Publications-Theses

題名 財務危機公司盈餘操縱行為與預測模型之探討
作者 胡書展
Hu, Shu-Chan
貢獻者 汪泱若
胡書展
Hu, Shu-Chan
關鍵詞 盈餘操縱
危機預警指標
財務危機預測模型
Earnings manipulation
Distress precaution indices
Financial distress prediction model
日期 2004
上傳時間 18-Sep-2009 09:11:54 (UTC+8)
摘要 本研究以1998年至2003年曾發生財務危機之上市櫃公司為研究樣本,採配對樣本研究設計,依McKeown et al. (1991)之樣本分類方法,將樣本公司區分為四類:(1)失敗/財務危機公司(FS)、(2)非失敗/財務危機公司(NFS)、(3)失敗/非財務危機公司(FNS)及(4)非失敗/非財務危機公司(NFNS),探討不同分類下之公司其盈餘操縱行為是否存在差異。其次,針對台灣證券交易所及櫃檯買賣中心近期修訂之危機預警指標,分析其偵測財務危機之能力。最後則綜合證交所及櫃買中心之預警指標,並參考相關文獻指標及實務作法,建立財務危機預測模型。
實證結果顯示,除FNS公司與NFNS公司僅部分變數有差異外,其他各組樣本之間在各類盈餘操縱變數上都具有顯著差異,代表財務危機公司在發生危機之前,確實有操縱盈餘之行為。對投資人而言,這些存在顯著差異的變數可能代表曾被危機公司所操縱而在事前沒有顯現異常之會計科目。
針對證交所及櫃買中心之危機預警指標,實證結果顯示相較於正常公司,危機公司在稅後損益及稅前損益之表現上惡化的程度較嚴重,有較高的長期負債到期還款疑慮,在預付款項上有較異常的變動情形。不過,在現金及約當現金佔資本額比率上,危機公司並無較正常公司惡化之情形,顯示多數的危機公司在發生財務危機前,通常不會列示較高的現金餘額。另外,本研究所發展之其他預警指標發現,危機公司在發生危機之前,有較正常公司顯著不足支應下期日常營運支出之情形;危機公司董監事持股質押比例,以及控制股東之董監席次控制權與盈餘分配權之偏離程度,顯著高於正常公司,代表危機公司的內部治理環境較差。
本研究所建立之實證模型顯示,綜合考量證交所及櫃買中心指標後,各指標惡化程度越高、董監事質押比例越高、董監席次控制權與盈餘分配權偏離程度越大之公司,發生財務危機的機率越高。分析結果亦顯示,危機發生前流動性及償債能力越弱、營運報酬能力越差之公司,發生財務危機之可能性較高。
This thesis focuses on a group of firms listed in Taiwan Securities Exchange (TSE) and Over the Counter (OTC) experienced financial distress over the period of 1998 to 2003, by applied to a control sample design approach. Based on the pre/after criteria employed in McKeown et al. (1991), this thesis classifies the sample into four subgroups: (1)failure/distress (FS), (2)nonfailure/distress (NFS), (3)failure/nondistress (FNS), and (4)nonfailure/nondistress(NFNS). This thesis first examines the difference in earnings manipulation behavior between the four subgroups. The detecting ability of the precaution indices recently amended by the TSE and OTC is also investigated. Finally, an empirical model is proposed by this research by inclusion of the precaution indices, governance structures and variables employed by the practice communities.
The empirical findings indicate that with exception of FNS and NFNS firms, significant differences in all variables are found, representing that the distress firms manipulate earnings before the crisis taken place. The results may imply that these variables might be manipulated by distressed firms to cover the financial failing signals ex ante.
For the precaution indices proposed by the TSE and OTC, the empirical findings indicate that compared to healthy firms, the distress firms are found to have worse after-tax/pretax earnings, higher doubt of repaying long-term debts, and unusual fluctuation in prepaid items. The results show that distressed firms have less cash before the occurrence of crisis. As to the indices proposed in this thesis, the analysis shows that distressed firms usually cannot generate adequate cash flow to pay the operation expenses necessary for the next year. It is also found that the distressed firms have higher pledge ratio of share held by the board members and larger deviation in control right from cash flow right.
The empirical results of the proposed model show that firms with worse situation indicated by the indices suggested by TSE and OTC, higher share pledge ratio by the board member, larger deviation between control right and cash flow right, have higher probability of experiencing financial crisis. Firms are weak in liquidity, cash imbursement ability and operating return would have relatively higher possibility to face financial distress.
