Thinking Style Moderates the Impact of the Classroom Environment on Language Creativity
Abstract
:1. Introduction
1.1. Language Creativity and Classroom Environment
1.2. Thinking Style, Classroom Environment, and Language Creativity
2. Materials and Methods
2.1. Participants
2.2. Measures
2.2.1. Classroom Environment Inventory (CEI)
2.2.2. Thinking Styles Inventory (TSI)
2.2.3. Chinese Language Creativity Test
2.3. Procedure
2.4. Data Analysis
3. Results
3.1. Descriptive Statistics
3.2. The Moderating Role of Thinking Style in the Influence of the Classroom Environment on Language Creativity
3.3. Classroom Environment and Thinking Style Effects on Fluency and Originality
3.4. The Moderating Role of Thinking Style in the Influence of Classroom Environment on Fluency
3.5. The Moderating Role of Thinking Style in the Influence of Classroom Environment on Originality
4. Discussion
4.1. Influence of the Classroom Environment on Language Creativity
4.2. Influence of the Interaction between the Classroom Environment and Thinking Styles
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Dimensions | df | χ2 | GFI | AGFI | TLI | CFI | RMSEA |
---|---|---|---|---|---|---|---|
TR | 46 | 232.15 | 0.99 | 0.95 | 0.98 | 0.96 | 0.06 |
PR | 49 | 246.95 | 0.98 | 0.91 | 0.90 | 0.97 | 0.07 |
TM | 38 | 192 | 0.98 | 0.94 | 0.95 | 0.97 | 0.05 |
TA | 27 | 137 | 0.97 | 0.91 | 0.95 | 0.98 | 0.04 |
CA | 35 | 178 | 0.96 | 0.96 | 0.95 | 0.95 | 0.03 |
TE | 24 | 124 | 0.98 | 0.98 | 0.96 | 0.98 | 0.06 |
PE | 47 | 235.6 | 0.99 | 0.95 | 0.96 | 0.96 | 0.05 |
Dimension | Thinking Style | Key Characteristics |
---|---|---|
Function | Legislative | One prefers to work on tasks that require creative strategies One prefers to choose one’s own activities |
Executive | One prefers to work on tasks with clear instructions and structures One prefers to implement tasks with established guidelines | |
Judicial | One prefers to work on tasks that allow for one’s evaluation One prefers to evaluate and judge the performance of other people | |
Form | Hierarchical | One prefers to allocate attention to several tasks that are prioritized according to the value of the tasks |
Monarchic | One prefers to work on tasks that allow complete focus on one thing at a time | |
Oligarchic | One prefers to work on multiple tasks in service of multiple objectives without setting priorities | |
Anarchic | One prefers to work on tasks that allow flexibility as to what, where, when, and how one works | |
Level | Global | One prefers to pay more attention to the overall picture of an issue and to abstract ideas |
Local | One prefers to work on tasks that require working with concrete details | |
Scope | Internal | One prefers to work on tasks that allow one to work as an independent unit |
External | One prefers to work on tasks that allow for collaborative ventures with other people | |
Leaning | Liberal | One prefers to work on tasks that involve novelty and ambiguity |
Conservative | One prefers to work on tasks that allow one to adhere to the existing rules and procedures when performing tasks |
TR | PR | TM | TA | CA | TE | PE | |
---|---|---|---|---|---|---|---|
School Type | M ± SD | M ± SD | M ± SD | M ± SD | M ± SD | M ± SD | M ± SD |
A | 3.26 ± 0.69 | 3.07 ± 0.41 | 3.48 ± 0.57 | 4.05 ± 0.66 | 3.09 ± 0.55 | 3.93 ± 0.68 | 3.24 ± 0.48 |
B | 3.24 ± 0.66 | 3.27 ± 0.59 | 3.30 ± 0.55 | 3.95 ± 0.62 | 2.99 ± 0.50 | 3.25 ± 0.50 | 3.14 ± 0.54 |
