Figure 1

Relative influence of predictors on the functions’ values (standardised coefficients) and the correlation between the “ASTYLES” variables and functions (structural matrix)_
| Standardised coefficientsFunctions | Structural matrixFunctions | |||||
|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 1 | 2 | 3 | |
| Secure style | −0.42 | −0.92 | 0.15 | −0.38 | 0.92* | −0.05 |
| Preoccupied style | 0.88 | 0.35 | −0.61 | 0.34 | 0.31 | −0.85* |
| Avoidant style | 0.94 | 0.40 | 0.47 | 0.57 | 0.12 | 0.78* |
| Dismissing style | −0.03 | 0.06 | 0.27 | −0.00 | −0.01 | 0.41* |
Descriptive statistics (mean scores and standard deviations) for performance-based self-esteem, workaholism and burnout by burnout risk group (ABSRi), and the results of the one-way analysis of variance_
| M | M | F df(3.3389) | p | ||
|---|---|---|---|---|---|
| Performance-based self-esteem | Relaxed | 19.16 | 5.60 | 1,489.78 | 0.00** |
| Challenged | 41.55 | 10.50 | |||
| Wornout | 20.49 | 4.47 | |||
| Burnout | 43.82 | 9.11 | |||
| Workaholism | Relaxed | 39.24 | 8.91 | 712.45 | 0.00** |
| Challenged | 63.37 | 17.46 | |||
| Wornout | 44.50 | 7.22 | |||
| Burnout | 67.47 | 13.75 | |||
| Burnout | Relaxed | .03 | .08 | 1,686.04 | 0.00** |
| Challenged | .03 | .02 | |||
| Wornout | .81 | .29 | |||
| Burnout | 1.29 | .60 | |||
Comparison of the percentage of participants with secure and insecure attachment styles (ASTYLES variable) between burnout risk groups (ABSRi variable)_
| Attachment styles (ASTYLES) | ||||||
|---|---|---|---|---|---|---|
| Secure | Preoccupied | Avoidant | Dismissing | |||
| Burnout risk groups | Relaxed | N | 446 | 56 | 34 | 296 |
| % | 53.6% | 6.7% | 4.1% | 35.6% | ||
| Challenged | N | 53 | 49 | 102 | 54 | |
| % | 20.5% | 19.0% | 39.5% | 20.9% | ||
| Wornout | N | 193 | 48 | 15 | 72 | |
| % | 58.8% | 14.6% | 4.6% | 22.0% | ||
| Burnout | N | 30 | 295 | 488 | 89 | |
| % | 3.3% | 32.7% | 54.1% | 9.9% | ||
Testing the equality of centroids by burnout class (ABSCl)_
| Functions tested | Wilks’s lambda | χ2 | df | p |
|---|---|---|---|---|
| 1 / 3 | 0.12 | 4,921.07 | 12 | 0.00** |
| 2 / 3 | 0.80 | 507.64 | 6 | 0.00** |
| 3 | 0.95 | 11.53 | 2 | 0.00** |
Descriptive statistics for the testing results (mean scores and standard deviations)_
| Variable | M | SD |
|---|---|---|
| Burnout (ABSRa) | 0.65 | 0.72 |
| Performance-based self-esteem (PBS) | 34.21 | 14.09 |
| Workaholism (WORKHL) | 56.59 | 17.98 |
| Secure style (SEC-AS) | 4.12 | 2.19 |
| Preoccupied style (PRE-AS) | 3.29 | 2.05 |
| Avoidant style (AVO-AS) | 3.63 | 2.24 |
| Dismissing style (DIS-AS) | 3.59 | 2.01 |
Frequencies, descriptive statistics and differences in test scores by category “low level” and “high level” for burnout, performance-based self-esteem and workaholism_
| N | M | SD | t | t-test df | p | ||
|---|---|---|---|---|---|---|---|
| ABSCat | Low | 1,130 | 0.06 | 0.11 | −66.19 | 1778.04 | 0.00** |
| High | 1,190 | 1.22 | 0.58 | ||||
| PBSCat | Low | 431 | 1.69 | 0.41 | −60.15 | 120.50 | 0.00** |
| High | 2,694 | 3.74 | 0.66 | ||||
| WORKCat | Low | 335 | 37.84 | 7.28 | −41.21 | 133.521 | 0.00** |
| High | 1,225 | 67.85 | 12.77 |
Summary of one-way repeated measures analysis of variance: attachment style mean score (ASTYLES variable) by group (relaxed, challenged, wornout and burnout; (ABSRi variable)_
| Variability source | SS | df | MS | F | p |
|---|---|---|---|---|---|
| Between individuals | |||||
| Cross section | 464.632 | 3 | 154.877 | 56.215 | 0.00** |
| Error | 6,380.744 | 2,316 | 2.755 | ||
| Within individuals | |||||
| ASTYLES | 1,482.684 | 2.627 | 564.354 | 108.028 | 0.00** |
| ASTYLES*ABSRi | 3321.341 | 7.882 | 421.400 | 80.664 | 0.00** |
| Error | 31,787.110 | 6,084.654 | 5.224 |
Burnout risk groups_
| Burnout risk | Performance-based self-esteem and/or workaholism | |
|---|---|---|
| Low | High | |
| Low | Relaxed | Challenged |
| High | Wornout | Burnout |
Percentages of appropriately classified members of individual burnout risk groups_
| Predicted group members | |||||
|---|---|---|---|---|---|
| Relaxed | Challenged | Wornout | Burnout | ||
| Original group members | Relaxed | 86.3% | 4.1% | 9.6% | 0.0 |
| Challenged | 0.0 | 91.1% | 8.9% | 0.0 | |
| Wornout | 0.0 | 10.7% | 89.3% | 0.0 | |
| Burnout | 0.0 | 15.9% | 2.7% | 81.5% | |
Participant classification into burnout risk groups (ABSRi variable)_
| Low ABSCat | High ABSCat | |
|---|---|---|
| Low PBSCat and WORKCa | Relaxed | Wornout |
| 832 (35.9%) | 328 (14.1%) | |
| High PBSCat and WORKCat | Challenged | Burnout |
| 258 (11.1%) | 902 (38.9%) |