參考文獻 (中文部分)
王健聰,2004,台灣地區上市(櫃)公司財務危機預警模式之研究 - 以電子業為例,國立高雄第一科技大學金融營運所碩士論文。
李哲宇,2000,我國上市公司投資餘額變動頻率與財務性操縱關係之研究,國立政治大學會計系碩士論文。
李智雯,2000,運用現金流量資訊預測企業財務危機之實證研究,國立政治大學會計系碩士論文。
周文賢,2002,多變量統計分析:SAS╱STAT使用方法,台北:智勝文化。
林宛瑩、許崇源與戚務君,2005,盈餘管理模糊度、控制權偏離與財務報表重編,2004會計理論與實務研討會(Taiwan Accounting Association 年會),政治大學會計系。
林裕雄,1995,列入全額交割股上市公司盈餘管理之實證研究,國立中央大學企業管理學系碩士論文。
林嬋娟、洪櫻芬與薛敏正,1997,財務困難公司之盈餘管理實證研究,管理學報,第十四卷第一期(3月):15-38。
洪啟智,1998,集團企業財務危機之預警研究,國立中央大學財務管理研究所碩士論文。
施淑萍,1999,財務危機預警模式與財務危機企業財務特性之研究,私立東吳大學會計系碩士論文。
陳明賢,1986,財務危機預測之計量分析研究,國立台灣大學商學研究所碩士論文。
陳肇榮,1983,運用財務比率預測企業財務危機之實證研究,國立政治大學企業管理研究所碩士論文。
黃振豐與呂紹強,2000,企業財務危機預警模式之研究-以財務及非財務因素構建,當代會計,第一卷第一期(11月):19-57。
彭筱倩,2004,盈餘管理與公司治理關聯性之研究-以我國財務危機公司為例,國立政治大學會計系碩士論文。
楊承澔,2002,景氣循環與企業經營績效、盈餘管理關聯性之探討,國立政治大學會計系碩士論文。
葉容真,2000,財務危機企業之盈餘管理-以台灣上市公司為例,國防管理學院資源管理研究所碩士論文。
鄭功煇,2003,企業財務危機預測模型之探討,私立中國文化大學會計研究所碩士論文。
謝智安,2004,企業財務危機預測之研究,國立中正大學國際經濟研究所碩士論文。
(英文部分)
Altman, E. I. 1968. Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. Journal of Finance 23(September): 589-609.
Beasley, M. S., J. V. Carcello, and D. R. Hermanson. 1999. Fraudulent financial reporting: 1987-1997-An Analysis of U. S. public companies. New York: The Committee of Sponsoring Organizations of the Treadway Commission.
Beaver, W. H. 1966. Financial ratio as predictors of failure. Journal of Accounting Research 4: 71-111.
Beneish, M. D. 1999. Incentives and penalties related to earnings overstatements that violate GAAP. The Accounting Review 74(October): 425-457.
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DeAngelo, L. E. 1986. Accounting numbers as market valuation substitutes: A study of management buyouts of public stockholders. The Accounting Review 61: 400-420.
DeAngelo, H., L. E. DeAngelo, and D. J. Skinner. 1994. Accounting choice in troubled companies. Journal of Accounting and Economics 17: 113-143.
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______, ______, and ______. 1996. Causes and consequences of earnings manipulation: An analysis of firms subject to enforcement actions by the SEC. Contemporary Accounting Research 13(1): 1-36.
Ehrhardt, Michael C., Eugene F. Brigham. 2003. Corporate Finance: A Focused Approach. Thomson South-Western.
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Lee, T., R. Ingram, and T. Howard. 1999. The difference between earnings and operating cash flow as an indicator of financial fraud. Contemporary Accounting Research 16(Winter): 749-786.
Magrath, L. and L. G. Weld. 2002. Abusive earnings management and early warning signs. The CPA Journal 72(8): 50-54.
McKeown, J., J. Mutchler, and W. Hopwood. 1991. Towards an explanation of auditor failure to modify the audit opinion of bankrupt companies. Auditing: A Journal of Practice and Theory 10(Supplememt): 1-13.
Mulford, C. W. and E. E. Comiskey. 2002. The Financial Numbers Game: Detecting Creative Accounting Practices. John Wiley& Sons, Inc.
Mutchler, J. 1985. A multivariate analysis of the auditors’ going-concern opinion decision. Journal of Accounting Research 23(2): 668-682.
