Green Minds, Smart Tools: Exploring the Mediating Role of Digital Citizenship in the Relationship Between Environmental Education Awareness and Self-Efficacy
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design and Sampling
2.2. Participants
2.3. Measures
2.4. Procedure
2.5. Data Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| EEA | Environmental Education Awareness |
| SDG | Sustainable Development Goal |
| EEAS | Environmental Education Awareness Scale |
| DCS-R | Revised Digital Citizenship Scale |
| NGSE | New General Self-Efficacy Scale |
| CFA | Confirmatory Factor Analysis |
| GFI | Goodness of Fit Index |
| AGFI | Adjusted Goodness of Fit Index |
| CFI | Comparative Fit Index |
| TLI | Tucker–Lewis Index |
| RMSEA | Root Mean Square Error of Approximation |
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| Variable | Category | Psychometric Sample (N = 614) | Main Sample (N = 879) | ||
|---|---|---|---|---|---|
| N | % | N | % | ||
| Gender | Male | 324 | 52.8 | 473 | 53.8 |
| Female | 290 | 47.2 | 406 | 46.2 | |
| Residence | Rural | 235 | 38.3 | 333 | 37.9 |
| Urban | 379 | 61.7 | 546 | 62.1 | |
| Grade Level | First | 144 | 23.5 | 237 | 27.0 |
| Second | 167 | 27.2 | 219 | 24.9 | |
| Third | 147 | 23.9 | 212 | 24.1 | |
| Fourth | 156 | 25.4 | 211 | 24.0 | |
| Variable | M | SD | Minimum | Maximum |
|---|---|---|---|---|
| EEA | 44.57 | 5.042 | 36.00 | 60.00 |
| Internet Political Activism | 17.24 | 3.929 | 12.00 | 42.00 |
| Technical Skills | 17.31 | 1.296 | 15.00 | 21.00 |
| Critical Perspectives | 29.59 | 3.814 | 21.00 | 49.00 |
| Networking Agency | 14.17 | 1.702 | 12.00 | 21.00 |
| Digital Citizenship | 78.33 | 8.113 | 60.00 | 133.00 |
| Self-Efficacy | 29.78 | 2.987 | 24.00 | 40.00 |
| Variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
|---|---|---|---|---|---|---|---|
| 1. EEA | 1 | ||||||
| 2. Internet Political Activism | 0.300 ** | 1 | |||||
| 3. Technical Skills | 0.143 ** | 0.317 ** | 1 | ||||
| 4. Critical Perspectives | 0.621 ** | 0.498 ** | 0.208 ** | 1 | |||
| 5. Networking Agency | 0.193 ** | 0.415 ** | 0.183 ** | 0.360 ** | 1 | ||
| 6. Digital Citizenship | 0.501 ** | 0.856 ** | 0.449 ** | 0.820 ** | 0.609 ** | 1 | |
| 7. Self-Efficacy | 0.756 ** | 0.457 ** | 0.242 ** | 0.641 ** | 0.311 ** | 0.627 ** | 1 |
| Pathway | B | SE | β | t | p | 95% CI |
|---|---|---|---|---|---|---|
| Predicting Digital Citizenship (M) | ||||||
| Constant | 42.411 | 2.109 | --- | 20.108 | 0.001 | [38.271, 46.551] |
| Environmental Awareness → Digital Citizenship | 0.806 | 0.047 | 0.501 | 17.140 | 0.001 | [0.714, 0.898] |
| Predicting Self-Efficacy (Y) | ||||||
| Constant | 4.640 | 0.638 | --- | 7.272 | 0.001 | [3.388, 5.892] |
| Environmental Awareness → Self-Efficacy | 0.350 | 0.014 | 0.590 | 25.720 | 0.001 | [0.323, 0.376] |
| Digital Citizenship → Self-Efficacy | 0.122 | 0.008 | 0.331 | 14.432 | 0.001 | [0.105, 0.139] |
| Total Effect Model | ||||||
| Environmental Awareness → Self-Efficacy | 0.448 | 0.013 | 0.756 | 34.239 | 0.001 | [0.422, 0.474] |
| Effect Type | B | SE | β | 95% Bootstrap CI | % of Total Effect |
|---|---|---|---|---|---|
| Total Effect | 0.448 | 0.013 | 0.756 | [0.422, 0.474] | 100.0% |
| Direct Effect | 0.350 | 0.014 | 0.590 | [0.323, 0.376] | 78.1% |
| Indirect Effect (through Digital Citizenship) | 0.098 | 0.010 | 0.166 | [0.079, 0.117] | 21.9% |
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Share and Cite
Nemt-allah, M.A.; Mostafa, M.M.; Helali, M.M.; Aldawsari, H.K.; Aboud, Y.Z.; Ibrahim, A.R. Green Minds, Smart Tools: Exploring the Mediating Role of Digital Citizenship in the Relationship Between Environmental Education Awareness and Self-Efficacy. Sustainability 2026, 18, 2150. https://doi.org/10.3390/su18042150
Nemt-allah MA, Mostafa MM, Helali MM, Aldawsari HK, Aboud YZ, Ibrahim AR. Green Minds, Smart Tools: Exploring the Mediating Role of Digital Citizenship in the Relationship Between Environmental Education Awareness and Self-Efficacy. Sustainability. 2026; 18(4):2150. https://doi.org/10.3390/su18042150
Chicago/Turabian StyleNemt-allah, Mohamed Ali, Mamdouh Mahmoud Mostafa, Mamdouh Mosaad Helali, Hussam Khalifah Aldawsari, Yusra Zaki Aboud, and Ashraf Ragab Ibrahim. 2026. "Green Minds, Smart Tools: Exploring the Mediating Role of Digital Citizenship in the Relationship Between Environmental Education Awareness and Self-Efficacy" Sustainability 18, no. 4: 2150. https://doi.org/10.3390/su18042150
APA StyleNemt-allah, M. A., Mostafa, M. M., Helali, M. M., Aldawsari, H. K., Aboud, Y. Z., & Ibrahim, A. R. (2026). Green Minds, Smart Tools: Exploring the Mediating Role of Digital Citizenship in the Relationship Between Environmental Education Awareness and Self-Efficacy. Sustainability, 18(4), 2150. https://doi.org/10.3390/su18042150

