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supplementary.docx (968.42KB )
This version is not peer-reviewed
Submitted:
16 December 2023
Posted:
21 December 2023
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Frequency Analysis Results | ||||
Variable | Category | Frequency | Percentage (%) | Cumulative Percentage (%) |
Age | 18-25 | 82 | 32.54 | 32.54 |
26-35 | 75 | 29.76 | 62.30 | |
36-45 | 55 | 21.83 | 84.13 | |
46- | 40 | 15.87 | 100.00 | |
Gender | Male | 125 | 49.60 | 49.60 |
Female | 127 | 50.40 | 100.00 | |
Educational Background | Undergraduate Students | 42 | 16.67 | 16.67 |
Graduate Students | 6 | 2.38 | 19.05 | |
Teachers | 184 | 73.02 | 92.06 | |
Administrative Staff | 9 | 3.57 | 95.63 | |
Others | 11 | 4.37 | 100.00 | |
How do you typically use digital educational tools? | Learning New Knowledge | 29 | 11.51 | 11.51 |
Completing Assignments | 70 | 27.78 | 39.29 | |
Course Teaching | 108 | 42.86 | 82.14 | |
Curriculum Design | 20 | 7.94 | 90.08 | |
Others | 25 | 9.92 | 100.00 | |
What is the frequency of your weekly use of digital educational tools? | Daily | 135 | 53.57 | 53.57 |
Several times a week | 73 | 28.97 | 82.54 | |
Occasionally | 25 | 9.92 | 92.46 | |
Rarely used | 19 | 7.54 | 100.00 | |
To what extent do you believe that digital educational tools contribute to the realization of symbiotic education? | Extremely helpful | 108 | 42.86 | 42.86 |
Helpful | 107 | 42.46 | 85.32 | |
Neutral | 15 | 5.95 | 91.27 | |
Unhelpful | 8 | 3.17 | 94.44 | |
Extremely unhelpful | 14 | 5.56 | 100.00 | |
What are the main challenges you encounter when using digital educational tools? | Technical issues | 44 | 17.46 | 17.46 |
Resource issues | 78 | 30.95 | 48.41 | |
Access to resources | 33 | 13.10 | 61.51 | |
Language barriers | 31 | 12.30 | 73.81 | |
Cultural understanding | 30 | 11.90 | 85.71 | |
Others | 36 | 14.29 | 100.00 | |
What is your level of satisfaction with the current digital educational tools? | Extremely satisfied | 224 | 88.89 | 88.89 |
Satisfied | 6 | 2.38 | 91.27 | |
Neutral | 12 | 4.76 | 96.03 | |
Dissatisfied | 7 | 2.78 | 98.81 | |
Extremely dissatisfied | 3 | 1.19 | 100.00 | |
Total | 252 | 100.0 | 100.0 |
Age | |||
Category | Frequency | Percentage (%) | Cumulative Percentage (%) |
18-25 | 82 | 32.54% | 32.54% |
26-35 | 75 | 29.76% | 62.30% |
36-45 | 55 | 21.83% | 84.13% |
46- | 40 | 15.87% | 100.00% |
Total | 252 | 100.0% |
Gender | |||
Category | Frequency | Percentage (%) | Cumulative Percentage (%) |
Male | 125 | 49.60% | 49.60% |
Female | 127 | 50.40% | 100.00% |
Total | 252 | 100.0% |
Educational Background | |||
Category | Frequency | Percentage (%) | Cumulative Percentage (%) |
Undergraduate Students | 42 | 16.67% | 16.67% |
Graduate Students | 6 | 2.38% | 19.05% |
Teachers | 184 | 73.02% | 92.06% |
Administrative Staff | 9 | 3.57% | 95.63% |
Others | 11 | 4.37% | 100.00% |
Total | 252 | 100.0% |
How do you typically use digital educational tools? | |||
Category | Frequency | Percentage (%) | Cumulative Percentage (%) |
Learning New Knowledge | 29 | 11.51% | 11.51% |
Completing Assignments | 70 | 27.78% | 39.29% |
Course Teaching | 108 | 42.86% | 82.14% |
Curriculum Design | 20 | 7.94% | 90.08% |
Others | 25 | 9.92% | 100.00% |
Total | 252 | 100.0% |
What is the frequency of your weekly use of digital educational tools? | |||
