Dark Emotions Are Not Always Bad: The Role of Emotions and Professional Training in Predicting Patterns of Engagement and Burnout Among Preschool Teachers
Abstract
1. Introduction
2. Literature Review
2.1. Teachers’ Work Engagement and Burnout and Their Profiles
2.2. The Role of Emotions in Predicting Preschool Teachers’ Engagement and Burnout Profiles
2.3. The Association Between Characteristics and Engagement (Burnout) Profiles
2.4. The Present Study
- What are the profiles of engagement and burnout among the preschool teachers?
- How do different types of preschool teachers’ emotional states (enjoyment, anxiety, anger, perceived career satisfaction, and perceived career success) predict profile membership of engagement and burnout?
- How do preschool teachers’ personal characteristics (teaching experience and pre- and in-service ECE training) predict profile membership of engagement and burnout?
3. Methods
3.1. Sample and Procedure
3.2. Measures
3.3. Analysis Plan
4. Results
4.1. Latent Profiles of Preschool Teachers Based on Work Engagement and Burnout
4.2. The Role of Emotional States in Predicting Engagement Profiles Among Preschool Teachers
4.3. Associations Between Teachers’ Characteristics and Engagement and Burnout Profiles
5. Discussion and Limitations
5.1. The Latent Profiles of Preschool Teachers’ Engagement and Burnout Profiles
5.2. The Significant Role of Emotions in Teachers’ Work Engagement and Burnout Profiles
5.3. Associations Between Teachers’ Experience and Professional Development and Engagement and Burnout Profiles
5.4. Limitations and Further Directions
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
|---|---|---|---|---|---|---|---|---|---|
| 1. ENG | — | ||||||||
| 2. EXH | −0.295 ** | — | |||||||
| 3. CYNI | −0.439 ** | 0.600 ** | — | ||||||
| 4. INAD | −0.447 ** | 0.531 ** | 0.821 ** | — | |||||
| 5. SATI | 0.555 ** | −0.203 ** | −0.261 ** | −0.332 ** | — | ||||
| 6. SUCC | 0.467 ** | −0.113 ** | −0.162 ** | −0.259 ** | 0.705 ** | — | |||
| 7. ENJOY | 0.557 ** | −0.161 ** | −0.313 ** | −0.302 ** | 0.511 ** | 0.415 ** | — | ||
| 8. ANXI | −0.244 ** | 0.359 ** | 0.569 ** | 0.518 ** | −0.156 ** | −0.098 * | −0.191 ** | — | |
| 9. ANGR | −0.226 ** | 0.292 ** | 0.552 ** | 0.500 ** | −0.132 ** | −0.063 | −0.151 ** | 0.824 ** | — |
| Mean | 51.960 | 11.050 | 7.210 | 7.780 | 20.040 | 22.650 | 13.290 | 8.170 | 7.480 |
| SD | 9.650 | 3.850 | 3.550 | 3.970 | 3.710 | 4.720 | 2.240 | 2.970 | 2.870 |
| Skewness | −0.919 | −0.152 | 1.000 | 0.741 | −0.656 | −0.109 | −0.614 | 0.536 | 0.895 |
| Kurtosis | 1.041 | −0.648 | 0.777 | −0.249 | 0.779 | 0.036 | 1.568 | 0.258 | 1.156 |
| No. of Profiles | FP | LL | AIC | BIC | SABIC | Entropy | VLMR(p) | BLRT(p) | Smallest Profile Proportion (%) |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 8 | −6359.517 | 12,735.035 | 12,769.263 | 12,743.869 | — | — | — | — |
| 2 | 13 | −6026.974 | 12,079.948 | 12,135.568 | 12,094.302 | 0.879 | 0.000 | 0.000 | 25.70% |
| 3 | 18 | −5903.493 | 11,842.986 | 11,920.000 | 11,862.862 | 0.811 | 0.253 | 0.000 | 12.57% |
| 4 | 23 | −5824.897 | 11,695.793 | 11,794.199 | 11,721.190 | 0.829 | 0.025 | 0.000 | 6.94% |
| 5 | 28 | −5779.704 | 11,615.408 | 11,735.207 | 11,646.326 | 0.874 | 0.069 | 0.000 | 2.81% |
