Informal care and labour force participation among middle-aged women in Spain
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Informal care is today the form of support most commonly used in Spain by those who need help in order to carry out basic daily activities. The potential labour opportunity costs incurred by Spanish informal carers have not as yet been quantified. In this paper we use the Spanish subsample of the European Community Household Panel (1994–2001) to estimate an econometric model which we exploit to examine the effects of various types of informal care on labour market outcomes. Our results reveal the existence of non-negligible costs in terms of foregone employment for carers who live with the dependent person and/or provide more than 28 h of care/week. We also find that providing care for more than a year has negative effects on employment. Nonetheless, there seems to be no contemporaneous employment effects associated to either starting or ending an episode of care.
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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 | 0.000 | 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 | 0.000 | 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