Smells Like Animal Spirits: The Effect of Corporate Sentiment on Investment

Gianni La Cava
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引用次数: 1

Abstract

Economists have long been interested in the effect of business sentiment on economic activity. Using text analysis, I construct a new company-level indicator of sentiment based on the net balance of positive and negative words in Australian company disclosures. I find that company-level investment is very sensitive to changes in this corporate sentiment indicator, even controlling for fundamentals, such as Tobin's Q and expected profits, as well as controlling for measures of company-level uncertainty. I explore the mechanisms that link investment to sentiment. The conditional relationship could be because sentiment proxies for private information held by managers about the future prospects of the company or because of animal spirits among managers relative to investors. I find that the effect of sentiment on investment is relatively persistent, which is consistent with the private information story, albeit less persistent than other news shocks, such as Tobin's Q. But the effect of sentiment on investment is not any stronger at 'opaque' companies in which managers are likely to be better informed than investors, which argues against the private information story. Corporate investment has been weak in Australia since the global financial crisis (GFC) and demand-side factors, such as lower sales growth, explain more than half of this persistent weakness. Low sentiment and heightened uncertainty weighed on investment during the GFC but have been less important factors since then.
闻起来像动物精神:企业情绪对投资的影响
长期以来,经济学家一直对商业情绪对经济活动的影响感兴趣。本文运用文本分析的方法,基于澳大利亚公司信息披露中积极词汇和消极词汇的净平衡,构建了一个新的公司级情绪指标。我发现公司层面的投资对这个企业情绪指标的变化非常敏感,甚至控制基本面,如托宾Q和预期利润,以及控制公司层面的不确定性指标。我探索了将投资与情绪联系起来的机制。这种有条件的关系可能是因为情绪代表了经理人对公司未来前景的私人信息,也可能是因为经理人相对于投资者的动物精神。我发现情绪对投资的影响是相对持久的,这与私人信息故事是一致的,尽管没有其他新闻冲击(如托宾q)那么持久。但情绪对投资的影响在“不透明”公司中并不强,在这些公司中,经理可能比投资者更了解情况,这与私人信息故事相反。自全球金融危机以来,澳大利亚的企业投资一直疲软,而销售增长放缓等需求方面的因素是造成这种持续疲软的一半以上原因。在全球金融危机期间,低迷的情绪和不确定性加剧对投资构成了压力,但自那以来,这些因素的重要性有所下降。
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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