C | 3.00 ± 0.62 | 3.14 ± 0.52 | 3.26 ± 0.52 | 3.92 ± 0.73 | 2.09 ± 0.45 | 3.05 ± 0.48 | 3.02 ± 0.49 |
F | 7.00 *** | 2.23 * | 7.02 *** | 5.58 * | 11.12 *** | 3.06 * | 7.47 *** |
Variable | M | SD | Variable | M | SD |
---|---|---|---|---|---|
Thinking style | Classroom environment | ||||
Function | Teacher-student relationship | 3.60 | 0.82 | ||
Legislative style | 4.87 | 1.02 | Peer relationship | 3.46 | 0.55 |
Executive style | 4.65 | 1.06 | Teaching methods | 3.62 | 0.59 |
Judicial style | 4.51 | 1.09 | Teachers’ attitudes | 3.98 | 0.67 |
Form | Classroom environment | 3.55 | 0.66 | ||
Monarchic style | 3.76 | 1.19 | Teacher’s evaluation | 3.39 | 0.56 |
Hierarchical style | 4.80 | 1.23 | Physical environment | 3.25 | 0.51 |
Oligarchic style | 3.93 | 1.22 | Chinese language creativity | ||
Anarchic style | 4.47 | 1.09 | Fluency | 6.33 | 3.01 |
Level | Flexibility | 6.06 | 1.88 | ||
Global style | 3.77 | 1.19 | Originality | 1.58 | 0.85 |
Local style | 4.38 | 0.96 | |||
Scope | |||||
Internal style | 4.00 | 1.08 | |||
External style | 4.92 | 1.10 | |||
Learning | |||||
Liberal style | 4.64 | 1.00 | |||
Conservative style | 4.17 | 0.99 |
Variable | High Language Creativity | Low Language Creativity | ||||
---|---|---|---|---|---|---|
Thinking Style | M | SD | M | SD | t | |
Function | Legislative style | 5.04 | 1.01 | 4.70 | 1.02 | 2.60 ** |
Executive style | 4.72 | 1.12 | 4.35 | 1.08 | 2.62 ** | |
Judicial style | 4.68 | 1.11 | 4.32 | 1.07 | 2.58 ** | |
Form | Monarchic style | 3.56 | 1.14 | 3.75 | 1.15 | 1.25 |
Hierarchical style | 4.94 | 1.22 | 4.60 | 1.29 | 2.11 * | |
Oligarchic style | 3.78 | 1.34 | 3.94 | 1.17 | 0.97 | |
Anarchic style | 4.61 | 0.99 | 4.33 | 1.45 | 2.10 * | |
Level | Global style | 3.74 | 1.20 | 3.88 | 1.20 | 0.90 |
Local style | 4.47 | 1.00 | 4.21 | 1.01 | 2.07 * | |
Scope | Internal style | 4.14 | 1.14 | 3.89 | 1.07 | 1.77 |
External style | 4.96 | 1.07 | 4.85 | 1.21 | 0.75 | |
Learning | Liberal style | 4.83 | 1.02 | 4.49 | 0.98 | 2.62 ** |
Conservative style | 4.17 | 1.02 | 4.09 | 1.03 | 0.60 |
Step Sand Variables | Fluency | Flexibility | Originality | ||||||
---|---|---|---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 1 | Model 2 | Model 3 | Model 1 | Model 2 | Model 3 | |
R2 | 0.045 | 0.085 | 0.373 | 0.027 | 0.084 | 0.320 | 0.022 | 0.056 | 0.304 |
Adjust R2 | 0.030 | 0.042 | 0.168 | 0.011 | 0.042 | 0.097 | 0.007 | 0.012 | 0.077 |
△R2 | 0.045 | 0.040 | 0.288 | 0.027 | 0.057 | 0.236 | 0.022 | 0.034 | 0.248 |
△F | 2.969 | 1.441 | 1.714 | 1.744 | 2.073 | 1.290 | 1.429 | 1.192 | 1.329 |
Sig. F Change | 0.005 | 0.137 | 0.000 | 0.097 | 0.015 | 0.056 | 0.192 | 0.282 | 0.038 |
Thinking Style | Fluency | Originality | ||
---|---|---|---|---|
β | t | β | t | |
(Constant) | 6.583 | 42.461 *** | 1.524 | 33.131 *** |
Z (Teacher-student relationship) | 0.245 | 1.041 | −0.031 | −0.45 |
Z (Peer relationship) | −0.5 | −2.492 * | −0.188 | −3.159 ** |
Z (Teaching methods) | 0.195 | 1.023 | 0.132 | 2.327 * |
Z (Teachers’ attitude) | −0.189 | −0.903 | −0.028 | −0.448 |
Z (Classroom atmosphere) | −0.104 | −0.504 | 0.004 | 0.063 |
Z (Teachers’ evaluation) | 0.653 | 3.671 *** | 0.084 | 1.585 |
Z (Physical environment) | 0.173 | 0.937 | −0.029 | −0.521 |
Z (Legislative style) | 0.38 | 1.874 | 0.044 | 0.731 |
Z (Executive style) | 0.122 | 0.645 | 0.096 | 1.721 |
