Exploring the stimulus factors on the residential relocation of workers experiencing work-residence separation in new towns:An empirical research based on the combination of multiple-source big&small data in Wuhan
With the rapid development of suburban new towns in China,new towns have attracted a large number of employment inflows,but the residence of many employees has not moved with them,and there has been a general phenomenon of separation of work and residence.However,at present,the reasons for the sep-aration of employment and residence in suburban new towns are mostly qualitative discussions,and the key factors and their impact effects are still unclear.To this effect,the study takes suburban new towns in Wuhan as an example and utilizes multiple sources of spatiotemporal big data,such as mobile phone signaling,to invest-igate the impact characteristics of commuting distance,personal attributes,and built environment on the resid-ential relocation of workers experiencing work-residence separation in these new towns.The study employs a multilayer MLR-BLR(Binary Logistic Regression-Multiple Linear Regression)model to analyze the influen-cing factors,and the questionnaire survey is used to supplement the core influencing factors of migration miss-ing in big data.The research findings are as follows:Quality built environment,long distance commuting,high-quality educational resources,appropriate housing prices and stable jobs can promote the residential mi-gration of the new town's job-housing separation workers to varying degrees;on the contrary,it will hinder its migration.Family factors play a key role in the relocation of non-single workers,especially women.This study quantitatively investigates the influencing factors of residential relocation among workers experiencing work-residence separation in suburban new towns.On one hand,it expands the research perspective on subgroups of urban work-residence separation.On the other hand,it can also provide reference for the practice of new town location,the attraction of suburban new towns,and the promotion of job-housing balance in suburban new towns.
suburban new townlong distance commutingseparation of workplace and residenceresidential relocation to working placebig&small data
NETL
NSTL
万方数据
