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Record W2097763561 · doi:10.3138/jcfs.45.1.31

The Changes in Mainland Chinese Families During the Social Transition: A Critical Analysis

2014· article· en· W2097763561 on OpenAlexvenueno aff
Anqi Xu, Yan Xia

Bibliographic record

VenueJournal of Comparative Family Studies · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicYouth Education and Societal Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsNuclear familyCohabitationExtended familyContext (archaeology)Mainland ChinaFamily lifeFamily valuesChinaPopulationUrbanizationSociologyIndustrialisationDemographic economicsEconomic growthDevelopment economicsPolitical scienceGender studiesEconomicsGeographyDemography

Abstract

fetched live from OpenAlex

China has seen a rapid urbanization and industrialization, and a dramatic improvement in the quality of life and living conditions since its economic reform started in 1980s. The changes in the social and economic context, and implementation of One Child Family Policy led to noticeable changes in family structure and relationship. While traditional extended families exist, there occur multiple forms of Chinese families, i.e. nuclear families, single-parent families, DINK families, the single person household and the cohabitant household. Some scholars view the changes as the deterioration of marriage and family values and growing emphasis on individualism. The current paper critically analyzes the major studies of Chinese families to understand the changes in family relationship, structure and values over the past 30 years. Three questions are asked: Has Chinese family become nuclear in structure and diverse in form? Have Chinese shifted their values from collective interests to individual interests? Has Chinese marriage become less important? The extended family is the dominant functional family form in which children and elderly are taken care of while nuclear family is the most common form. Single-person family, singleparent family, remarried family and childless family are a fraction of the population. Families continue to prioritize collective interest over individual interest. Overall Chinese value marriage. The first marriage is postponed. Premarital sex is less stigmatized, but cohabitation remains marginalized. Contemporary family is fluid and dynamic.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.180
Threshold uncertainty score0.357

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0080.004
Scholarly communication0.0020.002
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.060
GPT teacher head0.426
Teacher spread0.365 · 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 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

Citations152
Published2014
Admission routes1
Has abstractyes

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