Understanding the inconsistent relationships between socioeconomic factors and poverty incidence across contiguous poverty-stricken regions in China: Multilevel modelling
文献类型:期刊论文
作者 | Ren, Zhoupeng1; Ge, Yong1,2,3![]() |
刊名 | SPATIAL STATISTICS
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出版日期 | 2017-08-01 |
卷号 | 21页码:406-420 |
关键词 | Poverty incidence Contiguous poverty-stricken regions Multilevel model Spatial varying relations |
ISSN号 | 2211-6753 |
DOI | 10.1016/j.spasta.2017.02.009 |
通讯作者 | Ge, Yong(gey@lreis.ac.cn) |
英文摘要 | Understanding discrepancies in the effects of various socioeconomic predictors of poverty incidence across different contiguous poverty-stricken regions can provide new information for Chinese policymakers. However, no comprehensive statistical analysis exists. In this paper, we apply a multilevel model, together with systematic and high-quality poverty incidence data from China's 13 poverty-stricken regions in 2013, to explore spatial patterns in county-level poverty incidence and to estimate the effects of seven selected socioeconomic predictors of poverty incidence. Our results showed that rural income, urbanization, education (gross enrolment ratio of senior high school students), grain production and irrigated land ratio had a significantly negative association with poverty incidence. Nevertheless, in different regions, some predictors had larger effects on poverty incidence than others. Targeted region-specific poverty-alleviation policies based on these findings could effectively support on-going poverty reduction efforts in China. (C) 2017 Elsevier B.V. All rights reserved. |
WOS关键词 | RURAL CHINA ; INCOME INEQUALITY ; REDUCING POVERTY ; REDUCTION ; GROWTH ; EDUCATION ; ALLEVIATION ; INVESTMENT ; IRRIGATION ; REFORMS |
资助项目 | Key Technologies Research and Development Program of China[2012BAH33B01] ; Key Technologies Research and Development Program of China[2012BAI32B06] |
WOS研究方向 | Geology ; Mathematics ; Remote Sensing |
语种 | 英语 |
WOS记录号 | WOS:000410649600006 |
出版者 | ELSEVIER SCI LTD |
资助机构 | Key Technologies Research and Development Program of China |
源URL | [http://ir.igsnrr.ac.cn/handle/311030/61921] ![]() |
专题 | 中国科学院地理科学与资源研究所 |
通讯作者 | Ge, Yong |
作者单位 | 1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing, Jiangsu, Peoples R China 4.Beijing Normal Univ, Sch Econ & Resource Management, Beijing 100875, Peoples R China |
推荐引用方式 GB/T 7714 | Ren, Zhoupeng,Ge, Yong,Wang, Jinfeng,et al. Understanding the inconsistent relationships between socioeconomic factors and poverty incidence across contiguous poverty-stricken regions in China: Multilevel modelling[J]. SPATIAL STATISTICS,2017,21:406-420. |
APA | Ren, Zhoupeng,Ge, Yong,Wang, Jinfeng,Mao, Jingyao,&Zhang, Qi.(2017).Understanding the inconsistent relationships between socioeconomic factors and poverty incidence across contiguous poverty-stricken regions in China: Multilevel modelling.SPATIAL STATISTICS,21,406-420. |
MLA | Ren, Zhoupeng,et al."Understanding the inconsistent relationships between socioeconomic factors and poverty incidence across contiguous poverty-stricken regions in China: Multilevel modelling".SPATIAL STATISTICS 21(2017):406-420. |
入库方式: OAI收割
来源:地理科学与资源研究所
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