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    This paper examines the effect of earnings quality on credit ratings. This paper uses income smoothing, accounting conservatism, and discretionary accruals as proxies for earnings quality. Prior studies suggest that both income smoothing and conservative accounting are one of the private information to deliver future cash flow of a firm while discretionary accruals is a vehicle to manage reported earnings for manager`s opportunistic behavior (Watts 2003; Healy and Wahlen 1999) Specifically, Francis et al. (2004, 2005) investigates the effect of earnings quality on cost of capital. They estimate several measurements as proxies for earnings quality and find that firms with high earnings quality experience low cost of equity. However, other studies identify a contrast evidence. Subramanyam (1996) suggests that discretionary accruals is a useful channel to inform a manager`s private information. Penman and Zhang (2002) also suggest that conservative accounting may lead to a biased financial reporting due to a unmatched revenues or expense. Meanwhile, a credit rating company is considered as one of the sophisticated agencies to provide a intrinsic value of a firm. The credit companies analyze a firm to determine the credit rating of the firm. Generally, they utilize more sophisticated tools and accounting information on credit rating. Therefore, investigation on the effect of earnings quality with credit company`s perspective is worth exploring. However, a little study is progressed to examine the effect of earnings quality on credit ratings. This paper tends to fill the gap. In this paper, we predict a positive association between income smoothing and conservatism and credit ratings, whereas a negative association between discretionary accruals and credit ratings. To test this prediction, we measure income smoothing using Leuz et al. (2003)`s method, accounting conservatism using Baik and Lee (2004)`s method, and discretionary accruals using Kothari et al. (2005)`s method. The credit rating information comes from KIS-Library. The corporate credit ratings have from 1 point to 10 points. 1 point represents firms with the worst credit rank and 10 points represents firms with the best credit rank. The observations of 11,939 firm-year from 2000 to 2009 are used. We first test the effect of each measurement on credit ratings using OLS regression. Then we analyze a relative effect of each measurement on credit rating. After controlling for credit ratings characteristics, we find that firms with high level of income smoothing are more likely to have a good credit ratings. And firms with more conservative accounting also tend to have a good credit ratings. However, discretionary accruals is negatively associated with credit ratings, which means that firms with greater discretionary accruals experience low credit ratings. These results are consistent to our predictions. We test our hypotheses with more strict methodologies again. we apply a ordered logit test, clusteringadjusted ordered probit regression, clustering tests and Newey and West (1987) for robustness of our findings. Results from these analyse are identical to a main result. In terms of a relative effect of earnings management on credit ratings, a magnitude of discretionary accruals is greater than that of other variables. Especially, a difference between discretionary accruals and other variables is statistically significant, suggesting that a credit rating company considers a aggressive earnings management with more carefully. In sum. our findings suggest that credit companies use earnings quality information when they evaluate a firm`s credit rating. Specifically, both income smoothing and conservative accounting have a positive effect while discretionary accruals has a negative effect on credit ratings. The results of this paper have various implications. The results of this paper suggest that earnings quality has a different effect on credit ratings. That is, credit compani
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    This paper examines the effect of earnings quality on credit ratings. This paper uses income smoothing, accounting conservatism, and discretionary accruals as proxies for earnings quality. Prior studies suggest that both income smoothing and conservat...

