Effects of Peer and Teacher Support on Students’ Creative Thinking: Emotional Intelligence as a Mediator and Emotion Regulation Strategy as a Moderator
Abstract
:1. Introduction
2. Theoretical Framework and Model Development
2.1. Creative Thinking
2.2. Peer Support and Creative Thinking
2.3. Teacher Support and Creative Thinking
2.4. Mediating Role of Emotional Intelligence
2.5. Moderating Role of Emotion Regulation Strategies
2.6. The Current Study
3. Methodology
3.1. Participants
3.2. Instruments
3.2.1. Teacher Support Scale
3.2.2. Peer Support Scale
3.2.3. Emotional Intelligence Scale
3.2.4. Emotion Regulation Strategies Scale
3.2.5. Creative Thinking Scale
3.3. Date Collection and Analysis
4. Results
4.1. Assessment of Measurement Model
4.2. Assessment of Structural Model
4.3. Testing for the Mediating Effect of Emotional Intelligence
4.4. Testing for the Moderating Effect of Emotion Regulation Strategies
5. Discussion
6. Implications
7. Limitations, Future Research, and Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Constructs | Significance Test of Parameters | Composite Reliability | Convergence Validity | ||||
---|---|---|---|---|---|---|---|
Estimate | STDEV | t | p | CR | AVE | ||
COE | COE1 | 0.885 | 0.012 | 75.466 | *** | 0.904 | 0.704 |
COE2 | 0.898 | 0.012 | 74.076 | *** | |||
COE3 | 0.885 | 0.014 | 65.439 | *** | |||
COE4 | 0.666 | 0.043 | 15.415 | *** | |||
INE | INE1 | 0.846 | 0.022 | 39.194 | *** | 0.885 | 0.720 |
INE2 | 0.881 | 0.014 | 64.801 | *** | |||
INE3 | 0.817 | 0.031 | 26.545 | *** | |||
DOT | DOT1 | 0.891 | 0.017 | 53.850 | *** | 0.892 | 0.805 |
DOT2 | 0.903 | 0.012 | 76.005 | *** | |||
FLY | FLY1 | 0.868 | 0.018 | 48.512 | *** | 0.872 | 0.696 |
FLY2 | 0.750 | 0.038 | 19.754 | *** | |||
FLY3 | 0.878 | 0.016 | 55.837 | *** | |||
INS | INS1 | 0.865 | 0.018 | 48.768 | *** | 0.954 | 0.725 |
INS2 | 0.832 | 0.024 | 34.756 | *** | |||
INS3 | 0.894 | 0.014 | 63.083 | *** | |||
INS4 | 0.676 | 0.041 | 16.372 | *** | |||
INS5 | 0.872 | 0.018 | 48.493 | *** | |||
INS6 | 0.868 | 0.016 | 53.322 | *** | |||
INS7 | 0.913 | 0.012 | 77.109 | *** | |||
INS8 | 0.868 | 0.018 | 47.371 | *** | |||
SED | SED1 | 0.829 | 0.024 | 33.870 | *** | 0.937 | 0.750 |
SED2 | 0.842 | 0.024 | 35.715 | *** | |||
SED3 | 0.894 | 0.016 | 56.923 | *** | |||
SED4 | 0.885 | 0.016 | 55.015 | *** | |||
SED5 | 0.877 | 0.017 | 52.163 | *** |
Constructs | Correlations of the Latent Variables | |||||
---|---|---|---|---|---|---|
COE | INE | DOT | FLY | INS | SED | |
COE | 0.839 | |||||
INE | 0.725 | 0.848 | ||||
DOT | 0.668 | 0.748 | 0.897 | |||
FLY | 0.651 | 0.648 | 0.720 | 0.834 | ||
INS | 0.757 | 0.783 | 0.725 | 0.741 | 0.851 | |
SED | 0.700 | 0.726 | 0.679 | 0.742 | 0.869 | 0.866 |
