The Effects of Social and Spatial Presence on Learning Engagement in Sustainable E-Learning
Abstract
:1. Introduction
2. Literature Review
2.1. Learning Engagement
2.2. Social Presence
2.3. Spatial Presence
2.4. Perceived Enjoyment
3. Methods
3.1. Participants
3.2. Instruments
3.3. Data Analysis
4. Results
4.1. Descriptive Analysis
4.2. Measurement Model
4.3. Structural Model Assessment and Hypothesis Testing
5. Discussion
6. Conclusions
6.1. Contributions
6.2. Implications
6.3. Limitations and Future Research Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variables | Items |
---|---|
Social presence | 1. I feel comfortable communicating via the platform. |
2. I feel comfortable participating in course discussions of e-learning. | |
3. I feel comfortable interacting with other participants in the course of e-learning. | |
4. I feel that my point of view was acknowledged by other participants in the course of e-learning. | |
5. I am able to form distinct individual impressions of some course participants in e-learning. | |
Spatial presence | 1. I forget about my immediate surroundings when I use e-learning. |
2. Using e-learning makes me forget where I am. | |
3. After using e-learning, I feel like I come back to the ‘real world’ after a journey. | |
4. When I use e-learning, I feel I am in a world created by technology. | |
5. When I use e-learning, the world generated by technology is more real for me than the ‘real world’. | |
Perceived enjoyment | 1. Using e-learning is pleasurable. |
2. Using e-learning is exciting. | |
3. Using e-learning is interesting. | |
Learning engagement | Vigor 1: During my study in e-learning, I feel bursting with energy. |
Vigor 2: When I get up in the morning, I feel like going to study in e-learning. | |
Vigor 3: At my study in e-learning, I feel strong and vigorous. | |
Dedication 1: I am enthusiastic about my study in e-learning. | |
Dedication 2: My study in e-learning inspires me. | |
Dedication 3: I pride myself on my study in e-learning. | |
Absorption 1: I feel happy when I am studying in e-learning intensely. | |
Absorption 2: I am immersed in my e-learning study. | |
Absorption 3: I get carried away when I am studying in e-learning. |
Variables | (1) | (2) | (3) | (4) | (4a) | (4b) | (4c) |
---|---|---|---|---|---|---|---|
(1) Social Presence | 1 | ||||||
(2) Spatial Presence | 0.641 *** | 1 | |||||
(3) Perceived Enjoyment | 0.659 *** | 0.638 *** | 1 | ||||
(4) Learning Engagement | 0.741 *** | 0.721 *** | 0.727 *** | 1 | |||
(4a) Vigor | 0.687 *** | 0.606 *** | 0.633 *** | - | 1 | ||
(4b) Dedication | 0.634 *** | 0.601 *** | 0.644 *** | - | 0.667 *** | 1 | |
(4c) Absorption | 0.671 *** | 0.720 *** | 0.672 *** | - | 0.696 *** | 0.729 *** | 1 |
Mean | 3.640 | 3.492 | 3.749 | 3.576 | 3.344 | 3.698 | 3.609 |
Standard Deviation | 0.710 | 0.771 | 0.837 | 0.770 | 0.992 | 0.806 | 0.827 |
Variables | Factor Loading | Cronbach’α | CR | AVE |
---|---|---|---|---|
The first-order reflective construct | ||||
Perceived Enjoyment1 | 0.836 | 0.755 | 0.859 | 0.671 |
Perceived Enjoyment2 | 0.847 | |||
Perceived Enjoyment3 | 0.771 | |||
Social Presence1 | 0.759 | 0.723 | 0.828 | 0.547 |
Social Presence2 | 0.790 | |||
Social Presence3 | 0.722 | |||
Social Presence4 | 0.683 | |||
Spatial Presence1 | 0.767 | 0.699 | 0.815 | 0.525 |
Spatial Presence2 | 0.696 | |||
Spatial Presence3 | 0.710 | |||
Spatial Presence4 | 0.723 | |||
Learning engagement: The second-order reflective construct | ||||
Vigor | 0.907 | 0.874 | 0.922 | 0.798 |
Dedication | 0.893 | |||
Absorption | 0.880 |
Variables | (1) | (2) | (3) | (4) |
---|---|---|---|---|
(1) Learning Engagement | 0.899 | 0.879 | 0.874 | 0.825 |
(2) Perceived Enjoyment | 0.731 | 0.831 | 0.828 | 0.848 |
(3) Social Presence | 0.713 | 0.635 | 0.756 | 0.765 |
(4) Spatial Presence | 0.657 | 0.633 | 0.566 | 0.731 |
Hypotheses | Total Effects | Direct Effects | Indirect Effects |
---|---|---|---|
Perceived Enjoyment → Learning Engagement | 0.391 *** | 0.391 *** | - |
Social Presence → Learning Engagement | 0.458 *** | 0.307 *** | 0.151 *** |
Social Presence → Perceived Enjoyment | 0.386 *** | 0.386 *** | - |
Spatial Presence → Learning Engagement | 0.384 *** | 0.227 *** | 0.157 *** |
Spatial Presence → Perceived Enjoyment | 0.401 *** | 0.401 *** | - |
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Luo, Y.; Sun, L. The Effects of Social and Spatial Presence on Learning Engagement in Sustainable E-Learning. Sustainability 2025, 17, 4082. https://doi.org/10.3390/su17094082
Luo Y, Sun L. The Effects of Social and Spatial Presence on Learning Engagement in Sustainable E-Learning. Sustainability. 2025; 17(9):4082. https://doi.org/10.3390/su17094082
Chicago/Turabian StyleLuo, Yan, and Lin Sun. 2025. "The Effects of Social and Spatial Presence on Learning Engagement in Sustainable E-Learning" Sustainability 17, no. 9: 4082. https://doi.org/10.3390/su17094082
APA StyleLuo, Y., & Sun, L. (2025). The Effects of Social and Spatial Presence on Learning Engagement in Sustainable E-Learning. Sustainability, 17(9), 4082. https://doi.org/10.3390/su17094082