STEMM Institute Press
Science, Technology, Engineering, Management and Medicine
Analysis of Settlement Intention of Floating Population in New Urban Areas Based on Decision Tree Model
DOI: https://doi.org/10.62517/jmsd.202412606
Author(s)
Haixia Lai
Affiliation(s)
Fuzhou New Area Management Committee, Fuzhou, Fujian, China
Abstract
In the initial stage of new urban area construction, it is urgent to introduce a certain amount of population to activate idle resources and promote the benign cyclical development of the economy. By using the CHAID decision tree method, this paper analyzes the characteristics of the population willing to settle in Fuzhou New Area in the early stage of construction, where urban construction is relatively advanced but population introduction is slow. The aim is to provide decision-making references for increasing the permanent population of the new urban area. The study found that the overall settlement intention of the floating population is not strong. Factors such as household registration migration, house purchasing intention, and children’s education, which are based on family considerations, have a significant impact on the settlement intention of the floating population. Among them, the group willing to migrate with the whole family and whose children have reached school age has the highest settlement intention.
Keywords
New Urban Area; Decision Tree; Population Introduction; Settlement Intention
References
[1]Zhu Yu, Ding Jinhong. Population Geography in China over the Past 40 Years - Progress in an Interdisciplinary Research Field. Progress in Geography, 2017,36(4):466-482. [2]Lin Liyue, Zhu Yu. The Spatial Type Selection of Initial Migration of Floating Population and Its Influencing Factors: Based on a Survey in Fujian Province. Geographical Science, 2014,34(5): 539- 546. [3]Zhu Yu, Chen Wenzhe. The settlement intention of China’s floating population in the cities: Recent changes and multi-faceted individual-level determinants. Population, Space and Place, 2010,16(4): 253-267. [4]Wang Chunlan, Ding Jinhong. Analysis of the Influencing Factors of Urban Residence Intentions of Floating Population. Southern Population, 2007, 22(1): 22-29. [5]Zou Jing, Chen Jie, Wang Hongwei. How social integration affects the residential choices of the floating population - Based on the 2014 national floating population monitoring data research, Journal of Shanghai University of Finance and Economics, 2017,19(5): 64-79. [6]Zeng Tonggang, He Xionglang. Settlement intention of westward migrants in China and its influencing factors. Progress in Geography, 2024, 43(11): 2213-2225. [7]Liu Yuqi, Liu Ye, Li Zhigang. The Settlement Intention of New Immigrants in Chinese Cities and Its Influencing Mechanism. Scientia Geographica Sinica, 2014, 34(7): 780-787. [8]Lin Liyue, Zhu Yu, Xu Lifang. Floating Population’s Environmental Perception of Inflow Places and Its Influence on Settlement Intention: A Survey Based on Fuzhou City. Human Geography, 2016, 31(1): 65-72. [9]Yang Xue, Wei Hongying. New Characteristics and Influencing Mechanism of Long-term Residence Intention of Floating Population. Population Research, 2017, 41(5): 63-73. [10] Wu Kaize. Housing and Employment: A Study on the Influence Factors of Settlement Desire of Young Talents from Outside the City in Large Cities. Journal of East China Normal University, 2023, (4): 162-175. [11] Chen Yanru, Gu Yue, Song Weixuan, et al. Differences in Residence Intention of Floating Population in Yangtze River Delta and Its Influencing Factors. Economic Geography, 2022,42(9):59-67. [12] Zhan Dongsheng, Zhang Wenzhong, Dang Yunxiao, et al. Perception of Urban Livability of Chinese Floating Population and Its Influence on Settlement Intention. Progress in Geography, 2017, 36(10): 1250-1259. [13] Zhang Yuejiao, Xu Xin, Dai Li, et al. Application of CHAID model in the screening of influencing factors of neonatal low birth weight in Gongyi City. Modern Preventive Medicine, 2012, 39(1): 18-20. [14] Xu Lei, He Jia, Meng Hong, et al. Decision tree technology and its application in medicine. Magazine Magazine, 2004, 17(2): 161-164. [15] Linkannan, Liang Qi, Li Zhigang, et al. The impact of “family migration” on the willingness of the settlement of the migrant population in small and medium-sized cities-take Wenzhou as an example. Geographic research, 2019, 38(7): 1640-1650.
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