Predictive validity:
Adult-onset (age > 16) spinal cord injury (ADAPSS Long Form): (Dean & Kennedy 2009; n = 180, mean age = 46 years (age range = 19-65), 69% men, 31% women; injury level: 60% of respondents reported paraplegic injuries, 37% reported tetraplegic injuries)
ADAPSS and concurrent depression/anxiety (regression) The ADAPSS factors Fearful Despondency, Personal Agency, and Determined Resolve were found to predict unique variance in concurrent depression. These ADAPSS subscales were found to predict 62.9% of the variance in depression compared to 52.9% predicted by a non-SCI appraisal measure (The Appraisal of Life Events Scale; Ferguson et al., 1999).
Significant Predictors of Concurrent Depression Variable | Standardized Coefficients | β | t | p | Fearful Despondency (ADAPSS) | 0.209 | 2.717 | 0.007 | Personal Agency (ADAPSS) | 0.188 | 3.179 | 0.002 | Determined Resolve (ADAPSS) | 0.257 | 4.222 | 0.001 | Loss Appraisals (ALE) | 0.113 | 1.252 | 0.212 | Challenge Appraisals (ALE) | -0.078 | -1.402 | 0.163 | Threat Appraisals (ALE) | 0.152 | 1.741 | 0.084 | Type of spinal cord injury | 0.105 | 2.214 | 0.028 | Age at injury | 0.072 | 1.438 | 0.153 |
ALE = Appraisal of Life Events scale The ADAPSS factors Personal Agency and Fearful Despondency were found to significantly predict 46.9% of the variance in concurrent anxiety when controlling for a non-SCI appraisal measure (The Appraisal of Life Events Scale; Ferguson et al., 1999). As the largest standardized beta coefficient was 0.332 for the threat subscale of The Appraisal of Life Events Scale (53.7% of the variance in concurrent anxiety), this suggests that in the sample this variable had the largest impact on level of concurrent anxiety.
Significant Predictors of Concurrent Anxiety Variable | Standardized Coefficients | β | t | p | Fearful Despondency (ADAPSS) | 0.222 | 2.821 | 0.005 | Personal Agency (ADAPSS) | 0.244 | 4.243 | 0.001 | Threat appraisals (ALE) | 0.332 | 3.617 | 0.001 | Loss appraisals (ALE) | 0.142 | 1.500 | 0.136 |
ALE = Appraisal of Life Events scale Spinal cord injury (ADAPSS Long Form): (Kennedy et al., 2016) Coping styles and psychological distress (regression) Multiple regressions showed associations between coping strategies in week 12 and appraisals 21 years later: Found the coping strategies Acceptance and Positive Reinterpretation and Growth at Week 12 significantly predicted 54.6% of the variance in Fearful Despondency at 21-plus years later, F(2,16) = 9.64, p = 0.002. The coping strategy Positive Reinterpretation and Growth at week 12 significantly predicted 24.6% of the variance in Determined Resolve 21-plus years later, F(1,17) = 5.55, p = 0.031.
Associations between psychological distress reported at week 12 and appraisals 21 years later: Depression at week 12 was found to significantly predict 36.2% of the variance in Negative Perceptions of Disability at 21 plus years, F(1,17) = 9.64, p = 0.006.
Veterans with Spinal cord injuries (ADAPSS Short Form): (Mignogna et al., 2015) ADAPSS-sf and life satisfaction (linear regression) ADAPSS-sf total scores were negatively associated with life satisfaction (β = -0.72, p < 0.001), and uniquely contributed to 27.7% of the explained variance, after controlling for depressive symptoms (β = 0.05, p = 0.604) and level of injury (β = 0.153, p = 0.051). The total model explained 55.5% of the variance in life satisfaction, F(3, 91) = 37.88, p < 0.001. The ADAPSS-sf total score uniquely contributed to 27.7% of the explained variance. Factor 1 (loss appraisals) was negatively associated with life satisfaction, and uniquely contributed to 16.0% of the explained variance, after controlling for depressive symptoms and level of injury. The model explained 43.8% of the variance in life satisfaction. Factor 2 (resilience appraisals) was negatively associated with life satisfaction, and uniquely contributed to 14.0% of the explained variance, after controlling for depressive symptoms and level of injury. The model explained 43.8% of the variance in life satisfaction.
Spinal cord injury (ADAPSS Short Form): (Eaton et al., 2018) ADAPSS and concurrent anxiety/depression (regression analysis) A hierarchical stepwise regression was conducted to examine whether ADAPSS-sf factors were predictors of variance in concurrent anxiety and depression. Resilience and loss factors were significant predictors of concurrent depression and accounted for 44.2% of the variance.
