How Does Rural Tourscape Influence Tourists’ Environmentally Responsible Behavior? The Mediating Role of Nature Relatedness and Place Attachment
Abstract
1. Introduction
2. Literature Review and Hypothesis Development
2.1. S-O-R Theory
2.2. Tourists’ ERB
2.3. Rural Tourscape and Tourists’ ERB
2.4. The Mediating Role of Nature Relatedness
2.5. The Mediating Role of Place Attachment
3. Measurement and Data Collection
3.1. Variables Measurement
3.2. Study Area
3.3. Data Collection and Sample Characteristics
4. Results
4.1. Common Method Bias and Normality Distribution Test
4.2. Reliability and Validity Analysis
4.3. Model Fitting Indicators
4.4. Path Analysis
4.5. Mediating Effect Test
5. Discussion
5.1. The Differentiated Effects of RTS Dimensions on Tourists’ ERB
5.2. Influence of RTS Dimensions on NR and PA
5.3. NR as a Predictor of PA and Tourists’ ERB
5.4. Mediating Role of NR and PA in the RTS–ERB Relationship
5.5. Serial Mediation of NR and PA in the RTS–ERB Relationship
6. Conclusions and Limitations
6.1. Conclusions
6.2. Theoretical Contributions
6.3. Limitations and Future Research
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Measurement Items
- Rural Tourscape
- Nature Dimension (ND)
- ND 1. The rural scenery of Huangling is absolutely enchanting.
- ND 2. The natural elements of Huangling serve multiple functions.
- ND 3. Its natural and cultural landscapes exist in perfect harmony.
- ND 4. Here, I feel distanced from the trivialities of daily life, allowing me to relax both physically and mentally while pondering matters that truly capture my interest.
- ND 5. The tourism experience in Huangling resonates well with my personality.
- Ambience Dimension (AD)
- AD1.Huangling boasts a strongly leisure-filled atmosphere.
- AD2.The ambiance in Huangling is exceptionally joyful.
- AD3.Huangling offers a highly interactive environment.
- AD4.The pace of life in Huangling is remarkably leisurely.
- Hospitality Dimension (HD)
- HD1.The service staff in Huangling are genuinely warm and hospitable.
- HD2.The service personnel in Huangling are attentive and considerate.
- HD3.The staff members in Huangling are friendly and approachable.
- HD4.The services provided in Huangling are rich in authentic local characteristics.
- Farming activities (FA)
- FA1.Huangling offers hands-on experiences in processing agricultural by-products and creating local handicrafts.
- FA2.It provides rural leisure activities such as fishing and insect-catching.
- FA3.Visitors can participate in productive labor experiences like planting and harvesting.
- FA4.Huangling organizes activities featuring authentic local cuisine tasting.
- Agricultural Products (AP)
- AP1.The village has numerous specialty shops selling local products.
- AP2.Huangling’s specialty goods possess distinct regional characteristics.
- AP3.The local handicrafts showcase strong rustic features with profound local cultural elements.
- Nature Relatedness (NR)
- NR1. My ideal travel destinations are places far from modern urban areas.
- NR2. I always consider the environmental impact of my actions.
- NR3. My connection with the natural environment is an integral part of my spiritual life.
- NR4. Wherever I am, I make a point of noticing and observing wildlife.
- NR5. My bond with nature is a fundamental part of who I am.
- NR6. I feel a profound connection with all living beings on Earth.
- Place Attachment (PA)
- PA1. Compared to other destinations, I prefer Huangling.
- PA2. This place fulfills my travel needs better than other locations.
- PA3. Huangling provides me with a sense of satisfaction that other rural tourism destinations cannot match.
- PA4. To me, the travel experience in Huangling is truly unique.
- PA5. I feel a strong sense of identity with the Huangling region.
- PA6. I like Huangling so much that I wish to extend my stay here.
- Tourists’ Environmental Responsible Behavior (TERB)
- TERB1. I made sure to properly dispose of all waste during my travels in Huangling.
- TERB2. I actively encouraged my fellow travelers to adopt environmentally friendly practices that benefit Huangling’s ecosystem.
- TERB3. I consider it my personal responsibility to contribute to the protection of Huangling’s natural environment.