    This paper examines the effect of earnings quality on credit ratings. This paper uses income smoothing, accounting conservatism, and discretionary accruals as proxies for earnings quality. Prior studies suggest that both income smoothing and conservative accounting are one of the private information to deliver future cash flow of a firm while discretionary accruals is a vehicle to manage reported earnings for manager`s opportunistic behavior (Watts 2003; Healy and Wahlen 1999) Specifically, Francis et al. (2004, 2005) investigates the effect of earnings quality on cost of capital. They estimate several measurements as proxies for earnings quality and find that firms with high earnings quality experience low cost of equity. However, other studies identify a contrast evidence. Subramanyam (1996) suggests that discretionary accruals is a useful channel to inform a manager`s private information. Penman and Zhang (2002) also suggest that conservative accounting may lead to a biased financial reporting due to a unmatched revenues or expense. Meanwhile, a credit rating company is considered as one of the sophisticated agencies to provide a intrinsic value of a firm. The credit companies analyze a firm to determine the credit rating of the firm. Generally, they utilize more sophisticated tools and accounting information on credit rating. Therefore, investigation on the effect of earnings quality with credit company`s perspective is worth exploring. However, a little study is progressed to examine the effect of earnings quality on credit ratings. This paper tends to fill the gap. In this paper, we predict a positive association between income smoothing and conservatism and credit ratings, whereas a negative association between discretionary accruals and credit ratings. To test this prediction, we measure income smoothing using Leuz et al. (2003)`s method, accounting conservatism using Baik and Lee (2004)`s method, and discretionary accruals using Kothari et al. (2005)`s method. The credit rating information comes from KIS-Library. The corporate credit ratings have from 1 point to 10 points. 1 point represents firms with the worst credit rank and 10 points represents firms with the best credit rank. The observations of 11,939 firm-year from 2000 to 2009 are used. We first test the effect of each measurement on credit ratings using OLS regression. Then we analyze a relative effect of each measurement on credit rating. After controlling for credit ratings characteristics, we find that firms with high level of income smoothing are more likely to have a good credit ratings. And firms with more conservative accounting also tend to have a good credit ratings. However, discretionary accruals is negatively associated with credit ratings, which means that firms with greater discretionary accruals experience low credit ratings. These results are consistent to our predictions. We test our hypotheses with more strict methodologies again. we apply a ordered logit test, clusteringadjusted ordered probit regression, clustering tests and Newey and West (1987) for robustness of our findings. Results from these analyse are identical to a main result. In terms of a relative effect of earnings management on credit ratings, a magnitude of discretionary accruals is greater than that of other variables. Especially, a difference between discretionary accruals and other variables is statistically significant, suggesting that a credit rating company considers a aggressive earnings management with more carefully. In sum. our findings suggest that credit companies use earnings quality information when they evaluate a firm`s credit rating. Specifically, both income smoothing and conservative accounting have a positive effect while discretionary accruals has a negative effect on credit ratings. The results of this paper have various implications. The results of this paper suggest that earnings quality has a different effect on credit ratings. That is, credit compani

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    참고문헌 (Reference)

    1 김문태, "회사채 신용등급의 이익조정 통제효과" 한국증권학회 35 (35): 45-74, 2006

    2 백원선, "회계제도 개혁과 보수주의간의 관계" 한국공인회계사회 52 (52): 197-223, 2010

    3 최관, "회계부정기업의 특성에 관한 연구: 감리지적기업을 중심으로" 한국회계학회 28 (28): 211-243, 2003

    4 김건영, "증권관련 집단소송제도의 도입이 기업의 재무보고에 미친 영향에 관한 연구" 한국회계학회 875-900, 2006

    5 문상혁, "정보비대칭성에 따른 보수주의의 차별적 인식" 한국회계학회 31 (31): 215-242, 2006

    6 최종서, "재량적 발생조정이 이익구성요소의 정보 효과에 미치는 영향" 23 (23): 81-115, 1998

    7 김문철, "이익의 질의 개념에 관한 연구" 8 (8): 221-249, 1999

    8 최종서, "이익유연화가 회계이익 및 현금흐름의 정보가치에미치는 효과" 한국공인회계사회 40 (40): 215-236, 2004

    9 양동훈, "이익유연화가 기업의 부채조달비용에 미치는 영향에 관한 연구" 한국회계학회 16 (16): 57-78, 2007

    10 전영순, "외국인투자자 및 국내 기관투자가의 투자의사결정과 회계이익의 질(Quality)" 한국경영학회 32 (32): 1001-1032, 2003

    1 김문태, "회사채 신용등급의 이익조정 통제효과" 한국증권학회 35 (35): 45-74, 2006

    2 백원선, "회계제도 개혁과 보수주의간의 관계" 한국공인회계사회 52 (52): 197-223, 2010

    3 최관, "회계부정기업의 특성에 관한 연구: 감리지적기업을 중심으로" 한국회계학회 28 (28): 211-243, 2003

    4 김건영, "증권관련 집단소송제도의 도입이 기업의 재무보고에 미친 영향에 관한 연구" 한국회계학회 875-900, 2006

    5 문상혁, "정보비대칭성에 따른 보수주의의 차별적 인식" 한국회계학회 31 (31): 215-242, 2006

    6 최종서, "재량적 발생조정이 이익구성요소의 정보 효과에 미치는 영향" 23 (23): 81-115, 1998

    7 김문철, "이익의 질의 개념에 관한 연구" 8 (8): 221-249, 1999

    8 최종서, "이익유연화가 회계이익 및 현금흐름의 정보가치에미치는 효과" 한국공인회계사회 40 (40): 215-236, 2004

    9 양동훈, "이익유연화가 기업의 부채조달비용에 미치는 영향에 관한 연구" 한국회계학회 16 (16): 57-78, 2007

    10 전영순, "외국인투자자 및 국내 기관투자가의 투자의사결정과 회계이익의 질(Quality)" 한국경영학회 32 (32): 1001-1032, 2003

