
Figure 1
The interaction model tested in a simplified form.
Note. Solid lines describe direct associations and dashed line the interaction.
Table 1
Inter-correlations between the Latent Constructs (WI, IJPDs, ICPDs, ILDs, PD, Emotional Exhaustion) and Control Variables.
| Variables | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. WI | – | ||||||||||
| 2. IJPDs | 0.57*** | – | |||||||||
| 3. ICPDs | 0.51*** | 0.78*** | – | ||||||||
| 4. ILDs | 0.48*** | 0.45*** | 0.52*** | – | |||||||
| 5. PD | –0.37*** | –0.21*** | –0.19*** | –0.29*** | – | ||||||
| 6. Emotional exhaustion | 0.75*** | 0.38*** | 0.38*** | 0.38*** | –0.60*** | – | |||||
| 7. Gender | –0.16*** | –0.02 | –0.10*** | –0.19*** | 0.14*** | –0.20*** | – | ||||
| 8. Age | 0.05** | 0.10*** | –0.07*** | 0.17*** | –0.02 | –0.03 | 0.01 | – | |||
| 9. Education | 0.19*** | 0.13*** | 0.20*** | 0.36*** | –0.23*** | 0.18*** | –0.20*** | 0.11*** | – | ||
| 10. Employment contract | 0.07*** | 0.06** | –0.08*** | 0.07*** | 0.06** | 0.04* | 0.06** | 0.28*** | –0.07*** | – | |
| 11. Working hours in week | 0.19*** | 0.17*** | 0.07*** | 0.10*** | –0.11*** | 0.26*** | 0.09*** | 0.04* | 0.02 | 0.12*** | – |
[i] Note: WI = work intensification; IJPDs = intensified job-related planning and decision-making demands, ICPDs = intensified career-related planning and decision-making demands, ILDs = intensified learning demands, PD = psychological detachment, gender: 0 = women, 1 = men; education: 1 = further vocational qualification or matriculation examination certificate, 2 = specialist vocational qualification, 3 = higher vocational level qualification, 4 = polytechnic qualification or bachelor degree, 5 = university degree, 6 = university postgraduate degree; employment contract: 0 = temporary, 1 = permanent.* p < 0.05, ** p < 0.01, *** p < 0.001, two-tailed.
Table 2
Fit indices for Confirmatory Factor Analyses Testing the Measurement Models.
| Model | χ2 | df | Scaling correction | Satorra-Bentler scaled χ2 difference test | CFI | TLI | RMSEA | SRMR |
|---|---|---|---|---|---|---|---|---|
| A: One factor a | 23861.948*** | 275 | 1.182 | – | 0.491 | 0.445 | 0.158 | 0.144 |
| B: Three factors b | 16380.716*** | 272 | 1.187 | Δχ2(3) = 12981.117, p < .001 | 0.652 | 0.617 | 0.132 | 0.131 |
| C: Five factors c | 3497.838*** | 265 | 1.183 | Δχ2(7) = 11246.841, p < .001 | 0.930 | 0.921 | 0.060 | 0.055 |
| D: Six factors d | 2841.336*** | 260 | 1.180 | Δχ2(5) = 586.367, p < .001 | 0.944 | 0.936 | 0.054 | 0.051 |
[i] Note: a In model A, all 25 items of IJDs, emotional exhaustion, and psychological detachment were loaded onto one factor. b In model B, 19 items of IJDs were loaded onto one factor and emotional exhaustion (3 items) and psychological detachment (3 items) on separate factors. c In model C, items of IJPDs (5 items) and ICPDs (3 items) were loaded onto one factor and WI, ILDs, emotional exhaustion, and psychological detachment on the separate factors. d In model D, WI, ICPDs, ILDs, ILDs, emotional exhaustion and psychological detachment were loaded onto separate factors. Models with two and four factors were excluded because they were not considered theoretically reasonable.
Table 3
Associations between WI, Psychological Detachment, and Emotional Exhaustion (Model 1).
