{"title":"肯尼亚的电力消费与经济增长:ARDL 边界检验法","authors":"John K. Njenga","doi":"10.9734/jenrr/2024/v16i1329","DOIUrl":null,"url":null,"abstract":"The purpose of this study is to analyze the causal relationship that exist between economic growth and electricity consumption in Kenya for the sample period 1990 to 2022 using ARDL bound framework. Technically, it entails determining the existence of a short run dynamics, long-run equilibrium relationship and causal link between the two variables. ARDL bound F-test is used to estimate the existence of a long-run equilibrium relationship as well as the short-term dynamics that exists between the variables. At 10% confidence level, the study provides evidence of the existence of a long-run equilibrium relationship between economic growth and electricity consumption as the calculated F statistics is greater than the upper bound I(1). The Error correction model from the ARDL bound F-test which indicates the short run dynamics, has an error correction term that is negative and significant at 5% level. The error term meets the threshold conditions to agree with the long-run equilibrium relationship established. For a shock in the GDP-energy consumption system, there is a 15.6% rate of adjustment to equilibrium. In the short-run, an increase in electricity consumption by 1% induces an increase in GDP growth by 0.69%. In addition, the diagnostics test shows that ECM model residuals have a constant variance, no correlation and normally distributed. In the long-run, electricity consumption has a positive effect on GDP growth. Granger causality test is used to determine the direction of causal link between the variables. The study provides evidence of unidirectional causal flow from GDP to electricity consumption at 10% confidence level. But there exists no causal flow from electricity consumption to GDP. Kenya is confirmed to fall in the conservation hypothesis. This implies that economic growth plays a critical role in electricity consumption growth rate.","PeriodicalId":244756,"journal":{"name":"Journal of Energy Research and Reviews","volume":"59 45","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Electricity Consumption and Economic Growth in Kenya: an ARDL Bound Test Approach\",\"authors\":\"John K. Njenga\",\"doi\":\"10.9734/jenrr/2024/v16i1329\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The purpose of this study is to analyze the causal relationship that exist between economic growth and electricity consumption in Kenya for the sample period 1990 to 2022 using ARDL bound framework. Technically, it entails determining the existence of a short run dynamics, long-run equilibrium relationship and causal link between the two variables. ARDL bound F-test is used to estimate the existence of a long-run equilibrium relationship as well as the short-term dynamics that exists between the variables. At 10% confidence level, the study provides evidence of the existence of a long-run equilibrium relationship between economic growth and electricity consumption as the calculated F statistics is greater than the upper bound I(1). The Error correction model from the ARDL bound F-test which indicates the short run dynamics, has an error correction term that is negative and significant at 5% level. The error term meets the threshold conditions to agree with the long-run equilibrium relationship established. For a shock in the GDP-energy consumption system, there is a 15.6% rate of adjustment to equilibrium. In the short-run, an increase in electricity consumption by 1% induces an increase in GDP growth by 0.69%. In addition, the diagnostics test shows that ECM model residuals have a constant variance, no correlation and normally distributed. In the long-run, electricity consumption has a positive effect on GDP growth. Granger causality test is used to determine the direction of causal link between the variables. The study provides evidence of unidirectional causal flow from GDP to electricity consumption at 10% confidence level. But there exists no causal flow from electricity consumption to GDP. Kenya is confirmed to fall in the conservation hypothesis. This implies that economic growth plays a critical role in electricity consumption growth rate.\",\"PeriodicalId\":244756,\"journal\":{\"name\":\"Journal of Energy Research and Reviews\",\"volume\":\"59 45\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-01-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Energy Research and Reviews\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.9734/jenrr/2024/v16i1329\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Energy Research and Reviews","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.9734/jenrr/2024/v16i1329","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
本研究的目的是利用 ARDL 约束框架,分析 1990 年至 2022 年样本期间肯尼亚经济增长与电力消费之间存在的因果关系。从技术上讲,这需要确定两个变量之间是否存在短期动态、长期均衡关系和因果联系。ARDL 约束 F 检验用于估计变量之间是否存在长期均衡关系以及短期动态关系。在 10%的置信水平下,由于计算出的 F 统计量大于上限 I(1),研究提供了经济增长与电力消费之间存在长期均衡关系的证据。ARDL 约束 F 检验得出的误差修正模型表明了短期动态关系,其误差修正项为负,且在 5%的水平上显著。该误差项符合所建立的长期均衡关系的临界条件。对于国内生产总值-能源消耗系统的冲击,平衡调整率为 15.6%。在短期内,电力消费每增加 1%,就会导致国内生产总值增长 0.69%。此外,诊断测试表明,ECM 模型残差具有恒定方差、无相关性和正态分布。从长期来看,电力消费对 GDP 增长有正向影响。格兰杰因果检验用于确定变量之间的因果联系方向。在 10%的置信水平上,研究提供了从 GDP 到用电量的单向因果流动证据。但从用电量到国内生产总值之间不存在因果关系。肯尼亚被证实属于保护性假设。这意味着经济增长对用电量增长率起着至关重要的作用。
Electricity Consumption and Economic Growth in Kenya: an ARDL Bound Test Approach
The purpose of this study is to analyze the causal relationship that exist between economic growth and electricity consumption in Kenya for the sample period 1990 to 2022 using ARDL bound framework. Technically, it entails determining the existence of a short run dynamics, long-run equilibrium relationship and causal link between the two variables. ARDL bound F-test is used to estimate the existence of a long-run equilibrium relationship as well as the short-term dynamics that exists between the variables. At 10% confidence level, the study provides evidence of the existence of a long-run equilibrium relationship between economic growth and electricity consumption as the calculated F statistics is greater than the upper bound I(1). The Error correction model from the ARDL bound F-test which indicates the short run dynamics, has an error correction term that is negative and significant at 5% level. The error term meets the threshold conditions to agree with the long-run equilibrium relationship established. For a shock in the GDP-energy consumption system, there is a 15.6% rate of adjustment to equilibrium. In the short-run, an increase in electricity consumption by 1% induces an increase in GDP growth by 0.69%. In addition, the diagnostics test shows that ECM model residuals have a constant variance, no correlation and normally distributed. In the long-run, electricity consumption has a positive effect on GDP growth. Granger causality test is used to determine the direction of causal link between the variables. The study provides evidence of unidirectional causal flow from GDP to electricity consumption at 10% confidence level. But there exists no causal flow from electricity consumption to GDP. Kenya is confirmed to fall in the conservation hypothesis. This implies that economic growth plays a critical role in electricity consumption growth rate.