Ohlson, J. A. 1980. Financial ratios and the probabilistic prediction of bankruptcy. Journal of Accounting Research 18(Spring): 109-131.
Rosner, R. L. 2003. Earnings manipulation in failing firms. Contemporary Accounting Research 20(Summer): 361-408.
Schilit, H. 2002. Financial shenanigans. How to detect accounting gimmicks and fraud in financial reports. New York. McGraw Hill.
Thomas, J. and X. Zhang. 2000. Identifying unexpected accruals: A comparison of current approaches. Journal of Accounting and Public Policy 19(4): 347-376.
描述 碩士
國立政治大學
會計研究所
92353031
93
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0923530311
資料類型 thesis
dc.contributor.advisor 汪泱若zh_TW
dc.contributor.author (Authors) 胡書展zh_TW
dc.contributor.author (Authors) Hu, Shu-Chanen_US
dc.creator (作者) 胡書展zh_TW
dc.creator (作者) Hu, Shu-Chanen_US
dc.date (日期) 2004en_US
dc.date.accessioned 18-Sep-2009 09:11:54 (UTC+8)-
dc.date.available 18-Sep-2009 09:11:54 (UTC+8)-
dc.date.issued (上傳時間) 18-Sep-2009 09:11:54 (UTC+8)-
dc.identifier (Other Identifiers) G0923530311en_US
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/34271-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 會計研究所zh_TW
dc.description (描述) 92353031zh_TW
dc.description (描述) 93zh_TW
dc.description.abstract (摘要) 本研究以1998年至2003年曾發生財務危機之上市櫃公司為研究樣本,採配對樣本研究設計,依McKeown et al. (1991)之樣本分類方法,將樣本公司區分為四類:(1)失敗/財務危機公司(FS)、(2)非失敗/財務危機公司(NFS)、(3)失敗/非財務危機公司(FNS)及(4)非失敗/非財務危機公司(NFNS),探討不同分類下之公司其盈餘操縱行為是否存在差異。其次,針對台灣證券交易所及櫃檯買賣中心近期修訂之危機預警指標,分析其偵測財務危機之能力。最後則綜合證交所及櫃買中心之預警指標,並參考相關文獻指標及實務作法,建立財務危機預測模型。
實證結果顯示,除FNS公司與NFNS公司僅部分變數有差異外,其他各組樣本之間在各類盈餘操縱變數上都具有顯著差異,代表財務危機公司在發生危機之前,確實有操縱盈餘之行為。對投資人而言,這些存在顯著差異的變數可能代表曾被危機公司所操縱而在事前沒有顯現異常之會計科目。
針對證交所及櫃買中心之危機預警指標,實證結果顯示相較於正常公司,危機公司在稅後損益及稅前損益之表現上惡化的程度較嚴重,有較高的長期負債到期還款疑慮,在預付款項上有較異常的變動情形。不過,在現金及約當現金佔資本額比率上,危機公司並無較正常公司惡化之情形,顯示多數的危機公司在發生財務危機前,通常不會列示較高的現金餘額。另外,本研究所發展之其他預警指標發現,危機公司在發生危機之前,有較正常公司顯著不足支應下期日常營運支出之情形;危機公司董監事持股質押比例,以及控制股東之董監席次控制權與盈餘分配權之偏離程度,顯著高於正常公司,代表危機公司的內部治理環境較差。
本研究所建立之實證模型顯示,綜合考量證交所及櫃買中心指標後,各指標惡化程度越高、董監事質押比例越高、董監席次控制權與盈餘分配權偏離程度越大之公司,發生財務危機的機率越高。分析結果亦顯示,危機發生前流動性及償債能力越弱、營運報酬能力越差之公司,發生財務危機之可能性較高。
zh_TW
dc.description.abstract (摘要) This thesis focuses on a group of firms listed in Taiwan Securities Exchange (TSE) and Over the Counter (OTC) experienced financial distress over the period of 1998 to 2003, by applied to a control sample design approach. Based on the pre/after criteria employed in McKeown et al. (1991), this thesis classifies the sample into four subgroups: (1)failure/distress (FS), (2)nonfailure/distress (NFS), (3)failure/nondistress (FNS), and (4)nonfailure/nondistress(NFNS). This thesis first examines the difference in earnings manipulation behavior between the four subgroups. The detecting ability of the precaution indices recently amended by the TSE and OTC is also investigated. Finally, an empirical model is proposed by this research by inclusion of the precaution indices, governance structures and variables employed by the practice communities.
