Age moderates the link between relationship desire and life satisfaction among singles
Bibliographic record
Abstract
Abstract Higher desire for a romantic partner has been shown to be associated with lower life satisfaction for singles, but research has not considered whether the strength of this association might vary across age groups. We collected data from single participants (N = 3057) across a broad age range (18 to 75 years of age,mean = 36.12,standard deviation[SD] = 12.34) to examine age as a moderator of the relationship between desire for a partner and singles' life satisfaction. Our results suggest that having greater desire for a partner is associated with lower life satisfaction for older (1SDabove the mean or 48.46 years) versus younger (1SDbelow the mean or 23.78 years) individuals. We also found some evidence that this age‐dependent association was stronger for women than men. Further, this interaction effect remained largely unchanged controlling for participants' attachment anxiety or avoidance. This study highlights the importance of considering how singlehood may play out differently for individuals at different life stages.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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 source (direct Gemma or distilled Codex), 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".