Unraveling the Geography of Intercity Flows of Migrants’ Hukou Conversion Intentions: A Spatial Econometric Origin-Destination Flow Analysis
Publication: Journal of Urban Planning and Development
Volume 148, Issue 4
Abstract
Using the China Migrants Dynamic Survey (CMDS) in 2017, this study constructs a network of intercity flows of hukou conversion intentions to analyze the geographical patterns and influencing factors of intercity hukou conversion intentions. A spatial econometric origin–destination flow model (spatial OD model) is employed to examine the effects of origin cities, destination cities, individual-level factors, and network autocorrelation among flows, improving the model performance by introducing the spatial dependence among origins and destinations. It reveals that Beijing and Shanghai act as the national hukou attraction centers, and cities with high hukou attractiveness are mainly distributed in the eastern coastal region and higher administrative levels. The network autocorrelation is embodied in the origin and destination dependence, impacting the unbalanced distribution of hukou conversion intention flows. The intercity flows of hukou conversion intentions are affected by the population sizes and socioeconomic factors of origin and destination cities, together with demographic attributes, social security conditions, and migration features. The unbalanced spatial pattern and the significant network autocorrelation of intercity hukou conversion intentions provide policy implications for China’s hukou system reform.
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Acknowledgments
This paper was funded by the Beijing Social Science Foundation of China (Grant No. 21JJC028). The authors declare that they have no conflict of interest.
References
Black, W. R. 1992. “Network autocorrelation in transport network and flow systems.” Geog. Anal. 24 (3): 207–222. https://doi.org/10.1111/j.1538-4632.1992.tb00262.x.
Chen, C., and C. C. Fan. 2016. “China's hukou puzzle: Why don't rural migrants want urban hukou?” China Rev. 16 (3): 9–39.
Chen, J., and W. Wang. 2019. “Economic incentives and settlement intentions of rural migrants: Evidence from China.” J. Urban Aff. 41 (3): 372–389. https://doi.org/10.1080/07352166.2018.1439339.
Chen, S., and Z. Liu. 2016. “What determines the settlement intention of rural migrants in China? Economic incentives versus sociocultural conditions.” Habitat Int. 58: 42–50. https://doi.org/10.1016/j.habitatint.2016.09.004.
Chun, Y. 2008. “Modeling network autocorrelation within migration flows by eigenvector spatial filtering.” J. Geog. Syst. 10 (4): 317–344. https://doi.org/10.1007/s10109-008-0068-2.
Chun, Y., and D. A. Griffith. 2011. “Modeling network autocorrelation in space–time migration flow data: An eigenvector spatial filtering approach.” Ann. Assoc. Am. Geog. 101 (3): 523–536. https://doi.org/10.1080/00045608.2011.561070.
Fan, C. C. 2011. “Settlement intention and split households: Findings from a survey of migrants in Beijing's urban villages.” China Rev. 11 (2): 11–41.
Griffith, D. A., and K. G. Jones. 1980. “Explorations into the relationship between spatial structure and spatial interaction.” Environ. Plann. A: Econ. Space 12 (2): 187–201. https://doi.org/10.1068/a120187.
Gu, H., Z. Liu, and T. Shen. 2020. “Spatial pattern and determinants of migrant workers’ interprovincial hukou transfer intention in China: Evidence from a National Migrant Population Dynamic Monitoring Survey in 2016.” Popul. Space Place 26 (2): e2250.
Gu, H., and T. Shen. 2021. “Modelling skilled and less-skilled internal migrations in China, 2010–2015: Application of an eigenvector spatial filtering hurdle gravity approach.” Popul. Space Place 27 (6): e2439.
Hu, F., Z. Xu, and Y. Chen. 2011. “Circular migration, or permanent stay? Evidence from China's rural–urban migration.” China Econ. Rev. 22 (1): 64–74. https://doi.org/10.1016/j.chieco.2010.09.007.
Huang, X., Y. Liu, D. Xue, Z. Li, and Z. Shi. 2018. “The effects of social ties on rural–urban migrants’ intention to settle in cities in China.” Cities 83: 203–212. https://doi.org/10.1016/j.cities.2018.06.023.
Lao, X., and H. Gu. 2020. “Unveiling various spatial patterns of determinants of hukou transfer intentions in China: A multi-scale geographically weighted regression approach.” Growth Change 51 (4): 1860–1876. https://doi.org/10.1111/grow.12429.
Lee, E. S. 1966. “A theory of migration.” Demography 3 (1): 47–57. https://doi.org/10.2307/2060063.
LeSage, J. P., and R. Kelley Pace. 2008. “Spatial econometric modeling of origin‐destination flows.” J. Reg. Sci. 48 (5): 941–967. https://doi.org/10.1111/j.1467-9787.2008.00573.x.
LeSage, J. P., and C. Thomas-Agnan. 2015. “Interpreting spatial econometric origin-destination flow models.” J. Reg. Sci. 55 (2): 188–208. https://doi.org/10.1111/jors.12114.
Lin, L., and Y. Zhu. 2016. “Spatial variation and its determinants of migrants’ hukou transfer intention of China's prefecture- and provincial-level cities: Evidence from the 2012 national migrant population dynamic monitoring survey.” [In Chinese.] Acta Geogr. Sin. 71 (10): 1696–1709.
Liu, T., S. Chen, and G. Cao. 2019. “Migrants’ intentions of settlement and hukou transfer and their determinants.” [In Chinese.] Chin. J. Popul. Sci. 3: 80–91+127–128.
