银行上市与贷款契约:来自中国上市公司的经验证据Bank Going Public and Loan Contract Terms:Evidence from Chinese Listed Firms
辛清泉
摘要(Abstract):
本文使用上市公司年报中披露的分笔银行贷款数据,考察了银行在股票市场公开上市如何影响了贷款契约的价格条款和非价格条款。借助商业银行公开上市时点各不相同这一背景,采用双重差分估计模型,研究发现,平均而言,银行在上市之后,贷款利率下降了10~11个基点,贷款期限缩短了大约10个百分点,要求为贷款提供抵押的比例下降了8.9%。这说明公开上市对银行的贷款业务产生了重要影响;同时,银行上市之后其贷款客户的财务困境风险要更显著更低。综合上述结果,本文认为,公开上市改变了银行对待风险和收益的激励,银行在上市之后更为强调贷款客户的风险状况,贷款业务总体更为保守。这一现象背后的原因,可能是由于回避风险的银行管理层基于职业生涯考虑的结果。
关键词(KeyWords): 商业银行;公开上市;银行贷款
基金项目(Foundation): 国家自然科学基金面上项目(71272087);; 中央高校基本科研业务费项目(CDJSK100209)资助
作者(Author): 辛清泉
DOI: 10.16513/j.cnki.cje.2017.03.002
参考文献(References):
- 胡奕明,谢诗蕾.2005.银行监督效应与贷款定价---来自上市公司的一项经验研究[J].管理世界,(5):27-36.
- 毛洪涛,何熙琼,张福华.2013.转型经济体制下我国商业银行改革对银行效率的影响---来自1999-2010年的经验证据[J].金融研究,(12):16-29.
- 沈红波,张春,陈欣.2007.中国上市公司银行贷款公告的信息含量---自由现金流量假说还是优序融资假说[J].金融研究,(12):154-164.
- 宋顺林,辛清泉.2017.新股发行隐性成本与上市后业绩表现[J].经济学季刊,已接受.
- 辛清泉,李倩倩,唐一恒.2016.公开上市如何影响商业银行绩效?[J].金融学季刊,10(2):19-34.
- 姚树洁,姜春霞,冯根福.2011.中国银行业的改革与效率:1995-2008[J].经济研究,(8):4-14.
- Aghion P,Van Reenen J,Zingales L.2013.Innovation and institutional ownership[J].American Economic Review,103(1):277-304.
- Aharony J,Lee C W J,Wong T J.2000.Financial packaging of IPO firms in China[J].Journal of Accounting Research,38(1):103-126.
- Allen F,Qian J,Shan S C,et al.2014.The IPO of Industrial and Commercial Bank of China and the‘Chinese Model’of privatizing large financial institutions[J].The European Journal of Finance,20(7/9):599-624.
- Amihud Y,Lev B.1981.Risk reduction as a managerial motive for conglomerate mergers[J].The Bell Journal of Economics,12(2):605-617.
- Asker J,Farre-Mensa J,Ljungqvist A.2015.Corporate investment and stock market listing:A puzzle?[J].The Review of Financial Studies,28(2):342-390.
- Bailey W,Huang W,Yang Z S.2011.Bank loans with Chinese characteristics:Some evidence on inside debt in a state-controlled banking system[J].Journal of Financial and Quantitative Analysis,46(6):1795-1830.
- Barclay M J,Marx L M,Smith C W Jr.2003.The joint determination of leverage and maturity[J].Journal of Corporate Finance,9(2):149-167.
- Berger A N,Udell G F.1990.Collateral,loan quality and bank risk[J].Journal of Monetary Economics,25(1):21-42.
- Berger A N,Frame W S,Ioannidou V.2011.Tests of exante versus expost theories of collateral using private and public information[J].Journal of Financial Economics,100(1):85-97.
- Berle A A,Means G C.1932.The modern corporation and private property[M].New York:Macmillan.
- Bernstein S.2015.Does going public affect innovation?[J].The Journal of Finance,70(4):1365-1403.
- Bertrand M,Mullainathan S.2003.Enjoying the quiet life?Corporate governance and managerial preferences[J].Journal of Political Economy,111(5):1043-1075.
- Bharath S T,Sunder J,Sunder S V.2008.Accounting quality and debt contracting[J].The Accounting Review,83(1):1-28.
- Bharath S T,Dahiya S,Saunders A,et al.2011.Lending relationships and loan contract terms[J].Review of Financial Studies,24(4):1141-1203.
- Billett M T,King T H D,Mauer D C.2007.The effect of growth opportunities on the joint choice of leverage,debt maturity,and covenants[J].The Journal of Finance,62(2):697-730.
- Bodnaruk A,Kandel E,Massa M,et al.2008.Shareholder diversification and the decision to go public[J].Review of Financial Studies,21(6):2779-2824.
- Boot A W A,Thakor A V,Udell G F.1991.Secured lending and default risk:Equilibrium analysis,policy implications and empirical results[J].The Economic Journal,101(406):458-472.
