The Gender Division of Household Labor in Vietnam: Cohort Trends and Regional Variations
Why this work is in the frame
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Bibliographic record
Abstract
This study addresses the extent of change and region al differences in gender roles in the Vietnamese family based on innovative surveys in northern and southern Vietnam. The similarities and differences in political, economic, and social histories between northern and southern Vietnam provide a compelling setting to investigate the impact of socialist policies and the recent shift from a centrally planned to a market economy on gender stratification in the domestic spheres. We assess determinants of the gender division of household labor among three marriage cohorts that underwent early marital years during 1) the Vietnam War and mass mobilization, 2) nationwide socialist collectivization and economic stagnation, and 3) market reform. We find that Vietnamese wives still do the vast majority of housework. In this sense, government efforts to change gender roles apparently have had at most limited success. Vietnamese husbands in the most recent marriage cohort, however, are more involved in household budget management and childcare than those in the two earlier cohorts. Thus, contrary to claims of some observers, evidence does not suggest that gender equality in the Vietnamese household has been deteriorating after the market reform.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it