| Literature DB >> 26985362 |
Brigitte Wirth1, B Kim Humphreys1, Cynthia Peterson2.
Abstract
BACKGROUND: The influence of psychological factors on acute neck pain is sparsely studied. In a secondary analysis of prospectively collected data, this study investigated how several psychological factors develop in the first three months of acute neck pain and how these factors influence self-perceived recovery.Entities:
Keywords: Acute; Neck pain; Psychological factors; Recovery
Year: 2016 PMID: 26985362 PMCID: PMC4793758 DOI: 10.1186/s12998-016-0090-2
Source DB: PubMed Journal: Chiropr Man Therap ISSN: 2045-709X
Characteristics of the study population
| All patients ( | Patients with improvement after 1 month ( | Patients without improvement after 1 month ( | Patients with improvement after 3 months ( | Patients without improvement after 3 months ( | |
|---|---|---|---|---|---|
| Age (SD) | 38.3 (±13.8) | 37.5 (±13.8) | 47.5 (±15.0) | 38.6 (±13.8) | 47.3 (±16.2) |
| Gender (m/f) | 35/68 | 22/48 | 4/10 | 27/44 | 2/9 |
| Pain at baseline (SD) | 6.4 (±1.9) | 6.5 (±1.8) | 5.5 (±2.1) | 6.2 (±2.0) | 7.2 (±1.7) |
| BQ 4: anxiety BL/1 m/3 m (SD) | 5.5 (±2.9) | 5.6 (±2.8) | 4.3 (±2.9) | 5.3 (±3.0) | 6.7 (±1.7) |
| 2.1 (±2.7) | 1.6 (±2.2) | 5.0 (±2.9) | 1.7 (±2.4) | 5.3 (±2.7) | |
| 1.7 (±2.6) | 1.4 (±2.2) | 2.5 (±2.9) | 1.0 (±1.9) | 6.0 (±2.0) | |
| BQ 5: depression BL/1 m/3 m (SD) | 3.6 (±3.2) | 3.5 (±3.2) | 3.1 (±2.9) | 3.1 (±3.2) | 5.9 (±2.3) |
| 1.6 (±2.7) | 1.0 (±2.1) | 3.9 (±3.6) | 1.2 (±2.3) | 4.3 (±3.5) | |
| 0.8 (±2.0) | 0.5 (±1.2) | 1.9 (±3.0) | 0.4 (±1.3) | 3.7 (±2.9) | |
| BQ 6: fear avoidance BL/1 m/3 m (SD) | 4.7 (±3.1) | 4.6 (±3.1) | 4.6 (±2.6) | 4.5 (±3.2) | 5.7 (±1.6) |
| 2.0 (±2.7) | 1.5 (±2.1) | 4.4 (±3.8) | 1.6 (±2.5) | 4.7 (±2.5) | |
| 1.7 (±2.6) | 1.5 (±2.5) | 2.3 (±3.0) | 1.2 (±2.3) | 5.2 (±2.4) | |
| BQ 7: locus of control BL/1 m/3 m (SD) | 5.0 (±2.8) | 5.2 (±3.0) | 4.0 (±2.4) | 5.0 (±3.0) | 4.5 (±1.7) |
| 2.8 (±3.3) | 2.5 (±3.3) | 3.9 (±3.4) | 2.6 (±3.3) | 5.0 (±2.9) | |
| 2.2 (±2.9) | 1.6 (±2.3) | 4.2 (±4.0) | 1.6 (±2.6) | 5.7 (±2.5) |
BQ Bournemouth questionnaire
BL baseline
f female
m male
SD standard deviation
1 m 1 month
3 m 3 months
Co-occurrence of psychological factors with self-perceived recovery
| B (SE) | Exp B (Odds Ratio) | 95 % CI Exp B |
| |
|---|---|---|---|---|
|
| ||||
| Nagelkerke R2 = 0.05; AUC = 0.62 (95 % CI 0.48–0.75; | ||||
| BQ4: anxiety | −0.18 (0.13) | 0.83 | 0.64–1.08 | 0.171 |
| BQ5: depression | −0.01 (0.11) | 0.99 | 0.80–1.23 | 0.901 |
| BQ6: fear avoidance | 0.06 (0.13) | 1.06 | 0.82–1.36 | 0.667 |
| BQ7: locus of control | 0.04 (0.10) | 1.04 | 0.86–1.25 | 0.717 |
|
| ||||
| Nagelkerke R2 = 0.40; AUC = 0.85 (95 % CI 0.73–0.97; | ||||
| BQ4: anxiety | −0.55 (0.22) |
| 0.38–0.89 |
|
| BQ5: depression | 0.13 (0.21) | 1.14 | 0.76–1.71 | 0.540 |
| BQ6: fear avoidance | −0.25 (0.16) | 0.78 | 0.57–1.06 | 0.110 |
