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第五章 結論與建議
本研究探討審計品質與經理人能力對於分析師盈餘預測行為之影響及 其相對有用性,以美國 1996 年至 2011 年之公開發行公司為樣本,研究結 果顯示,審計品質與經理人能力確實會對分析師盈餘預測行為產生影響。
審計品質良好或經理人能力佳之公司,分析師預測準確度較高,離散度較 低。由此可知,公司不論是在審計品質良好或在有能力的經理人領導之下,
提升了財務報表品質,分析師將傾向依賴財務報表資訊進行預測,故其預 測之誤差下降,且一致性上升。
由於企業之經營權與所有權分離,管理當局所擁有的資訊往往較投資 大眾多,為消弭此一資訊不對稱之現象,公司必須定期揭露財務報表及營 運狀況等相關資訊予外部人士,而專業之財務分析師便成為投資人與企業 之間傳遞資訊之角色,其專業意見與分析報告,可作為資本市場進行投資 決策的依據。分析師使用得資訊來源主要可分為公開資訊及私有資訊,當 公開資訊之數量與品質提升時,分析師將減少對於私有資訊之依賴,進而 降低了分析師盈餘預測之不確定性,提高了分析師預測之共識程度。因此,
當公司的財務報表經過四大會計師事務所或是產業專家查核,較佳的審計 品質將使財務報表確信程度上升;而能力較佳的經理人,對於總體經濟、
產業環境與公司所營事業較為知悉,故在衡量公司盈餘時具備較佳的判斷 及預測能力,公司之盈餘品質因此較佳。此兩項因素促使分析師更加仰賴 公司所發佈之財務報表資訊,使得盈餘預測準確度提升,離散度下降。
此外,本研究進一步將樣本區分為沙賓法案施行前後,檢驗沙賓法案 的施行是否將改變分析師的盈餘預測行為。本研究發現,在沙賓法案施行 後,審計品質及經理人能力與分析師盈餘預測準確度及離散度呈顯著相關。
上述結果說明,在沙賓法案的嚴格規範下,影響財務報表品質之因素如公
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司治理、內部控制或外部審計服務皆獲得明顯改善,故專業之分析師亦懂 得將這些因素納入考量。
最後,對於分析師盈餘預測行為而言,經理人能力之相對有用性高於 審計品質。其可能原因為,外部審計須等到財務報表產出後方能就其進行 檢驗,係屬事後監督之功用,審計品質僅是對於財務報表品質之加強;然 而,經理人能力將直接影響財務報表之產出過程,故經理人能力與審計品 質對於財務報表之影響有如事前預防與事後治療。
本研究亦有其限制。本研究之資料係來自 Compustat 與 I/B/E/S 資料庫,
由於年代問題,較早期之資料,多有遺漏,尤其非經四大會計師事務所查 核之公司,遺漏値較四大會計師事務所查核之公司多,加上四大事務所之 市占率高,導致樣本有比例不均之狀況,若能將早期資料補齊,提升非四 大會計師事務所於樣本中之比例,將能使研究更為完備。
本研究其中一個研究目的,係探討經理人能力與分析師盈餘預測行為 品質特性之關係,而本研究推論其中可能之影響過程為,因經理人能力良 好使公司的盈餘品質提升,分析師因此仰賴財務報表資訊提出預測,進而 使預測準確度提高且離散度降低。但另一可能之影響過程為,公司因經理 人能力良好而改善了資訊環境,進而使經理人自願揭露公司相關資訊,主 動提出管理當局預測。相較於財務報表提供歷史資訊,具未來性之相關預 測資訊可能對財務報表使用者而言更具攸關性(Baginski and Hassell 1990)。
Hassell and Jennings (1986)認為,管理當局預測之公佈可能透露公司相關內 部訊息,因而增加分析師預測準確度,本研究認為管理當局預測之公佈也 將使分析師仰賴此相關資訊進行盈餘預測,而減少了預測離散度,此一可 能之影響過程為本篇研究尚未探討的部分。此外,未來或許可利用分析師 盈餘預測之修正程度(revision)進行更詳細之探討,藉由分析師自身修正其 盈餘預測之情形,來知悉其決策過程之相關細節。
‧
Baginski, S. P., and J. M. Hassell. 1990. The market interpretation of management earnings forecasts as a predictor of subsequent financial analyst forecast revision. The Accounting Review 65 (January): 175-190.
Baik, B., D. Farber, and S. Lee. 2011. CEO ability and management earnings forecasts. Contemporary Accounting Research 28 (5): 1645-1668.
Balsam, S., J. Krishnan, and J. S. Yang. 2003. Auditor Industry Specialization and Earnings Quality. Auditing: a journal of practice & theory 22(2): 71-97.