Category | Frequency | Percentage (%) | Cumulative Percentage (%) |
Daily | 135 | 53.57% | 53.57% |
Several times a week | 73 | 28.97% | 82.54% |
Occasionally | 25 | 9.92% | 92.46% |
Rarely used | 19 | 7.54% | 100.00% |
Total | 252 | 100.0% |
To what extent do you believe that digital educational tools contribute to the realization of symbiotic education? | |||
Category | Frequency | Percentage (%) | Cumulative Percentage (%) |
Extremely helpful | 108 | 42.86% | 42.86% |
Helpful | 107 | 42.46% | 85.32% |
Neutral | 15 | 5.95% | 91.27% |
Unhelpful | 8 | 3.17% | 94.44% |
Extremely unhelpful | 14 | 5.56% | 100.00% |
Total | 252 | 100.0% |
What are the main challenges you encounter when using digital educational tools? | |||
Category | Frequency | Percentage (%) | Cumulative Percentage (%) |
Technical issues | 44 | 17.46% | 17.46% |
Resource issues | 78 | 30.95% | 48.41% |
Access to resources | 33 | 13.10% | 61.51% |
Language barriers | 31 | 12.30% | 73.81% |
Cultural understanding | 30 | 11.90% | 85.71% |
Others | 36 | 14.29% | 100.00% |
Total | 252 | 100.0% |
What is your level of satisfaction with the current digital educational tools? | |||
Category | Frequency | Percentage (%) | Cumulative Percentage (%) |
Extremely satisfied | 224 | 88.89% | 88.89% |
Satisfied | 6 | 2.38% | 91.27% |
Neutral | 12 | 4.76% | 96.03% |
Dissatisfied | 7 | 2.78% | 98.81% |
Extremely dissatisfied | 3 | 1.19% | 100.00% |
Total | 252 | 100.0% |
ANOVA results (normal format) | ||||||
Analysis item | Item | Sample size | Average | Standard deviation | F | P |
How do you typically use digital educational tools? | 18-25 | 82 | 2.40 | 0.73 | 5.337 | 0.001** |
26-35 | 75 | 3.03 | 1.08 | |||
36-45 | 55 | 2.95 | 1.46 | |||
46- | 40 | 2.80 | 0.88 | |||
Total | 252 | 2.77 | 1.08 | |||
What is the frequency of your weekly use of digital educational tools? | 18-25 | 82 | 1.72 | 0.57 | 47.145 | 0.000** |
26-35 | 75 | 1.28 | 0.76 | |||
36-45 | 55 | 2.69 | 0.96 | |||
46- | 40 | 1.18 | 0.68 | |||
Total | 252 | 1.71 | 0.93 | |||
To what extent do you believe that digital educational tools contribute to the realization of symbiotic education? | 18-25 | 82 | 2.13 | 0.52 | 22.215 | 0.000** |
26-35 | 75 | 1.36 | 0.48 | |||
36-45 | 55 | 2.51 | 1.62 | |||
46- | 40 | 1.35 | 0.98 | |||
Total | 252 | 1.86 | 1.05 | |||
What are the main challenges you encounter when using digital educational tools? | 18-25 | 82 | 3.50 | 1.75 | 3.686 | 0.013* |
26-35 | 75 | 2.63 | 1.36 | |||
36-45 | 55 | 3.24 | 1.69 | |||
46- | 40 | 3.17 | 1.99 | |||
Total | 252 | 3.13 | 1.70 | |||
What is your level of satisfaction with the current digital educational tools? | 18-25 | 82 | 1.00 | 0.00 | 104.912 | 0.000** |
26-35 | 75 | 1.00 | 0.00 | |||
36-45 | 55 | 1.00 | 0.00 | |||
46岁以上 | 40 | 2.58 | 1.30 | |||
Total | 252 | 1.25 | 0.77 | |||
* p<0.05 ** p<0.01 |
ANOVA results (normal format) | ||||||
Analysis item | Item | Sample size | Average | Standard deviation | F | p |
How do you typically use digital educational tools? | Male | 125 | 2.78 | 1.10 | 0.042 | 0.837 |
Female | 127 | 2.76 | 1.07 | |||
Total | 252 | 2.77 | 1.08 | |||
What is your frequency of digital educational tools usage per week? | Male | 125 | 1.80 | 1.01 | 2.133 | 0.145 |
Female | 127 | 1.63 | 0.83 | |||
