The Effects of Rural Tourism on Rural Collective Action: A Socio-Ecological Systems Perspective
Abstract
1. Introduction
2. Literature Review
2.1. Research on Collective Action
2.2. Research on Rural Tourism
2.3. Relationships Between Rural Tourism, Collective Action, and Rural Governance
3. Theoretical Analysis and Research Hypothesis
3.1. Theoretical Foundation
3.2. Research Hypothesis
3.2.1. The Impact of Rural Tourism and Rural Collective Action
3.2.2. The Mediating Effect of Return Migration in Rural Tourism on Collective Actions
3.2.3. The Moderating Effect of Leadership in Rural Tourism on Collective Action
4. Data Sources, Variable Selection, and Methods
4.1. Data Sources
4.2. Variable Selection
- (1)
- Dependent Variables
- (2)
- Core Independent Variables
- (3)
- Mediating Variables
- (4)
- Moderating Variables
- (5)
- Instrumental Variables
- (6)
- Control Variables
5. Empirical Results
5.1. Baseline Regression
5.2. Analysis of the Mediating Role of Return Migrants
5.3. Analysis of the Moderating Role of Leadership
5.4. Heterogeneity Analysis
6. Discussion
7. Conclusions, Implications, and Limitations
7.1. Conclusions
7.2. Theoretical Implications
7.3. Political Implications
7.4. Limitations
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Variable | Description and Definition | Mean | SD |
---|---|---|---|
Dependent Variables | |||
Rural Collective Action | Overall maintenance condition of the irrigation infrastructure (canals/digging wells) in the past three years: 1 = Very poor; 2 = Relatively poor; 3 = Average; 4 = Relatively good; 5 = Excellent | 3.783 | 0.892 |
Core Independent Variables | |||
Rural Tourism Development | Annual income of village tourism (ten thousand CNY) | 28.68 | 153.81 |
Mediating Variables | |||
Return Migrants | Whether the interviewee is a return migrant: Yes = 1; No = 0 | 0.169 | 0.375 |
Moderating Variables | |||
Leadership | Village leaders have effectively safeguarded the interests of the villagers: 1 = Completely disagree; 2 = Disagree; 3 = Average; 4 = Agree; 5 = Completely agree | 3.868 | 0.882 |
Instrumental Variable | |||
Tourism Development in Other Villages in the County | Annual tourism income of other villages in the county (excluding this village) (ten thousand CNY) | 0.594 | 0.181 |
Control Variables | |||
Natural Conditions | |||
Village Topography | Geographical location with plain of the village: Yes = 1; No = 0 | 0.291 | 0.454 |
Village Location | Distance between the village committee’s office and the county government’s location (KM) | 26.339 | 23.278 |
Village Water Resources | Abundance of natural conditions of water resources in this village: Very good = 1; Good = 2; Average = 3; Poor = 4; Very poor = 5 | 3.941 | 0.969 |
Economic and Social Attributes of Villages | |||
Level of Village Economic Development | The level of economic development of this village relative to the county/city: Upper level = 1; Upper-middle level = 2; Medium level = 3; Lower-middle level = 4; Lower level = 5 | 2.741 | 0.911 |
Village Category | Is the village located in the urban suburbs? Yes = 1; No = 0 | 0.373 | 0.484 |
Village Residential Concentration | Does the village have a centralized residential area? Yes = 1; No = 0 | 0.631 | 0.483 |
Multiple Administrative Roles of the Village Party Secretary | Does the village party secretary concurrently hold the position of village chief? Yes = 1; No = 0 | 0.908 | 0.300 |
Village Collective Economic Organization Situation | Has a collective economic organization been established? Yes = 1; No = 0 | 0.934 | 0.249 |
Village Hollowing Degree | (Village registered population—village permanent resident population)/village registered population | 0.404 | 0.219 |
Economic and Social Attributes of Households | |||
Age | Age of interviewee | 52.879 | 14.278 |
Gender | Gender of interviewee: Male = 1; Female = 0 | 0.645 | 0.479 |
Labor Force of Households | Family labor force population | 2.539 | 1.261 |
Institutional Rules | |||
Water Disputes | Water disputes rarely occur in our village: Strongly disagree = 1; Disagree = 2; Neutral = 3; Agree = 4; Strongly agree = 5 | 4.547 | 0.800 |
Establishment of Supervisory Committee | Has the village established a villager supervisory committee? Yes = 1; No = 0 | 0.957 | 0.203 |
Variable | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
Core Independent Variables | ||||
Rural Tourism Development | 0.051 *** | 0.018 * | 0.028 *** | 0.035 *** |
