Intimacy and Couple Satisfaction: The Moderating Role of Romantic Attachment
Bibliographic record
Abstract
The present study extends findings regarding the established relation between intimacy (emotional and sexual)and couple satisfaction by investigating dyadic processes of intimacy (actor and partner effects) and themoderating role of gender and insecure romantic attachment on this relation. Using a sample of 117 heterosexualcouples, results analyzed through an Actor-Partner-Interdependence Model revealed that only actor and partneremotional intimacy were significantly and positively related with actor couple satisfaction when examinedsimultaneously with sexual intimacy; stronger effects were revealed for actor versus partner emotional intimacy.Actor avoidant attachment was also found to moderate the aforementioned association, such that a decreasedpositive relation was demonstrated between actor emotional intimacy and actor couple satisfaction. Thus, resultssuggest that emotional intimacy may play a less important role in the attainment of satisfactory couplerelationships amongst individuals exhibiting higher attachment avoidance. The myriad of additional practical andclinical implications of findings are discussed.
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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 | 0.002 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".