Increased behavioural inhibition and decreased behavioural activation in whiplash‐associated disorders: Associations with health outcomes
Bibliographic record
Abstract
BACKGROUND: Motivation can be investigated with the BIS (Behavioural Inhibition System)/BAS (Behavioural Activation System) scale. BAS regulates the motivation to approach goal-oriented outcomes, particularly rewarding stimuli and situations, while BIS regulates escape and avoidance of unpleasant outcomes. Chronic whiplash-associated disorders (WAD) is a heterogenous pain condition with known alterations in motivated behaviour. The study aimed (1) to investigate the relationship between BIS/BAS, and pain and disability with quality of life and psychological measures in chronic WAD; (2) to determine if BIS and/or BAS mediate the relationships between pain, disability, and psychological symptoms and quality of life. METHODS: 254 chronic WAD patients participated in the study. Outcome measures were assessed using self-report questionnaires. BIS/BAS scores were compared to published normative data. Differences in health outcomes for participants within/outside normative 95% confidence intervals were compared and correlations with health measures tested. Mediation models explored bi-directional associations between stress, anxiety, depression, post-traumatic stress severity, pain catastrophizing, and quality of life with pain and disability. RESULTS: Participants who exceeded normative 95% confidence intervals for BIS demonstrated higher scores for pain interference, disability and all mental health measures. No mediating role of BIS/BAS on the relation between pain and disability with quality of life and health outcomes could be confirmed. CONCLUSIONS: A comparatively large proportion of the sample exceeded the 95% confidence interval for BIS and BAS scores with associations of these scores with health outcomes, but altered motivation to approach goal-oriented outcomes appears to play only a subordinate role in chronic WAD. SIGNIFICANCE STATEMENT: In line with current theories, we found a large proportion (30%-50%) of patients with whiplash-associated disorders (WAD) showing signs of altered function in the Behavioural Inhibition System (BIS) and Behavioural Activation System (BAS) suggesting altered reward processing and motivation in these patients. While such altered functions showed associations with pain interference, disability and all mental health measures, reward processing could no be demonstrated as a pathogenetically relevant factor in chronic WAD patients.
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.
How this classification was reachedexpand
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 | 0.004 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".