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Stock Price Predictability of Financial Ratios and Macroeconomic Variables: A Regulatory Perspective

Authors
곽승욱김용석
Issue Date
Dec-2013
Publisher
대한산업공학회
Keywords
Financial Ratios; Macroeconomic Variables; Sarbanes-Oxley Act; Proxy Beta; Logistic Regression
Citation
Industrial Engineering & Management Systems, v.12, no.4, pp 406 - 415
Pages
10
Journal Title
Industrial Engineering & Management Systems
Volume
12
Number
4
Start Page
406
End Page
415
URI
https://scholarworks.sookmyung.ac.kr/handle/2020.sw.sookmyung/11450
DOI
10.7232/iems.2013.12.4.406
ISSN
1598-7248
2234-6473
Abstract
The present study examines a set of financial ratios in predicting the up or down movements of stock prices in the context of a securities law, the Sarbanes-Oxley Act of 2002 (SOA), controlling for macroeconomic variables. Using the logistic regression with proxy betas to alleviate the incompatibility problem between the firm-specific financial ratios and macroeconomic indicators, we report evidence that financial ratios are meaningful predictors of stock price changes, which subdue the influence of croeconomic indicators on stock returns, and more importantly that the SOA truly improves the stock price predictability of financial ratios for the markup sample. The empirical results further suggest that industry and time effects exist and that for the markdown sample the SOA actually deteriorates the predictive power of financial ratios.
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