Understanding the Environmentally Sustainable Behavior of Chinese University Students as Tourists: An Integrative Framework
Abstract
:1. Introduction
2. Literature Review and Hypotheses
2.1. Environmental Awareness
2.2. Value-Belief-Norm (VBN) Theory
2.3. Environmentally Sustainable Behavior
2.4. Conceptual Model and Hypothesis Development
2.4.1. Relationship between Environmental Awareness and Values
2.4.2. Relationship between Values and the NEP
2.4.3. Relationship between the NEP and Awareness of Consequence
2.4.4. Relationship between Awareness of Consequence and Ascription of Responsibility
2.4.5. Relationship between Ascription of Responsibility and Personal Norms
2.4.6. Relationship between Personal Norms and Environmentally Sustainable Behavior
3. Materials and Methods
3.1. Participants
3.2. Measures
3.3. Data Analysis
4. Results
4.1. Measurement Model
4.2. Structural Model
4.3. Indirect-Impact Assessment
5. Discussion
5.1. Theoretical Implications
5.1.1. The Influence of Environmental Awareness on University Students’ Environmentally Sustainable Behavior
5.1.2. The Influence of VBN Factors on University Students’ Environmentally Sustainable Behavior
5.2. Practical Implications
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Characteristics | Category | Frequency | Percentage (%) |
---|---|---|---|
Gender | male students | 133 | 44.2 |
female students | 168 | 55.8 | |
Grade | freshmen | 66 | 21.9 |
sophomores | 45 | 15.0 | |
juniors | 123 | 40.9 | |
seniors | 54 | 17.9 | |
graduate students | 13 | 4.3 | |
Major | humanities | 162 | 53.8 |
science | 70 | 23.3 | |
engineering | 69 | 22.9 |
Construct | Items | Mean | S.D. | t-Value | S.F.L. | C.R. | AVE | Cronbach’s Alpha (α) |
---|---|---|---|---|---|---|---|---|
EA | EA1 | 4.33 | 0.58 | 0.764 | 0.755 | 0.507 | 0.751 | |
EA2 | 4.00 | 0.65 | 8.627 | 0.649 | ||||
EA3 | 4.53 | 0.59 | 8.765 | 0.719 | ||||
BV | BV1 | 4.56 | 0.55 | 0.632 | 0.801 | 0.576 | 0.795 | |
BV2 | 4.63 | 0.53 | 9.889 | 0.834 | ||||
BV3 | 4.62 | 0.55 | 10.003 | 0.796 | ||||
AV | AV1 | 4.41 | 0.58 | 0.628 | 0.753 | 0.505 | 0.750 | |
AV2 | 4.40 | 0.61 | 8.451 | 0.770 | ||||
AV3 | 4.28 | 0.62 | 8.562 | 0.727 | ||||
EV | EV1 | 3.07 | 0.88 | 0.891 | 0.836 | 0.633 | 0.832 | |
EV2 | 2.81 | 0.95 | 12.898 | 0.786 | ||||
EV3 | 3.53 | 0.83 | 11.875 | 0.697 | ||||
NEP | NEP1 | 4.60 | 0.56 | 0.602 | 0.777 | 0.541 | 0.771 | |
NEP2 | 4.41 | 0.62 | 9.111 | 0.745 | ||||
NEP3 | 4.48 | 0.62 | 8.760 | 0.841 | ||||
AC | AC1 | 4.16 | 0.62 | 0.676 | 0.780 | 0.545 | 0.773 | |
AC2 | 4.41 | 0.61 | 9.216 | 0.863 | ||||
AC3 | 4.46 | 0.61 | 9.464 | 0.659 | ||||
PN | PN1 | 4.13 | 0.70 | 0.748 | 0.764 | 0.520 | 0.760 | |
PN2 | 4.14 | 0.67 | 9.113 | 0.764 | ||||
PN3 | 4.17 | 0.72 | 8.934 | 0.645 | ||||
ESB | ESB1 | 4.17 | 0.68 | 0.727 | 0.798 | 0.569 | 0.797 | |
ESB2 | 4.15 | 0.67 | 10.524 | 0.805 | ||||
ESB3 | 4.35 | 0.67 | 10.453 | 0.728 |
AVE | ESB | PN | AC | NEP | EV | AV | BV | EA | |
---|---|---|---|---|---|---|---|---|---|
ESB | 0.569 | 0.754 | |||||||
PN | 0.520 | 0.714 | 0.721 | ||||||
AC | 0.545 | 0.490 | 0.563 | 0.738 | |||||
