首次公开发行决策中的管理层过度自信及其对宏观动力学和金融稳定性的影响:基于代理模型的分析

A. Szyszka, M. Rzeszutek, Stanislas Augier, A. Godin
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摘要

本研究旨在连接两股文献,即行为公司金融学和基于代理人的宏观经济学,以评估管理层过度自信在微观和宏观层面的影响。更具体地说,我们建立了一个宏观经济的基于主体的模型(ABM),针对波兰的具体情况进行校准,以探讨在首次公开发行(IPO)决策的背景下,高层企业管理者的过度自信是否对以这种方式管理的公司有害,对于波兰的金融市场动态和选定的宏观经济指标。我们根据管理层过度自信的程度建立了具有不同IPO决策标准的异质企业模型。我们的模型还包括与实体经济相互作用的银行业和股市。我们发现过度自信对宏观和微观的影响是矛盾的。过度自信的公司在产出方面比其他公司表现得更好。但它们也更容易受到股市波动的影响,这使它们更有可能违约。过度乐观企业违约率上升对银行业产生负面影响,增加了金融不稳定性。反过来,金融不稳定损害了整个经济。我们还观察到,尽管过度自信的企业表现出更好的个体绩效,但过度自信的企业比例的增加与总产出的减少有关。最后,我们对政策冲击进行了分析,并表明金融不稳定的加剧可以通过加强银行业监管来抵消。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Managerial Overconfidence in Initial Public Offering Decisions and Its Impact on Macrodynamics and Financial Stability: Analysis Through an Agent-Based Model
This study aims to connect the two strands of literature, i.e. behavioral corporate finance and agent-based macroeconomics to assess the impact of managerial overconfidence both at the micro and at the macro level. More specifically, we build a macroeconomic Agent-Based Model (ABM) calibrated for the specific case of Poland to explore whether overconfidence of top corporate managers in the context of their Initial Public Offering (IPO) decisions is detrimental or not for the firms being managed in that way, for the financial market dynamics and the selected macroeconomic indicators in Poland. We modelled heterogeneous firms with different IPO decision criteria depending on degree of managerial overconfidence. Our model also included a banking sector and a stock market that interact with the real economy. We found that there is a contradiction between the micro and the macro impact of overconfidence. Overconfident firms showed better performances in terms of output than other firms. But they were also more exposed to stock market volatility which makes them more likely to default. Higher default rate of overoptimistic firms negatively impacted the banking sector and increases financial instability. In turn, financial instability harmed the economy as a whole. We also observed that an increase in the proportion of overconfident firms is associated with a decrease in aggregate output although overconfident firms showed better individual performances. Finally, we run policy shocks and show that the increased financial instability can be offset by strengthening regulation of the banking sector.
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