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Record W6931606752 · doi:10.5281/zenodo.7994219

Lived Vulnerabilities in Asylum and Migration. Confronting the 'Vulnerability' Label with Migrants' Experiences

2023· report· en· W6931606752 on OpenAlexaboutno aff

Bibliographic record

VenueOpen Repository and Bibliography (University of Liège) · 2023
Typereport
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicAnimal Genetics and Reproduction
Canadian institutionsnot available
FundersHorizon 2020 Framework ProgrammeEuropean Commission
KeywordsRefugeePersecutionAsylum seekerOrder (exchange)DeportationDeveloping countryPhase (matter)Middle East

Abstract

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This report introduces the seven country reports that were produced as part of the VULNER project to understand migrants’ experiences of their vulnerabilities, and how they are shaped by the existing legal frameworks governing access to ‘protection’ (broadly understood as including a legal status, such as the refugee status, and access to dedicated services, such as temporary housing for asylum seekers). These reports were drafted following the second research phase of the VULNER project, which focussed on documenting and analysing migrants’ experiences. They follow a first research phase, during which the laws and practices through which institutional actors assess vulnerabilities were documented and analysed in each of the countries under study. he countries under study are located in Europe (Belgium, Germany, Italy and Norway), Africa (Uganda), the Middle East (Lebanon) and North America (Canada) – thereby mixing Western countries with developing ones in order to draw lessons from the long-standing tradition of mobilizing ‘vulnerability’ as a criterion to identify aid beneficiaries in first countries of asylum. Such lessons are particularly useful when seeking to assess the promises, challenges, and pitfalls of the increasing trend of assessing vulnerabilities as part of asylum proceedings in Europe. The first research phase revealed the various functions played by the concept of ‘vulnerability’ in legal reasoning in Europe, from identifying specific needs as part of the asylum process and when giving access to reception services, to including positions of ‘vulnerability’ as a relevant consideration when assessing the risk of persecution and ill-treatment in countries of origin. Based on the analysis of legal sources and administrative guidelines, as well as interviews with decision-makers on the ground (social workers, public servants in charge of deciding on asylum applications, asylum judges, etc.), the first VULNER reports showed the challenges, constraints, and limitations they face when seeking to address vulnerabilities among migrants seeking protection. Taken together, they demonstrated the transformations that the notion of ‘vulnerability’ undergoes as it becomes a legal and bureaucratic category that guides decision-making processes. They hinted at a disconnect between migrants’ experiences of their vulnerabilities on the one hand, and on the other how they are translated in law and considered through the practices of state actors. The second research phase thus sought to analyse how migrants seeking protection experience their vulnerabilities: what do they identify as their main life challenges? To this end, a field research was conducted, combining on-site observations with interviews with migrants and other relevant practitioners, such as NGO case workers. When analyzing the collected data in each corresponding country report, particular attention was given to the temporality of experiences of vulnerability; to the intersection between individual characteristics (such as health or gender), personal circumstances (such as the migration journey and past persecutions), and structural factors (such as the rules governing the organization of asylum processes and reception conditions, and asylum and migration movements more broadly); and to how migrants exercise their agency in view of overcoming their vulnerabilities and navigating obstacles to their mobility. This report builds on the analyses that were made by each of the VULNER project partners within their respective fields. It connects them with the main findings of our project’s first research phase, and it shows how they empirically document the risks and challenges resulting from the use of ‘vulnerability’ as a tool for asylum and migration governance. Better consideration of migrants’ vulnerabilities bears the promise of enhancing the connection between state practices and migrants’ experiences, thereby supporting the implementation of asylum and migration laws and policies through operational norms, standards, and practices that rest on an appropriate understanding of the realities on the ground that they seek to govern and regulate. At policy-making level, adequate attention to migrants’ vulnerabilities, including how these can also be the result of and/or exacerbated through some political choices, also carries the promise of sustaining the development of asylum laws and policies that give appropriate consideration to migrants’ protection needs. Yet, these promises go with pitfalls. These include reducing migrants’ vulnerabilities to some strictly defined individual and bodily characteristics, without considering experiences of vulnerability in their situated and relational dimensions; and overlooking migrants’ abilities at developing coping strategies, including by navigating obstacles to their mobility, thereby essentializing them as passive and innocent victims. Such pitfalls risk sustaining, in turn, state norms and practices that confine attention to migrants’ vulnerabilities to yet another selective bureaucratic category, thereby contributing to the inflation of legal categorisations that limit and reduce migrants’ care to a contingency. They also risk perpetuating excessively moralized outlooks on migrants’ experiences, thus feeding emotional political debates that oppose stereotypical figures of ‘migrant victims’ and ‘migrant perpetrators’. In view of reducing such risks, operational practices and policymaking debates should acknowledge the primacy of legal standards over considerations of migrants’ vulnerabilities. Only then could ‘vulnerability’ become an appropriate conceptual tool for use in designing operational standards, measures and strategies that accompany the implementation of legal standards in individual cases, and that guide how decision-makers on the ground make use of their leeway when implementing the law on a daily basis. If not, the current trend of emphasizing the protection needs of the most vulnerable migrants, asylum seekers, and refugees will fall into the trap of humanitarianism – focussing on compassion and deservingness, and ultimately reducing migrants’ fundamental rights to peripheral and exceptional considerations.

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)0.008
metaresearch head score (Gemma)0.009
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.019
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.009
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0190.055
Scholarly communication0.0120.012
Open science0.0020.022
Research integrity0.0040.006
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 head0.044
GPT teacher head0.280
Teacher spread0.236 · 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".

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Citations0
Published2023
Admission routes1
Has abstractyes

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