The Empty Nest Syndrome in Midlife Families
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This study explores parental health and well-being in relation to “empty nest” transitions. Focus is placed on the purported empty nest syndrome (i.e., self-reported experiences of depression and emotional distress when children leave home) and variations by parental gender and cultural background. This study is primarily based on in-depth telephone interviews conducted in 2006 and 2007 with a subsample ( n = 316) of parents from four cultural groups (British, Chinese, Southern European, and Indo/East Indian) living in Metro Vancouver, British Columbia. A mixed-methodological approach is used whereby both quantitative and qualitative strategies are combined. Findings reveal that overall only a minority of parents report having experienced the empty nest syndrome. However, cultural background and other sociodemographic and relational processes are found to influence the likelihood of reporting this condition. With increasing cultural diversity in North American society, these results have the potential to shed light on a significant life course transition.
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.
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