股票市场形势与经济增长——一种评估相关性的尝试

Michał Radke
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引用次数: 0

摘要

本文的目的:本文的主要目的是分析股票市场状况与实体经济之间的关系,通过股票市场收益率与欧洲资本市场GDP增长率之间的相关强度来衡量。下一个目标是回答这样一个问题:股市指数的变化是否领先于GDP的变化?如果领先,GDP的变化幅度有多大?作者的假设规定证券交易情况先于经济活动的变化,并作为经济活动变化的预测。方法:以欧洲20个国家2010年至2021年第一季度的股票指数季度数据值和GDP为基础进行实证研究。对于指数和GDP,计算了收益率和GDP的季度动态。股票交易所指数的价值数据来自网站www.stooq.pl,而GDP数据来自欧盟统计局(Eurostat)。随后,在Pearson相关系数的基础上,分析了变量之间的相关关系。计算这些变量之间的相关性时没有延迟,即使股票指数的回报率延迟了1 / 4、2 / 4或3 / 4。研究结果表明:股指价值的变化与GDP的变化在大多数情况下呈显著的正相关关系,但相关性较低且适中。唯一观察到显著相关性的市场是波兰市场。同时,可以这样说,股票交易所指数的收益率比GDP的变化早一个季度或三个季度。在分析的国家中,两个季度没有观察到变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Stock Market Situation and Economic Growth – An Attempt to Assess the Dependence
The aim of the article: The main aim of the article is to analyze the relationship between the stock market situation and the real economy, measured by the strength of the correlation between the rate of return on the stock market and the rate of GDP growth in European capital markets. The next objective is to answer the question whether the stock market index changes are ahead of, and if so, by how much, GDP changes. The author’s hypothesis stipulates that the stock exchange situation precedes the change in economic activity and serves as its forecast. Methodology: The empirical research work was carried out on the basis of quarterly data value of the stock index and the GDP between 2010 and the first quarter of 2021 for 20 European countries. For indices and GDP, the quarterly dynamics of the rate of return and GDP were calculated. Data on the value of the stock exchange index was taken from the website www.stooq.pl, while data on GDP was taken from Eurostat. Subsequently, the analysis concerned the correlation relationships between the variables on the basis of the Pearson correlation coefficient. The correlation between the variables was calculated without delay, as well as with a delay of one, two or three quarters of the returns on stock indices. Results of the research: Changes in the value of the stock exchange index is in most cases positively correlated with the change in GDP and the correlation is pronounced, but it is low and moderate. The only market for which a significant correlation was observed, was the Polish market. At the same time, it can be stated that the rates of return on the stock exchange index precede a change in GDP by one or three quarters. No changes were observed for the analyzed countries for two quarters.
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