Training of Future Teachers in the Binomial Universal Design for Learning and Technologies for Inclusive Education
Abstract
1. Introduction
1.1. The Binomial Technology and Universal Design for Learning (UDL)
1.2. Teacher Training in Technology and UDL: Towards an Inclusive and Innovative Pedagogy
2. Materials and Methods
2.1. Objective
- -
- Null hypothesis (H0) = the implementation of UDL in combination with the use of technologies does NOT improve the ways of representing information with technologies, nor does it promote the expression of their learning in a more effective way, or increase the commitment towards the use of technology.
- -
- Alternative hypothesis (H1) = the implementation of UDL in combination with the use of technologies improves the ways of representing information with technologies, promotes the expression of their learning more effectively, and increases the commitment towards the use of technology, reflecting a satisfactory increase after integration.
2.2. Design and Participants
2.3. Assessment Instrument
2.4. Procedure
3. Results
3.1. Reliability Scale
3.2. Normality Test
3.3. Descriptive Analysis of the Data
3.4. Hypothesis Testing Using the Wilcoxon Test
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Dimension | Items |
---|---|
Multiple forms of representation (R) |
|
Multiple forms of action and expression (AE) |
|
Multiple forms of engagement (E) |
|
Cronbach’s Alpha | Number of Items | |
---|---|---|
R dimension | 0.888 | 7 |
AE dimension | 0.878 | 5 |
E dimension | 0.727 | 4 |
Total score | 0.906 | 16 |
Pre-Test | Post-Test | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Kolmogorov–Smirnov 1 | Shapiro–Wilk | Kolmogorov–Smirnov 1 | Shapiro–Wilk | |||||||||
Statistical | gl | Sig. | Statistical | gl | Sig. | Statistical | gl | Sig. | Statistical | gl | Sig. | |
R dimension | 0.216 | 386 | <0.001 | 0.709 | 386 | <0.001 | 0.219 | 386 | <0.001 | 0.761 | 386 | <0.001 |
AE dimension | 0.057 | 386 | 0.005 | 0.992 | 386 | 0.047 | 0.103 | 386 | <0.001 | 0.941 | 386 | <0.001 |
E dimension | 0.112 | 386 | <0.001 | 0.936 | 386 | <0.001 | 0.161 | 386 | <0.001 | 0.870 | 386 | <0.001 |
Pre-Test | Post-Test | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Mean | Standard Deviation | Variance | Skewness | Kurtosis | Mean | Standard Deviation | Variance | Skewness | Kurtosis | |
Statistical | Statistical | Statistical | Statistical | Statistical | Statistical | Statistical | Statistical | Statistical | Statistical | |
R1 | 5.26 | 0.926 | 0.857 | −1.602 | 3.459 | 5.44 | 0.723 | 0.523 | −1.230 | 1.424 |
R2 | 5.37 | 0.909 | 0.827 | −2.161 | 6.732 | 5.48 | 0.777 | 0.604 | −1.677 | 3.102 |
R3 | 5.52 | 0.898 | 0.806 | −2.598 | 8.321 | 5.62 | 0.685 | 0.469 | −2.237 | 6.013 |
R4 | 5.41 | 0.947 | 0.896 | −2.055 | 5.022 | 5.56 | 0.788 | 0.621 | −2.224 | 5.863 |
R5 | 5.38 | 0.966 | 0.933 | −2.130 | 5.718 | 5.58 | 0.692 | 0.479 | −1.903 | 5.303 |
R6 | 5.51 | 0.841 | 0.708 | −2.647 | 9.851 | 5.67 | 0.632 | 0.399 | −2.396 | 7.514 |
R7 | 5.51 | 0.968 | 0.936 | −2.658 | 7.818 | 5.70 | 0.591 | 0.349 | −2.699 | 11.780 |