Barr, R., and T. Siems. 1997. Bank failure prediction using DEA to measure management quality. R. Barr, R. Helgason, J. Kennington, eds. Interfaces in Computer Science and Operations Research: Advances in Metaheuristics, Optimization and Stochastic Modeling Technologies. Kluwer Acadmic Publishers, Boston, 341–366.
Barron. O. E., and P. S, Stuerke. 1998. Dispersion in analysts' earnings forecasts as a measure of uncertainty. Journal of Accounting, Auditing and Finance 13 (Summer): 245-270
_____, C. O. Kile, and T. B. O’Kcelo. 1999. MD&A quality as measured by the SEC and analysts’ earnings forecasts. Contemporary Accounting Research:
75-109.
Beasley, M. S., and K. Petroni. 2001. Board independence and audit firm type.
Auditing: A Journal of Practice & Theory 20 (March): 97-114.
Becker, C. L., M. L. DeFond, and J. Jiambalvo. and K. R. Subramanyam. 1998.
The effects of audit quality on earnings management. Contemporary Accounting Research 15 (Spring): 1-24.
Behn, B. K., J. H. Choi, and T. Kang. 2008. Audit quality and properties of analyst earnings forecasts. The Accounting Review 83 (March): 327-349.
Bertrand, M., and S. Mullainathan. 2003. Enjoying the quiet life? Corporate governance and managerial preferences. Journal of Political Economy 111(5):1043-1075.
Bertrand, M., and A. Schoar. 2003. Managing with style: The effects of managers on firm policies. Quarterly Journal of Economics 118(4):
‧
Bhushan, R. 1989. Firm characteristics and analyst following. Journal of Accounting and Economics 11: 255-274.
Brown. L. D., G. Richardson, and S. Schwager. 1987. An information interpretation of financial analyst superiority in forecasting earnings. Journal of Accounting Research 25 (Spring): 49-67.
_____. 2001. How important is past analyst forecast accuracy? Financial Analyst Journal (November/December): 44-49.
Byard, D., and K. W. Shaw. 2003. Corporate disclosure quality and properties of analysts’ information environment. Journal of Accounting, Auditing &
Finance 18(3): 355-378.
_____, Y. Li, and J. Weintrop. 2006. Corporate governance and the quality of financial analysts’ information. Journal of Accounting and Public Policy 25(5): 609-625.
Carcello, J. V., and A. L. Nagy. 2004. Auditor industry specialization and fraudulent financial reporting. Managerial Auditing Journal 19(5): 651-668.
Choi. J-H., and R. Doogar. 2005. Auditor tenure and audit quality: Evidence from going-concern qualifications issued during 1996-2001. Hong Kong University of Science and Technology.
Clement, M. B. 1999. Analyst forecast accuracy: Do ability, resources, and portfolio complexity matter? Journal of Accounting and Economics 27:
285-303
Craswell, A., J. Francis, and S. Taylor. 1995. Auditor brand name reputations and industry specializations. Journal of Accounting and Economics 20 (December): 297-322.
Dechow, P., and C. Schrand. 2004. Earnings Quality. Charlottesville, VA: The Research Foundation of CFA Institute.
DeFond, M. L., and J. Jiambalvo. 1993. Factors related to auditor-client disagreements over income increasing accounting methods. Contemporary Accounting Research 9 (Spring): 415-431
_____, and J. R. Fransis. 2005. Audit Research after Sarbanes-Oxley. Auditing:
A Journal of Practice & Theory 24(Supplement): 5-30
Demerjian, P., B. Lev, and S. McVay. 2012. Quantifying managerial ability: A
‧
new measure and validity tests. Management Science 58 (July): 1229-1248.
Demerjian, P., B. Lev, M. F. Lewis, and S. McVay. 2013. Managerial ability and earnings quality. The Accounting Review 88 (March): 463-498.
Doyle, J. T., W. Ge, and S. Mcvay. 2007. Accruals quality and internal control over financial reporting. The Accounting Review 82 (October): 1141-1170.
Dunn, K. A., B. W. Mayhew, and S. G. Morsfield. 2004. Audit firm industry specialization and client disclosure quality. Review of Accounting Studies 9(1):
35-58.
Eames. M., and S. Glover. 2003. Earnings predictability and the directing of analysts' earnings forecast errors. The Accounting Review 78 (July): 707-724.
Fee, C., and C. Hadlock. 2003. Raids, rewards, and reputations in the market for managerial talent. Review of Financial Studies 16(4): 1315-1357.
Francis, J. R. 2004. What do we know about audit quality? The British Accounting Review 36 (4): 345-368.
Frankel, R. M., M. F. Johnson, and K. K. Nelson. 2001. Auditor Independence and Earnings Quality. Research Paper No. 1696R. Graduate School of Business, Stanford University.
Gul, F. A., S. Y. K. Fung, and B. Jaggi. 2009. Earnings quality: Some evidence on the role of auditor tenure and auditors’ industry expertise. Journal of Accounting and Economics 47(30): 265-287.
