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Record W3083779279

A qualitative inquiry into the socio-economic conditions of Nigerian immigrant families in Canada

2018· dissertation· en· W3083779279 on OpenAlexaboutno aff
Cosmos Domfeh

Bibliographic record

VenueMspace (University of Manitoba) · 2018
Typedissertation
Languageen
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationQualitative researchSociologyPolitical scienceGender studiesGeographySocioeconomicsSocial scienceArchaeology
DOInot available

Abstract

fetched live from OpenAlex

Immigration has been used by governments to provide labour to resolve shortages in many occupations across many countries. The arrival of people, especially to high income countries like Canada and United States, has been largely regulated to accept applicants with the desired skills to meet the labor demand. Almost two-thirds of all immigrants to Canada are part of this “economic stream” of “selected” migrants. What these economic explanations fail to consider is that for immigrants, the imperative to migrate is not solely based on individual economic motives. Considering the needs of families is not only important for immigrants themselves but has been shown to improve general integration and reduce the chance of subsequent secondary migration. This thesis examines the socio-economic conditions of recent Nigerian immigrant families to Winnipeg, Canada. The study specifically explores immigrants’ motivation for migration, lived experiences, expectations and challenges by examining the family as a unit of analysis. Most existing studies have been limited to focusing on quantitative methods in studying the experiences of individual immigrants without paying any attention to the important family contexts and outcomes of migration. This study uses a qualitative research design using interviews with eleven participants. The New Economic of Labour Migration theory is employed to study the households. Three themes emerged from the interviews: economic conditions are not the only reason for moving to Canada, life satisfaction, and future outlook. The study revealed that Nigerian immigrants’ motivation for migration is primarily based on economic considerations for their families, but that other motives include better life for children, security and prospects for their future. Almost all immigrants settled for jobs which did not match their qualifications and experiences upon arrival. However, their situation improved as time in Canada increased. Most of the participants were optimistic about their future in Canada.

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)0.003
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.169
Threshold uncertainty score0.341

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0300.006
Scholarly communication0.0040.001
Open science0.0010.003
Research integrity0.0010.002
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 head0.019
GPT teacher head0.285
Teacher spread0.266 · 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

Citations0
Published2018
Admission routes1
Has abstractyes

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