How County-Level Agricultural Loans and Fiscal Expenditure Impact Rural Residents' Income in China——An Empirical Study of the Hierarchical Effect by Quantile Regression

Using cross-sectional data from 853 counties in 11 western China provinces, we employ quantile regression (QR) and instrumental variable quantile regression (IVQR) to investigate the hierarchical effect of fiscal expenditure and agricultural loan on rural residents' income. We find: (1) the relation...

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Bibliographic Details
Published inFrontiers of economics in China Vol. 11; no. 2; pp. 302 - 320
Main Authors Wang, Xiaohua, Liu, Li
Format Journal Article
LanguageEnglish
Published Beijing Higher Education Press 01.06.2016
Higher Education Press Limited Company
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Summary:Using cross-sectional data from 853 counties in 11 western China provinces, we employ quantile regression (QR) and instrumental variable quantile regression (IVQR) to investigate the hierarchical effect of fiscal expenditure and agricultural loan on rural residents' income. We find: (1) the relationship between agricultural loan and income is consistent with the inverted U-shape (Kuznets curve); (2) the coefficient of quantile regression for rural residents' loan gradually decreases; particularly, the impact on the high-income group is insignificant (at 0.90 quantile); (3) for 0.10 and 0.50 quantile, the increase of fiscal expenditure would hinder rather than promote income growth; (4) the restraining effect becomes more pronounced for the lower groups; in contrast, there is a significant positive relationship between income and fiscal expenditure for 0.90 quantile's income group. Implications for government policy formulation are propounded accordingly.
Bibliography:Using cross-sectional data from 853 counties in 11 western China provinces, we employ quantile regression (QR) and instrumental variable quantile regression (IVQR) to investigate the hierarchical effect of fiscal expenditure and agricultural loan on rural residents' income. We find: (1) the relationship between agricultural loan and income is consistent with the inverted U-shape (Kuznets curve); (2) the coefficient of quantile regression for rural residents' loan gradually decreases; particularly, the impact on the high-income group is insignificant (at 0.90 quantile); (3) for 0.10 and 0.50 quantile, the increase of fiscal expenditure would hinder rather than promote income growth; (4) the restraining effect becomes more pronounced for the lower groups; in contrast, there is a significant positive relationship between income and fiscal expenditure for 0.90 quantile's income group. Implications for government policy formulation are propounded accordingly.
fiscal expenditure, agricultural loan, loan for rural residents, ruralresidents' income, quantile regression
11-5744/F
quantile regression
rural residents’ income
agricultural loan
loan for rural residents
fiscal expenditure
ISSN:1673-3444
1673-3568
DOI:10.3868/s060-005-016-0017-4