- Boot A W A,Gopalan R,Thakor A V.2006.The entrepreneurs choice between private and public ownership[J].The Journal of Finance,61(2):803-836.
- Booth J R.1992.Contract costs,bank loans,and the cross-monitoring hypothesis[J].Journal of Financial Economics,31(1):25-41.
- Chan Y S,Thakor A V.1987.Collateral and competitive equilibria with moral hazard and private information[J].The Journal of Finance,42(2):345-363.
- Chemmanur T J,He S,Nandy D K.2010.The going-public decision and the product market[J].The Review of Financial Studies,23(5):1855-1908.
- Childs P D,Mauer D C,Ott S H.2005.Interactions of corporate financing and investment decisions:The effects of agency conflicts[J].Journal of Financial Economics,76(3):667-690.
- Chod J,Lyandres E.2011.Strategic IPOs and product market competition[J].Journal of Financial Economics,100(1):45-67.
- Costello A M,Wittenberg-Moerman R.2011.The impact of financial reporting quality on debt contracting:Evidence from internal control weakness reports[J].Journal of Accounting Research,49(1):97-136.
- Denis D J,Mihov V T.2003.The choice among bank debt,non-bank private debt,and public debt:Evidence from new corporate borrowings[J].Journal of Financial Economics,70(1):3-28.
- Edgerton J.2012.Agency problems in public firms:Evidence from corporate jets in leveraged buyouts[J].The Journal of Finance,67(6):2187-2213.
- Erel I.2011.The effect of bank mergers on loan prices:Evidence from the United States[J].The Review of Financial Studies,24(4):1068-1101.
- Fan J P H,Titman S,Twite G.2012.An international comparison of capital structure and debt maturity choices[J].Journal of Financial and Quantitative Analysis,47(1):23-56.
- Firth M,Malatesta P H,Xin Q Q,et al.2012.Collateral,leverage,and corporate investment[R]Unpublished manuscript.
- Ge W X,Kim J B,Song B Y.2012.Internal governance,legal institutions and bank loan contracting around the world[J].Journal of Corporate Finance,18(3):413-432.
- Graham J R,Li S,Qiu J P.2008.Corporate misreporting and bank loan contracting[J].Journal of Financial Economics,89(1):44-61.
- Gupta N.2005.Partial privatization and firm performance[J].The Journal of Finance,60(2):987-1015.
- Hirshleifer D,Thakor A V.1992.Managerial conservatism,project choice,and debt[J].The Review of Financial Studies,5(3):437-470.
- Holmstrom B,Costa J R I.1986.Managerial incentives and capital management[J].The Quarterly Journal of Economics,101(4):835-860.
- Houge T,Loughran T.1999.Growth fixation and the performance of bank initial public offerings,1983-1991[J].Journal of Banking&Finance,23(8):1277-1301.
- Jain B A,Kini O.1994.The post-issue operating performance of IPO firms[J].The Journal of Finance,49(5):1699-1726.
- Jensen M C,Meckling W H.1976.Theory of the firm:Managerial behavior,agency costs and ownership structure[J].Journal of Financial Economics,3(4):305-360.
- Jiménez G,Salas V,Saurina J.2006.Determinants of collateral[J].Journal of Financial Economics,81(2):255-281.
- John K,Litov L,Yeung B.2008.Corporate governance and risk-taking[J].The Journal of Finance,63(4):1679-1728.
- Johnson S A.2003.Debt maturity and the effects of growth opportunities and liquidity risk on leverage[J].The Review of Financial Studies,16(1):209-236.
- Kim J B,Song B Y,Zhang L D.2011a.Internal control weakness and bank loan contracting:Evidence from SOX Section 404Disclosures[J].The Accounting Review,86(4):1157-1188.
- Kim J B,Tsui J S L,Yi C H.2011b.The voluntary adoption of international financial reporting standards and loan contracting around the world[J].The Review of Accounting Studies,16(4):779-811.
- La Porta R,Lopez-de-silanes F,Zamarripa G.2003.Related lending[J].The Quarterly Journal of Economics,118(1):231-268.
- Lin X C,Zhang Y.2009.Bank ownership reform and bank performance in China[J].Journal of Banking&Finance,33(1):20-29.
- Mayer C.1990.Financial systems,corporate finance,and economic development[M]//Hubbard R G.Asymmetric Information,Corporate Finance,and Investment.Chicago:University of Chicago Press:307-332.
- Mikkelson W H,Partch M M,Shah K.1997.Ownership and operating performance of companies that go public[J].Journal of Financial Economics,44(3):281-307.
- MyersS C.1977.Determinants of corporate borrowing[J].Journal of Financial Economics,5(2):147-175.
- Pástor L,Taylor L A,Veronesi P.2009.Entrepreneurial learning,the IPOdecision,and the post-IPO drop in firm profitability[J].The Review of Financial Studies,22(8):3005-3046.
- Petersen M A,Rajan R G.1994.The benefits of lending relationships:Evidence from small business data[J].The Journal of Finance,49(1):3-37.
