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Understanding the urban-rural divide in elderly poverty in China
WANG Xia, JIANG Yuxuan, ADILI Meilikezhati, GAN Yuqing, JIANG Songnian, WU Lijun, HE Yihao
地理学报(英文版), 2026, 36(4): 987-1016.   DOI: 10.1007/s11442-026-2479-8

Factors Primary indicators Secondary indicators
Economic development Economic level (x1) Per capita GDP
Urban-rural income gap (x2) Proportion of disposable income amongst urban and rural residents
Social
development
Employment status (x3) Unemployment rate
Urbanisation (x4) Degree of urbanisation
Finance support (x5) Ratio of education and health expenditures in GDP
Transportation accessibility (x6) Highway mileage per capita
Elderly care burden Elderly care pressure (x7) Elderly dependency ratio
Proportion of the elderly population (x8) Proportion of the elderly in the total population
Social
pension security
Public subsidy (x9) Proportion of individuals benefiting from public elderly subsidies
Provision for activity facility (x10) Number of cultural and sports facilities per 1000 elderly
Availability of elderly care services (x11) Number of elderly care beds per 1000 elderly
Professional level of community elderly care services (x12) Proportion of community elderly care workers with university degrees or above
Table 7 Determinants of the spatial variations of urban-rural differences in elderly poverty
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