Validation of the Burn Survivor Fear-Avoidance Questionnaire and Its Association With Pain Intensity, Catastrophizing, and Disability
Bibliographic record
Abstract
According to the Fear-avoidance (FA) model, FA beliefs can lead to disability due to avoidance of activities expected to result in pain or further injury. Extensive research on the relationship of FA, pain, catastrophizing, and disability has been generated with patients suffering from chronic neck and back pain, but little research has been conducted with burn survivors. To address this need, the Burn Survivor FA Questionnaire (BSFAQ) was developed (Langlois J, Vincent-Toskin, S, Duchesne, P et al. Fear-avoidance beliefs and behaviors of burn survivors: A mixed-methods approach. Burns 2021;47:175-89.) but has not been validated. Thus, the primary objective of this study was to investigate the construct validity of the BSFAQ among burn survivors. The secondary objective was to examine the relationship between FA and 1) pain intensity and 2) catastrophizing at baseline, 3 months and 6 months postburn, and 3) disability among burn survivors at 6 months postburn. A prospective mixed-methods approach was used to examine the construct validity by comparing the quantitative scores of the BSFAQ to independently performed qualitative interviews of burn survivors (n = 31) that explored their lived experiences, to determine if the BSFAQ discriminated those who had, from those who did not have FA beliefs. Data for the secondary objective, scores of burn survivors (n = 51) pain intensity (numeric rating scale), catastrophizing (pain catastrophizing scale), and disability (Burn Specific Health Scale-brief), were collected through a retrospective chart review. For the primary objective, Wilcoxon rank sum test results showed a statistically significant difference (P = .015) between the BSFAQ scores of participants who were identified from the qualitative interviews as fear avoidant compared to those who were identified as non fear avoidant, with a receiver operating characteristic curve indicating that the BSFAQ correctly predicted FA 82.4% of the time. For the secondary objective, Spearman correlation test results showed a moderate correlation between FA and 1) pain at baseline (r = .466, P = .002), 2) catastrophizing thoughts over time (r = .557, P = .000; r = .470, P = .00; r = .559, P = .002 respectively at each time point), and 3) disability at 6 months postburn (r = -.643, P = .000). These results support that the BSFAQ is able to discriminate which burn survivors are experiencing FA beliefs. It is also consistent with the FA model since burn survivors who express FA are more likely to report higher levels of pain early during their recovery that correlates with persistently elevated catastrophizing thoughts and ultimately results in higher self-reported disability. The BSFAQ demonstrates construct validity and is able to correctly predict fear-avoidant burn survivors; however, additional research is required to further examine the BSFAQ's clinimetric properties.
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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 | 0.010 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".