| 6 | 33 | −5746.142 | 11,558.285 | 11,699.476 | 11,594.724 | 0.883 | 0.001 | 0.000 | 0.94% |
| Engagement | Exhaustion | Cynicism | Inadequacy | |||||
|---|---|---|---|---|---|---|---|---|
| M | SD | M | SD | M | SD | M | SD | |
| C1: Slightly exhausted (n = 257) | 51.49 | 7.79 | 11.42 | 3.06 | 6.62 | 1.52 | 7.05 | 2.02 |
| C2: Moderately burned out (n = 98) | 44.65 | 9.40 | 13.17 | 2.37 | 10.50 | 1.62 | 11.99 | 1.89 |
| C3: Engaged (n = 137) | 59.43 | 5.10 | 7.42 | 3.32 | 3.65 | 0.98 | 3.85 | 1.34 |
| C4: Highly burned out (n = 37) | 46.89 | 14.59 | 16.27 | 1.69 | 15.70 | 1.93 | 16.19 | 1.70 |
| C1 vs. C4 | C2 vs. C4 | C3 vs. C4 | C1 vs. C3 | C2 vs. C3 | C1 vs. C2 | |
|---|---|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | |
| SATI | 1.197 * (1.01, 1.41) | 1.094 (0.93, 1.29) | 1.455 *** (1.20, 1.76) | 0.823 *** (0.74, 0.92) | 0.752 *** (0.65, 0.87) | 1.094 (0.99, 1.21) |
| SUCC | 0.896 (0.77, 1.04) | 0.865 (0.75, 1.00) | 0.913 (0.78, 1.07) | 0.981 (0.92, 1.05) | 0.947 (0.86, 1.05) | 1.036 (0.95, 1.13) |
| ENJOY | 1.271 * (1.02, 1.58) | 1.142 (0.91, 1.43) | 1.634 *** (1.27, 2.10) | 0.778 *** (0.68, 0.89) | 0.699 *** (0.58, 0.84) | 1.113 (0.97, 1.28) |
| ANXI | 0.634 *** (0.49, 0.82) | 0.845 (0.65, 1.09) | 0.550 *** (0.41, 0.73) | 1.152 (0.99, 1.34) | 1.535 *** (1.26, 1.87) | 0.750 *** (0.64, 0.87) |
| ANGR | 0.852 (0.68, 1.07) | 0.906 (0.72, 1.14) | 0.767 (0.59, 1.00) | 1.110 (0.95, 1.30) | 1.181 (0.97, 1.44) | 0.940 (0.81, 1.09) |
| C1 vs. C4 | C2 vs. C4 | C3 vs. C4 | C1 vs. C3 | C2 vs. C3 | C1 vs. C2 | |
|---|---|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | |
| Teach_exp | 0.749 (0.31, 1.84) | 0.563 (0.23, 1.41) | 1.439 (0.52, 4.02) | 0.521 * (0.29, 0.94) | 0.391 * (0.18, 0.84) | 1.331 (0.74, 2.38) |
| IST_ECE = 1 | 1.010 (0.41, 2.47) | 0.735 (0.29, 1.84) | 0.783 (0.28, 2.16) | 1.290 (0.73, 2.30) | 0.939 (0.44, 1.99) | 1.375 (0.77, 2.44) |
| PST_ECE = 1 | 2.524 (0.76, 8.43) | 1.283 (0.36, 4.54) | 3.897 * (1.03, 14.73) | 0.648 (0.34, 1.25) | 0.329 * (0.14, 0.80) | 1.968 (0.99, 3.91) |
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Wang, C.; Yang, D.; Hu, J.; Cai, Z. Dark Emotions Are Not Always Bad: The Role of Emotions and Professional Training in Predicting Patterns of Engagement and Burnout Among Preschool Teachers. J. Intell. 2026, 14, 46. https://doi.org/10.3390/jintelligence14030046
Wang C, Yang D, Hu J, Cai Z. Dark Emotions Are Not Always Bad: The Role of Emotions and Professional Training in Predicting Patterns of Engagement and Burnout Among Preschool Teachers. Journal of Intelligence. 2026; 14(3):46. https://doi.org/10.3390/jintelligence14030046
Chicago/Turabian StyleWang, Chaoyi, Dong Yang, Jiangbo Hu, and Zhenyu Cai. 2026. "Dark Emotions Are Not Always Bad: The Role of Emotions and Professional Training in Predicting Patterns of Engagement and Burnout Among Preschool Teachers" Journal of Intelligence 14, no. 3: 46. https://doi.org/10.3390/jintelligence14030046
APA StyleWang, C., Yang, D., Hu, J., & Cai, Z. (2026). Dark Emotions Are Not Always Bad: The Role of Emotions and Professional Training in Predicting Patterns of Engagement and Burnout Among Preschool Teachers. Journal of Intelligence, 14(3), 46. https://doi.org/10.3390/jintelligence14030046

