Journal of Economic Policy Reform · 2015 · 37 citations · 13 references
Public AffairsEconomicsSocial PolicyFood SecurityRural EconomicsSocial InsuranceHousehold EconomicsPension PolicyRetirement Security PolicyRural EconomyRural FinanceRural Household EconomicsAgricultural Investment AnalysisConsumption In Old AgeFarm Household ExpenditureFarming Household Consumption ExpenditureFood Expenditure Over The Life CycleHousehold Expenditure AnalysisRural Household Consumption PatternsRural Household Incomes
In 2009, China began to implement a new social pension scheme in rural areas. We examine the impacts of this social pension on two main components of rural household expenditure, consumption and agricultural production investment. Our findings show that on average, rural households increase consumption by 1–3% and agricultural investment by as high as 6–9% in pilot counties. Further estimations reveal that the pension mainly affects the households with old-aged members and the poorer families, and that the saving rate hasn’t been changed by the pension, which support more the contingent income than the life-cycle hypothesis. We also find that among various types of expenditures, the most dramatic increases have occurred in food consumption and operational inputs on agricultural production.
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American Economic Review · 2013 · 7.3K citations
Local Linear Regression Smoothers and Their Minimax Efficiencies
Jianqing Fan · The Annals of Statistics · 1993 · 903 citations · Full text