Abstract
Environmental livability is crucial to ensuring the sustainable development of rural economies. The scientific grasp of the impact of environmental livability level on rural economic development is of great practical significance. Based on the traditional Carlino–Mills regional growth model, we build a simultaneous equation model of population, employment, and income, thus including the level of environmental livability in the model, test the mechanism of environmental livability on rural economic development with the data of 258 prefectural-level cities in China. The results show that environmental livability level positively affects rural economic development through the mechanisms of population, employment and income, and the conclusions are still valid after validation through the robustness test. We further analyze the regional heterogeneity of rural economic development since China’s geographic classification, which finds that the impact of environmental livability level on rural economic development in the eastern region is more significant and presents a “convergence effect,” and there is a particular gap between the middle and western regions. In conclusion, China’s rural areas should prioritize actual development, adhere environmental livability and green development, bolster the construction of rural infrastructure and public services, and aim to achieve the synergistic development of a picturesque rural environment and a sustainable rural economy.
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References
Akimov, A. V., Gemueva, K. A., & Semenova, N. K. (2021). The seventh population census in the PRC: Results and prospects of the country’s demographic development. Herald of the Russian Academy of Sciences, 91(6), 724–735. https://doi.org/10.1134/S1019331621060083
Alvarado, R., & Toledo, E. (2017). Environmental degradation and economic growth: Evidence for a developing country. Environment, Development and Sustainability, 19, 1205–1218. https://doi.org/10.1007/s10668-016-9790-y
Azhaman, I., & Petryshchenko, N. (2019). Development of construction investment in the rural area. Baltic Journal of Economic Studies, 5(2), 1–9.
Becker, G. S., Glaeser, E. L., & Murphy, K. M. (1999). Population and economic growth. American Economic Review, 89(2), 145–149.
Beckerman, W. (1992). Economic growth and the environment: Whose growth? Whose environment? World Development, 20(4), 481–496. https://doi.org/10.1016/0305-750X(92)90038-W
Brown, S., Versace, V. L., Laurenson, L., et al. (2012). Assessment of spatiotemporal varying relationships between rainfall, land cover and surface water area using geographically weighted regression. Environmental Modeling & Assessment, 17, 241–254. https://doi.org/10.1007/s10666-011-9289-8
Burrows, K., & Kinney, P. L. (2016). Exploring the climate change, migration and conflict nexus. International Journal of Environmental Research and Public Health, 13(4), 443. https://doi.org/10.3390/ijerph13040443
Carlino, G. A., & Mills, E. S. (1987). The determinants of county growth. Journal of Regional Science, 27(1), 39–54. https://doi.org/10.1111/j.1467-9787.1987.tb01143.x
Carter, N., & Lowe, P. (2014). Britain: Coming to terms with sustainable development? Governance and Environment in Western Europe (pp. 17–39). Routledge.
Chamon, M., & Kremer, M. (2009). Economic transformation, population growth and the long-run world income distribution. Journal of International Economics, 79(1), 20–30. https://doi.org/10.1016/j.jinteco.2009.04.008
Constantin, C. (2014). Principal component analysis-a powerful tool in computing marketing information. Bulletin of the Transilvania University of Brasov Series V: Economic Sciences, 7, 25–30.
Deller, S. C., et al. (2001). The role of amenities and quality of life in rural economic growth. American Journal of Agricultural Economics, 83(2), 352–365. https://doi.org/10.1111/0002-9092.00161
Deller, S., & Lledo, V. (2007). Amenities and rural Appalachia economic growth. Agricultural and Resource Economics Review, 36(1), 107–132. https://doi.org/10.1017/S1068280500009485
Dogan, E., & Inglesi-Lotz, R. (2020). The impact of economic structure to the environmental Kuznets curve (EKC) hypothesis: Evidence from European countries. Environmental Science and Pollution Research, 27, 12717–12724. https://doi.org/10.1007/s11356-020-07878-2
Esmaeili, A., & Shokoohi, Z. (2011). Assessing the effect of oil price on world food prices: Application of principal component analysis. Energy Policy, 39(2), 1022–1025. https://doi.org/10.1016/j.enpol.2010.11.004
Hoogstra, G. J., Van Dijk, J., & Florax, R. J. G. M. (2017). Do jobs follow people or people follow jobs? A meta-analysis of Carlino-Mills studies. Spatial Economic Analysis, 12(4), 357–378. https://doi.org/10.1080/17421772.2017.1340663
Hussain, H. I., et al. (2021). The role of globalization, economic growth and natural resources on the ecological footprint in Thailand: Evidence from nonlinear causal estimations. Processes, 9(7), 1103. https://doi.org/10.3390/pr9071103
Jahanger, A. (2021). Influence of FDI characteristics on high-quality development of China’s economy. Environmental Science and Pollution Research, 28, 18977–18988. https://doi.org/10.1007/s11356-020-09187-0
Johnson, P. A. (2010). Realizing rural community-based tourism development: Prospects for social economy enterprises. Journal of Rural and Community Development, 5, 1.
Kim, S. (2015). The countryside and the city: A spatial economy of the new village movement in 1970s South Korea. University of Toronto.
