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| Psychiatry Investig > Volume 23(2); 2026 > Article |
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Availability of Data and Material
The data that would be necessary to interpret, replicate, and build upon the methods or findings reported in this article are available on request from the corresponding author, SJ Cho. The data are not publicly available because of ethical restrictions that protect patients’ privacy and consent.
Conflicts of Interest
The authors have no potential conflicts of interest to disclose.
Author Contributions
Conceptualization: Sra Jung, Yoosuk An, Sang-Won Jeon, Sung Joon Cho. Data curation: Sra Jung, Yoosuk An, Jeong Hun Yang, Junhyung Kim, Eun Soo Kim, Sung Joon Cho. Formal analysis: Sra Jung, Yoosuk An, Sang-Won Jeon, Sang-Won Jeon, Sung Joon Cho. Supervision: Sang-Won Jeon, Sung Joon Cho. Validation: Jeong Hun Yang, Junhyung Kim, Eun Soo Kim, Sang-Won Jeon, Sung Joon Cho. Writing—original draft: Sra Jung, Yoosuk An. Writing—review & editing: all authors.
Funding Statement
None
Acknowledgments
None
| Predictor |
Model 1 (Exhaustion) |
Model 2 (Disengagement) |
Model 3 (Anxiety) |
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| B | SE | t | p | B | SE | t | p | B | SE | t | p | |
| Age | -0.080 | 0.007 | -10.813 | <0.001 | -0.078 | 0.007 | -11.923 | <0.001 | 0.142 | 0.020 | 7.117 | <0.001 |
| Sex | 1.103 | 0.089 | 12.406 | <0.001 | 0.774 | 0.078 | 9.884 | <0.001 | 2.317 | 0.239 | 9.703 | <0.001 |
| Education | 0.146 | 0.049 | 2.979 | 0.003 | -0.013 | 0.043 | -0.292 | 0.770 | -0.045 | 0.130 | -0.348 | 0.728 |
| Marital status | -0.045 | 0.096 | -0.475 | 0.635 | -0.408 | 0.074 | -4.845 | <0.001 | 0.288 | 0.255 | 1.127 | 0.260 |
| Years of service | 0.007 | 0.007 | 0.946 | 0.344 | 0.019 | 0.006 | 3.097 | 0.002 | 0.023 | 0.019 | 1.229 | 0.219 |
| Working hours | 0.072 | 0.005 | 13.636 | <0.001 | 0.011 | 0.005 | 2.374 | 0.018 | 0.013 | 0.014 | 0.884 | 0.377 |
| Income | 0.020 | 0.016 | 1.219 | 0.223 | -0.063 | 0.014 | -4.442 | <0.001 | -0.122 | 0.043 | -2.856 | 0.004 |
| Occupational stress | 0.307 | 0.003 | 105.055 | <0.001 | 0.315 | 0.003 | 122.298 | <0.001 | 0.172 | 0.012 | 13.850 | <0.001 |
| Exhaustion | 1.133 | 0.029 | 38.815 | <0.001 | ||||||||
| Disengagement | 0.022 | 0.033 | 0.656 | 0.512 | ||||||||
| R2 | 0.549 | 0.613 | 0.414 | |||||||||
| F | 1,729.180*** | 2,245.854*** | 802.132*** | |||||||||
| Bootstrap |
Occupational stress → Burnout (Exhaustion and Disengagement) → Anxiety |
|||||||||||
| B | SE | LCI | UCI | Conclusion | ||||||||
| Total effect | 0.527 | 0.009 | 0.510 | 0.543 | ||||||||
| Direct effect | 0.172 | 0.012 | 0.147 | 0.196 | ||||||||
| Total indirect effect | 0.355 | 0.010 | 0.335 | 0.376 | Partial mediation | |||||||
| Indirect effect of exhaustion | 0.348 | 0.009 | 0.330 | 0.367 | Partial mediation | |||||||
| Indirect effect of disengagement | 0.007 | 0.010 | -0.308 | 0.374 | No mediation | |||||||
| Predictor |
Anxiety |
Anxiety moderated by passion |
Anxiety moderated by perseverance |
