Emerging Technology-Driven Legal Education Reform and the Cultivation of Students’ Critical Thinking Skills
and
Mar 19, 2025
About this article
Published Online: Mar 19, 2025
Received: Nov 06, 2024
Accepted: Feb 16, 2025
DOI: https://doi.org/10.2478/amns-2025-0419
Keywords
© 2025 Kuizhong Xue et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Figure 1.

Figure 2.

Critical thinking ability of control group before and after the experiment
| Dimension | M±SD | T | P | |
|---|---|---|---|---|
| Before | After | |||
| Truth-seeking | 36.28±7.98 | 37.99±8.95 | -1.478 | 0.864 |
| Open mind | 36.23±6.46 | 38.42±7.95 | -2.117 | 0.745 |
| Analysis ability | 36.77±7.53 | 37.64±9.56 | -0.874 | 0.883 |
| Systematization ability | 37.06±9.59 | 36.36±7.37 | 0.748 | 0.766 |
| Confidence of critical thinking | 38.13±7.84 | 38.16±7.32 | -0.412 | 0.729 |
| Thirst for knowledge | 38.09±8.37 | 36.38±7.72 | 1.522 | 0.833 |
| Cognitive maturity | 37.21±7.62 | 35.39±6.17 | 1.847 | 0.751 |
| Total | 259.77±29.84 | 260.34±28.48 | -0.752 | 0.972 |
Critical thinking ability of experimental group before and after the experiment
| Dimension | M±SD | T | P | |
|---|---|---|---|---|
| Before | After | |||
| Truth-seeking | 37.74±8.92 | 46.95±9.66 | 3.488 | 0.000 |
| Open mind | 36.31±8.30 | 49.32±14.93 | 7.485 | 0.000 |
| Analysis ability | 35.28±9.05 | 48.45±12.34 | 7.264 | 0.000 |
| Systematization ability | 37.03±7.57 | 48.98±10.33 | 5.263 | 0.000 |
| Confidence of critical thinking | 37.81±6.63 | 49.66±11.02 | 5.784 | 0.000 |
| Thirst for knowledge | 38.06±6.16 | 46.63±9.35 | 3.041 | 0.000 |
| Cognitive maturity | 38.88±8.78 | 46.57±10.94 | 2.546 | 0.000 |
| Total | 261.11±27.49 | 336.56±39.08 | 12.154 | 0.000 |
Comparison of critical thinking ability of two groups before the experiment
| Dimension | M±SD | T | P | |
|---|---|---|---|---|
| Experimental group | Control group | |||
| Truth-seeking | 37.74±8.92 | 36.28±7.98 | 0.845 | 0.605 |
| Open mind | 36.31±8.30 | 36.23±6.46 | 0.426 | 0.765 |
| Analysis ability | 35.28±9.05 | 36.77±7.53 | -0.745 | 0.755 |
| Systematization ability | 37.03±7.57 | 37.06±9.59 | -0.268 | 0.695 |
| Confidence of critical thinking | 37.81±6.63 | 38.13±7.84 | -0.433 | 0.885 |
| Thirst for knowledge | 38.06±6.16 | 38.09±8.37 | -0.521 | 0.755 |
| Cognitive maturity | 38.88±8.78 | 37.21±7.62 | 0.647 | 0.865 |
| Total | 261.11±27.49 | 259.77±29.84 | 0.862 | 0.935 |
Primary index score contribution rate
| Primary index | Theoretical contribution | Theoretical contribution rate | Real contribution | Real contribution rate | Real/theoretical contribution rate |
|---|---|---|---|---|---|
| Teaching background (A) | 10.10 | 10.10% | 9.51 | 10.33% | 1.023 |
| Class teaching input (B) | 23.60 | 23.60% | 20.62 | 22.41% | 0.950 |
| Teaching process (C) | 37.40 | 37.40% | 35.41 | 38.48% | 1.029 |
| Class teaching effect (D) | 28.90 | 28.90% | 26.49 | 28.78% | 0.996 |
| Total | 100 | 100% | 92.03 | 100% | 1 |
Law education evaluation index system
| Primary index | Weight | Secondary index | Weight | Tertiary index | Weight |
|---|---|---|---|---|---|
| Teaching background (A) | 0.101 | Teaching target (A1) | 0.209 | Learning diagnosis (A11) | 0.215 |
| Teaching content (A12) | 0.206 | ||||
| Core literacy cultivation (A13) | 0.376 | ||||
| Target basic attribute (A14) | 0.203 | ||||
| Teacher ability (A2) | 0.379 | Occupational ethics (A21) | 0.210 | ||
| Teaching ability (A22) | 0.406 | ||||
| Professional literacy (A23) | 0.384 | ||||
| Student attitude and ability (A3) | 0.412 | Learning ability (A31) | 0.359 | ||
| Learning motivation (A32) | 0.304 | ||||
| Self-efficacy (A33) | 0.337 | ||||
| Class teaching input (B) | 0.236 | Teaching scheme planning (B1) | 0.297 | Learning and practice combination (B11) | 0.416 |
| Teaching resource application (B12) | 0.318 | ||||
| Teaching method rationality (B13) | 0.266 | ||||
| Student input (B2) | 0.345 | Pre-class preparation (B21) | 0.254 | ||
| Theoretical knowledge development (B22) | 0.327 | ||||
| Post-class activity participation (B23) | 0.419 | ||||
| School resource input (B3) | 0.358 | Organizational training (B31) | 0.187 | ||
| Teaching research (B32) | 0.203 | ||||
| Human resource utilization (B33) | 0.175 | ||||
| Post-class activity organization (B34) | 0.234 | ||||
