Harnessing Environmental Triggers to Shape Sports Tourists’ Sustainable Behavior: Evidence from Gilgit-Baltistan
Abstract
:1. Introduction
2. Theoretical Background
2.1. Environmental Consciousness
2.2. Environmental Values
2.3. Environmental Knowledge
2.4. Tourists’ Environmentally Sustainable Behavior
2.5. Norm Activation Model
3. Hypotheses Formulation
3.1. Environmental Consciousness and Sustainable Practices
3.2. Environmental Values and Attitudes Toward Sustainable Practices
3.3. Environmental Knowledge and Sustainable Practices
3.4. Sustainable Practices and Sports Tourists’ Sustainable Behavior
3.5. The Mediating Role of Sustainable Practices
4. Methods
4.1. Sampling and Data Collection
4.2. Survey Development
4.3. Construct Measurement
4.4. Respondents’ Demographic Details
5. Data Analysis
5.1. Analysis of the Measurement Model
5.2. Analysis of the Structural Model
5.2.1. Hypothesis Testing
5.2.2. Direct Relationships
5.2.3. Mediation Relationships
6. Discussion and Implications
6.1. Theoretical Implications
6.2. Practical 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 | Frequency | % |
---|---|---|
Total number of respondents | 302 | 100 |
Gender | ||
Male | 193 | 63.9 |
Female | 109 | 36.1 |
Age group | ||
18 to 28 | 107 | 35.5 |
29 to 38 | 119 | 39.4 |
39 to 48 | 65 | 21.5 |
Above 48 | 11 | 3.6 |
Educational level | ||
High school graduate or below | 14 | 4.6 |
Technical/vocational school graduate | 33 | 10.9 |
Bachelor’s degree | 179 | 59.2 |
Master’s degree or higher | 76 | 25.1 |
Monthly household income | ||
Less than USD 70.97 | 19 | 6.2 |
USD 70.97–106.45 | 123 | 40.7 |
USD 106.45–141.93 | 63 | 20.8 |
USD 141.93–177.41 | 25 | 8.2 |
Above USD 177.41 | 72 | 23.8 |
Occupation | ||
Student | 90 | 29.8 |
Government employee | 78 | 25.8 |
Private employee | 61 | 20.2 |
Entrepreneur | 73 | 24.2 |
Constructs | FL | VIF | Alpha | CR | AVE |
---|---|---|---|---|---|
ASTP | 0.72 | 0.84 | 0.64 | ||
ATSP1 | 0.83 | 2.17 | |||
ATSP2 | 0.85 | 2.23 | |||
ATSP3 | 0.71 | 1.14 | |||
ENCN | 0.81 | 0.88 | 0.72 | ||
ENCN1 | 0.86 | 2.70 | |||
ENCN2 | 0.82 | 2.42 | |||
ENCN3 | 0.86 | 1.46 | |||
ENKL | 0.89 | 0.93 | 0.82 | ||
ENKL1 | 0.88 | 2.15 | |||
ENKL2 | 0.92 | 3.38 | |||
ENKL3 | 0.92 | 3.27 | |||
ENVS | 0.84 | 0.90 | 0.76 | ||
ENVS1 | 0.87 | 2.23 | |||
ENVS2 | 0.86 | 2.14 | |||
ENVS3 | 0.88 | 1.81 | |||
TEFB | 0.70 | 0.81 | 0.52 | ||
TEFB1 | 0.70 | 1.29 | |||
TEFB2 | 0.74 | 1.32 | |||
TEFB3 | 0.72 | 1.29 | |||
TEFB4 | 0.71 | 1.30 |
Heterotrait–Monotrait (HTMT) Ratio | Fornell and Larcker Method | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Variables | ATSP | ENCN | ENKL | ENVS | TEFB | Variables | ATSP | ENCN | ENKL | ENVS | TEFB |
ATSP | ATSP | 0.804 | |||||||||
ENCN | 0.676 | ENCN | 0.558 | 0.850 | |||||||
ENKL | 0.684 | 0.741 | ENKL | 0.554 | 0.672 | 0.909 | |||||
ENVS | 0.672 | 0.847 | 0.737 | ENVS | 0.537 | 0.730 | 0.655 | 0.872 | |||
TEFB | 0.834 | 0.773 | 0.808 | 0.738 | TEFB | 0.595 | 0.615 | 0.634 | 0.580 | 0.721 |
Variables | R2 | Q2 | Model Fit | Variables | f2 | |
---|---|---|---|---|---|---|
ATSP | 0.381 | 0.367 | SRMR | 0.910 | ATSP -> TEFB | 0.54 |
TEFB | 0.356 | 0.365 | NFI | 0.748 | ENCN -> ATSP | 0.38 |
GOF | 0.495 | ENKL -> ATSP | 0.59 | |||
ENVS -> ATSP | 0.22 |
Hypotheses | Beta | T Values | p Values | Decision |
---|---|---|---|---|
Direct Relationships | ||||
H1 ENCN -> ATSP | 0.241 | 3.923 | 0.302 | Not Supported |
H2 ENVS -> ATSP | 0.182 | 2.747 | 0.006 | Supported |
H3 ENKL -> ATSP | 0.273 | 3.885 | 0.000 | Supported |
H4 ATSP -> TEFB | 0.595 | 12.71 | 0.000 | Supported |
Indirect Relationships | ||||
H5a ENCN -> ATSP -> TEFB | 0.144 | 3.613 | 0.000 | Supported |
H5b ENVS -> ATSP -> TEFB | 0.108 | 2.692 | 0.007 | Supported |
H5c ENKL -> ATSP -> TEFB | 0.162 | 3.483 | 0.001 | Supported |
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Ying, W.; Bostani, A.; Murtaza, S.H.; Ali, A. Harnessing Environmental Triggers to Shape Sports Tourists’ Sustainable Behavior: Evidence from Gilgit-Baltistan. Sustainability 2025, 17, 4291. https://doi.org/10.3390/su17104291
Ying W, Bostani A, Murtaza SH, Ali A. Harnessing Environmental Triggers to Shape Sports Tourists’ Sustainable Behavior: Evidence from Gilgit-Baltistan. Sustainability. 2025; 17(10):4291. https://doi.org/10.3390/su17104291
Chicago/Turabian StyleYing, Wang, Ahmed Bostani, Syed Hussain Murtaza, and Anwar Ali. 2025. "Harnessing Environmental Triggers to Shape Sports Tourists’ Sustainable Behavior: Evidence from Gilgit-Baltistan" Sustainability 17, no. 10: 4291. https://doi.org/10.3390/su17104291
APA StyleYing, W., Bostani, A., Murtaza, S. H., & Ali, A. (2025). Harnessing Environmental Triggers to Shape Sports Tourists’ Sustainable Behavior: Evidence from Gilgit-Baltistan. Sustainability, 17(10), 4291. https://doi.org/10.3390/su17104291