Who Is in Charge of Family Finances in the Russian Two-Earner Households?
Why this work is in the frame
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Bibliographic record
Abstract
Using a recent representative survey and supplemental interviews, we investigate household money management and domestic power dynamics in contemporary Russian two-partner families. During the Soviet period, it was women who typically managed household money. Today, while 45.6% of contemporary Russian two-partner households pool money and manage it jointly, and in about a quarter of families women are in charge, families with men in control of domestic money are on the rise among more affluent spouses who have been married for less than 20 years. While previous work finds evidence for the feminization of poverty in the postcommunist region, we underscore the otherwise hidden aspects of inequality—gendered access to household money among the relative “winners” of the transition: Younger and more affluent families. We place these changes in the context of neoliberal market reforms, including labor market and welfare policy changes and the rise of neoconservative gender ideology.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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