| Predictor | Step 1 | Step 2 | Step 3 | |||
|---|---|---|---|---|---|---|
| b* | SE | b* | SE | b* | SE | |
| WI | 0.72*** | 0.01 | 0.60*** | 0.02 | 0.61*** | 0.02 |
| PD | –0.36*** | 0.02 | –0.36*** | 0.02 | ||
| WI × PD | –0.10*** | 0.02 | ||||
| Gender | –0.09*** | 0.02 | –0.07*** | 0.01 | –0.06*** | 0.01 |
| Age | –0.09*** | 0.02 | –0.08*** | 0.02 | –0.08*** | 0.02 |
| Education | 0.03* | 0.02 | –0.02 | 0.02 | –0.02 | 0.02 |
| Employment contract | 0.01 | 0.02 | 0.04* | 0.02 | 0.03* | 0.02 |
| Working hours in week | 0.14*** | 0.02 | 0.11*** | 0.02 | 0.10*** | 0.02 |
| R2 | 0.613 | 0.706 | 0.724 | |||
| ΔR2 | 0.613 | 0.093 | 0.018 | |||
| CFI | 0.95 | 0.96 | N/A | |||
| TLI | 0.93 | 0.94 | N/A | |||
| RMSEA | 0.06 | 0.06 | N/A | |||
| SRMR | 0.03 | 0.04 | N/A | |||
[i] Note: WI = work intensification; PD = Psychological detachment; gender: 0 = women, 1 = men; education: 1 = further vocational qualification or matriculation examination certificate, 2 = specialist vocational qualification, 3 = higher vocational level qualification, 4 = polytechnic qualification or bachelor degree, 5 = university degree, 6 = university postgraduate degree; employment contract: 0 = temporary, 1 = permanent.
b* = standardized regression coefficient, SE = standard error, N/A = not available.
* p < 0.05, ** p < 0.01, *** p < 0.001, two-tailed.
Table 4
Associations between IJPDs, Psychological Detachment, and Emotional Exhaustion (Model 2).
| Predictor | Step 1 | Step 2 | Step 3 | |||
|---|---|---|---|---|---|---|
| b* | SE | b* | SE | b* | SE | |
| IJPDs | 0.32*** | 0.02 | 0.23*** | 0.02 | 0.23*** | 0.02 |
| PD | –0.53*** | 0.02 | –0.53*** | 0.02 | ||
| IJPDs × PD | –0.04* | 0.02 | ||||
| Gender | –0.19*** | 0.02 | –0.13*** | 0.02 | –0.13*** | 0.02 |
| Age | –0.08*** | 0.02 | –0.07*** | 0.02 | –0.07*** | 0.02 |
| Education | 0.11*** | 0.02 | 0.01 | 0.02 | 0.01 | 0.02 |
| Employment contract | 0.04 | 0.02 | 0.07*** | 0.02 | 0.07*** | 0.02 |
| Working hours in week | 0.21*** | 0.02 | 0.15*** | 0.02 | 0.15*** | 0.02 |
| R2 | 0.231 | 0.480 | 0.482 | |||
| ΔR2 | 0.231 | 0.249 | 0.002 | |||
| CFI | 0.94 | 0.96 | N/A | |||
| TLI | 0.92 | 0.94 | N/A | |||
| RMSEA | 0.06 | 0.05 | N/A | |||
| SRMR | 0.04 | 0.04 | N/A | |||
[i] Note: IJPDs = intensified job-related planning and decision-making demands, PD = Psychological detachment; gender: 0 = women, 1 = men; education: 1 = further vocational qualification or matriculation examination certificate, 2 = specialist vocational qualification, 3 = higher vocational level qualification, 4 = polytechnic qualification or bachelor degree, 5 = university degree, 6 = university postgraduate degree; employment contract: 0 = temporary, 1 = permanent.
b* = standardized regression coefficient, SE = standard error, N/A = not available.
* p < 0.05, ** p < 0.01, *** p < 0.001, two-tailed.
Table 5
Associations between ICPDs, Psychological Detachment, and Emotional Exhaustion (Model 3).
| Predictor | Step 1 | Step 2 | Step 3 | |||
|---|---|---|---|---|---|---|
| b* | SE | b* | SE | b* | SE | |
| ICPDs | 0.33*** | 0.02 | 0.25*** | 0.02 | 0.26*** | 0.02 |
| PD | –0.54*** | 0.02 | –0.54*** | 0.02 | ||
| ICPDs × PD | –0.06** | 0.02 | ||||
| Gender | –0.17*** | 0.02 | –0.12*** | 0.02 | –0.12*** | 0.02 |
| Age | –0.03 | 0.02 | –0.04* | 0.02 | –0.04* | 0.02 |
| Education | 0.08*** | 0.02 | –0.01 | 0.02 | –0.01 | 0.02 |
| Employment contract | 0.06** | 0.02 | 0.09*** | 0.02 | 0.09*** | 0.02 |
| Working hours in week | 0.23*** | 0.02 | 0.17*** | 0.02 | 0.16*** | 0.02 |
| R2 | 0.233 | 0.489 | 0.493 | |||
| ΔR2 | 0.233 | 0.256 | 0.004 | |||
| CFI | 0.96 | 0.97 | N/A | |||
| TLI | 0.93 | 0.96 | N/A | |||
| RMSEA | 0.05 | 0.05 | N/A | |||
| SRMR | 0.02 | 0.02 | N/A | |||
[i] Note: ICPDs = intensified career-related planning and decision-making demands, PD = Psychological detachment; gender: 0 = women, 1 = men; education: 1 = further vocational qualification or matriculation examination certificate, 2 = specialist vocational qualification, 3 = higher vocational level qualification, 4 = polytechnic qualification or bachelor degree, 5 = university degree, 6 = university postgraduate degree; employment contract: 0 = temporary, 1 = permanent.
b* = standardized regression coefficient, SE = standard error, N/A = not available.
