Back to the Countryside: Rural Development and the Spatial Patterns of Population Migration in Zhejiang, China
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data Collection
2.2. Case Study Area
2.3. Models and Variable Descriptions
3. Results
3.1. Characteristics of Rural Development
3.2. Characteristics of Population Migration in Rural Areas
3.3. Influencing Factors of Rural Development on Rural Out-Migration
3.4. Influencing Factors of Rural Development on Rural In-Migration
3.5. Influencing Factors of Rural Development on Rural Return-Migration
4. Discussion
4.1. Economic Factors
4.2. Resource Base
4.3. Land Circulation
4.4. Rural Development Policies
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable Category | Variable Name | Variable Coding |
---|---|---|
Basic rural attributes | ||
Village type | ||
Eco-tourism villages | Dummy coding | |
Large-scale industrial villages | Dummy coding | |
Small-scale industrial village | Dummy coding | |
Major stage of rural development | New Rural Construction and Beautiful Rural Construction | Dummy coding |
Rural Revitalization | Dummy coding | |
Urban–Rural Integration | Dummy coding | |
Degree of rural development | ||
Rural economic development | Overall transformation and development degree of rural economy | Continuous variables |
Development status of agriculture | Continuous variables | |
Development status of industry | Continuous variables | |
Development status of service industry | Continuous variables | |
Rural social development | Overall development degree of rural society | Continuous variables |
Infrastructure conditions | Continuous variables | |
Public service level | Continuous variables | |
Education level | Continuous variables | |
Medical treatment level | Continuous variables | |
Social security level | Continuous variables | |
Environmental management level | Continuous variables | |
Rural spatial development | Overall transformation and development degree of rural space | Continuous variables |
Reasonable spatial distribution degree of villages | Continuous variables | |
Degree of agricultural land mechanization | Continuous variables | |
Ecological conditions | Continuous variables | |
Factors of population migration | ||
Rural out-migration | Continuous variables | |
Rural in-migration | Continuous variables | |
Rural return-migration | Continuous variables |
Levels | Economic Development | Social Development | Spatial Development | |||
---|---|---|---|---|---|---|
Frequency | % | Frequency | % | Frequency | % | |
Very low | 16 | 4.6 | 5 | 1.4 | 8 | 2.3 |
Low | 50 | 14.4 | 29 | 8.4 | 34 | 9.8 |
Slightly low | 74 | 21.3 | 64 | 18.4 | 47 | 13.5 |
Moderate | 66 | 19.0 | 72 | 20.7 | 59 | 17.0 |
Slightly high | 80 | 23.1 | 103 | 29.7 | 100 | 28.8 |
High | 55 | 15.9 | 68 | 19.6 | 90 | 25.9 |
Very high | 6 | 1.7 | 6 | 1.7 | 9 | 2.6 |
Total | 347 | 100.0 | 347 | 100.0 | 347 | 100.0 |
Degree | Rural Out-Migration | Rural In-Migration | Rural Return-Migration | |||
---|---|---|---|---|---|---|
Frequency | % | Frequency | % | Frequency | % | |
Very low | 9 | 2.6 | 61 | 17.6 | 36 | 10.4 |
Low | 37 | 10.7 | 102 | 29.4 | 104 | 30 |
Slightly low | 44 | 12.7 | 53 | 15.3 | 78 | 22.5 |
Moderate | 80 | 23.1 | 66 | 19 | 82 | 23.6 |
Slightly high | 82 | 23.6 | 38 | 11 | 25 | 7.2 |
High | 75 | 21.6 | 22 | 6.3 | 22 | 6.3 |
Very high | 20 | 5.8 | 5 | 1.4 | 0 | 0 |
Total | 347 | 100 | 347 | 100 | 347 | 100 |
Varables | Model 1 | Model 2 |
---|---|---|
β | β | |
Basic rural attributes | ||
Large-scale industrial villages | 0.12 * | |
Small-scale industrial village | 0.11 * | 0.10 * |
The stage of rural revitalization | −0.25 * | |
Degree of rural development | ||
Overall development degree of rural economy | 0.32 *** | 0.26 *** |
Development status of industry | 0.14 * | 0.15 * |
Overall development degree of rural society | −0.13 * | |
Social security level | −0.15 * | −0.14 * |
Ecological environment management level | −0.17 ** | −0.14 * |
Factors of population migration | ||
The degree of rural return-migration | 0.30 *** | |
Adjusted R2 | 0.23 | 0.3 |
F | 6.23 (p ≤ 0.000) | 7.9 (p ≤ 0.000) |
Varables | Model 3 | Model 4 |
---|---|---|
β | β | |
Degree of rural development | ||
overall development degree of rural economy | 0.21 * | |
Infrastructure conditions | −0.19 * | |
Education level | 0.19 * | 0.17 * |
Social security level | −0.15 * | |
Reasonable spatial distribution | 0.27 ** | 0.24 * |
Ecological environment conditions | 0.14 * | |
Factors of population migration | ||
Degree of rural out-migration | −0.12 * | |
Degree of rural in-migration | 0.33 *** | |
Adjusted R2 | 0.21 | 0.29 |
F | 4.50, p ≤ 0.000 | 6.03, p ≤ 0.000 |
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Tong, W.; Lo, K. Back to the Countryside: Rural Development and the Spatial Patterns of Population Migration in Zhejiang, China. Agriculture 2021, 11, 788. https://doi.org/10.3390/agriculture11080788
Tong W, Lo K. Back to the Countryside: Rural Development and the Spatial Patterns of Population Migration in Zhejiang, China. Agriculture. 2021; 11(8):788. https://doi.org/10.3390/agriculture11080788
Chicago/Turabian StyleTong, Weiming, and Kevin Lo. 2021. "Back to the Countryside: Rural Development and the Spatial Patterns of Population Migration in Zhejiang, China" Agriculture 11, no. 8: 788. https://doi.org/10.3390/agriculture11080788
APA StyleTong, W., & Lo, K. (2021). Back to the Countryside: Rural Development and the Spatial Patterns of Population Migration in Zhejiang, China. Agriculture, 11(8), 788. https://doi.org/10.3390/agriculture11080788