宏观经济因素与内罗毕证券交易所的股价波动性

Fredrick Kinoti Kima, T. Olweny, Timothy Okech
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The research was anchored on four theories and two models namely the Arbitrage pricing theory, Modern portfolio theory, information cascade theory, Fisher’s theory, Efficient market hypothesis and present value model. The research applied a causal research design, which followed the positivism philosophy of research and knowledge creation. The study focused on analyzing the effects of macroeconomic factors on volatility of stock prices of the NSE 20 share index in Nairobi Securities Exchange over a period ranging from 2009 to 2021. The design allowed collection of monthly data on the study variables and time series analysis of the hypothesized relationships between independent and dependent variables and conducted both descriptive statistical analysis and inferential statistical analysis. Descriptive statistical analysis involved generation of central tendency statistics such as mean, minimum and maximum points of the data as well as standard deviations to show the spread of the data from the mean. The inferential statistical analysis utilized in this study was Error Correction Model, guided by the results of cointegration tests. From the descriptive statistical analysis, the study found that between 2009 and 2021, interest rates demonstrated an average of approximately 9.155, inflation averaged around 150.916, foreign exchange rate maintained an average of roughly 94.219, and stock price volatility averaged 0.4%. 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引用次数: 0

摘要

股价波动一直是股市中的一个问题,影响着在内罗毕证券交易所(NSE)上市的公司的股票收益。尽管一些学者已经关注了股价波动大的问题,但这一问题依然存在,并且仍然阻碍着市场的发展。本研究的主要目的是确定宏观经济因素对肯尼亚股市股价波动的影响。具体目标包括:确定通货膨胀对肯尼亚股票市场股票价格的影响;确定利率对肯尼亚股票市场股票价格波动的影响;确定汇率对肯尼亚股票市场股票价格的影响。研究基于四个理论和两个模型,即套利定价理论、现代投资组合理论、信息级联理论、费雪理论、有效市场假说和现值模型。研究采用了因果研究设计,遵循了实证主义的研究和知识创造理念。研究重点是分析 2009 年至 2021 年期间宏观经济因素对内罗毕证券交易所 20 种股票指数股价波动的影响。在设计过程中,收集了研究变量的月度数据,对自变量和因变量之间的假设关系进行了时间序列分析,并进行了描述性统计分析和推断性统计分析。描述性统计分析包括生成中心倾向统计数据,如数据的平均值、最小值和最大值,以及标准偏差,以显示数据与平均值的差值。本研究采用的推理统计分析是以协整检验结果为指导的误差修正模型。通过描述性统计分析,研究发现,2009 年至 2021 年期间,利率平均约为 9.155,通货膨胀率平均约为 150.916,外汇汇率平均约为 94.219,股票价格波动率平均为 0.4%。误差修正模型显示,利率对 NSE 20 股指数的股价波动没有显著影响(β = -0.00034,P.值 = 0.805)。 同样,通货膨胀对 NSE 20 股指的股价波动也没有明显影响(β = -0.0000394,p.值 = 0.218)。 然而,外汇对肯尼亚的股票价格波动有负向的显著影响(β = -0.0139,P.值 = 0.017)。研究得出结论,利率和通货膨胀对肯尼亚股票市场的股价波动没有显著影响,而外汇对股价波动有显著的反向影响。因此,研究建议包括政府、投资者、交易商、政策制定者和金融机构在内的市场参与者应将外汇汇率变动纳入其风险管理策略。应制定适当的措施和政策,如市场断路器和强化风险管理规程,以确保市场平稳运行,并防止因外汇动态变化而出现任何干扰
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Macroeconomic Factors and Stock Price Volatility at Nairobi Securities Exchange
The stock price volatility has been a problem in stock markets affecting the stock returns of firms listed at Nairobi Securities Exchange (NSE). Although some scholars have focused on the issue of high share price volatility, the issue persists and still hinders the development of the market. This study main objective is to determine the effects of macroeconomic factors on volatility of stock prices of stock market in Kenya. The specific objectives are; to establish the effects of inflation on stock prices of stock market in Kenya; to establish the effects of interest rates on volatility of stock prices of stock market in Kenya; and to establish the effects of exchange rates on stock prices of stock market in Kenya. The research was anchored on four theories and two models namely the Arbitrage pricing theory, Modern portfolio theory, information cascade theory, Fisher’s theory, Efficient market hypothesis and present value model. The research applied a causal research design, which followed the positivism philosophy of research and knowledge creation. The study focused on analyzing the effects of macroeconomic factors on volatility of stock prices of the NSE 20 share index in Nairobi Securities Exchange over a period ranging from 2009 to 2021. The design allowed collection of monthly data on the study variables and time series analysis of the hypothesized relationships between independent and dependent variables and conducted both descriptive statistical analysis and inferential statistical analysis. Descriptive statistical analysis involved generation of central tendency statistics such as mean, minimum and maximum points of the data as well as standard deviations to show the spread of the data from the mean. The inferential statistical analysis utilized in this study was Error Correction Model, guided by the results of cointegration tests. From the descriptive statistical analysis, the study found that between 2009 and 2021, interest rates demonstrated an average of approximately 9.155, inflation averaged around 150.916, foreign exchange rate maintained an average of roughly 94.219, and stock price volatility averaged 0.4%. The Error Correction Model revealed that, interest rates have no significant effect on stock price volatility of NSE 20 share index (β = -0.00034, p.value = 0.805).  Similarly, inflation has no significant effect on stock price volatility of NSE 20 share index (β = -0.0000394, p.value = 0.218).  However, foreign exchange has negative and significant effect on stock price volatility in Kenya (β = -0.0139, p.value = 0.017). The study concluded that interest rates and inflation have no significant effect on stock price volatility in Kenyan stock market, while foreign exchange has inverse and significant effect on stock price volatility. Thus, the study recommends that market participants, including government, investors, traders, policy makers and financial institutions, should incorporate foreign exchange rate movements into their risk management strategies. Adequate measures and policies such as market circuit breakers and enhanced risk management protocols should be in place to ensure smooth market operations and prevent any disruptions due to changing foreign exchange dynamics
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