Interconnected multilayer networks: Quantifying connectedness among global stock and foreign exchange markets

This paper proposes a novel interconnected multilayer network framework based on variance decomposition and block aggregation technique, which can be further served as a tool of linking and measuring cross-market and within-market contagion. We apply it to quantifying connectedness among global stock and foreign exchange (forex) markets, and demonstrate that measuring volatility spillovers of both stock and forex markets simultaneously could support a more comprehensive view for financial risk contagion. We find that (i) stock markets transmit the larger spillovers to forex markets, (ii) the French stock market is the largest risk transmitter in multilayer networks, while some Asian stock markets and most forex markets are net risk receivers, and (iii) interconnected multilayer networks could signal the financial instability during the global financial crisis and the COVID-19 crisis. Our work provides a new perspective and method for studying the cross-market risk contagion.     

Financial openness and profitability premium: Causal evidence from the Shanghai-Hong Kong Stock Connect

This study explores the impact of capital market openness on the profitability premium by using the Shanghai-Hong Kong Stock Connect (SHKSC) programme as an exogenous shock. The empirical results show that (1) we can basically rule out the mispricing mechanism driving the significant profitability premium in China; (2) following SHKSC, the expected stock returns increase more across less profitable firms, and the less profitable firms have more increases in illiquidity, capital structure and information disclosure quality; and (3) the results are still robust after using propensity score matching analysis, deleting the highly volatile periods and conducting a firm-level test with the triple-differencing design.     

World equity markets and COVID-19: Immediate response and recovery prospects

Following the spread of the COVID-19 pandemic, most global equity market indices experienced significant falls. Recognizing the severe economic impacts of the pandemic, starting from mid-March, many governments announced unprecedented economic rescue packages, which appear to restore investors’ confidence, given the recoveries recorded in most stock markets. However, the recovery performance significantly varies across countries. This paper provides an empirical analysis on what may explain this variation in the recovery performance observed in equity markets across countries. We find that among different types, fiscal stimulus supports seem to be strongly and positively associated with higher recovery that may justify more targeted fiscal supports for the real sector firms to restore investors’ confidence. We also find that the severity of the outbreak, reliance more on natural resource and tourism revenues are negatively associated with countries’ stock market recovery performance.     

汇率与股价关系研究最新进展述评

有关汇率与股价关系的最新研究,归纳起来主要有四个发展方向:一是传统宏观经济一般均衡分析方法的拓展,在以往的开放宏观经济均衡模型中将汇率与股价作为宏观经济中重要的解释变量,强化对客观经济运行的考察;二是具有微观基础的均衡分析,包括资产组合平衡与新开放宏观经济两个分析框架下的汇率与股价关系研究;三是从市场的微观结构理论对汇率与股价这两种资产价格进行模型化;四是影响汇率与股价关系的相关因素的分析。本文按照这四个方面进行文献梳理,并进行简要评述。     

Stock Price Index and Exchange Rate Nexus in African Markets

This paper examines the relationship between stock price index and exchange rate in six African markets using monthly data for the period January 2007 to October 2015. A quantile regression approach is used. This methodology is shown to perform better than the ordinary least squares estimators, particularly when the conditional distribution is heterogeneous. Our empirical evidence reveals an interesting pattern in the association of these two financial markets in Africa, which shows that the negative relationship between stock and foreign exchange markets is more apparent when exchange rates are extremely low or high. The negative relationship between the two variables is in line with the portfolio balance effect.     

Herding behavior in the Pakistan stock exchange: Some new insights

This study attempts to examine the presence of herding behavior in the Pakistan Stock Exchange (PSX). The novel contribution of this paper is that it investigates the herding phenomenon from a large number of facets such as herding of firms towards market, herding of firms towards industry portfolios, herding of industry portfolios towards market, herding in mostly traded stocks and in large and small stocks, and herding in the crisis period. For this purpose, we use the herding behavior model of Christie and Huang (1995) on the daily closing prices data of 609 firms listed on the PSX from January 2004 to December 2013. Results show that individual firms do not herd towards market index, except when the market experiences a negative return of 5%. However, when we sort firms into small and large groups based on median market capitalization, results indicate that large firms show herding behavior in extreme market movements. Further, we find that firms in several industries herd towards their industry portfolios. However, we find weak evidence of industry portfolios herding towards the market. We also segregate the impact of financial crisis of 2008 from normal times. These findings support results of our baseline estimation.     

央行货币政策报告文本信息、宏观经济与股票市场

本文利用金融情感词典和文本分析技术,分析中国人民银行货币政策执行报告的文本情绪、文本相似度和文本可读性等多维文本信息,刻画央行货币政策执行报告的文本特征,探究货币政策报告的文本信息与宏观经济和股票市场的关系。实证研究发现,货币政策报告的文本情绪的改善会引起显著为正的股票市场价格反应,报告文本相似度的增加会引起股票市场波动性的显著降低,报告可读性对公布后股票市场的波动性影响不显著。货币政策报告文本情绪还与诸多宏观经济指标显著相关。进一步研究发现,引起股票市场显著反应的是报告文本情绪中反映货币政策指引的部分,而反映宏观经济历史状态的部分对股票市场的影响不显著。本文从文本大数据分析角度证明了我国央行沟通的有效性,对国内央行沟通相关研究形成了有益补充。     

股票、股指期货跨市场信息监管的国际比较及借鉴

股指期货推出后,股票市场和股指期货市场跨市场信息监管成为金融监管机构亟待解决的问题。本文以金融市场微观结构理论和信息经济学为基础,结合股指期货和股票市场的风险关联特性,研究信息在股指期货市场和股票市场传导的一般规律,并分析了跨市场信息监管在信息传导过程中的作用;以此为基础,分析比较了海外证券市场跨市场信息监管具体运作体系,并结合我国证券市场特殊性提出我国股票市场和股指期货市场跨市场信息监管框架、流程和以跨市场信息监管为核心的监管手段。     

上市公司股利分配理性化引导

本文认为,我国上市公司股利不分配股利的公司居多,且分配股利的以股票股利为主,现金股利的支付水平极低。这种非理性化股利政策对我国上市公司、投资者和资本市场均造成了极为不利的影响。为此,迫切需要尽快将上市公司的股利分配引导到理性状态。