Hagerman, R. L. and W. Ruland. 1979. The accuracy of management forecasts and forecasts of simple alternative models. Journal of Economics and Business 31: 172-179.
Hassell, J. M., and R. H. Jennings. 1986. Relative forecast accuracy and the timing of earnings forecast announcements. The Accounting Review 61 (January): 58-75.
Heckman, J. J. 1979. Sample selection bias as a specification error.
Econometrica 47 (1): 153-162.
Hermalin, B., and M. Weisbach. 1998. Endogenously chosen boards of directors and their monitoring of the CEO. American Economic Review 88(1): 96-118.
Heflin, F., and K. R. Subramanyam Yuan Zhang. Regulation FD and the Financial Information Environment: Early Evidence. The Accounting Review 78 (1):1–37.
‧
Holthausen, R., and R. Watts. 2001. The relevance of the value-relevance literature for financial accounting standard setting. Journal of Accounting and Economics 31 (September): 3-75.
Hope, O. K. 2003. Accounting policy disclosures and analysts’ forecasts.
Contemporary Accounting Research 20 (2): 295-321.
Hwang. L., C. Jan. and S. Basu. 1996. Loss firms and analysts' earnings forecast errors. Journal of Financial Statement Analysis 1 (Winter): 18-31.
Imhoff. E. A., and G. J. Lobo. 1992. The effects of ex ante earnings uncertainty on earnings response coefficients. The Accounting Review 67 (April):
427-439.
Ireland, J. C., and C. S. Lennox. 2002. The large audit firm fee premium : A case of selectivity bias? Journal of Accounting, Auditing and Finance 17 (1):
73-91.
Khurana. I. K., and K. K. Raman. 2004. Litigation risk and the financial reporting credibility of Big 4 versus Non-Big 4 audits: Evidence from Anglo-American countries. The Accounting Review 79 (April): 473-495.
Krishnan. G. 2003. Audit quality and the pricing of discretionary accruals.
Auditing: A Journal of Practice & Theory 22 (March): 109-126.
Kross. W., B. T. Ro, and D. Schroeder. 1990. Earnings expectations: the analysts' information advantage. The Accounting Review 65 (April): 461-476.
Kross, W. J., and Inho Suk. 2012. Journal of Accounting and Economics 53 :225–248.
Lang, M., and R. Lundholm. 1996. Corporate disclosure policy and analyst behavior. The Accounting Review 71 (October): 467-92.
Lennox, C. S., J. R. Francis, and Z. Wang. 2012. Selection models in accounting research. The Accounting Review 87 (2): 589–616.
Leverty, T., and M. Grace. 2012. Dupes or incompetents? An examination of management’s impact on firm distress. Journal of Risk and Insurance 79(3):
751-783.
Lys, T., and R. L. Watts. 1994. Lawsuits against auditors. Journal of Accounting Research 32: 65-93.
Malmendier, U., and G. Tate. 2005. CEO overconfidence and corporate investment. The Journal of Finance 60(6): 2661-2700.
‧
Milbourn, T. 2003. CEO reputation and stock-based compensation. The Journal of Financial Economics 68(2):233-262.
O’Keefe, T. B., R. D. King, and K. M. Gaver. 1994. Audit fees, industry specialization, and compliance with GAAS reporting standards. Auditing: A Journal of Practice & Theory 13 (Fall): 41-55.
Owhoso, V. E., W. F. Messier, Jr., and J. G. Lynch, Jr. 2002. Error detection by industry-specialized teams during sequential audit review. Journal of Accounting Research 40 (June): 883-900.
Palmrose, Z-V. 1986. Audit fees and auditor size: Further evidence. Journal of Accounting 24 (Spring): 97-110.
_____, V. J. Richardson, and S. Scholz. 2004. Determinants of market reactions to restatement announcements. Journal of Accounting and Economics 37(1):
59-89.
Rajgopal, S., T. Shevlin, and V. Zamora. 2006. CEOs’ outside employment opportunities and the lack of relative performance evaluation in compensation contracts. The Journal of Finance 61(4): 1813-1844.
Ramnath, S., S. Rock, and P. Shane. 2008. The financial analyst forecasting literature: A taxonomy with suggesting for further research. International Journal of Forecasting 24: 1-28.
Rose, N., and A. Shepard. 1997. Firm diversification and CEO compensation:
Managerial ability or executive entrenchment? The RAND Journal of Economics 28(3): 489-514.
Teoh, S. H., and T J. Wong. 1993. Perceived auditor quality and the earnings response coefficient. The Accounting Review 68 (April): 346-366.
Trueman, B. 1986. Why do managers voluntarily release earnings forecasts?
Journal of Accounting and Economics 8(1): 53–71.
Zmijewski, M. E. 1984. Methodological issues related to the estimation of financial distress prediction models. Journal of Accounting Research 22 (Supplement): 59-82.