NEP | 0.541 | 0.501 | 0.547 | 0.709 | 0.736 | ||||
EV | 0.633 | 0.194 | 0.220 | 0.214 | 0.126 | 0.796 | |||
AV | 0.505 | 0.334 | 0.345 | 0.473 | 0.404 | 0.190 | 0.711 | ||
BV | 0.576 | 0.435 | 0.442 | 0.574 | 0.613 | 0.038 | 0.643 | 0.759 | |
EA | 0.507 | 0.282 | 0.326 | 0.569 | 0.410 | 0.256 | 0.533 | 0.625 | 0.712 |
Path | Unstandardized Coefficient (B) | Standardized Coefficient (β) | S.E. | t | Hypothesis |
---|---|---|---|---|---|
EA → BV | 0.629 | 0.676 *** | 0.082 | 7.699 | H1: Supported |
EA → AV | 0.565 | 0.611 *** | 0.084 | 6.754 | H2: Supported |
EA → EV | 0.463 | 0.233 *** | 0.138 | 3.345 | H3: Supported |
BV → NEP | 0.62 | 0.599 *** | 0.091 | 6.837 | H4: Supported |
AV → NEP | 0.118 | 0.114 | 0.074 | 1.600 | H5: Not supported |
EV → NEP | 0.051 | 0.104 | 0.028 | 1.783 | H6: Not supported |
NEP → AC | 0.81 | 0.799 *** | 0.098 | 8.240 | H7: Supported |
AC → PN | 0.84 | 0.635 *** | 0.113 | 7.454 | H9rev: Supported |
PN → ESB | 0.766 | 0.741 *** | 0.083 | 9.222 | H10: Supported |
Path | Unstandardized Coefficien (B) | Standardized Coefficient (β) | S.E. | t |
---|---|---|---|---|
EA → BV | 0.566 | 0.636 *** | 0.077 | 7.395 |
BV → NEP | 0.889 | 0.671 *** | 0.106 | 8.390 |
NEP → AC | 0.627 | 0.786 *** | 0.072 | 8.700 |
AC → PN | 0.740 | 0.632 *** | 0.106 | 6.974 |
PN → ESB | 0.762 | 0.741 *** | 0.096 | 7.931 |
Relationship | Direct Effect | 95% Confidence Interval | Significance (p < 0.05) | Indirect Effect | 95% Confidence Interval | Significance (p < 0.05) |
---|---|---|---|---|---|---|
EA→NEP | 0.113 | −0.217, 0.397 | No | 0.430 | 0.263, 0.716 | Yes |
BV→AC | 0.293 | 0.056, 0.555 | Yes | 0.327 | 0.188, 0.533 | Yes |
NEP→PN | 0.298 | 0.022, 0.576 | Yes | 0.169 | 0.054, 0.380 | Yes |
AC→ESB | 0.179 | −0.055, 0.431 | No | 0.255 | 0.069, 0.535 | Yes |
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Wang, Z.; Nie, L.; Jeronen, E.; Xu, L.; Chen, M. Understanding the Environmentally Sustainable Behavior of Chinese University Students as Tourists: An Integrative Framework. Int. J. Environ. Res. Public Health 2023, 20, 3317. https://doi.org/10.3390/ijerph20043317
Wang Z, Nie L, Jeronen E, Xu L, Chen M. Understanding the Environmentally Sustainable Behavior of Chinese University Students as Tourists: An Integrative Framework. International Journal of Environmental Research and Public Health. 2023; 20(4):3317. https://doi.org/10.3390/ijerph20043317
Chicago/Turabian StyleWang, Zhihui, Liangzhen Nie, Eila Jeronen, Lihua Xu, and Meiai Chen. 2023. "Understanding the Environmentally Sustainable Behavior of Chinese University Students as Tourists: An Integrative Framework" International Journal of Environmental Research and Public Health 20, no. 4: 3317. https://doi.org/10.3390/ijerph20043317
APA StyleWang, Z., Nie, L., Jeronen, E., Xu, L., & Chen, M. (2023). Understanding the Environmentally Sustainable Behavior of Chinese University Students as Tourists: An Integrative Framework. International Journal of Environmental Research and Public Health, 20(4), 3317. https://doi.org/10.3390/ijerph20043317