| Extracurricular competition (B35) | 0.201 | ||||
| Teaching process (C) | 0.374 | Teacher behavior (C1) | 0.312 | Class routine (C11) | 0.194 |
| Guide and demonstration (C12) | 0.206 | ||||
| Information technology application (C13) | 0.207 | ||||
| Moot court creation (C14) | 0.211 | ||||
| Class atmosphere (C15) | 0.182 | ||||
| Student behavior (C2) | 0.336 | Observation and learning (C21) | 0.326 | ||
| Viewing and evaluation (C22) | 0.357 | ||||
| Skill practice (C23) | 0.317 | ||||
| Teacher and student interaction (C3) | 0.352 | Question and answer (C31) | 0.248 | ||
| Learning and practice combination (C32) | 0.752 | ||||
| Class teaching effect (D) | 0.289 | Student literacy improvement (D1) | 0.362 | Law ethics cultivation (D11) | 0.254 |
| Professional ability cultivation (D12) | 0.384 | ||||
| Good habit cultivation (D13) | 0.362 | ||||
| Teacher development and evaluation (D2) | 0.325 | Teaching effect (D21) | 0.355 | ||
| Teaching reflection (D22) | 0.213 | ||||
| Teaching efficiency improvement (D23) | 0.247 | ||||
| Teaching ability development (D24) | 0.185 | ||||
| Class overall effect (D3) | 0.313 | Sustainability (D31) | 0.384 | ||
| Extensibility (D32) | 0.213 | ||||
| Innovation (D33) | 0.403 |
Tertiary index score
| Primary index | Secondary index | Tertiary index | Score |
|---|---|---|---|
| Teaching background (A) | Teaching target (A1) | Learning diagnosis (A11) | 91.22 |
| Teaching content (A12) | 90.18 | ||
| Core literacy cultivation (A13) | 88.28 | ||
| Target basic attribute (A14) | 78.06 | ||
| Teacher ability (A2) | Occupational ethics (A21) | 89.24 | |
| Teaching ability (A22) | 95.45 | ||
| Professional literacy (A23) | 87.31 | ||
| Student attitude and ability (A3) | Learning ability (A31) | 86.83 | |
| Learning motivation (A32) | 92.97 | ||
| Self-efficacy (A33) | 90.51 | ||
| Class teaching input (B) | Teaching scheme planning (B1) | Learning and practice combination (B11) | 92.25 |
| Teaching resource application (B12) | 79.18 | ||
| Teaching method rationality (B13) | 85.92 | ||
| Student input (B2) | Pre-class preparation (B21) | 93.62 | |
| Theoretical knowledge development (B22) | 90.62 | ||
| Post-class activity participation (B23) | 94.77 | ||
| School resource input (B3) | Organizational training (B31) | 78.31 | |
| Teaching research (B32) | 91.37 | ||
| Human resource utilization (B33) | 95.01 | ||
| Post-class activity organization (B34) | 77.78 | ||
| Extracurricular competition (B35) | 95.01 | ||
| Teaching process (C) | Teacher behavior (C1) | Class routine (C11) | 86.18 |
| Guide and demonstration (C12) | 88.50 | ||
| Information technology application (C13) | 76.51 | ||
| Moot court creation (C14) | 89.58 | ||
| Class atmosphere (C15) | 93.51 | ||
| Student behavior (C2) | Observation and learning (C21) | 94.91 | |
| Viewing and evaluation (C22) | 78.69 | ||
| Skill practice (C23) | 89.04 | ||
| Teacher and student interaction (C3) | Question and answer (C31) | 79.15 | |
| Learning and practice combination (C32) | 87.90 | ||
| Class teaching effect (D) | Student literacy improvement (D1) | Law ethics cultivation (D11) | 91.20 |
| Professional ability cultivation (D12) | 86.68 | ||
| Good habit cultivation (D13) | 92.18 | ||
| Teacher development and evaluation (D2) | Teaching effect (D21) | 94.73 | |
| Teaching reflection (D22) | 87.51 | ||
| Teaching efficiency improvement (D23) | 94.54 | ||
| Teaching ability development (D24) | 90.16 | ||
| Class overall effect (D3) | Sustainability (D31) | 87.25 | |
| Extensibility (D32) | 91.72 | ||
| Innovation (D33) | 93.10 |
Comparison of critical thinking ability of two groups after the experiment
| Dimension | M±SD | T | P | |
|---|---|---|---|---|
| Experimental group | Control group | |||
| Truth-seeking | 46.95±9.66 | 37.99±8.95 | 3.845 | 0.000 |
| Open mind | 49.32±14.93 | 38.42±7.95 | 2.644 | 0.000 |
| Analysis ability | 48.45±12.34 | 37.64±9.56 | 2.745 | 0.000 |
| Systematization ability | 48.98±10.33 | 36.36±7.37 | 3.498 | 0.000 |
| Confidence of critical thinking | 49.66±11.02 | 38.16±7.32 | 2.151 | 0.000 |
| Thirst for knowledge | 46.63±9.35 | 36.38±7.72 | 1.643 | 0.000 |
| Cognitive maturity | 46.57±10.94 | 35.39±6.17 | 2.546 | 0.000 |
| Total | 336.56±39.08 | 260.34±28.48 | 5.662 | 0.000 |