* p < 0.05, ** p < 0.01, *** p < 0.001, two-tailed.
Table 6
Associations between ILDs, Psychological Detachment, and Emotional Exhaustion (Model 4).
| Predictor | Step 1 | Step 2 | Step 3 | |||
|---|---|---|---|---|---|---|
| b* | SE | b* | SE | b* | SE | |
| ILDs | 0.32*** | 0.02 | 0.20*** | 0.02 | 0.21*** | 0.02 |
| PD | –0.53*** | 0.02 | –0.53*** | 0.02 | ||
| ILDs × PD | –0.05*** | 0.02 | ||||
| Gender | –0.15*** | 0.02 | –0.11*** | 0.02 | –0.11*** | 0.02 |
| Age | –0.11*** | 0.02 | –0.08*** | 0.02 | –0.09*** | 0.02 |
| Education | 0.04* | 0.02 | –0.03 | 0.02 | –0.02 | 0.02 |
| Employment contract | 0.03 | 0.02 | 0.07*** | 0.02 | 0.06*** | 0.02 |
| Working hours in week | 0.23*** | 0.02 | 0.17*** | 0.02 | 0.16*** | 0.02 |
| R2 | 0.216 | 0.461 | 0.466 | |||
| ΔR2 | 0.216 | 0.245 | 0.005 | |||
| CFI | 0.96 | 0.97 | N/A | |||
| TLI | 0.95 | 0.96 | N/A | |||
| RMSEA | 0.06 | 0.05 | N/A | |||
| SRMR | 0.02 | 0.03 | N/A | |||
[i] Note: ILDs = intensified learning demands, PD = Psychological detachment; gender: 0 = women, 1 = men; education: 1 = further vocational qualification or matriculation examination certificate, 2 = specialist vocational qualification, 3 = higher vocational level qualification, 4 = polytechnic qualification or bachelor degree, 5 = university degree, 6 = university postgraduate degree; employment contract: 0 = temporary, 1 = permanent.
b* = standardized regression coefficient, SE = standard error, N/A = not available.
* p < 0.05, ** p < 0.01, *** p < 0.001, two-tailed.
Table 7
Psychological Detachment Moderating the Associations between Intensified Job Demands and Emotional Exhaustion among Blue-Collar Workers.
| Predictor | Model 1 | Model 2 | Model 3 | Model 4 | ||||
|---|---|---|---|---|---|---|---|---|
| b* | SE | b* | SE | b* | SE | b* | SE | |
| WI | 0.70*** | 0.03 | ||||||
| IJPDs | 0.25*** | 0.04 | ||||||
| ICPDs | 0.34*** | 0.04 | ||||||
| ILDs | 0.20*** | 0.03 | ||||||
| PD | –0.37*** | 0.03 | –0.52*** | 0.03 | –0.52*** | 0.03 | –0.55*** | 0.03 |
| Interaction term1 | –0.11*** | 0.02 | –0.03 | 0.03 | –0.08** | 0.03 | –0.03 | 0.03 |
| Gender | –0.07** | 0.02 | –0.13*** | 0.02 | –0.09*** | 0.02 | –0.11*** | 0.02 |
| Age | –0.06** | 0.02 | –0.07** | 0.03 | –0.02 | 0.03 | –0.07*** | 0.03 |
| Education | –0.02 | 0.02 | –0.01 | 0.02 | –0.03 | 0.02 | –0.01 | 0.02 |
| Employment contract | 0.04 | 0.03 | 0.06*** | 0.04 | 0.08* | 0.03 | 0.06 | 0.04 |
| Working hours in week | 0.11*** | 0.03 | 0.12*** | 0.03 | 0.13*** | 0.03 | 0.14*** | 0.03 |
| R2 | 0.689 | 0.424 | 0.445 | 0.403 | ||||
[i] Note: 1 between independent variables; WI = work intensification; IJPDs = intensified job-related planning and decision-making demands, ICPDs = intensified career-related planning and decision-making demands, ILDs = intensified learning demands; PD = Psychological detachment; gender: 0 = women, 1 = men; education: 1 = further vocational qualification or matriculation examination certificate, 2 = specialist vocational qualification, 3 = higher vocational level qualification, 4 = polytechnic qualification or bachelor degree, 5 = university degree, 6 = university postgraduate degree; employment contract: 0 = temporary, 1 = permanent.
b* = standardized regression coefficient, SE = standard error.
* p < 0.05, ** p < 0.01, *** p < 0.001, two-tailed.