- Qian J,Strahan P E,Yang Z S.2015.The impact of incentives and communication costs on information production and use:Evidence from bank lending[J].The Journal of Finance,70(4):1457-1493.
- Rajan R,Winton A.1995.Covenants and collateral as incentives to monitor[J].The Journal of Finance,50(4):1113-1146.
- Sapienza P.2002.The effects of banking mergers on loan contracts[J].The Journal of Finance,57(1):329-367.
- Sapienza P.2004.The effects of government ownership on bank lending[J].Journal of Financial Economics,72(2):357-384.
- Saunders A,Strock E,Travlos N G.1990.Ownership structure,deregulation,and bank risk-taking[J].The Journal of Finance,45(2):643-654.
- Strahan P E.1999.Borrower risk and the price and nonprice terms of bank loans[R].FRB of New York Staff Report No.90.New York:Federal Reserve Bank of New York.
- Sun Q,Tong W H S.2003.China share issue privatization:The extent of its success[J].Journal of Financial Economics,70(2):183-222.
- (1)从经济意义上看,一个可供比较的例子是Bharath et al.(2011),他们发现,关系贷款会导致10~17个利率基点的下降。
- (2)本文特别感谢中国银行一位负责贷款业务的经理,其就贷款制度和程序同本文作者进行了座谈交流。
- (3)大量的理论和经验文献指出,贷款人风险水平同贷款利率呈现正相关关系(如,Petersen and Rajan,1994;Strahan,1999),中国的经验证据可参见Qian et al.(2015)。
- (1)需要特别说明的是,给定客户风险不变,银行更为保守的贷款策略理论上应该提高贷款契约中的抵押要求,因为抵押有助于减少客户贷款之后的机会主义行为,也有助于银行在客户陷入财务困境时收回部分的贷款本金或利息(Chan and Thakor,1987;Boot et al.,1991)。但是,抵押要求本身又深受客户风险的影响,高风险的客户更可能被要求提供抵押物。而且,对于银行而言,即使高风险客户提供了抵押物,其贷款安全性可能依然要弱于低风险客户的非抵押贷款。有研究(包括本文)发现,贷款合同中存在抵押条款时,贷款利率不是更低而是更高(Berge and Udell,1990;Bharath et al.,2011)。究其原因,不是抵押条款不能缓解客户道德风险,而是因为抵押的风险缓解程度不足于消除银行对客户本身高风险的顾虑。因此,我们认为,银行上市之后贷款合同中更低的抵押条款频率应该是客户风险组合变化所致。
- (1)文献指出,伴随着公开上市,企业的股权结构被分散,容易出现经典文献所指出的经理卸责、在职消费、疏忽大意甚至直接偷盗等代理问题(Berle and Means,1932;Jensen and Meckling,1976)。比如,Edgerton(2012)发现,相比于私募基金和杠杠收购的非上市公司,美国上市公司商务飞机队列规模要显著更高,表明上市公司经理层面的在职消费问题更为严重。Asker et al.(2015)发现,美国上市公司相比于非上市公司资本投资水平更低,且投资对投资机会的敏感性更弱,表明股票市场上市导致公司的短期主义行为更为严重。Bernstein(2015)发现,与上市相联系的代理问题抑制了公司的创新激励,导致公司的创新质量有所下降。
- (1)需要指出的是,目前国内已经有学者使用上述方法收集上市公司银行贷款数据并进行研究(如,胡奕明和谢诗蕾,2005;沈红波等,2007;Bailey et al.,2011)。
- (1)Fan et al.(2012)指出,我国上市公司1991-2006年,长期借款占总借款的比例中位数不到10%。
- (1)必须承认的是,试图准确地识别公开上市作用于贷款契约背后的机理面临着艰难的挑战。原因是我们难于直接观察到银行上市如何影响了管理层对待贷款风险的态度。针对银行管理层进行访谈是一条可能的途径,但难于确保管理层会说出真话,也难于确保受访管理层的代表性。在本节中,我们仅仅是根据现有文献提出一个猜想,并结合银行IPO发行股份高低进行了初步的分组测试;然而,我们现在所做的工作并不能有效排除其他可能的解释。还有一种可能的猜想是,银行在上市后,由于面临更严格的监管要求,银行必须在贷款流程中做出更刻板、更程式化的规范和限制,比如,直接对贷款客户的规模和财务指标进行限制,由此自动筛出了一部分高风险客户。没有重点强调这一猜想的原因是考虑到将本文的发现衔接到之前学术文献的需要,另外我们也没有办法直接提供对这一猜测的有效证据。这里提醒读者,需要对本文提出的解释保持谨慎的态度。未来的研究如果能获得银行贷款内部资料的数据,应该可以解开公开上市的真正作用机理。
- (1)参见《财经》杂志2004年第22期《银监会指路风险定价》。
- (2)参见由美国政府成立的金融危机调查委员会于2011年发布的长篇调查报告《The Financial Crisis Inquiry Report》。