Constructs | Significance Test of Parameters | Composite Reliability | Convergence Validity | ||||
---|---|---|---|---|---|---|---|
Estimate | STDEV | t | p | CR | AVE | ||
CRT | COE | 0.850 | 0.018 | 48.239 | *** | 0.953 | 0.772 |
INE | 0.874 | 0.023 | 38.347 | *** | |||
DOT | 0.852 | 0.018 | 48.370 | *** | |||
FLY | 0.855 | 0.018 | 47.026 | *** | |||
INS | 0.932 | 0.008 | 119.040 | *** | |||
SED | 0.904 | 0.010 | 93.257 | *** | |||
OEA | OEA1 | 0.824 | 0.022 | 37.499 | *** | 0.911 | 0.719 |
OEA2 | 0.882 | 0.014 | 64.887 | *** | |||
OEA3 | 0.827 | 0.027 | 30.749 | *** | |||
OEA4 | 0.856 | 0.018 | 46.542 | *** | |||
PES | PES1 | 0.895 | 0.016 | 55.413 | *** | 0.932 | 0.821 |
PES2 | 0.931 | 0.011 | 87.942 | *** | |||
PES3 | 0.893 | 0.016 | 56.469 | *** | |||
ROE | ROE1 | 0.921 | 0.013 | 69.927 | *** | 0.956 | 0.878 |
ROE2 | 0.930 | 0.011 | 85.939 | *** | |||
ROE3 | 0.959 | 0.005 | 187.878 | *** | |||
SEA | SEA1 | 0.866 | 0.023 | 38.410 | *** | 0.933 | 0.822 |
SEA2 | 0.935 | 0.010 | 94.840 | *** | |||
SEA3 | 0.918 | 0.012 | 74.491 | *** | |||
TES | TES1 | 0.812 | 0.027 | 30.467 | *** | 0.910 | 0.716 |
TES2 | 0.881 | 0.015 | 58.464 | *** | |||
TES3 | 0.802 | 0.024 | 33.206 | *** | |||
TES4 | 0.886 | 0.015 | 58.351 | *** | |||
UOE | UOE1 | 0.920 | 0.011 | 82.070 | *** | 0.949 | 0.861 |
UOE2 | 0.948 | 0.007 | 130.130 | *** | |||
UOE3 | 0.916 | 0.015 | 61.159 | *** |
Constructs | Correlations of the Latent Variables | ||||||
---|---|---|---|---|---|---|---|
CRT | OEA | PES | ROE | SEA | TES | UOE | |
CRT | 0.878 | ||||||
OEA | 0.691 | 0.848 | |||||
PES | 0.59 | 0.574 | 0.906 | ||||
ROE | 0.755 | 0.637 | 0.578 | 0.937 | |||
SEA | 0.635 | 0.641 | 0.632 | 0.594 | 0.907 | ||
TES | 0.488 | 0.513 | 0.678 | 0.51 | 0.616 | 0.846 | |
UOE | 0.712 | 0.566 | 0.54 | 0.69 | 0.566 | 0.469 | 0.928 |
Hypothesis | Paths | Significance Test of Hypothesis | 95% CI | Conclusion | Model Fit Index | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Std Beta | STDEV | t | p | 2.50% | 97.50% | R2 | f2 | Q2 | |||
H1e | PES -> SEA | 0.396 | 0.070 | 5.675 | *** | 0.259 | 0.533 | Supported | 0.464 | 0.158 | 0.376 |
H3b | TES -> SEA | 0.347 | 0.065 | 5.316 | *** | 0.219 | 0.475 | Supported | 0.121 | ||
H2a | PES -> UOE | 0.411 | 0.066 | 6.183 | *** | 0.281 | 0.541 | Supported | 0.311 | 0.132 | 0.264 |
H3c | TES -> UOE | 0.190 | 0.066 | 2.860 | ** | 0.060 | 0.320 | Supported | 0.028 | ||
H1d | PES -> ROE | 0.430 | 0.066 | 6.523 | *** | 0.301 | 0.559 | Supported | 0.359 | 0.156 | 0.312 |
H3a | TES -> ROE | 0.218 | 0.069 | 3.156 | ** | 0.083 | 0.353 | Supported | 0.040 | ||
H1c | PES -> OEA | 0.418 | 0.067 | 6.230 | *** | 0.286 | 0.549 | Supported | 0.357 | 0.147 | 0.248 |
H2e | TES -> OEA | 0.230 | 0.068 | 3.385 | ** | 0.097 | 0.363 | Supported | 0.044 | ||