The empirical findings indicate that with exception of FNS and NFNS firms, significant differences in all variables are found, representing that the distress firms manipulate earnings before the crisis taken place. The results may imply that these variables might be manipulated by distressed firms to cover the financial failing signals ex ante.
For the precaution indices proposed by the TSE and OTC, the empirical findings indicate that compared to healthy firms, the distress firms are found to have worse after-tax/pretax earnings, higher doubt of repaying long-term debts, and unusual fluctuation in prepaid items. The results show that distressed firms have less cash before the occurrence of crisis. As to the indices proposed in this thesis, the analysis shows that distressed firms usually cannot generate adequate cash flow to pay the operation expenses necessary for the next year. It is also found that the distressed firms have higher pledge ratio of share held by the board members and larger deviation in control right from cash flow right.
The empirical results of the proposed model show that firms with worse situation indicated by the indices suggested by TSE and OTC, higher share pledge ratio by the board member, larger deviation between control right and cash flow right, have higher probability of experiencing financial crisis. Firms are weak in liquidity, cash imbursement ability and operating return would have relatively higher possibility to face financial distress.
en_US
dc.description.tableofcontents 第一章 緒論
第一節 研究動機與目的
第二節 研究問題與研究架構
第三節 論文結構
第二章 文獻探討
第一節 財務危機之定義
第二節 財務危機與盈餘管理
第三節 財務危機預測模型
第三章 研究方法
第一節 研究假說
第二節 研究變數之設計
第三節 實證模型與分析方法
第四節 研究期間、樣本與資料來源
第四章 實證結果與分析
第一節 盈餘操縱行為分析
第二節 財務危機預警指標分析
第三節 財務危機預測模型之建立與分析 78
第五章 結論與建議 85
第一節 研究結論 85
第二節 研究限制 90
第三節 未來研究建議 91
參考文獻 92
附 錄 95

表目錄
表3-1 盈餘操縱變數彙總表
表3-2 財務危機預警指標彙總表
表3-3 財務變數彙總表
表3-4 研究樣本產業及年度分佈一覽表
表3-5 財務報表重編公司及影響年度
表4-1 樣本公司敘述性統計值及無母數差異檢定分析
表4-2 假說H1-1至H1-8八類變數之t檢定、中位數檢定與Wilcoxon Sign-Rank檢定結果表-S與NS之公司-年模型
表4-3 H2-1至H2-8八類變數之t檢定、中位數檢定與Wilcoxon Sign-Rank 檢定結果表-NFS與NFNS之公司-年模型
表4-4 假說H3-1至H3-8之t檢定、中位數檢定與Wilcoxon Sign-Rank檢定結果表-NFS與FS之公司-年模型
表4-5 假說H4-1至H4-8之t檢定、中位數檢定與Wilcoxon Sign-Rank檢定結果表-FNS與NFNS之公司-年模型
表4-6 連續虧損指標
表4-7 稅前損益大幅衰退指標
表4-8 長期負債到期疑慮指標
表4-9 現金比率異常指標
表4-10 預付款項異常變動指標
表4-11 管理程序預警指標區別率彙總表
表4-12 管理程序指標分數平均數t檢定及中位數檢定表
表4-13 營業活動現金對營業費用比指標
表4-14 其他預警指標平均數t檢定及中位數檢定表
表4-15 因素分析摘要彙總表
表4-16 財務屬性因素相關矩陣
表4-17 斜交轉軸因素結構分析
表4-18 財務危機預測模型Logit迴歸分析
表4-19 研究假說與實證結果

圖目錄
圖1-1 研究問題之觀念性架構
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dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0923530311en_US
dc.subject (關鍵詞) 盈餘操縱zh_TW
dc.subject (關鍵詞) 危機預警指標zh_TW
dc.subject (關鍵詞) 財務危機預測模型zh_TW
dc.subject (關鍵詞) Earnings manipulationen_US
dc.subject (關鍵詞) Distress precaution indicesen_US
dc.subject (關鍵詞) Financial distress prediction modelen_US
dc.title (題名) 財務危機公司盈餘操縱行為與預測模型之探討zh_TW
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) (中文部分)zh_TW
dc.relation.reference (參考文獻) 王健聰,2004,台灣地區上市(櫃)公司財務危機預警模式之研究 - 以電子業為例,國立高雄第一科技大學金融營運所碩士論文。zh_TW
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