Media sentiment, news and liquidity of Chinese property developer stocks amidst the shadow of a mortgage crisis in China

IF 2.7 4区 管理学 Q2 BUSINESS
Sergei Gurov, Tamara Teplova
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Abstract

Purpose The study examines the relationship between news intensity, media sentiment and market microstructure invariance-implied measures of trading activity and liquidity of Chinese property developer stocks during the 2020–2022 Chinese property sector crisis. Design/methodology/approach The authors adopt the extension of the news article invariance hypothesis, which is a generalization of the market microstructure invariance conjecture, from January 2020 to January 2022 to test specific quantitative relationships between the arrival rate of public information, trading activity and a nonlinear function of a proxy for the probability of informed trading. Empirical tests are based on a dataset of 22,412 firm-day observations and two count-data models to correct for overdispersion and the excess number of zeros. Seventy-five stocks of Chinese companies from the property development industry (including the China Evergrande Group) were included in the sample. Findings The authors reject the news article invariance hypothesis but document a positive and significant relationship between the flow of public information and risk liquidity. Additionally, the authors find that the proxy for informed trading activity is positively related to the arrival rates of public information from October 2021 to January 2022. Originality/value The findings support the hypothesis that negative (positive) media sentiment induces significant deterioration (insignificant improvement) in stock liquidity. The authors find that an increase in the number of news articles about a company corresponds to a higher liquidity of Chinese property developers' stocks after controlling for media sentiment.
在中国抵押贷款危机的阴影下,媒体情绪、新闻和中国房地产开发商股票的流动性
本研究考察了2020-2022年中国房地产行业危机期间中国房地产开发商股票交易活动和流动性的隐含衡量指标——新闻强度、媒体情绪和市场微观结构不变性之间的关系。设计/方法/方法作者采用新闻文章不变性假设的扩展,这是市场微观结构不变性猜想的概括,从2020年1月到2022年1月,以检验公共信息到达率,交易活动和知情交易概率代理的非线性函数之间的具体定量关系。经验性检验基于22,412个工作日观测数据集和两个计数数据模型,以纠正过度分散和过多的零。75只中国房地产开发行业的股票(包括中国恒大集团)被纳入样本。研究发现,作者否定了新闻文章不变性假说,但证明了公共信息流与风险流动性之间存在显著的正相关关系。此外,作者发现,从2021年10月到2022年1月,知情交易活动的代理与公共信息的到达率呈正相关。研究结果支持负面(正面)媒体情绪导致股票流动性显著恶化(不显著改善)的假设。作者发现,在控制了媒体情绪后,有关一家公司的新闻文章数量增加,对应于中国房地产开发商股票的流动性增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.90
自引率
14.80%
发文量
206
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