Appendix B
| Variable | Option | Frequency | Percentage (%) |
|---|---|---|---|
| Gender | Male | 180 | 45.2 |
| Female | 218 | 54.8 | |
| Age | 18–25 | 111 | 27.9 |
| 26–35 | 135 | 33.9 | |
| 36–45 | 89 | 22.4 | |
| 46–55 | 37 | 9.3 | |
| 56–65 | 18 | 4.5 | |
| 66 and above | 8 | 2.0 | |
| Education | Middle school or below | 14 | 3.5 |
| High school | 40 | 10.1 | |
| Vocational college | 131 | 32.9 | |
| Bachelor’s degree | 179 | 45.0 | |
| Master’s degree or above | 34 | 8.5 | |
| Occupation | Government/institution staff | 76 | 19.1 |
| Employee | 134 | 33.7 | |
| Self-employed | 45 | 11.3 | |
| Farmer | 6 | 1.5 | |
| Freelancer | 62 | 15.6 | |
| Student | 56 | 14.1 | |
| Retiree | 8 | 2.0 | |
| Others | 11 | 2.8 | |
| Income (in RMB) | Below 2500 | 69 | 17.3 |
| 2500–5000 | 51 | 12.8 | |
| 5001–7500 | 131 | 32.9 | |
| 7501–10,000 | 96 | 24.1 | |
| Above 10,000 | 51 | 12.8 |
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| Variable | Item | Standardized Loading | CR | AVE | Variable | Item | Standardized Loading | CR | AVE |
|---|---|---|---|---|---|---|---|---|---|
| Nature Dimension | ND1 | 0.754 | 0.894 | 0.628 | Nature Relatedness | NR1 | 0.782 | 0.905 | 0.614 |
| ND2 | 0.817 | NR2 | 0.760 | ||||||
| ND3 | 0.779 | NR3 | 0.759 | ||||||
| ND4 | 0.777 | NR4 | 0.824 | ||||||
| ND5 | 0.833 | NR5 | 0.781 | ||||||
| Ambience Dimension | AD1 | 0.787 | 0.880 | 0.647 | NR6 | 0.794 | |||
| AD2 | 0.817 | Place Attachment | PA1 | 0.825 | 0.918 | 0.651 | |||
| AD3 | 0.805 | PA2 | 0.784 | ||||||
| AD4 | 0.809 | PA3 | 0.814 | ||||||
| Hospitality Dimension | HD1 | 0.758 | 0.875 | 0.636 | PA4 | 0.819 | |||
| HD2 | 0.836 | PA5 | 0.802 | ||||||
| HD3 | 0.790 | PA6 | 0.797 | ||||||
| HD4 | 0.805 | Tourists’ ERB | TERB1 | 0.819 | 0.865 | 0.681 | |||
| Farming Activities | FA1 | 0.826 | 0.888 | 0.665 | TERB2 | 0.830 | |||
| FA2 | 0.801 | TERB3 | 0.827 | ||||||
| FA3 | 0.816 | ||||||||
| FA4 | 0.819 | ||||||||
| Agricultural Products | AP1 | 0.843 | 0.846 | 0.648 | |||||
| AP2 | 0.807 | ||||||||
| AP3 | 0.763 |
| Variable | ND | AD | HD | FA | AP | NR | PA | TERB |
|---|---|---|---|---|---|---|---|---|
| ND | 0.793 | 0.562 | 0.520 | 0.534 | 0.425 | 0.553 | 0.607 | 0.462 |
| AD | 0.557 | 0.805 | 0.517 | 0.568 | 0.501 | 0.541 | 0.599 | 0.561 |
| HD | 0.524 | 0.515 | 0.798 | 0.525 | 0.438 | 0.455 | 0.541 | 0.493 |
| FA | 0.526 | 0.568 | 0.522 | 0.816 | 0.590 | 0.567 | 0.608 | 0.537 |
| AP | 0.422 | 0.498 | 0.439 | 0.587 | 0.805 | 0.483 | 0.527 | 0.617 |
| NR | 0.553 | 0.542 | 0.457 | 0.567 | 0.478 | 0.784 | 0.605 | 0.594 |
| PA | 0.604 | 0.596 | 0.540 | 0.610 | 0.527 | 0.604 | 0.807 | 0.614 |
| TERB | 0.465 | 0.560 | 0.491 | 0.538 | 0.617 | 0.593 | 0.615 | 0.825 |
| Hyp. | Path | S.E. | C.R. | β | p | Supported |
|---|---|---|---|---|---|---|
| H1a | ND → TERB | 0.073 | −0.630 | −0.039 | 0.529 | No |
| H1b | AD → TERB | 0.069 | 2.083 | 0.134 | 0.037 * | Yes |
| H1c | HD → TERB | 0.068 | 1.550 | 0.091 | 0.121 | No |
| H1d | FA → TERB | 0.070 | −0.066 | −0.004 | 0.948 | No |
| H1e | AP → TERB | 0.064 | 4.958 | 0.309 | *** | Yes |
| H2a | ND → NR | 0.066 | 3.984 | 0.248 | *** | Yes |