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| B | SE | t | p | B | SE | t | p | B | SE | t | p | |
| Age | 0.142 | 0.020 | 7.117 | <0.001 | 0.151 | 0.019 | 7.873 | <0.001 | 0.146 | 0.020 | 7.381 | <0.001 |
| Sex | 2.317 | 0.239 | 9.703 | <0.001 | 1.791 | 0.232 | 7.733 | <0.001 | 2.197 | 0.238 | 9.252 | <0.001 |
| Education | -0.045 | 0.130 | -0.348 | 0.728 | -0.030 | 0.126 | -0.234 | 0.815 | 0.021 | 0.130 | 0.161 | 0.872 |
| Marital status | 0.288 | 0.255 | 1.127 | 0.260 | 0.461 | 0.247 | 1.867 | 0.062 | 0.316 | 0.254 | 1.244 | 0.213 |
| Years of service | 0.023 | 0.019 | 1.229 | 0.219 | 0.014 | 0.018 | 0.760 | 0.447 | 0.021 | 0.018 | 1.147 | 0.251 |
| Working hours | 0.013 | 0.014 | 0.884 | 0.377 | 0.011 | 0.014 | 0.761 | 0.446 | 0.012 | 0.014 | 0.854 | 0.393 |
| Income | -0.122 | 0.043 | -2.856 | 0.004 | -0.114 | 0.041 | -2.747 | 0.006 | -0.120 | 0.043 | -2.818 | 0.005 |
| Occupational stress | 0.172 | 0.012 | 13.850 | <0.001 | 0.183 | 0.012 | 15.205 | <0.001 | 0.188 | 0.012 | 15.139 | <0.001 |
| Exhaustion | 1.133 | 0.029 | 38.815 | <0.001 | 1.022 | 0.029 | 35.134 | <0.001 | 1.139 | 0.030 | 37.749 | <0.001 |
| Disengagement | 0.022 | 0.033 | 0.656 | 0.512 | -0.032 | 0.032 | -0.990 | 0.322 | 0.002 | 0.033 | 0.044 | 0.965 |
| Passion | -1.297 | 0.056 | -23.208 | <0.001 | ||||||||
| Perseverance | -0.085 | 0.036 | -2.328 | 0.020 | ||||||||
| Exhaustion×Passion | -0.108 | 0.012 | -8.912 | <0.001 | ||||||||
| Exhaustion×Perseverance | -0.039 | 0.007 | -5.262 | <0.001 | ||||||||
| Disengagement×Passion | -0.020 | 0.013 | -1.513 | 0.130 | ||||||||
| Disengagement×Perseverance | -0.015 | 0.008 | -1.791 | 0.073 | ||||||||
| R2 | 0.414 | 0.453 | 0.422 | |||||||||
| F | 802.132*** | 722.539*** | 638.217*** | |||||||||
| Mediator |
Index of moderated mediation |
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| Effect | SE | LCI | UCI | |||||||||
| Occupational stress → Exhaustion → Anxiety | ||||||||||||
| Passion | -0.033 | 0.004 | -0.040 | -0.026 | ||||||||
| Perseverance | -0.012 | 0.002 | -0.017 | -0.008 | ||||||||
| Occupational stress → Disengagement → Depression | ||||||||||||
| Passion | -0.006 | 0.004 | -0.014 | 0.002 | ||||||||
| Perseverance | -0.005 | 0.003 | -0.009 | <0.001 | ||||||||
|
Occupational stress → Anxiety |
Exhaustion → Anxiety |
Disengagement → Anxiety |
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| B | LCI | UCI | B | LCI | UCI | B | LCI | UCI | ||||
| Low passion (-SD) | 1.246 | 1.170 | 1.321 | 0.383 | 0.357 | 0.408 | 0.003 | -0.025 | 0.031 | |||
| Medium passion (SD) | 1.022 | 0.965 | 1.079 | 0.314 | 0.296 | 0.332 | -0.010 | -0.030 | 0.010 | |||
| High passion (+SD) | 0.797 | 0.722 | 0.873 | 0.245 | 0.225 | 0.266 | -0.023 | -0.047 | <0.001 | |||
| Low perseverance (-SD) | 1.274 | 1.196 | 1.353 | 0.392 | 0.366 | 0.419 | 0.016 | -0.013 | 0.043 | |||
| Medium perseverance (SD) | 1.139 | 1.080 | 1.199 | 0.350 | 0.331 | 0.370 | 0.001 | -0.021 | 0.021 | |||
| High perseverance (+SD) | 1.004 | 0.927 | 1.081 | 0.309 | 0.287 | 0.331 | -0.015 | -0.042 | 0.010 | |||

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