Z (Judicial style) | 0.064 | 0.321 | −0.079 | −1.35 |
Z (Monarchic style) | −0.096 | −0.54 | 0.013 | 0.241 |
Z (Hierarchical style) | −0.13 | −0.611 | 0.077 | 1.214 |
Z (Oligarchic style) | −0.017 | −0.089 | −0.01 | −0.178 |
Z (Anarchic style) | 0.409 | 1.991 * | 0.05 | 0.829 |
Z (Global style) | 0.088 | 0.471 | −0.016 | −0.282 |
Z (Local style) | 0.062 | 0.314 | 0.013 | 0.22 |
Z (Internal style) | −0.153 | −0.814 | 0.001 | 0.014 |
Z (External style) | −0.587 | −2.878 ** | −0.056 | −0.918 |
Z (Liberal style) | 0.186 | 0.896 | 0.058 | 0.936 |
Z (Conservative style) | −0.084 | −0.416 | −0.076 | −1.227 |
Thinking Style | Fluency | ||
---|---|---|---|
β | t | ||
Function | Teachers’ attitude * Legislative | −0.605 | −2.020 * |
Classroom atmosphere * Executive | 0.623 | 2.568 * | |
Classroom atmosphere * Anarchic | 0.7 | 2.469 * | |
Teachers’ evaluation * Anarchic | −0.668 | −2.951 * | |
Teaching methods * Anarchic | 0.703 | 3.092 ** | |
Teachers’ attitude * Anarchic | −0.701 | −2.432 * | |
Teacher-student relationship * Local | −0.568 | −2.054 * | |
Physical environment * Global | −0.565 | −2.344 * | |
Scope | Teachers’ attitude * Internal | 0.978 | 3.369 ** |
Teachers’ evaluation * Internal | −0.533 | −2.277 * | |
Peer relationship * Internal | −0.528 | −2.286 * |
Thinking Style | Originality | ||
---|---|---|---|
β | t | ||
Function | Teachers’ attitude * Executive | 0.195 | 2.290 * |
Form | Peer relationship * Hierarchical | −0.15 | −2.027 * |
Teachers’ evaluation * Hierarchical | 0.19 | 2.647 ** | |
Level | Peer relationship * Local | 0.189 | 2.503 * |
Teachers’ evaluation * Local | −0.16 | −2.087 * | |
Classroom atmosphere *Internal | 0.151 | 2.013 * | |
Teacher-student relationship * Internal | 0.193 | 2.061 * | |
Physical environment * External | −0.197 | −2.392 * |
Classroom Environment * Thinking Style | Meaning of Classroom Environment | Meaning of Thinking Style | Match or Not | Effect |
---|---|---|---|---|
Teachers’ attitude * Legislative | Teachers respect students, are more tolerated, and are friendly | One prefers tasks requiring creative strategies and autonomy | Match | Inhibited fluency |
Teachers’ attitude * Executive | One prefers tasks with clear instructions and established guidelines. | Not match | Enhance originality | |
Classroom atmosphere * Executive | The class is more open-minded, creative, encouraging, and has a high tolerance for different ideas | Not match | Enhanced fluency | |
Classroom atmosphere * Judicial | One prefers tasks involving evaluation and judgment of others. | Not match | Inhibited fluency | |
Peer relationship * Judicial | Students hold a reliable, united, appropriate, competitive, encouraging, and respectful relationship | Not match | Enhanced fluency | |
Peer relationship * Monarchic | One prefers tasks that allow focused work on a single aspect. | Not match | Inhibited originality | |
Peer relationship * Hierarchical | One prefers to allocate attention to several tasks that are prioritized according to their value | Not match | Inhibited originality | |
Teachers’ evaluation * Hierarchical | Teachers’ evaluation tends to be more positive and encouraging | Match | Enhanced originality | |
Teachers’ evaluation * Anarchic | One prefers to work on tasks that allow flexibility as to what, where, when, and how one works | Match | No difference | |