Total | 252 | 1.71 | 0.93 | |||
To what extent do you think digital educational tools contribute to the realization of symbiotic education? | Male | 125 | 1.84 | 1.00 | 0.100 | 0.752 |
Female | 127 | 1.88 | 1.10 | |||
Total | 252 | 1.86 | 1.05 | |||
What are the main challenges you encounter when using digital educational tools? | Male | 125 | 2.82 | 1.55 | 8.331 | 0.004** |
Female | 127 | 3.43 | 1.79 | |||
Total | 252 | 3.13 | 1.70 | |||
How satisfied are you with the current digital educational tools? | Male | 125 | 1.17 | 0.68 | 2.825 | 0.094 |
Female | 127 | 1.33 | 0.85 | |||
Total | 252 | 1.25 | 0.77 | |||
* p<0.05 ** p<0.01 |
ANOVA results (normal format) | ||||||
Analysis Item | Item | Sample Size | Mean | Standard Deviation | F | p |
How do you typically use digital educational tools? | Undergraduate Students | 42 | 2.12 | 0.71 | 6.924 | 0.000** |
Graduate Students | 6 | 3.00 | 1.79 | |||
Teachers | 184 | 2.95 | 1.04 | |||
Administrative Staff | 9 | 2.00 | 1.22 | |||
Others | 11 | 2.73 | 1.35 | |||
Total | 252 | 2.77 | 1.08 | |||
What is your frequency of digital educational tools usage per week? | Undergraduate Students | 42 | 2.02 | 0.41 | 1.645 | 0.164 |
Graduate Students | 6 | 1.33 | 0.52 | |||
Teachers | 184 | 1.66 | 1.00 | |||
Administrative Staff | 9 | 1.78 | 1.20 | |||
Others | 11 | 1.64 | 0.81 | |||
Total | 252 | 1.71 | 0.93 | |||
To what extent do you think digital educational tools contribute to the realization of symbiotic education? | Undergraduate Students | 42 | 2.14 | 0.57 | 1.248 | 0.291 |
Graduate Students | 6 | 1.50 | 1.22 | |||
Teachers | 184 | 1.80 | 1.08 | |||
Administrative Staff | 9 | 2.11 | 1.17 | |||
Others | 11 | 1.73 | 1.62 | |||
Total | 252 | 1.86 | 1.05 | |||
What are the main challenges you encounter when using digital educational tools? | Undergraduate Students | 42 | 3.76 | 1.71 | 3.124 | 0.016* |
Graduate Students | 6 | 1.83 | 0.75 | |||
Teachers | 184 | 3.08 | 1.68 | |||
Administrative Staff | 9 | 2.22 | 1.64 | |||
Others | 11 | 3.00 | 1.73 | |||
Total | 252 | 3.13 | 1.70 | |||
How satisfied are you with the current digital educational tools? | Undergraduate Students | 42 | 1.00 | 0.00 | 2.965 | 0.020* |
Graduate Students | 6 | 1.50 | 1.22 | |||
Teachers | 184 | 1.26 | 0.79 | |||
Administrative Staff | 9 | 1.89 | 1.27 | |||
Others | 11 | 1.36 | 0.81 | |||
Total | 252 | 1.25 | 0.77 | |||
* p<0.05 ** p<0.01 |
Pearson related-detailed format | ||||
To what extent do you think digital educational tools contribute to the realization of symbiotic education? | What are the main challenges you encounter when using digital educational tools? | How satisfied are you with the current digital educational tools? | ||
To what extent do you think digital educational tools contribute to the realization of symbiotic education? | Correlation coefficient | 1 | ||
p value | - | |||
Sample size | - | |||
What are the main challenges you encounter when using digital educational tools? | Correlation coefficient | 0.187** | 1 | |
p value | 0.003 | - | ||
Sample size | 252 | - | ||
How satisfied are you with the current digital educational tools? | Correlation coefficient | -0.218** | -0.001 | 1 |
p value | 0.000 | 0.990 | - | |
Sample size | 252 | 252 | - | |
* p<0.05 ** p<0.01 |
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