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Record W3198758376 · doi:10.5539/ass.v17n9p11

A Critical Ethnography of Myanmar Migrants’ Grassroots Multilingualism at a Chinese Massage Parlour

2021· article· en· W3198758376 on OpenAlexvenueno aff
NI Zhi-juan

Bibliographic record

VenueAsian Social Science · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicChina's Ethnic Minorities and Relations
Canadian institutionsnot available
Fundersnot available
KeywordsChinaEthnographySociologyParticipant observationGender studiesPolitical scienceSocial scienceAnthropology

Abstract

fetched live from OpenAlex

While China is broadening its gateway into South Asia and Southeast Asia, millions of foreign migrant workers cross the border and seek their transnational fortune in China’s border provinces. However, within the existing literature in migrant workers in China, language is rarely a research target in itself. As one of the important social actors language plays a key role shaping migrant workers’ life trajectories. Adopting Spolsky’s language policy theory and following the critical ethnography with migrant workers (Han, 2013; Mathews, 2011), this study explores the interplay of national polices of massage parlour management at a macro level, employers’ stipulations of managing Myanmar migrants at a meso level and Myanmar migrants’ language practices at micro level. Grounded upon critical sociolinguistic ethnography, data is collected from a China’s massage parlour at border town through the participant observation in and out of massage parlour, field notes, semi-structured interviews and documents. The study probes into how Chinese geopolitics of the wider process of regional development facilitates or constrains Myanmar migrants, how they mobilize social resources to expand their multilingual repertoires and how Chinese employer manages Myanmar migrants in language and life aspects. Findings reveal that there is no specific language policy at the recruitment stage. However, when Myanmar migrant workers start to work, language emerges as implicit but powerful medium streaming the likelihood of upward mobility. Other social factors, such as gender, nationality, religion and class also influence their mobility and integration into China’s local society. The study expands the understanding of language management and grassroots multilingualism in the context of globalization from below. Also the study provides implications on language policy making, migrants integration and education for migrants of multilingual backgrounds.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.705
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0030.004
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.025
GPT teacher head0.372
Teacher spread0.347 · 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; both teacher heads agree on what is shown here.

Study designObservational
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
Published2021
Admission routes1
Has abstractyes

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Same venueAsian Social ScienceSame topicChina's Ethnic Minorities and RelationsFrench-language works237,207