The Management of Retirement Savings Among Financially Heterogamous Couples
Bibliographic record
Abstract
Retirement scholars (and policy makers) have traditionally assumed spouses share their retirement savings, even when they are financially heterogamous and their individual saving capacities diverge. Recent research, however, has challenged this assumption, emphasising that wealth is unequally distributed within couples. In this study, we contribute to this debate by exploring how often financially heterogamous spouses describe their management of retirement savings as joint and redistributive. Data collected in Québec (Canada) in 2015 show that 28 per cent of couples with an income differential report to balance retirement savings across partners. Building on exchange and institutional theories of conjugal behaviour, we also stress that the prevalence of this practice varies with several factors, including union duration and matrimonial status. These findings suggest policy makers underestimate the size of the population at risk of old age financial vulnerability when assuming lower-income individuals are well prepared for retirement if partnered with a better-off spouse who saves.
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How this classification was reachedexpand
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 | 0.000 | 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 | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".