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Record W2995168850 · doi:10.1172/vjossh.v5i5.497

Life courses of Amerasians in Vietnam: a qualitative analysis of emotional wellbeing

2019· article· vi· W2995168850 on OpenAlexaff
Bernice Ho, Susan A. Bartels, Sabine Lee

Bibliographic record

VenueUniversity of Birmingham Research Portal (University of Birmingham) · 2019
Typearticle
Languagevi
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsQueen's University
Fundersnot available
KeywordsPsychologyQualitative researchQualitative analysisSociologySocial science

Abstract

fetched live from OpenAlex

The Vietnam War left a legacy of mixed-race children fathered by American or other foreign soldiers and born to Vietnamese mothers. These Vietnamese Amerasian children often had difficulty integrating into their post-conflict societies due to stigmatization and they were typically economically disadvantaged. To address the paucity of knowledge about life courses of Amerasians who remained in Vietnam, we used SenseMaker®, a mixed methods data collection tool, to interview adult Amerasians living in Vietnam. Qualitative analysis of first-person narratives categorized by participants as being about “emotions” identified five major themes: discrimination, poverty, identity, the importance of family, and varying perceptions of circumstances. Experiences of discrimination were broad and sometimes systemic, affecting family life, the pursuit of education, and employment opportunities. Poverty was also an overarching theme and was perceived as a barrier to a better life, as a source of misery, and as a source of disempowerment. The resulting cycle of poverty, in which under-educated, resource-constrained Amerasians struggled to educate their own children, was evident. The negative emotional impact of not knowing one’s biological roots was also significant. Although there was a decrease in perceived stigma over time and some Amerasians were satisfied with their current lives, years of experiencing discrimination undoubtedly negatively impacted emotional well-being. The results highlight a need for community programs to address stigmatization and discrimination and call for support in facilitating international searches for the biological fathers of Vietnamese Amerasians.

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)0.005
metaresearch head score (Gemma)0.006
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 score0.023
Threshold uncertainty score0.047

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0060.005
Scholarly communication0.0030.003
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 head0.045
GPT teacher head0.360
Teacher spread0.314 · 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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Citations1
Published2019
Admission routes1
Has abstractyes

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