The endogeneity of profitability and investment

IF 1.9 Q2 BUSINESS, FINANCE Review of Quantitative Finance and Accounting Pub Date : 2024-09-19 DOI:10.1007/s11156-024-01357-2
Peter Chinloy, Matthew Imes
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Abstract

In academic research, stock returns are frequently regressed on financial variables such as profitability, value, and investment. Managers, who are incentivized through equity compensation, may make decisions which affect financial variables. If such decisions are endogenous, statistical significance in the financial variable coefficient estimates may stem from correlation rather than causation. This study presents a causality framework between U.S. firm decisions and stock returns. A set of instruments is first correlated with stock returns. When fitted values predict returns, there is a confirmed anomaly. Fitted values then replace profitability, investment, and investment growth. Return significance falls by more than half for profitability and investment, while its predicted growth is insignificant. Vector autoregressions and graphic analysis confirm the flow of causality from predicted profitability and investment to stock returns.

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盈利能力与投资的内生性
在学术研究中,股票回报率经常与盈利能力、价值和投资等财务变量进行回归。通过股权薪酬激励的管理者可能会做出影响财务变量的决策。如果这些决策是内生的,那么财务变量系数估计值的统计意义可能来自相关性而非因果关系。本研究提出了美国公司决策与股票回报之间的因果关系框架。首先将一组工具与股票收益率相关联。当拟合值预测回报率时,就会确认异常。然后用拟合值替代盈利能力、投资和投资增长。盈利能力和投资的收益显著性下降了一半以上,而其预测的增长却不显著。向量自回归和图形分析证实了从预测盈利能力和投资到股票回报的因果关系。
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来源期刊
CiteScore
3.20
自引率
17.60%
发文量
87
期刊介绍: Review of Quantitative Finance and Accounting deals with research involving the interaction of finance with accounting, economics, and quantitative methods, focused on finance and accounting. The papers published present useful theoretical and methodological results with the support of interesting empirical applications. Purely theoretical and methodological research with the potential for important applications is also published. Besides the traditional high-quality theoretical and empirical research in finance, the journal also publishes papers dealing with interdisciplinary topics.
期刊最新文献
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