AE1 | 3.87 | 1.336 | 1.784 | −0.128 | −0.713 | 5.00 | 1.036 | 1.073 | −1.066 | 0.939 |
AE2 | 3.83 | 1.119 | 1.252 | −0.201 | 0.009 | 4.77 | 1.033 | 1.068 | −0.458 | −0.532 |
AE3 | 4.03 | 1.175 | 1.381 | −0.292 | −0.223 | 4.93 | 1.059 | 1.122 | −0.804 | −0.102 |
AE4 | 3.15 | 1.362 | 1.854 | 0.143 | −0.714 | 4.44 | 1.378 | 1.898 | −0.607 | −0.390 |
AE5 | 3.71 | 1.376 | 1.894 | −0.127 | −0.659 | 4.88 | 1.137 | 1.294 | −0.670 | −0.479 |
E1 | 5.04 | 0.990 | 0.980 | −0.783 | −0.166 | 5.31 | 0.895 | 0.801 | −1.040 | −0.005 |
E2 | 5.28 | 0.892 | 0.795 | −1.248 | 1.260 | 5.44 | 0.761 | 0.580 | −1.296 | 1.133 |
E3 | 4.99 | 1.006 | 1.013 | −0.824 | 0.197 | 5.42 | 0.786 | 0.618 | −1.305 | 1.496 |
E4 | 5.22 | 0.916 | 0.839 | −1.007 | 0.371 | 5.37 | 0.900 | 0.810 | −1.658 | 3.031 |
Statistics for S Sample | ||||
---|---|---|---|---|
Mean | Standard Deviation | Mean Standard Error | ||
Pre-test | Dimension R | 5.4219 | 0.73658 | 0.03749 |
Dimension AE | 3.7192 | 0.90763 | 0.04620 | |
Dimension E | 5.1328 | 0.67710 | 0.03446 | |
Post-test | Dimension R | 5.5799 | 0.54228 | 0.02760 |
Dimension AE | 4.8005 | 0.93147 | 0.04741 | |
Dimension E | 5.3847 | 0.62131 | 0.03162 |
Null Hypothesis | Test | Sig a,b | Decision |
---|---|---|---|
The median difference between Pre-test dimension R and Post-test dimension R is equal to 0 | Wilcoxon signed-rank test for related samples | 0.012 | Reject the null hypothesis |
The median difference between Pre-test dimension AE and Post-test dimension AE is equal to 0 | Wilcoxon signed-rank test for related samples | <0.001 | Reject the null hypothesis |
The median difference between Pre-test dimension E and Post-test dimension E is equal to 0 | Wilcoxon signed-rank test for related samples | <0.001 | Reject the null hypothesis |
R Dimension | AE Dimension | E Dimension | |
---|---|---|---|
Test statistic | 29,135.500 | 55,708.500 | 33,532.000 |
Standard error | 1622.249 | 1933.597 | 1643.317 |
Standardized test statistic (Z) | 2.523 | 12.471 | 4.876 |
Asymptotic sig. (Bilateral test) | 0.012 | <0.001 | <0.001 |
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Romero-Tena, R.; Martínez-Navarro, R.; León-Garrido, A. Training of Future Teachers in the Binomial Universal Design for Learning and Technologies for Inclusive Education. Sustainability 2025, 17, 6504. https://doi.org/10.3390/su17146504
Romero-Tena R, Martínez-Navarro R, León-Garrido A. Training of Future Teachers in the Binomial Universal Design for Learning and Technologies for Inclusive Education. Sustainability. 2025; 17(14):6504. https://doi.org/10.3390/su17146504
Chicago/Turabian StyleRomero-Tena, Rosalía, Raquel Martínez-Navarro, and Antonio León-Garrido. 2025. "Training of Future Teachers in the Binomial Universal Design for Learning and Technologies for Inclusive Education" Sustainability 17, no. 14: 6504. https://doi.org/10.3390/su17146504
APA StyleRomero-Tena, R., Martínez-Navarro, R., & León-Garrido, A. (2025). Training of Future Teachers in the Binomial Universal Design for Learning and Technologies for Inclusive Education. Sustainability, 17(14), 6504. https://doi.org/10.3390/su17146504