    11 윤순석, "상장기업과 코스닥기업의 이익관리에 대 한 비교 연구" 29 : 57-85, 2001

    12 정영진, "비적정의견 표명과 이익조정간의 관련성 연구" 한국공인회계사회 17 (17): 139-165, 2004

    13 박종일, "비상장중소기업의 외부감사 및 차별적 감사수요가 기업의 신용등급에 미치는 영향 - 처음으로 외부감사를 받는 기업을 대상으로" 한국공인회계사회 36 (36): 363-405, 2010

    14 김연화, "보수주의가 회계정보 유용성에 미치는 영향" 한국회계학회 2009

    15 백원선, "보수주의, 이익지속성 및 가치평가" 한국회계학회 29 (29): 1-28, 2004

    16 나인철, "발생액 품질이 이익의 회사채 신용등급에 대한 정보성에 미치는 영향" 한국회계정보학회 27 (27): 241-273, 2009

    17 한정희, "감사인순환제도와 보수주의" 한국국제회계학회 14 (14): 141-162, 2009

    18 박종일, "감사인 교체와 감사품질" 한국공인회계사회 19 (19): 191-226, 2007

    19 김확열, "감사보수가 재무제표 보수성과 자본비용에 미치는 영향" 한국회계정보학회 10 (10): 81-111, 2010

    20 Francis, J., "Voluntary disclosure,earnings quality,and cost of capital" 46 : 53-99, 2008

    21 Dechow, P., "Understanding earnings quality:A review of proxies their determinants and their consequences" 50 : 344-401, 2010

    22 Ahmed, A., "The role of accounting conservatism in mitigating bondholder-shareholder conflicts over dividend policy and in reducing debt costs" 77 (77): 867-890, 2002

    23 Dechow, P, "The quality of accruals and earnings:The role of accrual estimation errors" 77 (77): 35-59, 2002

    24 Subramanyam,K.R, "The pricing of discretionary accruals" 22 : 249-281, 1996

    25 Xie,H, "The mispricing of abnormal accruals" 76 : 357-373, 2001

    26 Francis, J., "The market pricing of accruals quality" 39 : 295-327, 2005

    27 Becker, C. L., "The effect of audit quality on earnings management" 15 : 1-24, 1998

    28 Zhang,J, "The contracting benefits of accounting conservatism to lenders and borrowers" 45 : 27-54, 2008

    29 Basu,S, "The conservatism principle and asymmetric timeliness of earnings" 24 : 3-37, 1997

    30 Choi, J. H., "The association between audit quality and fees paid to audit firms: Revisited, Working Paper" Seoul National University 2009

    31 Graham, J., "The Economic implications of corporate financial reporting" 40 : 3-73, 2005

    32 Ronen, J, "Smoothing income numbers: Objectives, means, and implications" Addison-Wesley 1981

    33 Kim, J. B, "Real versus accrual-based earnings management and implied cost of equity capital, Working paper" City University of Hong Kong 2009