| H2b | AD → NR | 0.062 | 2.820 | 0.182 | 0.005 ** | Yes |
| H2c | HD → NR | 0.062 | 0.995 | 0.059 | 0.320 | No |
| H2d | FA → NR | 0.064 | 3.392 | 0.231 | *** | Yes |
| H2e | AP → NR | 0.057 | 1.965 | 0.121 | 0.049 * | Yes |
| H3 | NR → TERB | 0.069 | 3.655 | 0.228 | *** | Yes |
| H5a | ND → PA | 0.064 | 3.583 | 0.205 | *** | Yes |
| H5b | AD → PA | 0.060 | 2.713 | 0.159 | 0.007 ** | Yes |
| H5c | HD → PA | 0.060 | 2.265 | 0.122 | 0.024 * | Yes |
| H5d | FA → PA | 0.062 | 2.708 | 0.168 | 0.007 ** | Yes |
| H5e | AP → PA | 0.054 | 2.041 | 0.114 | 0.041 * | Yes |
| H6 | PA → TERB | 0.072 | 3.087 | 0.213 | 0.002 ** | Yes |
| H8 | NR → PA | 0.060 | 3.533 | 0.199 | *** | Yes |
| Hyp. | Path | β | S.E. | p | Lower | Upper | Supported |
|---|---|---|---|---|---|---|---|
| H4a | ND → NR → TERB | 0.056 | 0.022 | 0.001 ** | 0.021 | 0.110 | Yes |
| H4b | AD → NR → TERB | 0.041 | 0.021 | 0.008 ** | 0.010 | 0.094 | Yes |
| H4c | HD → NR → TERB | 0.014 | 0.016 | 0.288 | −0.014 | 0.048 | No |
| H4d | FA → NR → TERB | 0.053 | 0.024 | 0.001 ** | 0.016 | 0.114 | Yes |
| H4e | AP → NR → TERB | 0.028 | 0.017 | 0.046 * | 0.001 | 0.070 | Yes |
| H7a | ND → PA → TERB | 0.044 | 0.020 | 0.005 ** | 0.012 | 0.095 | Yes |
| H7b | AD → PA → TERB | 0.034 | 0.020 | 0.012 * | 0.006 | 0.090 | Yes |
| H7c | HD → PA → TERB | 0.026 | 0.018 | 0.027 * | 0.002 | 0.076 | Yes |
| H7d | FA → PA → TERB | 0.036 | 0.020 | 0.010 * | 0.007 | 0.089 | Yes |
| H7e | AP → PA → TERB | 0.024 | 0.016 | 0.041 * | 0.001 | 0.065 | Yes |
| H9a | ND → NR → PA → TERB | 0.010 | 0.007 | 0.005 ** | 0.002 | 0.032 | Yes |
| H9b | AD → NR → PA → TERB | 0.008 | 0.006 | 0.008 ** | 0.001 | 0.026 | Yes |
| H9c | HD → NR → PA → TERB | 0.003 | 0.003 | 0.173 | −0.002 | 0.013 | No |
| H9d | FA → NR → PA → TERB | 0.010 | 0.006 | 0.005 ** | 0.002 | 0.030 | Yes |
| H9e | AP → NR → PA → TERB | 0.005 | 0.004 | 0.028 * | 0.000 | 0.018 | Yes |
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Cai, K.; Cheng, Y.; Fountain, J.; Guo, L.; Fu, B.; Ni, H. How Does Rural Tourscape Influence Tourists’ Environmentally Responsible Behavior? The Mediating Role of Nature Relatedness and Place Attachment. Agriculture 2026, 16, 639. https://doi.org/10.3390/agriculture16060639
Cai K, Cheng Y, Fountain J, Guo L, Fu B, Ni H. How Does Rural Tourscape Influence Tourists’ Environmentally Responsible Behavior? The Mediating Role of Nature Relatedness and Place Attachment. Agriculture. 2026; 16(6):639. https://doi.org/10.3390/agriculture16060639
Chicago/Turabian StyleCai, Kexin, Yuqin Cheng, Joanna Fountain, Ling Guo, Biyang Fu, and Hanyue Ni. 2026. "How Does Rural Tourscape Influence Tourists’ Environmentally Responsible Behavior? The Mediating Role of Nature Relatedness and Place Attachment" Agriculture 16, no. 6: 639. https://doi.org/10.3390/agriculture16060639
APA StyleCai, K., Cheng, Y., Fountain, J., Guo, L., Fu, B., & Ni, H. (2026). How Does Rural Tourscape Influence Tourists’ Environmentally Responsible Behavior? The Mediating Role of Nature Relatedness and Place Attachment. Agriculture, 16(6), 639. https://doi.org/10.3390/agriculture16060639

