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Record W2598572924 · doi:10.1111/area.12314

Doing fieldwork the Chinese way: a returning researcher's insider/outsider status in her home town

2017· article· en· W2598572924 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueArea · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicQualitative Research Methods and Ethics
Canadian institutionsMcGill University
Fundersnot available
KeywordsInsiderSociologyInterviewNegotiationChinaEthnic groupGender studiesField (mathematics)UnderclassPublic relationsSocial sciencePolitical scienceLawAnthropology

Abstract

fetched live from OpenAlex

Insider/outsider status has been recognised in geographical literature as an important aspect of positionality on which researchers should reflect critically. Based on my fieldwork experience in Dali, southwest China, this paper articulates an account of the co‐existence of ‘insiderness’ and ‘outsiderness’ during the research process in a way that adds nuance to scholarly challenges to conceptions of insider/outsider status as an oppositional binary. I touch on several dilemmas that arose over the course of my fieldwork in my home town, such as working with local research assistants, ‘encountering’ a Western supervisor in the field and interviewing local people. I argue that interacting in the field with people from different ethnic, professional or socioeconomic characteristics dynamises a researcher's insider/outsider position, bringing his or her in‐between position to the fore. In this paper, I highlight the tensions and negotiations arising from my experience of in‐betweenness in Dali. I also point out several particularities of doing fieldwork in China by referring to Chinese ways of thinking and communication, and analyse how insiderness complicates the research process with particular regard to China. Finally, I conclude that working in the field is not only a process of data collection, but also a process of learning ‘who I am’.

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.

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)0.013
metaresearch head score (Gemma)0.020
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.367
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0130.020
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.231
GPT teacher head0.531
Teacher spread0.300 · 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