Final model for concurrent depression (adjusted R squared = 0.442) Variable | Standardised Coefficients | β | t | p | ADAPSS-SF resilience | 0.361 | 8.33 | 0.000 | ADAPSS-SF loss | 0.408 | 9.35 | 0.000 |
*p = 0.01 (one-tailed) Final model for concurrent anxiety (adjusted R squared = 0.369) Variable | Standardised Coefficients | β | t | p | ADAPSS-SF resilience | 0.207 | 4.50 | 0.000 | ADAPSS-SF loss | 0.459 | 9.90 | 0.000 |
*p = 0.01 (one-tailed) Veterans with Spinal Cord Injuries (ADAPSS Short Form): (Russell et al., 2021) ADAPSS-sf total score remained a significant predictor of SWLS scores (satisfaction with life) after controlling for participant demographics and emotional factors (PHQ-9, GAD-7, PC-PTSD Scales) (standardized β = -0.66; t = 6.54; p ≤ 0.001, two-tailed)
Concurrent validity: Adult-onset (age > 16) spinal cord injury (ADAPSS Long Form): (Dean & Kennedy 2009; n = 180, mean age = 46 years (age range = 19-65), 69% men, 31% women; injury level: 60% of respondents reported paraplegic injuries, 37% reported tetraplegic injuries) Excellent positive correlation between Fearful Despondency subscale and the Hospital Anxiety and Depression Scale-Anxiety subscale (HADS-Anxiety) (r = 0.649, p = 0.01). Excellent positive correlation between Overwhelming Disbelief subscale and HADS-Anxiety (r = 0.597, p = 0.01). Adequate positive correlation between Determined Resolve subscale and HADS-Anxiety (r = 0.347, p = 0.01). Poor positive correlation between Growth and Resilience subscale and HADS-Anxiety (r = 0.187, p = 0.01). Excellent positive correlation between Negative Perceptions of Disability subscale and HADS-Anxiety (r = 0.496, p = 0.01). Adequate positive correlation between Personal Agency subscale and HADS-Anxiety (r = 0.393, p = 0.01). Adequate to Excellent positive correlations between scores on catastrophic negativity appraisal subscales (Fearful Despondency, Overwhelming Disbelief, and Negative Perceptions of Disability) of the ADAPSS and HADS-Anxiety (r = 0.496-0.649, p = 0.01).
Traumatic Spinal cord injuries (ADAPSS Long Form): (Byra et al., 2020; n = 163 (63 female, 100 male); mean age = 39.6 (9.38) years, average time since injury = 12.05 (4.22) years; injury level: C1-C4 nonambulatory = 16%, C5-C8 nonambulatory = 64%, non-cervical nonambulatory = 20%; Polish translation of ADAPSS) Appraisals of disability were found to mediate the relationship between forgiveness and acceptance of disability. Adequate negative correlations between Heartland Forgiveness scale and all ADAPSS subscales (r = -0.450 to 0.585).
Correlations Between Forgiveness and ADAPSS Subscales | FD | OD | NPD | DR | GR | PA | HFS | -0.470* | -0.585* | -0.450* | -0.561* | -0.532* | -0.583* |
HFS = Heartland Forgiveness Scale; ADAPSS subscales: FD = Fearful Despondency, OD = Overwhelming Disbelief, NPD = Negative Perception of Disability, DR = Determined Resolve, GR = Growth and Resilience, PA = Personal Agency *p < 0.001
Spinal cord injury (ADAPSS Long Form): (Kennedy et al., 2016) Excellent positive correlation between depression and overwhelming disbelief subscale (r = 0.697, p = 0.001). Excellent positive correlation between depression and fearful despondency subscales (r = 0.660, p = 0.001). Adequate positive correlation between depression and negative perceptions of disability subscale (r = 0.509, p = 0.016). Excellent positive correlation between depression and determined resolve (r = 0.814, p = 0.001). Excellent positive correlation between depression and personal agency (r = 0.627, p = 0.002). Depression was measured by the Beck Depression Inventory; Beck & Steer, 1987. Correlations between depression and determined resolve/personal agency are positive because these constructs were negatively scored (thus higher scores represent less agreement with these appraisals).
