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Record W4408289103 · doi:10.1080/13229400.2025.2477242

Intensification of traditional mothering ideals in migration contexts: low-income Mainland Chinese cross-border mothers in Hong Kong

2025· article· en· W4408289103 on OpenAlexaff
Ping Lam Ip, Wai‐chi Chee

Bibliographic record

VenueJournal of Family Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsSociologyMainland ChinaMainlandGender studiesProject commissioningLow incomePublishingChinaPolitical scienceGeographySocioeconomics

Abstract

fetched live from OpenAlex

Research on migration and mothering has primarily focused on how migration reframes motherhood. Mothers are expected to be the primary caregivers and prioritise their children’s wellbeing over their own. However, transnational mothers face tensions between this conventional ideal and migration realities. Most research has concentrated on the strategies of migrating mothers in resolving these tensions. This study, however, reveals that not all migrant mothers could renegotiate ‘good mothering’ to counter traditional ideals. The authors conducted individual in-depth interviews with 26 low-income cross-border Chinese mothers coming from Mainland China to Hong Kong. The study found that they reinforced and intensified traditional mothering ideals and struggled to meet such moral expectations because their visa status did not allow employment and access to Hong Kong’s social security system. Mothers subordinated their own needs and wellbeing to prioritise their children’s. They blamed themselves for not being able to care for their family in Mainland China. They also needed to rebuild social networks in Hong Kong centred around their children’s needs. The findings suggest that migrant mothers’ agency to redefine motherhood in a transnational context is limited by the intersection of their social class and citizenship status.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.078
Threshold uncertainty score0.155

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.002
Scholarly communication0.0020.001
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.032
GPT teacher head0.410
Teacher spread0.378 · 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
Published2025
Admission routes1
Has abstractyes

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