马来西亚宏观经济要素的动态:对因果分析的进一步洞察

Dayang Hummida Abang Abdul Rahman, Nuzaihan Majidi, J. Kasuma, Yusman Yacob, D. A. A. Marikan
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引用次数: 2

摘要

本文旨在探讨马来西亚国内生产总值(GDP)增长、人口和失业之间的因果关系。根据对马来西亚历史数据的观察,多年来,这些宏观经济因素中的每一个都有明显的变化。在同一领域内,过去的文献已经说明了每个变量之间存在因果关系的可能性的各种模式。从马来西亚经济的角度出发,进行了几个阶段的分析来验证因果效应的存在,其中包括采用增强的Dickey Fuller (ADF)、philips - perron (PP)和kwiatkowski - philips - schmidt - shin (KPSS)程序的单位根检验,其次是使用E-views软件的Johansen和Juselius协整检验和基于矢量误差修正模型(VECM)的granger因果检验。每个程序都使用马来西亚从1980年到2013年从马来西亚统计局获得的三个要素的时间序列数据进行。我们的研究结果显示,有一个协整检测到测试变量;结果表明,人口在短期内可以格兰杰导致失业。进一步发现,在测试的框架内,失业只承担短期调整对实现长期均衡的影响。这项研究对于政策制定者理解因果关系背后的原因很重要,因为因果关系可能会危及马来西亚的失业率。由于特别注意三个变量,特别是国内生产总值、人口和失业,这项研究的目的是扩大在同一宏观经济学领域内进一步调查的前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Dynamic of Macroeconomics Elements in Malaysia: Further Insight into Causality Analysis
This paper intends to explore the causality effect between Growth Domestic Product (GDP), population and unemployment in Malaysia. Based on the observation of Malaysia’s historical data, there is a distinct movement in each of these individual macroeconomics components over the years. Past literature within the same area has illustrated various patterns on the possibility of a causal relationship that each variable has on one another. Several stages of analysis are conducted to verify the presence of causality effect from Malaysian economic perspective, which includes unit root test that employs the Augmented Dickey Fuller (ADF), Phillips-Perron (PP) and Kwiatkowski-Phillips-Schmidt-Shin (KPSS) procedures, followed by Johansen and Juselius test of cointegration and Granger-causality test based on Vector Error Correction Model (VECM) using E-views software. Each procedure is conducted using Malaysia’s time series data for each of the three elements from 1980 to 2013 obtained from Malaysia’s Department of Statistics. Our findings revealed that there is one cointegration detected for the tested variables; whereas the results indicate that population can Granger cause unemployment in the short run. Furthermore, it is found that unemployment solely bears the effect from short run adjustment to bring about the long run equilibrium within the tested framework. This study is important for the policy maker to understand the reason behind the causality effect that could jeopardize the rate of unemployment in Malaysia. As the attention is given specifically to three variables particularly GDP, population and unemployment, this study is aimed at broadening the prospect for further investigation within the same area of macroeconomics.
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