise and generate civil society engagement and can increase societies’ acceptance of refugees’ admission and support. This paper outlines the development of CS programmes in Europe. Three waves of development of these programmes can be observed following the refugee crisis associated with the Arab Spring in the mid-2010s, the takeover of power by the Taliban in Afghanistan, and the outbreak of the full-scale war in Ukraine after 24 February 2022. We will explain where such programmes are established (and where they are not) and what factors influence this, including the role of policy windows, policy transfer, policy entrepreneurs, social policy models implemented in the countries in question, and political parties. The theoretical underpinning of the study is the multiple streams theory combined with the policy transfer theory and historical institutionalism.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.032

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.004
Scholarly communication0.0060.003
Open science0.0000.005
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.028
GPT teacher head0.369
Teacher spread0.342 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of International Migration and Integration / Revue de l integration et de la migration internationaleSame topicSocial Policy and Reform StudiesFrench-language works237,207