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Effect of oil price on Nigeria’s food price volatility

机译:油价对尼日利亚食品价格波动的影响

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This study examines the effect of oil price on the volatility of food price in Nigeria. It specifically considers the long-run, short-run, and causal relationship between these variables. Annual data on oil price and individual prices of maize, rice, sorghum, soya beans, and wheat spanning from 2000 to 2013 were used. The price volatility for each crop was obtained using Generalized Autoregressive Conditional Heteroskedascity (GARCH (1, 1)) model. Our measure of oil price is the Refiner acquisition cost of imported crude oil. The Augmented Dickey–Fuller and Phillip–Perron unit root tests show that all the variables are integrated of order one, I (1). Therefore, we use the Johansen co-integration test to examine the long-run relationship. Our results show that there is no long-run relationship between oil price and any of the individual food price volatility. Thus, we implement a VAR instead of a VECM to investigate the short-run relationship. The VAR model result revealed a positive and significant short-run relationship between oil price and each of the selected food price volatility with exception of that of rice and wheat price volatility. These results were further confirmed by the impulse response functions. The Granger causality test result indicates a unidirectional causality from oil price to maize, soya bean, and sorghum price volatilities but does not show such relationship for rice and wheat price volatilities. We draw some policy implications of these findings.
机译:这项研究考察了石油价格对尼日利亚食品价格波动的影响。它专门考虑了这些变量之间的长期,短期和因果关系。使用了2000年至2013年的年度石油价格以及玉米,大米,高粱,大豆和小麦的单价数据。使用广义自回归条件异方性模型(GARCH(1,1))模型获得每种作物的价格波动性。我们衡量油价的标准是进口原油的炼油厂购置成本。增强的Dickey-Fuller和Phillip-Perron单位根测试表明,所有变量都以1阶(i)(1)积分。因此,我们使用Johansen协整检验来检验长期关系。我们的结果表明,油价与任何单个食品价格的波动之间没有长期的关系。因此,我们采用VAR而不是VECM来研究短期关系。 VAR模型的结果显示,除了大米和小麦价格的波动外,石油价格与每个选定的食品价格的波动之间存在着积极且显着的短期关系。脉冲响应函数进一步证实了这些结果。格兰杰因果关系检验结果表明,从油价到玉米,大豆和高粱价格的波动具有单向因果关系,但与大米和小麦的价格波动没有这种关系。我们得出这些发现的一些政策含义。

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