    34 Watts, R, "Positive accounting theory" Prentice-Hall 1986

    35 Kothari, S. P., "Performance matched discretionary accrual measures" 39 : 163-197, 2005

    36 Teoh, S. H, "Perceived auditor quality and the earnings response coefficient" 68 : 346-366, 1993

    37 Kasznik,R, "On the association between voluntary disclosure and earnings management" 37 : 57-821, 1999

    38 Beidleman,C.R, "Income smoothing:The role of management:A reply" 48 : 653-667, 1973

    39 Li, S, "Income smoothing and the cost of debt, Working paper" Wilfrid Laurier University 2009

    40 Petersen,M.A, "Estimating standard errors in finance panel data sets:Comparing approaches" 22 (22): 435-480, 2009

    41 Hunt, A., "Earnings volatility, earnings management, and equity value, Working paper" University of Washington 2000

    42 Dichev, I. D, "Earnings volatility and earnings predictability" 47 : 160-181, 2009

    43 Amiram, D, "Earnings smoothness and cost of debt, Working paper" University of North Carolina 2011

    44 Chan, K., "Earnings quality and stock returns" 79 : 1041-1082, 2006

    45 Schipper, K, "Earnings quality" 17 (17): 97-110, 2003

    46 Jones,J.J, "Earnings management during import relief investigations" 29 (29): 193-228, 1991

    47 Leuz, C., "Earnings management and investor protection:An international comparison" 69 : 505-527, 2003

    48 Chaney, P, "Earnings management and firm valuation under asymmetric information" 1 : 319-345, 1995

    49 Tucker, J, "Does income smoothing improve earnings informativeness" 81 : 251-270, 2006

    50 Lobo, G. J, "Did conservatism in financial reporting increase after the Sarbanes-Oxley Act? Initial evidence" 20 : 57-73, 2006

    51 Dechow, P., "Detecting earnings management" 70 : 193-225, 1995

    52 Frost,C.A, "Credit rating agencies in capital markets:A review of research evidence on selected criticisms of the agencies" 22 (22): 469-492, 2007

    53 Francis, J., "Costs of equity and earnings attributes" 79 (79): 967-1010, 2004

    54 Gow, I. D., "Correcting for cross-sectional and time-series dependence in accounting research" 85 (85): 483-512, 2010

    55 Sengupta,P, "Corporate disclosure quality and the cost of debt" 73 (73): 459-474, 1998

    56 Beaver,W.H, "Conservatism, Working Paper, Stanford University. Presented at the American Accounting Association Annual Meeting, San Francisco, CA" Stanford University 1993

    57 Watts,R.L, "Conservatism in accounting,Part II:Evidence and research opportunities" 17 (17): 287-301, 2003

    58 Watts,R.L, "Conservatism in accounting,Part I:Explanations and implications" 17 (17): 207-221, 2003

    59 Schipper,K, "Commentary on earnings management" 3 (3): 91-102, 1989

    60 Dechow, P., "Causes and consequences of earnings manipulation:an analysis of firms subject to enforcement actions by the SEC" 13 : 1-36, 1996

    61 Ederington, L. H, "Bond rating agencies and stock analysts:Who knows what when" 33 (33): 569-585, 1998

    62 Jiang,J.X, "Beating earnings benchmarks and the cost of debt" 83 (83): 377-416, 2008

    63 Kothari, S. P., "Auditor liability and information disclosure" 3 : 307-339, 1988

    64 DeFond, M., "Auditor Changes and Discretionary Accruals" 25 (25): 35-67, 1998

    65 Behn, B. K., "Audit quality and properties of analyst earnings forecasts" 83 (83): 327-349, 2008

    66 Caramanis, C, "Audit effort and earnings management" 45 : 116-138, 2008

    67 Khurana. I. K, "Are fundamentals priced in the bond market" 20 (20): 465-494, 2003

    68 Truman, B, "An explanation for accounting income smoothing" 26 : 127-139, 1988

    69 Ball, R, "An empirical evaluation of accounting income numbers" 6 (6): 159-178, 1968

    70 Bharath, S, "Accounting quality and debt contracting" 83 (83): 1-28, 2008

    71 Penman, S. H, "Accounting conservatism,the quality of earnings,and stock returns" 78 (78): 237-264, 2002

    72 Kellogg,R.L, "Accounting activities,security prices,and class action lawsuits" 6 : 185-204, 1984

    73 Francis, J. R, "Accounting accruals and auditor reporting conservatism" 16 (16): 135-165, 1999

    74 Newey, W. K, "A simple,positive semi-definite,heteroscedasticity and autocorrelation consistent covariance matrix" 55 (55): 703-708, 1987

    75 Healy, M, "A review of the earnings management literature and its implications for standard setting" 13 (13): 365-383, 1999

    76 William,S.L, "A note on robust variance estimation for cluster-correlated data" 56 : 645-646, 2000

    77 White,H, "A heteroscedasticity-consistent covariance matrix estimator and a direct test for heteroscedasticity" 48 (48): 817-838, 1980

    78 박종찬, "1997년 금융위기 이후 회계제도 개혁에 따른 이익의 적시성과 보수성 변화" 한국회계학회 30 (30): 1-26, 2005

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