Classroom atmosphere * Anarchic | The class is more open-minded, creative, encouraging, and has a high tolerance for different ideas | Match | Enhanced fluency | |
Teaching methods * Anarchic | The teaching style is more open, variable, and creative | Match | Enhanced fluency | |
Teachers’ attitude * Anarchic | Teachers respect students, are more tolerated, and are friendly | Match | Inhibited fluency | |
Peer relationship * Local | Students hold a reliable, united, appropriate, competitive, encouraging, and respectful relationship. | One prefers to work on tasks that require working with concrete details | No difference | |
Teachers’ evaluation * Local | Teachers’ evaluations tend to be more positive and encouraging | Inhibited originality | ||
Teacher–student relationship * Local | The relationship is more democratic; teachers and students have equal status; they both contribute to students” development; and they respect each other | Inhibited fluency | ||
Physical environment * Global | A higher score means a more creative-friendly physical environment, like desks that can be arranged according to specific themes in class, well-lit bulbs, and reduced noise | One prefers to pay more attention to the overall picture of an issue and to abstract ideas | Inhibited fluency | |
Teachers’ attitude * Internal | Teachers respect students, are more tolerated, and are friendly | One prefers to work on tasks that allow one to work as an independent unit | Not match | Inhibited fluency |
Teachers’ evaluation * Internal | Teachers’ evaluations tend to be more positive and encouraging | Not match | Enhanced fluency | |
Classroom atmosphere * Internal | The class is more open-minded, creative, encouraging, and has a high tolerance for different ideas | Not match | Enhanced originality | |
Peer relationship * Internal | Students hold a reliable, united, appropriate, competitive, encouraging, and respectful relationship | Not match | Inhibited fluency | |
Teacher–student relationship * Internal | The relationship is more democratic; teachers and students have equal status; they both contribute to students” development; and they respect each other | Not match | Enhanced originality | |
Physical environment * External | A higher score means a more creative-friendly physical environment, like desks that can be arranged according to specific themes in class, well-lit bulbs, and reduced noise. | One prefers to work on tasks that allow for collaborative ventures with other people | Match | Inhibited originality |
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Lin, S.; Duan, W.; Wang, Y.; Duan, H. Thinking Style Moderates the Impact of the Classroom Environment on Language Creativity. J. Intell. 2024, 12, 5. https://doi.org/10.3390/jintelligence12010005
Lin S, Duan W, Wang Y, Duan H. Thinking Style Moderates the Impact of the Classroom Environment on Language Creativity. Journal of Intelligence. 2024; 12(1):5. https://doi.org/10.3390/jintelligence12010005
Chicago/Turabian StyleLin, Suqin, Wenjin Duan, Yifan Wang, and Haijun Duan. 2024. "Thinking Style Moderates the Impact of the Classroom Environment on Language Creativity" Journal of Intelligence 12, no. 1: 5. https://doi.org/10.3390/jintelligence12010005
APA StyleLin, S., Duan, W., Wang, Y., & Duan, H. (2024). Thinking Style Moderates the Impact of the Classroom Environment on Language Creativity. Journal of Intelligence, 12(1), 5. https://doi.org/10.3390/jintelligence12010005