Liu, T., and J. Wang. 2020. “Bringing city size in understanding the permanent settlement intention of rural–urban migrants in China.” Popul. Space Place 26 (4): e2295.
Liu, Y., W. Deng, and X. Song. 2018. “Influence factor analysis of migrants’ settlement intention: Considering the characteristic of city.” Appl. Geogr. 96: 130–140. https://doi.org/10.1016/j.apgeog.2018.05.014.
Oshan, T. M. 2021. “The spatial structure debate in spatial interaction modeling: 50 years on.” Prog. Hum. Geogr. 45 (5): 925–950. https://doi.org/10.1177/0309132520968134.
Pu, Y., and Y. Ge. 2016. “Multilateral mechanism analysis of interprovincial migration flows in China.” Acta Geogr. Sin. 71 (2): 205.
Pu, Y., X. Han, G. Chi, Y. Wang, Y. Ge, and F. Kong. 2019a. “The impact of spatial spillovers on interprovincial migration in China, 2005–10.” Reg. Stud. 53 (8): 1125–1136.
Pu, Y., X. Zhao, G. Chi, J. Zhao, and F. Kong. 2019b. “A spatial dynamic panel approach to modelling the space-time dynamics of interprovincial migration flows in China.” Demogr. Res. 41: 913–948. https://doi.org/10.4054/DemRes.2019.41.31.
Sen, A., and T. E. Smith. 2012. Gravity models of spatial interaction behavior. Berlin: Springer.
Shen, J. 2012. “Changing patterns and determinants of interprovincial migration in China 1985–2000.” Popul. Space Place 18 (3): 384–402. https://doi.org/10.1002/psp.668.
Smith, T. E. 1975. “A choice theory of spatial interaction.” Reg. Sci. Urban Econ. 5 (2): 137–176. https://doi.org/10.1016/0166-0462(75)90002-2.
Tan, S., Y. Li, Y. Song, X. Luo, M. Zhou, L. Zhang, and B. Kuang. 2017. “Influence factors on settlement intention for floating population in urban area: A China study.” Qual. Quant. 51 (1): 147–176. https://doi.org/10.1007/s11135-015-0299-5.
Tang, S., and P. Hao. 2018. “Floaters, settlers, and returnees: Settlement intention and hukou conversion of China’s rural migrants.” China Rev. 18 (1): 11–34.
Tiebout, C. M. 1956. “A pure theory of local expenditures.” J. Polit. Econ. 64 (5): 416–424. https://doi.org/10.1086/257839.
Tobler, W. R. 1970. “A computer movie simulating urban growth in the Detroit region.” Econ. Geogr. 46 (sup1): 234–240. https://doi.org/10.2307/143141.
Wang, Q. X., and W. X. Xu. 2014. “A research on Chinese inter-provincial trade based on spatial panel interaction model under multi-dimensional distances.” China Ind. Econ. 3: 31–43.
Xie, S., and J. Chen. 2018. “Beyond homeownership: Housing conditions, housing support and rural migrant urban settlement intentions in China.” Cities 78: 76–86. https://doi.org/10.1016/j.cities.2018.01.020.
Yang, C., W. Xu, Y. Liu, Y. Ning, and K. K. Klein. 2016. “Staying in the countryside or moving to the city: The determinants of villagers’ urban settlement intentions in China.” China Rev. 16 (3): 41–68.
Yang, S., and F. Guo. 2018. “Breaking the barriers: How urban housing ownership has changed migrants’ settlement intentions in China.” Urban Stud. 55 (16): 3689–3707. https://doi.org/10.1177/0042098018757873.
Yang, S., and F. Guo. 2022. “Urban labour market and de facto citizenship: Understanding migrant's settlement intention in China.” Popul. Space Place 28 (3): e2520. https://doi.org/10.1002/psp.2520.
You, Z., H. Yang, and M. Fu. 2018. “Settlement intention characteristics and determinants in floating populations in Chinese border cities.” Sustainable Cities Soc. 39: 476–486. https://doi.org/10.1016/j.scs.2018.02.021.
Zhang, Q., and J. Hoekstra. 2020. “Policies towards migrants in the Yangtze river delta urban region, China: Does local hukou still matter after the hukou reform?” Sustainability 12 (24): 10448. https://doi.org/10.3390/su122410448.
Zheng, S., F. Long, C. C. Fan, and Y. Gu. 2009. “Urban villages in China: A 2008 survey of migrant settlements in Beijing.” Eurasian Geogr. Econ. 50 (4): 425–446. https://doi.org/10.2747/1539-7216.50.4.425.
Zhou, J., L. Lin, S. Tang, and S. Zhang. 2022. “To settle but not convert hukou among rural migrants in urban China: How does family-level eligibility for citizenship benefits matter?” Habitat Int. 120: 102511. https://doi.org/10.1016/j.habitatint.2022.102511.
Zhu, Y., and W. Chen. 2010. “The settlement intention of China's floating population in the cities: Recent changes and multifaceted individual-level determinants.” Popul. Space Place 16 (4): 253–267. https://doi.org/10.1002/psp.544.
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Journal of Urban Planning and Development
Volume 148 • Issue 4 • December 2022
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© 2022 American Society of Civil Engineers.
History
Received: Oct 18, 2021
Accepted: Jun 7, 2022
Published online: Sep 7, 2022
Published in print: Dec 1, 2022
Discussion open until: Feb 7, 2023
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