| BQ7: locus of control | 0.17 (0.16) | 1.19 | 0.87–1.63 | 0.286 |
|
| ||||
| Nagelkerke R2 = 0.63; AUC = 0.98 (95 % CI 0.94–1.00; | ||||
| BQ4: anxiety | −0.60 (0.29) |
| 0.31–0.97 |
|
| BQ5: depression | −0.13 (0.23) | 0.88 | 0.56–1.39 | 0.579 |
| BQ6: fear avoidance | −0.17 (0.18) | 0.84 | 0.59–1.21 | 0.353 |
| BQ7: locus of control | −0.20 (0.20) | 0.82 | 0.55–1.22 | 0.325 |
Logistic regressions with PGIC (0 = not improved, 1 = improved) of each time point as dependent variable and the psychological factors of the same time point as independent variables. Multicollinearity diagnostics: Tolerance: 0.27-0.72, VIF: 1.38-3.65. Numbers in bold indicate significant results.
AUC area under the receiver operating curve
BQ Bournemouth questionnaire
PGIC patient global impression of change
Prediction of self-perceived recovery by psychological factors at baseline
| B (SE) | Exp B (Odds Ratio) | 95 % CI Exp B | p | |
|---|---|---|---|---|
|
| ||||
|
| ||||
| Nagelkerke R2 = 0.02; AUC = 0.58 (95 % CI 0.43–0.72; | ||||
| BQ4: anxiety | −0.09 (0.15) | 0.92 | 0.68–1.24 | 0.572 |
| BQ5: depression | 0.07 (0.12) | 1.07 | 0.85–1.35 | 0.579 |
| BQ6: fear avoidance | −0.01 (0.12) | 0.99 | 0.78–1.25 | 0.928 |
| BQ7: locus of control | 0.09 (0.12) | 1.09 | 0.87–1.36 | 0.459 |
|
| ||||
| Nagelkerke R2 = 0.17; AUC = 0.76 (95 % CI 0.62–0.90; | ||||
| BQ4: anxiety | 0.44 (0.21) |
| 1.04–2.32 |
|
| BQ5: depression | −0.18 (0.16) | 0.83 | 0.61–1.14 | 0.247 |
| BQ6: fear avoidance | −0.33 (0.18) | 0.72 | 0.51–1.02 | 0.061 |
| BQ7: locus of control | 0.25 (0.16) | 1.28 | 0.93–1.77 | 0.529 |
|
| ||||
| Nagelkerke R2 = 0.22; AUC= 0.83 (95 % CI 0.72–0.93; | ||||
| BQ4: anxiety | 0.14 (0.22) | 1.15 | 0.74–1.78 | 0.529 |
| BQ5: depression | −0.41 (0.21) |
| 0.45–1.00 |
|
| BQ6: fear avoidance | −0.09 (0.18) | 0.91 | 0.64–1.29 | 0.597 |
| BQ7: locus of control | 0.25 (0.18) | 1.28 | 0.91–1.81 | 0.163 |
|
| ||||
|
| ||||
| Nagelkerke R2 = 0.001; AUC= 0.52 (95 % CI 0.39–0.66; | ||||
| Age | −0.001 (0.02) | 1.00 | 0.96–1.04 | 0.938 |
| Pain at baseline | 0.03 (0.14) | 0.97 | 0.74–1.28 | 0.841 |
|
| ||||
| Nagelkerke R2 = 0.18; AUC= 0.74 (95 % CI 0.58–0.90; | ||||
| BQ 4: anxiety | 0.12 (0.12) | 1.12 | 0.89–1.41 | 0.321 |
| Age | −0.05 (0.02) |
| 0.91–0.99 |
|
| Pain at baseline | 0.20 (0.16) | 1.22 | 0.89–1.68 | 0.225 |
|
| ||||
| Nagelkerke R2 = 0.21; AUC= 0.80 (95 % CI 0.69–0.91; | ||||
| BQ 5: depression | −0.26 (0.12) |
| 0.61–0.98 |
|
| Age | −0.04 (0.03) | 0.97 | 0.92–1.02 | 0.163 |
| Pain at baseline | −0.13 (0.20) | 0.88 | 0.60–1.31 | 0.536 |
Logistic regressions with PGIC (0 = not improved, 1 = improved) of each time point as dependent variable and the psychological factors at baseline as independent variables. Multicollinearity diagnostics model 1/model 2: Tolerance: 0.39-0.76/0.89-1.00, VIF: 1.31-2.59/1.00-1.13. Numbers in bold indicate significant results.