Table 8
Psychological Detachment Moderating the Associations between Intensified Job Demands and Emotional Exhaustion among White-Collar Workers.
| Predictor | Model 1 | Model 2 | Model 3 | Model 4 | ||||
|---|---|---|---|---|---|---|---|---|
| b* | SE | b* | SE | b* | SE | b* | SE | |
| WI | 0.59*** | 0.02 | ||||||
| IJPDs | 0.25*** | 0.02 | ||||||
| ICPDs | 0.25*** | 0.03 | ||||||
| ILDs | 0.22*** | 0.03 | ||||||
| PD | –0.37*** | 0.02 | –0.51*** | 0.02 | –0.52*** | 0.02 | –0.51*** | 0.02 |
| Interaction term1 | –0.09*** | 0.02 | –0.04 | 0.02 | –0.04 | 0.03 | –0.08** | 0.03 |
| Gender | –0.07*** | 0.02 | –0.13*** | 0.03 | –0.13*** | 0.03 | –0.10*** | 0.03 |
| Age | –0.08*** | 0.02 | –0.08** | 0.03 | –0.05* | 0.03 | –0.09** | 0.03 |
| Education | 0.05* | 0.03 | 0.04 | 0.03 | 0.02 | 0.03 | –0.01 | 0.03 |
| Employment contract | 0.03 | 0.02 | 0.08** | 0.02 | 0.10*** | 0.02 | 0.06** | 0.02 |
| Working hours in week | 0.08*** | 0.02 | 0.17*** | 0.02 | 0.18*** | 0.02 | 0.18*** | 0.02 |
| R2 | 0.733 | 0.491 | 0.496 | 0.486 | ||||
[i] Note: 1 between independent variables; WI = work intensification; IJPDs = intensified job-related planning and decision-making demands, ICPDs = intensified career-related planning and decision-making demands, ILDs = intensified learning demands; PD = Psychological detachment; gender: 0 = women, 1 = men; education: 1 = further vocational qualification or matriculation examination certificate, 2 = specialist vocational qualification, 3 = higher vocational level qualification, 4 = polytechnic qualification or bachelor degree, 5 = university degree, 6 = university postgraduate degree; employment contract: 0 = temporary, 1 = permanent.
b* = standardized regression coefficient, SE = standard error.
* p < 0.05, ** p < 0.01, *** p < 0.001, two-tailed.
Table 9
The Associations between Intensified Job Demands and Emotional Exhaustion (Model 5).
| Predictor | Overall | Blue-Collar Workers | White-Collar Workers | |||
|---|---|---|---|---|---|---|
| b* | SE | b* | SE | b* | SE | |
| WI | 0.76*** | 0.02 | 0.75*** | 0.02 | 0.74*** | 0.03 |
| IJPDs | –0.09* | 0.04 | –0.10* | 0.04 | –0.07 | 0.08 |
| ICPDs | 0.02 | 0.04 | 0.05 | 0.05 | –0.00 | 0.08 |
| ILDs | 0.02 | 0.02 | 0.01 | 0.03 | 0.03 | 0.03 |
| Gender | –0.08*** | 0.02 | –0.06** | 0.02 | –0.09*** | 0.02 |
| Age | –0.08*** | 0.02 | –0.07** | 0.03 | –0.10*** | 0.03 |
| Education | –0.03 | 0.02 | –0.01 | 0.02 | 0.07* | 0.03 |
| Employment contract | 0.01 | 0.02 | 0.04 | 0.03 | 0.01 | 0.02 |
| Working hours in week | 0.14*** | 0.02 | 0.15*** | 0.03 | 0.13*** | 0.02 |
| R2 | 0.618 | 0.590 | 0.618 | |||
| CFI | 0.93 | N/A | N/A | |||
| TLI | 0.92 | N/A | N/A | |||
| RMSEA | 0.05 | N/A | N/A | |||
| SRMR | 0.05 | N/A | N/A | |||
[i] Note: WI = work intensification; IJPDs = intensified job-related planning and decision-making demands, ICPDs = intensified career-related planning and decision-making demands, ILDs = intensified learning demands; PD = Psychological detachment; gender: 0 = women, 1 = men; education: 1 = further vocational qualification or matriculation examination certificate, 2 = specialist vocational qualification, 3 = higher vocational level qualification, 4 = polytechnic qualification or bachelor degree, 5 = university degree, 6 = university postgraduate degree; employment contract: 0 = temporary, 1 = permanent.
b* = standardized regression coefficient, SE = standard error, N/A = not available.
* p < 0.05, ** p < 0.01, *** p < 0.001, two-tailed.

Figure 2
The interaction effect of psychological detachment and work intensification on employees’ emotional exhaustion.
Note. PD = psychological detachment, WI = work intensification, SD = standard deviation.