H1b | PES -> CRT | 0.084 | 0.048 | 1.759 | 0.079 | −0.010 | 0.177 | Not | 0.699 | 0.010 | 0.529 |
H2d | TES -> CRT | −0.057 | 0.041 | 1.377 | 0.168 | −0.138 | 0.024 | Not | 0.005 | ||
H2c | SEA -> CRT | 0.121 | 0.047 | 2.573 | * | 0.029 | 0.213 | Supported | 0.021 | ||
H1a | OEA -> CRT | 0.233 | 0.045 | 5.160 | *** | 0.145 | 0.322 | Supported | 0.084 | ||
H3d | UOE -> CRT | 0.262 | 0.056 | 4.716 | *** | 0.153 | 0.371 | Supported | 0.108 | ||
H2b | ROE -> CRT | 0.335 | 0.053 | 6.334 | *** | 0.231 | 0.438 | Supported | 0.152 |
Paths | Significance Test of Hypothesis | 95% CI | ||||
---|---|---|---|---|---|---|
Std Beta | STDEV | t | p | 2.50% | 97.50% | |
Total Effect | ||||||
PES -> CRT | 0.481 | 0.052 | 9.284 | 0.000 | 0.379 | 0.582 |
TES -> CRT | 0.162 | 0.056 | 2.872 | 0.004 | 0.051 | 0.272 |
Indirect Effect | ||||||
TES -> ROE -> CRT | 0.073 | 0.026 | 2.817 | 0.005 | 0.022 | 0.124 |
PES -> OEA -> CRT | 0.097 | 0.026 | 3.727 | 0.000 | 0.046 | 0.149 |
PES -> SEA -> CRT | 0.048 | 0.021 | 2.317 | 0.021 | 0.007 | 0.088 |
TES -> UOE -> CRT | 0.050 | 0.021 | 2.351 | 0.019 | 0.008 | 0.091 |
PES -> ROE -> CRT | 0.144 | 0.033 | 4.320 | 0.000 | 0.079 | 0.209 |
PES -> UOE -> CRT | 0.108 | 0.028 | 3.885 | 0.000 | 0.053 | 0.162 |
TES -> OEA -> CRT | 0.054 | 0.018 | 2.973 | 0.003 | 0.018 | 0.089 |
TES -> SEA -> CRT | 0.042 | 0.019 | 2.235 | 0.025 | 0.005 | 0.079 |
Direct Effect | ||||||
PES -> CRT | 0.084 | 0.048 | 1.734 | 0.083 | −0.011 | 0.178 |
TES -> CRT | −0.057 | 0.041 | 1.385 | 0.166 | −0.137 | 0.024 |
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Shi, Y.; Cheng, Q.; Wei, Y.; Liang, Y.; Zhu, K. Effects of Peer and Teacher Support on Students’ Creative Thinking: Emotional Intelligence as a Mediator and Emotion Regulation Strategy as a Moderator. J. Intell. 2025, 13, 53. https://doi.org/10.3390/jintelligence13050053
Shi Y, Cheng Q, Wei Y, Liang Y, Zhu K. Effects of Peer and Teacher Support on Students’ Creative Thinking: Emotional Intelligence as a Mediator and Emotion Regulation Strategy as a Moderator. Journal of Intelligence. 2025; 13(5):53. https://doi.org/10.3390/jintelligence13050053
Chicago/Turabian StyleShi, Yafei, Qi Cheng, Yantao Wei, Yunzhen Liang, and Ke Zhu. 2025. "Effects of Peer and Teacher Support on Students’ Creative Thinking: Emotional Intelligence as a Mediator and Emotion Regulation Strategy as a Moderator" Journal of Intelligence 13, no. 5: 53. https://doi.org/10.3390/jintelligence13050053
APA StyleShi, Y., Cheng, Q., Wei, Y., Liang, Y., & Zhu, K. (2025). Effects of Peer and Teacher Support on Students’ Creative Thinking: Emotional Intelligence as a Mediator and Emotion Regulation Strategy as a Moderator. Journal of Intelligence, 13(5), 53. https://doi.org/10.3390/jintelligence13050053