(0.010) | (0.010) | (0.010) | (0.010) | |
Natural Conditions | ||||
Village Topography | −0.241 *** | −0.192 *** | −0.211 *** | |
(0.042) | (0.041) | (0.040) | ||
Village Location | −0.005 *** | −0.007 *** | −0.006 *** | |
(0.001) | (0.001) | (0.001) | ||
Village Water Resources | 0.288 *** | 0.312 *** | 0.269 *** | |
(0.016) | (0.016) | (0.016) | ||
Economic and Social Attributes | ||||
Level of Village Economic Development | 0.100 *** | 0.092 *** | ||
(0.017) | (0.017) | |||
Village Category | −0.225 *** | −0.197 *** | ||
(0.032) | (0.031) | |||
Village Residential Concentration | −0.192 *** | −0.195 *** | ||
(0.033) | (0.032) | |||
Multiple Administrative Roles of the Village Party Secretary | −0.844 *** | −0.977 *** | ||
(0.075) | (0.074) | |||
Village Collective Economic Organization Situation | −0.481 *** | −0.572 *** | ||
(0.052) | (0.051) | |||
Village Hollowing Degree | 0.109 * | 0.066 | ||
(0.061) | (0.063) | |||
Age | 0.002 * | 0.002 ** | ||
(0.001) | (0.001) | |||
Gender | −0.021 | −0.022 | ||
(0.028) | (0.027) | |||
Labor Force of Households | 0.034 *** | 0.032 *** | ||
(0.011) | (0.011) | |||
InstitutionalRules | ||||
Water Disputes | 0.252 *** | |||
(0.019) | ||||
Establishment of Supervisory Committee | 0.126 * | |||
(0.076) | ||||
Constant | 3.391 *** | 2.297 *** | 2.724 *** | 1.818 *** |
(0.046) | (0.074) | (0.120) | (0.142) | |
Regional Dummy Variables | Control | Control | Control | Control |
Observations | 3282 | 3282 | 3282 | 3282 |
Adjusted R2 | 0.146 | 0.225 | 0.300 | 0.336 |
Variables | First Stage | Second Stage |
---|---|---|
Coefficient Standard Error | Coefficient Standard Error | |
Tourism Development in Other Villages in County | 0.948 *** 0.000 | |
Rural Tourism Development | 0.034 *** 0.013 | |
Control Variables | Control | Control |
Constant | 0.003 0.002 | 0.818 *** 0.117 |
Adjusted R2 | 0.335 |
Variable | Model 5 | Model 6 |
---|---|---|
Rural Collective Action | Rural Collective Action | |
Rural Tourism Development | 0.091 *** | 0.336 *** |
(0.016) | (0.035) | |
Constant | 1.649 *** | |
(0.141) | ||
Control Variables | Control | Control |
Regional Dummy Variables | Control | Control |
Observations | 3282 | 3282 |
Wald | 1390.38 | |
Adjusted R2 | 0.352 |
Variable | Return Migrants | Collective Action |
---|---|---|
Model 7 | Model 8 | |
Rural Tourism Development | 0.016 *** | 0.033 *** |
(0.005) | (0.010) | |
Return Migrants | 0.101 *** | |
(0.035) | ||
Control Variables | Controlled | Controlled |
Fixed Effects | Yes | Yes |
Province Constant | 0.314 *** | 1.786 *** |
(0.071) | (0.142) | |
Observations | 3282 | 3282 |
Adjusted R2 | 0.066 | 0.337 |
Variable | Model 9 |
---|---|
Collective Action | |
Rural Tourism Development | −0.053 |
(0.038) | |
Leadership | 0.047 *** |
(0.017) | |
Rural Tourism Development × Leadership | 0.021 ** |
(0.009) | |
Constant | 1.634 *** |
(0.155) | |
Control Variables | Control |
Regional Dummy Variables | Control |
Observations | 3282 |
Adjusted R2 | 0.340 |
Variable | Geographical Location of Villages | Level of Village Economic Development | |||
---|---|---|---|---|---|
Without Plains | With Plains | Low | Middle | High | |
Rural Tourism Development | 0.108 *** | −0.125 *** | 0.059 *** | 0.101 *** | −0.614 *** |
(0.012) | (0.026) | (0.015) | (0.014) | (0.031) | |
Constant | 2.251 *** | −1.692 *** | 1.898 *** | 1.569 *** | −4.385 *** |
(0.157) | (0.430) | (0.284) | (0.152) | (0.569) | |
Control Variables | Yes | Yes | Yes | Yes | Yes |
Regional Dummy Variables | Yes | Yes | Yes | Yes | Yes |
Observations | 2327 | 955 | 1245 | 1472 | 565 |
Adjusted R2 | 0.344 | 0.641 | 0.523 | 0.549 | 0.881 |
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Zhao, Y.; Liu, Z.; Wang, Y. The Effects of Rural Tourism on Rural Collective Action: A Socio-Ecological Systems Perspective. Systems 2025, 13, 566. https://doi.org/10.3390/systems13070566
Zhao Y, Liu Z, Wang Y. The Effects of Rural Tourism on Rural Collective Action: A Socio-Ecological Systems Perspective. Systems. 2025; 13(7):566. https://doi.org/10.3390/systems13070566
Chicago/Turabian StyleZhao, Yizheng, Zeqi Liu, and Yahua Wang. 2025. "The Effects of Rural Tourism on Rural Collective Action: A Socio-Ecological Systems Perspective" Systems 13, no. 7: 566. https://doi.org/10.3390/systems13070566
APA StyleZhao, Y., Liu, Z., & Wang, Y. (2025). The Effects of Rural Tourism on Rural Collective Action: A Socio-Ecological Systems Perspective. Systems, 13(7), 566. https://doi.org/10.3390/systems13070566