Tourist Crowding versus Service Quality: Impacting Mechanism of Tourist Satisfaction in World Natural Heritage Sites from the Mountain Sanqingshan National Park, China
Abstract
:1. Introduction
2. Theoretical Construction
2.1. Tourist Crowding
2.2. Service Quality
2.3. OUV Attractiveness
2.4. Tourist Satisfaction
2.5. Theoretical Model
3. Methodology
3.1. Research Cases
3.2. Measurement Instruments
3.3. Sampling and Data Collection
3.4. Data Analysis
4. Texting
4.1. Sample Profile
4.2. Data Quality Analysis
4.3. Descriptive Statistical Analysis
4.4. Confirmatory Factor Analysis
4.4.1. Measurement Models Testing
4.4.2. Mediating Impact Testing
4.4.3. Structural Models Testing
5. Discussion
5.1. Analysis
5.1.1. Tourist Crowding Impact
5.1.2. Service Quality Impact
5.1.3. OUV Attractiveness Impact
5.2. Implications
5.3. Prospect
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Constructs | Items | ||
---|---|---|---|
Tourist Crowding | Functional Crowding | FC1 | I feel very crowded on the plank road in the scenic spot. |
FC2 | I feel very crowded in the resting area of the scenic spot. | ||
FC3 | I feel very crowded in the public toilets in the scenic spot. | ||
FC4 | I feel very crowded in the dining area of the scenic spot. | ||
Personal Crowding | PC1 | The influx of tourists has had an impact on my use of public facilities for tourism. | |
PC2 | The influx of tourists has somewhat impeded my appreciation of the scenic beauty. | ||
PC3 | I feel uncomfortable when many tourists litter and pollute the environment. | ||
PC4 | I feel irritated because public order is disrupted by many tourists. | ||
Social Crowding | SC1 | I feel that the numerous tourists around me have ruined my mood when enjoying the beautiful scenery. | |
SC2 | I feel nervous when surrounded by many strangers. | ||
SC3 | I feel disturbed when I come into contact with many strangers. | ||
SC4 | I feel that too many tourists have damaged the quiet environment of this place. | ||
Service Quality | Tourist Interpretation | TI1 | The reflection of scenic spot signboards is scientific and simple to comprehend. |
TI2 | The quality of the explanations given by tour guides and interpreters is fine. | ||
TI3 | The instructions on the guide panorama and tour map are clear and straightforward. | ||
TI4 | The service quality provided by the tourist center is nice. | ||
Tourist Goods | TG1 | The distribution of tourist shopping spots is reasonable. | |
TG2 | The types of tourism commodities are abundant. | ||
TG3 | The price of tourist commodities is reasonable. | ||
Tourist Traffic | TT1 | The external transportation is relatively convenient. | |
TT2 | The arrangement of the tour route is reasonable. | ||
TT3 | The waiting time for taking the cableway is acceptable. | ||
TT4 | The safety performance of the walking trails and high-altitude plank roads is nice. | ||
Tourist Accommodation | TA1 | The hygiene condition of tourist accommodation is fine. | |
TA2 | The price of tourist accommodation is reasonable. | ||
TA3 | The environment of tourist accommodation is comfortable. | ||
Tourist Catering | TC1 | The tourist catering and food is very distinctive. | |
TC2 | The prices of food and beverages in tourist areas are reasonable. | ||
TC3 | The tourist dining environment is clean and sanitary. | ||
TC4 | The arrival of tourists at dining locations is convenient. | ||
OUV Attractiveness | OA1 | The allure of natural scenery is captivating. | |
OA2 | The extraordinary peaks and unique rocks are awe-inspiring. | ||
OA3 | The rapid and waterfall is astonishing. | ||
OA4 | The serene canyon and clouds is intoxicating. | ||
OA5 | The geomorphic landscape is unique. | ||
OA6 | The emergence of the “Giant Python” from the Mountain is awe-inspiring. | ||
Satisfaction | Sa1 | How satisfied are you with the general experience in the scenic spot? | |
Sa2 | How satisfied are you with the MSNP compared to your expectations before your visit? | ||
Sa3 | How satisfied are you with the MSNP compared to your ideal scenic spot? | ||
Sa4 | Would you be willing to visit the MSNP again for tourism? | ||
Sa5 | Would you be willing to recommend travel to the MSNP to others? |
Items | % | Items | % | ||
---|---|---|---|---|---|
Gender | Male | 43.8 | Income (CNY/month) | ≤1500 | 19.3 |
Female | 56.2 | 1501–3500 | 27.5 | ||
Age | ≤18 | 8.6 | 3501–5000 | 28.6 | |
19–30 | 50.8 | 5001–8000 | 13.5 | ||
31–40 | 25.8 | ≥8001 | 11.1 | ||
41–50 | 12.3 | Travel circumstance | Family and friends | 42.8 | |
≥51 | 2.5 | Travel in groups | 34.9 | ||
Occupation | Enterprise staff | 36.3 | Organizational tourism | 13.8 | |