Kumar, A., Kumar, S., & Singh, D. K. (2011). Rural employment diversification in India: trends, determinants and implications on poverty. Agricultural Economics Research Review, 24, 361–372. https://doi.org/10.22004/ag.econ.119386
Leakey, R. R. B. (2020). A re-boot of tropical agriculture benefits food production, rural economies, health, social justice and the environment. Nature Food, 1(5), 260–265. https://doi.org/10.1038/s43016-020-0076-z
Li, C., et al. (2023). How can tourism help to revitalize the countryside? Content analysis based on the case of tourism enabling rural revitalization. Environment, Development and Sustainability, 8, 1–22. https://doi.org/10.1007/s10668-023-03475-8
Li, F., Wang, X., Liu, H., et al. (2018). Does economic development improve urban greening? Evidence from 289 cities in China using spatial regression models. Environmental Monitoring and Assessment, 190, 1–19. https://doi.org/10.1007/s10661-018-6871-4
Li, Y., et al. (2020a). Spatio-temporal pattern and driving forces of construction land change in a poverty-stricken county of China and implications for poverty-alleviation-oriented land use policies. Land Use Policy, 91, 104267. https://doi.org/10.1016/j.landusepol.2019.104267
Li, Z., et al. (2020b). Financial technology efficiency and credit constraints facing the industrial sector: Evidence from China. IEEE Access, 8, 57335–57347. https://doi.org/10.1109/ACCESS.2020.2981685
Liang, Li., et al. (2020). Assessment of the impact of climate change on cities livability in China. Science of the Total Environment, 726, 138339. https://doi.org/10.1016/j.scitotenv.2020.138339
Liu, K., Yang, J., & Zou, H. (2020). Cultural heterogeneity, social policy, and economic growth in China. China Economic Review, 62, 101501. https://doi.org/10.1016/j.chieco.2020.101501
Ma, G., & Hofmann, E. T. (2019). Immigration and environment in the US: A spatial study of air quality. The Social Science Journal, 56(1), 94–106. https://doi.org/10.1016/j.soscij.2018.08.007
McConnell, K. E. (1997). Income and the demand for environmental quality. Environment and Development Economics, 2(4), 383–399. https://doi.org/10.1017/S1355770X9700020X
Olawepo, R. A. (2010). Determining rural farmers’ income: A rural Nigeria experience. Journal of African Studies and Development, 2(4), 99–108.
Panayotou, T. (2016). Economic growth and the environment. The Environment in Anthropology, 24, 140–148.
Salvati, L., & Carlucci, M. (2011). The economic and environmental performances of rural districts in Italy: Are competitiveness and sustainability compatible targets? Ecological Economics, 70(12), 2446–2453. https://doi.org/10.1016/j.ecolecon.2011.07.030
Satish, P. (2007). Rural infrastructure and growth: An overview. Indian Journal of Agricultural Economics, 62, 1.
Shrestha, N. (2021). Factor analysis as a tool for survey analysis. American Journal of Applied Mathematics and Statistics, 9(1), 4–11. https://doi.org/10.12691/ajams-9-1-2
Sodipe, O. A., & Ogunrinola, O. I. (2011). Employment and economic growth nexus in Nigeria. International Journal of Business and Social Science, 2, 11.
Sun, L. (2018). Implementing valid two-step identification-robust confidence sets for linear instrumental-variables models. The Stata Journal, 18(4), 803–825. https://doi.org/10.1177/1536867X1801800404
Surya, B., Saleh, H., Idris, M., & Ahmad, D. N. A. (2021). Rural agribusiness-based agropolitan area development and environmental management sustainability: Regional economic growth perspectives. International Journal of Energy Economics and Policy, 11(1), 142–157. https://doi.org/10.32479/ijeep.10184
Tilaki, M. J. M., et al. (2014). The necessity of increasing livability for George Town World Heritage Site: An analytical review. Modern Applied Science, 8(1), 123–133.
Wackernagel, M., & Rees, W. E. (1997). Perceptual and structural barriers to investing in natural capital: Economics from an ecological footprint perspective. Ecological Economics, 20(1), 3–24. https://doi.org/10.1016/S0921-8009(96)00077-8
Williams, M. F. (2005). Can state governments redistribute income? Using source-based capital taxes for income redistribution. International Journal of Applied Economics, 2(1), 62–78.
Yi, X., Jue, W., & Huan, H. (2021). Does economic development bring more livability? Evidence from Jiangsu Province. China. Journal of Cleaner Production, 293, 126187. https://doi.org/10.1016/j.jclepro.2021.126187
Yuan, B., Cui, Y., Wang, X., & Xu, H. (2022). Study on the heterogeneity of China’s agricultural economic growth in the context of temperature shocks. Scientific Reports, 12(1), 10511. https://doi.org/10.1038/s41598-022-11877-3
Yuan, J., Lu, Y., Ferrier, R. C., et al. (2018). Urbanization, rural development, and environmental health in China. Environmental Development, 28, 101–110. https://doi.org/10.1016/j.envdev.2018.10.002
Zinchuk, T., Kutsmus, N., Kovalchuk, O., & Charucka, O. (2018). Challenges of sustainable development of rural economy. Management Theory and Studies for Rural Business and Infrastructure Development, 40(4), 609–619.
Funding
This study was supported in part by grants from The National Natural Science Foundation of China (No. 72204240); the Ministry of education of Humanities and Social Science Project (Grant No. 21YJC790149); the China Postdoctoral Science Foundation (Grant No. 2022T150609).
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All authors made significant contributions toward the conception and design of the research. CYH took the lead in drafting the manuscript, which was later reviewed and critiqued by all the writers. The preparation, data collection, and analysis were executed by AD and SW. YL and YB provided conceptualization guidance and financial support for this paper, among others. The final version of the document was meticulously read and approved by all authors.
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Cui, Y., An, D., Sun, W. et al. The impact of environmental livability on rural economic development in China. Environ Dev Sustain (2024). https://doi.org/10.1007/s10668-023-04345-z
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DOI: https://doi.org/10.1007/s10668-023-04345-z