| Literature DB >> 31059551 |
Bettina Lampert1, Christine Unterrainer1, Christian Thomas Seubert1.
Abstract
OBJECTIVE: To identify long-term profiles of Detached Concern (DC), based on its core dimensions detachment (D) and empathic concern (C), and to determine their association with burnout among human service professionals.Entities:
Mesh:
Year: 2019 PMID: 31059551 PMCID: PMC6502349 DOI: 10.1371/journal.pone.0216031
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Adapted (im)-balanced DC types [40].
Descriptive statistics, internal consistencies, and Pearson zero-order correlations of the study variables.
| Variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | |||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Gender (1 = male, 2 = female) | 1.81 | - | - | ||||||||||
| 2 | Work experience (years) | 13,76 | 10.43 | -0.02 | - | |||||||||
| 3 | Concern (T1) | 3.97 | 0.56 | 0.33 | -0.05 | (0.73) | ||||||||
| 4 | Concern (T2) | 4.01 | 0.53 | 0.19 | -0.14 | 0.74 | (0.80) | |||||||
| 5 | Concern (T3) | 3.96 | 0.54 | 0.30 | -0.11 | 0.67 | 0.69 | (0.76) | ||||||
| 6 | Detachment (T1) | 3.81 | 0.67 | -0.14 | 0.00 | 0.13 | 0.15 | 0.14 | (0.82) | |||||
| 7 | Detachment (T2) | 3.85 | 0.67 | -0.02 | 0.05 | -0.04 | 0.07 | 0.13 | 0.73 | (0.89) | ||||
| 8 | Detachment (T3) | 3.90 | 0.65 | -0.09 | -0.00 | 0.04 | 0.11 | 0.07 | 0.66 | 0.62 | (0.81) | |||
| 9 | Emotional Exhaustion (T1) | 2.78 | 0.85 | 0.16 | -0.02 | -0.05 | -0.19 | -0.11 | -0.45 | -0.25 | -0.24 | (0.89) | ||
| 10 | Emotional Exhaustion (T2) | 2.85 | 0.86 | 0.23 | -0.03 | -0.00 | -0.14 | -0.06 | -0.46 | -0.34 | -0.36 | 0.84 | (0.89) | |
| 11 | Emotional Exhaustion (T3) | 2.84 | 0.90 | 0.16 | -0.06 | -0.00 | -0.18 | -0.15 | -0.41 | -0.38 | -0.41 | 0.74 | 0.78 | (0.89) |
Note. N = 108; matrix diagonal (in parentheses): Cronbach’s alpha; M = mean; SD = standard deviation.
* p<0.05
** p<0.01.
Fit indices for the long-term DC profiles with different numbers of latent classes (Latent Profile Analyses).
| No. of classes | Log L | BIC | Entropy | VLMR | LMR | Latent class proportions |
|---|---|---|---|---|---|---|
| -587.69 | 1231.56 | - | - | - | 108 (100) | |
| -533.10 | 1155.16 | 0.82 | 0.006 | 0.007 | 69 (64) / 39 (36) | |
| -492.96 | 1107.66 | 0.81 | 0.341 | 0.352 | 37 (34) / 28 (26) / 43 (40) | |
| -465.71 | 1085.93 | 0.84 | 0.170 | 0.177 | 30 (28) / 22 (20) / 16 (15) / 40 (37) | |
| -449.31 | 1085.91 | 0.88 | 0.267 | 0.273 | 9 (8) / 8 (7) / 35 (33) / 23 (21) / 33 (31) | |
| -435.99 | 1092.04 | 0.88 | 0.406 | 0.416 | 9 (8) / 7 (7) / 25 (23) / 19 (18) / 13 (12) / 35 (32) | |
| -419.29 | 1091.41 | 0.88 | 0.620 | 0.627 | 20 (19) / 6 (5) / 7 (6) / 14 (13) / 19 (18) / 30 (28) / 12 (11) |
Note: BIC = Bayesian information criterion; VLMR = Vuong-Lo-Mendell-Rubin test; LMR = Lo-Mendell-Rubin test.
The five-class solution for the DC profiles with three measurement times (N = 108) (Latent Profile Analyses). ANOVA.
| DC patterns | Concern | Detachment | |||||
|---|---|---|---|---|---|---|---|
| T1 | T2 | T3 | T1 | T2 | T3 | ||
| 35 (33) | 3.59 (0.05) | 3.62 (0.06) | 3.58 (0.06) | 4.13 (0.06) | 4.09 (0.05) | 4.10 (0.08) | |
| 33 (31) | 4.22 (0.08) | 4.26 (0.06) | 4.19 (0.07) | 3.52 (0.07) | 3.55 (0.07) | 3.67 (0.08) | |
| 23 (21) | 4.34 (0.08) | 4.43 (0.08) | 4.47 (0.06) | 4.44 (0.08) | 4.58 (0.07) | 4.44 (0.10) | |
| 9 (8) | 4.33 (0.13) | 4.24 (0.13) | 3.96 (0.17) | 2.82 (0.16) | 2.44 (0.10) | 2.91 (0.25) | |
| 8 (7) | 3.13 (0.16) | 3.17 (0.08) | 3.29 (0.17) | 2.90 (0.16) | 3.44 (0.12) | 3.53 (0.16) | |
| 26.70 | 34.48 | 27.57 | 48.07 | 80.09 | 20.24 | ||
| 1 < 2,3,4 | 1 < 2,3,4 | 1 < 2,3 | 1 > 2,4,5 | 1 > 2,4,5 | 1 > 2,4,5 | ||
Note
***p<0.001
1Significant Bonferroni comparisons.
Changes in emotional exhaustion according to five long-term DC profiles, using analysis of covariance (ANCOVA) for repeated measures.
(Gender and work experience were controlled for).
| Emotional Exhaustion | 1. Low concern, high Detachment (Detached) | 2. High concern, moderate Detachment (Empathic) | 3. High concern, high Detachment (Balanced) | 4. High concern, low Detachment (curvilinear trend) (Boundless) | 5. Low concern, moderate Detachment (increasing) (Moderately uninvolved) |
|---|---|---|---|---|---|
| ( | ( | ( | ( | ( | |
| 2.62 (0.14) | 2.97 (0.15) | 2.40 (0.17) | 2.97 (0.27) | 3.59 (0.29) | |
| 2.64 (0.13) | 3.24 (0.14) | 2.32 (0.16) | 2.98 (0.26) | 3.54 (0.27) | |
| 2.71 (0.14) | 2.98 (0.15) | 2.33 (0.17) | 3.55 (0.28) | 3.59 (0.29) | |
| 6.34 | |||||
| 0.96 ns | |||||
| 2.60 | |||||
Note:
*p<0.05
**p<0.01
***p<0.001
Fig 2Emotional exhaustion at each time point in the five long-term DC profiles.