{"title":"Public Expenditure Shocks and Human Capital Development in the Presence of Structural Breaks: Evidence from Nigeria","authors":"Ndubuisi Jeffery Jamani, Issac Ukarin","doi":"10.2139/ssrn.3588417","DOIUrl":null,"url":null,"abstract":"The study examines the impact of public expenditure shocks on human capital development in in the Presence of Structural Breaks: Evidence from Nigeria. The nature of this study necessitates the use of a time–series research design and an extensive reliance on secondary data sourced from the Central Bank of Nigeria (CBN) statistical bulletins, for the period 1981-2018. The method of data analysis utilized a battery of econometric applications often used in most contemporary economic time-series studies. First, the descriptive and correlation analysis is presented. After that the Augmented Dickey Fuller (ADF) unit root test and Zivot and Andrews Unit root for structural breaks is applied and this is followed by the co-integration test both with and without structural breaks. The Wald test for significance of the structural breaks was also employed and then the Variance Autoregressive (VAR) technique is then utilized. Finally, the impulse-response functions is conducted The study findings reveal that response of HCAP to innovations in HEXP is shown to exhibit oscillations over the period horizon with initial declines showing in the 1st quarter after the shock. An immediate rebound in HCAP response is observed beginning from the 2nd quarter after the shock and this positive rebound is sustained up to 10th quarter after the shock. However, one standard deviation shocks to EDEXP is seen to have immediate positive effects on HCAP lasting till 2-3 quarters after the shock and then followed by a decline sustained at a little below the baseline and declining further in the 7th quarter but again we see a slight rebound which reverts. On the overall, the shocks shows high potentials for asymptotic convergence and stability in HCAP. However, the response of HCAP to investment shocks is the most destabilizing. Furthermore, we observe that the impulse response functions are robust to structural breaks. The evidence of structural breaks reveals few instances of variations with the main analysis without breaks especially in relation the public expenditure. The result shows that, with the inclusion of breaks, the sustained positive effect in HCAP of a one standard deviation shock in HEXP is still observed and also sustained up to 10th quarter after the shock. Again just like in the case of no structural breaks, we also find that the shocks in EDEXP shows high potentials for asymptotic convergence and stability in the response of HCAP but in the case of investment, we find some differences in the response of HCAP comparing with and without structural breaks. The study recommends that need for government to ensure efficiency in public expenditures.","PeriodicalId":247622,"journal":{"name":"ERN: Fiscal & Monetary Policy in Developing Economies (Topic)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ERN: Fiscal & Monetary Policy in Developing Economies (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3588417","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The study examines the impact of public expenditure shocks on human capital development in in the Presence of Structural Breaks: Evidence from Nigeria. The nature of this study necessitates the use of a time–series research design and an extensive reliance on secondary data sourced from the Central Bank of Nigeria (CBN) statistical bulletins, for the period 1981-2018. The method of data analysis utilized a battery of econometric applications often used in most contemporary economic time-series studies. First, the descriptive and correlation analysis is presented. After that the Augmented Dickey Fuller (ADF) unit root test and Zivot and Andrews Unit root for structural breaks is applied and this is followed by the co-integration test both with and without structural breaks. The Wald test for significance of the structural breaks was also employed and then the Variance Autoregressive (VAR) technique is then utilized. Finally, the impulse-response functions is conducted The study findings reveal that response of HCAP to innovations in HEXP is shown to exhibit oscillations over the period horizon with initial declines showing in the 1st quarter after the shock. An immediate rebound in HCAP response is observed beginning from the 2nd quarter after the shock and this positive rebound is sustained up to 10th quarter after the shock. However, one standard deviation shocks to EDEXP is seen to have immediate positive effects on HCAP lasting till 2-3 quarters after the shock and then followed by a decline sustained at a little below the baseline and declining further in the 7th quarter but again we see a slight rebound which reverts. On the overall, the shocks shows high potentials for asymptotic convergence and stability in HCAP. However, the response of HCAP to investment shocks is the most destabilizing. Furthermore, we observe that the impulse response functions are robust to structural breaks. The evidence of structural breaks reveals few instances of variations with the main analysis without breaks especially in relation the public expenditure. The result shows that, with the inclusion of breaks, the sustained positive effect in HCAP of a one standard deviation shock in HEXP is still observed and also sustained up to 10th quarter after the shock. Again just like in the case of no structural breaks, we also find that the shocks in EDEXP shows high potentials for asymptotic convergence and stability in the response of HCAP but in the case of investment, we find some differences in the response of HCAP comparing with and without structural breaks. The study recommends that need for government to ensure efficiency in public expenditures.
该研究考察了在存在结构性断裂的情况下,公共支出冲击对人力资本发展的影响:来自尼日利亚的证据。本研究的性质需要使用时间序列研究设计,并广泛依赖于1981-2018年期间来自尼日利亚中央银行(CBN)统计公报的二手数据。数据分析方法利用了在大多数当代经济时间序列研究中经常使用的一系列计量经济学应用。首先,进行了描述性和相关性分析。然后对结构断裂进行增广Dickey Fuller (ADF)单位根检验和Zivot and Andrews单位根检验,然后对有无结构断裂进行协整检验。还采用了Wald检验结构断裂的显著性,然后使用方差自回归(VAR)技术。研究结果表明,HCAP对HEXP创新的响应在一段时间内呈现振荡,在冲击后的第一季度出现初始下降。从冲击后的第二季度开始,观察到HCAP反应的立即反弹,这种积极的反弹持续到冲击后的第十季度。然而,对EDEXP的一个标准差冲击被认为对HCAP有直接的积极影响,这种影响持续到冲击后的2-3个季度,然后持续下降,略低于基线,并在第7季度进一步下降,但我们再次看到一个轻微的反弹。总体而言,冲击在HCAP中显示出较高的渐近收敛和稳定性潜力。然而,HCAP对投资冲击的反应是最不稳定的。此外,我们观察到脉冲响应函数对结构断裂具有鲁棒性。结构性断裂的证据表明,在没有断裂的情况下,与主要分析的变化很少,特别是在公共支出方面。结果表明,在包含中断的情况下,在HEXP中仍然观察到一个标准差的冲击对HCAP的持续积极影响,并且在冲击后持续到第10个季度。同样,就像在没有结构性断裂的情况下一样,我们也发现EDEXP中的冲击在HCAP的响应中表现出很高的渐近收敛和稳定性潜力,但在投资的情况下,我们发现HCAP在有和没有结构性断裂的情况下的响应有所不同。该研究建议政府有必要确保公共支出的效率。