Agricultural Economics · 2012 · 135 citations · 22 references
EngineeringApplied EconomicsLand UseDevelopment EconomicsSouthern MalawiAgricultural EconomicsAgri-environmental PolicyResource EconomicsSustainable AgricultureEconomic AnalysisSoil FertilityStatisticsDo Fertilizer SubsidiesEconomicsAgricultural ImpactFarm Plot LevelAnimal Waste ManagementAgricultural SystemOrganic ManuresOrganic FarmingEconomic PolicyAgricultural ModelingSubsidy ProgramNatural Resource ManagementBusinessFarming SystemsNatural Resource EconomicsAgricultural ManagementSustainable Production
Abstract We assess the impacts of the Malawian Farm Input Subsidy Program on manure use at the farm plot level using more than 3,000 farm plot observations from six districts in central and southern Malawi over three years (2006, 2007, and 2009). The probabilities and intensities of manure use were investigated with the correlated random effects (CRE) probit and tobit models. The endogeneity of access to fertilizer subsidies and fertilizer use intensity was controlled for with a control function approach. Both the probability of manure use and intensity of manure use were positively correlated with the intensity of fertilizer use. A 1% increase in fertilizer use intensity is associated with a 1.94%–1.96% increase in the intensity of manure use outside the subsidy program and a 0.62%–1.66% increase in manure use with the subsidy program. A 1% increase in average fertilizer price was associated with a 0.43%–0.76% increase in the probability of manure use and a 3.5%–5.3% increase in the intensity of manure use.
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On the Pooling of Time Series and Cross Section Data
Yair Mundlak · Econometrica · 1978 · 5K citations
Multivariate regression models for panel data
Gary Chamberlain · Journal of Econometrics · 1982 · 1.3K citations