AUC area under the receiver operating curve
BQ Bournemouth questionnaire
PGIC patient global impression of change
Prediction of self-perceived recovery by changes in psychological factors
| B (SE) | Exp B (Odds Ratio) | 95 % CI Exp B |
| |
|---|---|---|---|---|
|
| ||||
|
| ||||
| Nagelkerke R2 = 0.05; AUC = 0.62 (95 % CI 0.48–0.76; | ||||
| BQ4: anxiety | 0.07 (0.10) | 1.07 | 0.88–1.29 | 0.488 |
| BQ5: depression | 0.16 (0.13) | 1.17 | 0.90–1.53 | 0.235 |
| BQ6: fear avoidance | −0.06 (0.11) | 0.95 | 0.76–1.17 | 0.603 |
| BQ7: locus of control | 0.02 (0.08) | 1.02 | 0.87–1.20 | 0.806 |
|
| ||||
| Nagelkerke R2 = 0.71; AUC = 0.97 (95 % CI 0.94–1.00; | ||||
| BQ4: anxiety | 0.93 (0.31) |
| 1.37–4.67 |
|
| BQ5: depression | 0.44 (0.36) | 1.56 | 0.77–3.15 | 0.218 |
| BQ6: fear avoidance | 0.35 (0.28) | 1.42 | 0.83–2.45 | 0.204 |
| BQ7: locus of control | 0.09 (0.16) | 1.09 | 0.79–1.50 | 0.598 |
|
| ||||
| Nagelkerke R2 = 0.36; AUC = 0.90 (95 % CI 0.82–0.98; | ||||
| BQ4: anxiety | 0.30 (0.20) | 1.35 | 0.92–1.99 | 0.123 |
| BQ5: depression | −0.17 (0.18) | 0.85 | 0.85 0.60–1.20 | 0.352 |
| BQ6: fear avoidance | 0.02 (0.15) | 1.02 | 0.76–1.37 | 0.074 |
| BQ7: locus of control | 0.23 (0.13) | 1.26 | 0.98–1.63 | 0.163 |
|
| ||||
|
| ||||
| Nagelkerke R2 = 0.001; AUC = 0.52 (95 % CI 0.39–0.66; | ||||
| Age | −0.001 (0.02) | 1.00 | 1.44–3.54 | <0.001 |
| Pain at baseline | 0.03 (0.14) | 0.97 | 0.74–1.28 | 0.841 |
|
| ||||
| Nagelkerke R2 = 0.57; AUC = 0.92 (95 % CI 0.85–0.99; | ||||
| BQ 4: anxiety | 0.81 (0.23) |
| 1.44–3.54 |
|
| Age | −0.01 (0.03) | 1.00 | 0.95–1.05 | 0.851 |
| Pain at baseline | 0.16 (0.21) | 1.17 | 0.77–1.78 | 0.454 |
|
| ||||
| Nagelkerke R2 = 0.12; AUC = 0.75 (95 % CI 0.63–0.86; | ||||
| Age | −0.04 (0.02) | 0.96 | 0.92–1.01 | 0.111 |
| Pain at baseline | −0.27 (0.19) | 0.76 | 0.53–1.10 | 0.152 |
Logistic regressions with PGIC (0 = not improved, 1 = improved) of each time point as dependent variable and the changes in the psychological factors as independent variables. Multicollinearity diagnostics model 1/model 2: Tolerance: 0.42-0.83/0.85-0.97, VIF: 1.20-2.38/1.00-1.18. Numbers in bold indicate significant results.
AUC area under the receiver operating curve
BQ Bournemouth questionnaire
PGIC patient global impression of change
Fig. 1Changes in psychological factors during the first three months of a first neck pain episode. The figure shows the development of anxiety, depression, fear avoidance and pain locus of control during the first three months of a first episode of acute neck pain (mean ± standard deviation). * p ≤ 0.05. ** p ≤ 0.01. *** p ≤ 0.001