Veterans with Spinal cord injuries (ADAPSS Short Form): (Mignogna et al., 2015) Excellent correlations between the ADAPSS-sf Total Score and PHQ-9 (r = 0.69, p = 0.01), and ADAPSS-sf Total Score and The Diener Satisfaction with Life Scale (r = -0.73, p = 0.01). Excellent correlation between loss subscale on ADAPSS-sf and PHQ-9 (r = 0.65, p = 0.01). Excellent correlation between loss subscale on ADAPSS-sf and Life Satisfaction (r = 0.64, p = 0.01). Adequate correlation between resilience subscale on ADAPSS-sf and PHQ-9 (r = 0.54, p = 0.01). Excellent correlation between resilience subscale of ADAPSS-sf and life satisfaction (r = -0.61, p = 0.01). Adequate (r = < 0.6) to Excellent (r = ≥ 0.6) correlations between ADAPSS-sf, ADAPSS-sf Factors, and other scales
Correlations Between ADAPSS-sf, ADAPSS Factors, PHQ-9, and Life Satisfaction Scale | Life satisfaction | ADAPSS-sf | ADAPSS-sf, Factor 1 | ADAPSS-sf, Factor 2 | PHQ-9 | -0.51** | 0.69** | 0.649** | 0.539** | Satisfaction with Life | -- | -0.73** | -0.64** | -0.61** | ADAPSS-sf Total | -- | -- | 0.89** | 0.80** | ADAPSS-sf Factor 1 | -- | -- | -- | 0.45** |
PHQ-9 = Patient Health Questionnaire-9; Satisfaction with Life = Diener Satisfaction with Life Scale **p = significant at the 0.01 level (2-tailed) Spinal cord injury (ADAPSS Short Form): (Eaton et al., 2018) Adequate correlation between ADAPSS-sf Total and HADS anxiety subscale (r = 0.597, p = 0.01) Excellent correlation between ADAPSS-sf Total and HADS depression subscale (r = 0.633, p = 0.01). Adequate correlations between resilience subscale on ADAPSS-sf and HADS anxiety subscale (r = 0.398, p = 0.01) and HADS Depression subscale (r = 0.520, p = 0.01). Excellent correlation between loss subscale on ADAPSS-sf and HADS anxiety subscale (r = 0.605, p = 0.01). Adequate correlations between loss subscale on ADAPSS-sf and HADS depression subscale (r = 0.597, p = 0.001).
Pediatric-onset spinal cord injury (ADAPSS Short Form): (Deane et al., 2020) Adequate correlation between ADAPSS-sf Total Score and PHQ-9 Total Score (r = 0.46, p < 0.001). Adequate correlation between ADAPSS-sf Total Score and Beck Anxiety Inventory Total Score (r = 0.48, p < 0.001). Adequate correlation between ADAPSS-sf Total Score and PTSD Checklist- Civilian Total Score (r = 0.39, p < 0.01). Excellent correlation between ADAPSS-sf Total Score and General Happiness Scale (r = -0.68, p < 0.001). Adequate correlation between ADAPSS-sf Total Score and Post-traumatic Growth Inventory Total Score (r = -0.32, p < 0.01). Excellent correlation between ADAPSS-sf Total Score and Satisfaction with Life Total Score (r = -0.67, p < 0.001). Poor correlation between ADAPSS-sf Total Score and Pittsburgh Sleep Quality Index Total Score (r = 0.19, p < 0.05). Poor correlation between ADAPSS-sf Total Score and pressure injury frequency (r = 0.26, p < 0.01). Poor correlation between ADAPSS-sf Total Score and current pain (r = 0.12, p < 0.05). Poor correlation between ADAPSS-sf Total Score and distress from pain (r = 0.21, p < 0.05).
Veterans with Spinal Cord Injuries (ADAPSS Short Form): (McDonald et al., 2018; n = 262). Adequate negative correlations between ADAPSS-sf total score and Short Form Health Survey (8-item) (SF-8 MCS, measure of mental health concerns) (r = -0.52, p < 0.001), the ADAPSS-sf total score and Connor-Davidson Resilience Scale, Two-Item Version (CD-RISC-2) (r = -0.51, p < 0.001), and the ADAPSS-sf total score and Satisfaction With Life Scale (SWLS) (r = -0.57, p < 0.001). Adequate correlations between catastrophic negativity subscale on ADAPSS-sf and SF-8 MCS (r = -0.50, p < 0.001), and catastrophic negativity subscale on ADAPSS-sf and CD-RISC- 2 (r = -0.48, p < 0.001). Excellent correlation between catastrophic negativity subscale on ADAPSS-sf and SWLS (r = -0.66, p < 0.001). Adequate correlations between determined resilience subscale on ADAPSS-sf and SF-8 MCS (r = -0.36, p < 0.001) and between determined resilience subscale on ADAPSS-sf and CD-RISC-2 (r = -0.35, p < 0.001). Poor correlation between determined resilience subscale on ADAPSS-sf and SWLS (r = -0.26, p < 0.05)
Veterans with Spinal Cord Injuries (ADAPSS Short Form): (Russell et al., 2021) Excellent correlation between ADAPSS-sf Total Score and PHQ-9 Total Score (r = 0.71, p ≤ .001*) Excellent correlations between ADAPSS-sf Total Score and GAD-7 Total Score (r = 0.65, p ≤ .001*) Adequate correlations between ADAPSS-sf Total Score and PC-PTSD scale (r = 0.52, p ≤ .001*) Excellent correlations between ADAPSS-sf Total Score and SWLS Scale (r = -0.75, p ≤ .001*)
*Two-tailed |