International journal of advanced smart convergence

The Institute of Internet, Broadcasting and Communication (한국인터넷방송통신학회)
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A Study on the Calculation and Provision of Accruals-Quality by Big Data Real-Time Predictive Analysis Program

  • Shin, YeounOuk (Department of Business Administration, Mokpo National University)
  • Received : 2019.09.02
  • Accepted : 2019.09.11
  • Published : 2019.09.30
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Abstract

Accruals-Quality(AQ) is an important proxy for evaluating the quality of accounting information disclosures. High-quality accounting information will provide high predictability and precision in the disclosure of earnings and will increase the response to stock prices. And high Accruals-Quality, such as mitigating heterogeneity in accounting information interpretation, provides information usefulness in capital markets. The purpose of this study is to suggest how AQ, which represents the quality of accounting information disclosure, is transformed into digitized data in real-time in combination with IT information technology and provided to financial analyst's information environment in real-time. And AQ is a framework for predictive analysis through big data log analysis system. This real-time information from AQ will help financial analysts to increase their activity and reduce information asymmetry. In addition, AQ, which is provided in real time through IT information technology, can be used as an important basis for decision-making by users of capital market information, and is expected to contribute in providing companies with incentives to voluntarily improve the quality of accounting information disclosure.

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References

  1. P. M. Dechow, "Accounting Earnings and Cash Flows as Measures of Firm Performance: The Role of Accounting Accruals," Journal of Accounting and Economics, Vol. 18, No. 1, pp. 3-42, July. 1994. DOI: https://doi.org/10.1016/0165-4101(94)90016-7
  2. R. Lambert, C. Leuz, and R. E. Verrecchia, "Accounting Information, Disclosure, and the Cost of Capital," Journal of Accounting Research, Vol. 45, No. 2, pp. 1-46, May. 2007. DOI: https://doi.org/10.1111/j.1475-679X.2007.00238.x
  3. U.Bhattacharya, H. Daouk, and M. Welker, "The World Pricing of Earnings Opacity," Accounting Review, Vol. 78, No. 3, pp. 641-678, July. 2003. DOI: https://doi.org/10.2308/accr.2003.78.3.641
  4. J. Francis, R. LaFond, P. M. Olsson, and K. Schipper, "Costs of Equity and Earnings Attributes," Accounting Review, Vol. 79, No. 4, pp. 967-1010, Oct. 2004. DOI: https://doi.org/10.2308/accr.2004.79.4.967
  5. J. Francis, R. LaFond, P. M. Olsson, and K. Schipper, "The Market Pricing of Accruals Quality," Journal of Accounting and Economics, Vol. 39, No. 2, pp. 295-327, June. 2005. DOI: https://doi.org/10.1016/j.jacceco.2004.06.003
  6. G. C. Biddle and G. Hilary, "Accounting Quality and Firm-level Capital Investment," Accounting Review, Vol. 81, No. 5, pp. 963-982, Oct. 2006. DOI: https://doi.org/10.2308/accr.2006.81.5.963
  7. R. S. Verdi, "Financial Reporting Quality and Investment Efficiency," Massachusetts Institute of Technology, Working Paper, pp. 1-55, Sep. 2006.
  8. M. Barth, Y. Konchitchki, and W. Landsman, "Cost of Capital and Financial Statement Transparency, Stanford University, Working Paper, 2006.
  9. N. Bhattacharya, H. Desai, and K. Venkataraman, "Earnings Quality and Information Asymmetry : Evidence from Trading Costs," Contemporary Accounting Research, Vol. 30, No. 2, pp. 425-437, June. 2013. DOI: https://doi.org/10.1111/j.1911-3846.2012.01161.x
  10. P. M. Dechow and I. D. Dichev, "The Quality of Accruals and Earnings: The Role of Accrual Estimation Errors," Accounting Review, Vol. 77, No. s-1, pp. 35-59, 2002. DOI: https://doi.org/10.2308/accr.2002.77.s-1.35
  11. W. R. Guay, S. P. Kothari, and R. L. Watts, "A market-based evaluation of discretionary accrual models," Journal of accounting research, Vol. 34, pp. 83-105, 1996. DOI: https://www.jstor.org/stable/2491427 https://doi.org/10.2307/2491427
  12. V. L. Bernard and D. J. Skinner, "What motivates managers' choice of discretionary accruals?," Journal of Accounting and Economics, Vol. 22, No. 1-3, pp. 313-325, Aug-Dec. 1996, DOI: https://doi.org/10.1016/S0165-4101(96)00431-4
  13. K. R. Subramanyan, "The Pricing of Discretionary Accruals," Journal of Accounting and Economics, Vol. 22, No. 1-3, pp. 249-281, Aug-Dec. 1996. DOI: https://doi.org/10.1016/S0165-4101(96)00434-X
  14. M. F. McNichols, "Discussion of the Quality of Accural and Earnings: the Role of Accrual Estimation Errors," Accounting Review, Vol. 77, No. s-1, pp. 61-69, 2002. DOI: https://doi.org/10.2308/accr.2002.77.s-1.61
  15. D. Givoly, C. K. Hayn, and S. P. Katz, "Does public ownership of equity improve earnings quality?," The Accounting Review, Vol. 85, No. 1, pp. 195-225, Jan. 2010. DOI: https://doi.org/10.2308/accr.2010.85.1.195
  16. O. K. Hope, W. B. Thomas, and D. Vyas, "Financial reporting quality of U.S. private and public firms," The Accounting Review, Vol. 88, No. 5, pp. 1715-1742, Sep. 2013. DOI: https://doi.org/10.2308/accr-50494
  17. O. Barron, O. Kim, S. Lim, and D. Stevens, "Using analysts' forecasts to measure properties of analysts' information environment," The Accounting Review, Vol. 73, No. 4, pp. 421-433. Oct. 1998. DOI: https://www.jstor.org/stable/248184
  18. E. Imhoff and G. Lobo, "The Effect of Exante Earnings Uncertainty on Earnings Response Coefficients," The Accounting Review, Vol. 67, No. 2, pp. 427-439, Apr 1992. DOI: https://www.jstor.org/stable/247734