The relationship of adult attachment dimensions to pain-related fear, hypervigilance, and catastrophizing
Bibliographic record
Abstract
Despite the prominence of fear-avoidance models of chronic pain, there is a paucity of research regarding the origins of pain-related fear. Based on the premise that insecure attachment could be a developmentally based origin of elevated fear of pain, associations between adult attachment dimensions and constructs included in fear-avoidance models of chronic pain were investigated. Consistent with Bartholomew and Horowitz's [Bartholomew K, Horowitz LM. Attachment styles among young adults: a test of a four-category model. J Pers Soc Psychol 1991;61:226-44.] model, attachment was conceptualized as being comprised of a model of self dimension (i.e., degree of anxiety regarding rejection based on beliefs of personal unworthiness) and a model of others dimension (i.e., degree of interpersonal mistrust and discomfort with interpersonal closeness). A large university student sample free of chronic pain (N=278) completed a measure of adult romantic attachment (i.e., Experiences in Close Relationships Questionnaire; [Brennan KA, Clark CL, Shaver PR. Self-report measurement of adult attachment: an integrative overview. In: Simpson JA, Rholes WS, editors. Attachment theory and close relationships. New York: The Guilford Press, 1998. p. 46-76.]), the Fear of Pain Questionnaire-III [McNeil DW, Rainwater AJ. Development of the fear of pain questionnaire - III. J Behav Med 1998;21:389-410.], the Pain Vigilance and Awareness Questionnaire [McCracken LM. Attention to pain in persons with chronic pain: a behavioural approach. Behav Ther 1997;28:271-84.], and the Pain Catastrophizing Scale [Sullivan MJ, Bishop SR, Pivik J. The pain catastrophizing scale: development and validation. Psychol Assess 1995;7:24-532.]. It was hypothesized that insecure attachment would be positively associated with reports of pain-related fear, hypervigilance, and catastrophizing and that the model of self dimension would be the attachment variable most strongly associated with these variables. Correlation and multiple regression analyses supported these hypotheses. The model of self dimension had significant positive associations with each of the fear-avoidance constructs. The model of others dimension had a significant positive association with pain catastrophizing, but was not significantly associated with fear of pain and pain hypervigilance. Future research directions and potential clinical implications 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 | 0.001 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".