Professional personnel | 21.9 | Travel alone | 8.5 | ||
Students | 20.5 | Travel frequency | Once | 83.5 | |
Workers and farmers | 10.2 | Twice | 9.8 | ||
Others | 11.1 | Three times or above | 6.7 | ||
Education | High school or below | 24.2 | Duration of stay | One day | 50.2 |
College graduate | 67.5 | Two days | 36.2 | ||
Postgraduate or above | 8.3 | Three days or above | 13.6 |
Constructs | Items | Mean | SD | Standardised Loading | Cronbach’s Alpha | AVE | CR |
---|---|---|---|---|---|---|---|
Tourist Crowding | FC | 3.489 | 1.384 | 0.811 | 0.929 | 0.656 | 0.851 |
PC | 3.404 | 1.405 | 0.866 | ||||
SC | 3.239 | 1.635 | 0.748 | ||||
Service Quality | TI | 3.249 | 1.260 | 0.791 | 0.928 | 0.641 | 0.899 |
TG | 3.444 | 1.113 | 0.800 | ||||
TT | 3.816 | 0.951 | 0.846 | ||||
TA | 3.799 | 1.029 | 0.783 | ||||
TC | 3.560 | 1.198 | 0.782 | ||||
OUV Attractiveness | OA1 | 4.195 | 0.978 | 0.801 | 0.895 | 0.593 | 0.897 |
OA2 | 4.141 | 0.979 | 0.825 | ||||
OA3 | 3.653 | 1.164 | 0.651 | ||||
OA4 | 4.079 | 1.042 | 0.806 | ||||
OA5 | 4.188 | 0.944 | 0.789 | ||||
OA6 | 4.073 | 1.056 | 0.736 | ||||
Satisfaction | Sa 1 | 3.869 | 0.723 | 0.726 | 0.882 | 0.605 | 0.884 |
Sa 2 | 3.794 | 0.830 | 0.832 | ||||
Sa 3 | 3.817 | 0.829 | 0.845 | ||||
Sa 4 | 3.890 | 0.853 | 0.719 | ||||
Sa 5 | 4.109 | 0.764 | 0.759 |
Variable | Tourist Crowding | Service Quality | OUV Attractiveness | Satisfaction |
---|---|---|---|---|
Tourist crowding | 0.810 | |||
Service quality | 0.245 | 0.801 | ||
OUV attractiveness | 0.023 | 0.367 | 0.770 | |
Satisfaction | 0.033 | 0.582 | 0.570 | 0.778 |
Model-Fit Index | Absolute Fit | Comparative Fit | Parsimony Fit | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Χ2/df | GFI | RMSEA | IFI | TLI | CFI | NFI | PGFI | PNFI | PCFI | |
Threshold value | 2~5 | >0.90 | <0.08 | >0.90 | >0.90 | >0.90 | >0.90 | >0.50 | >0.50 | >0.50 |
Theoretical model | 2.40 | 0.851 | 0.051 | 0.926 | 0.920 | 0.925 | 0.879 | 0.756 | 0.820 | 0.863 |
structural model | 1.93 | 0.880 | 0.042 | 0.951 | 0.947 | 0.951 | 0.903 | 0.775 | 0.835 | 0.879 |
Variables | Point Estimate | Product of Coefficients | Bootstrapping | Mackinnon’s PRODCLIN2 95% CI | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Bias-Corrected 95% CI | Percentile 95% CI | ||||||||||
S.E. | Z | Lower | Upper | Two-Tailed Significance | Lower | Upper | Two-Tailed Significance | Lower | Upper | ||
Total effect | |||||||||||
Tourist Crowding | −0.085 | 0.039 | −2.179 | −0.175 | −0.019 | 0.014 | −0.169 | −0.016 | 0.020 | ||
Service Quality | 0.405 | 0.048 | 8.438 | 0.320 | 0.507 | 0.001 | 0.317 | 0.505 | 0.001 | ||
Direct effect | |||||||||||
Tourist Crowding | −0.071 | 0.037 | −1.919 | −0.149 | −0.004 | 0.036 | −0.145 | −0.001 | 0.045 | ||
Service Quality | 0.293 | 0.045 | 6.511 | 0.217 | 0.391 | 0.001 | 0.212 | 0.385 | 0.001 | ||
Indirect effect | |||||||||||
Tourist Crowding | −0.015 | 0.020 | −0.750 | −0.056 | 0.023 | 0.475 | −0.056 | 0.023 | 0.492 | −0.051 | 0.019 |
Service Quality | 0.113 | 0.023 | 4.913 | 0.073 | 0.165 | 0.001 | 0.071 | 0.164 | 0.001 | 0.068 | 0.169 |
Hypotheses | SRW | C.R. | Results |
---|---|---|---|
H1 Tourist crowding to OUV attractiveness | −0.042 | −0.840 | Rejected |
H2 Tourist crowding to tourist satisfaction | −0.089 | −2.105 | supported |
H3 Tourist crowding to tourist satisfaction via OUV attractiveness | The mediating effect does not exist. | Rejected | |
H4 Service Quality to OUV attractiveness | 0.372 | 6.850 | supported |
H5 Service Quality to tourist satisfaction | 0.423 | 8.204 | supported |
H6 Service Quality to tourist satisfaction via OUV attractiveness | The incomplete mediating effect exists. | supported | |
H7 OUV attractiveness to tourist satisfaction | 0.438 | 8.821 | supported |
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Nian, S.; Chen, M.; Yan, J.; Du, Y.; Su, X. Tourist Crowding versus Service Quality: Impacting Mechanism of Tourist Satisfaction in World Natural Heritage Sites from the Mountain Sanqingshan National Park, China. Sustainability 2024, 16, 8268. https://doi.org/10.3390/su16188268
Nian S, Chen M, Yan J, Du Y, Su X. Tourist Crowding versus Service Quality: Impacting Mechanism of Tourist Satisfaction in World Natural Heritage Sites from the Mountain Sanqingshan National Park, China. Sustainability. 2024; 16(18):8268. https://doi.org/10.3390/su16188268
Chicago/Turabian StyleNian, Sifeng, Min Chen, Jia Yan, Yongcun Du, and Xiaojie Su. 2024. "Tourist Crowding versus Service Quality: Impacting Mechanism of Tourist Satisfaction in World Natural Heritage Sites from the Mountain Sanqingshan National Park, China" Sustainability 16, no. 18: 8268. https://doi.org/10.3390/su16188268