银企关系、政治联系与银行信贷筛选效率——来自中国上市企业的经验证据Bank-Firm Relationship,Political Connection and Credit Screening Efficiency——Empirical Evidence from Chinese Listed Enterprises
蒋汇,朱玉杰
摘要(Abstract):
银行信贷融资在我国仍是企业最主要的融资方式,提升信贷筛选效率与配置效率是经济转方式、调结构、稳增长的重要组成部分。本文从银企关系、政治联系的角度研究了商业银行信贷筛选效率的影响因素。本文以2003—2015年A股非金融上市企业及其贷款银行的配对贷款数据为样本研究了银企关系、政治联系对企业偿债能力与全要素生产率的影响,以检验二者对于信贷筛选效率的效应。固定效应模型的回归分析结果显示,银企关系越紧密,企业的偿债能力越高;而具有政治联系的企业其偿债能力与不具备联系的企业并没有显著区别。在企业生产率水平方面,发现银企关系长度、银企关系规模与企业全要素生产率之间的正相关关系具有一定显著性,而政治联系对企业全要素生产率没有显著的影响。以上结果表明,银行在信贷筛选时通过银企关系能够有效获取企业未来质量的相关信息,提升信贷筛选效率,而政治联系则无此效应。
关键词(KeyWords): 银企关系;政治联系;信贷融资;信贷筛选效率;全要素生产率
基金项目(Foundation):
作者(Author): 蒋汇,朱玉杰
DOI: 10.16513/j.cnki.cje.2018.04.005
参考文献(References):
- 曹敏,何佳,潘启良.2003.金融中介及关系银行---基于广东外资企业银行融资数据的研究[J].经济研究,(3):44-53.
- 陈键.2008.银企关系与信贷可获得性,贷款成本---基于2003年NSSBF调查的实证分析[J].财贸经济,(1):86-93.
- 郭剑花,杜兴强.2011.政治联系、预算软约束与政府补助的配置效率---基于中国民营上市公司的经验研究[J].金融研究,(2):114-128.
- 何韧,刘兵勇,王婧婧.2012.银企关系、制度环境与中小微企业信贷可得性[J].金融研究,(11):103-115.
- 连军,刘星,杨晋渝.2011.政治联系、银行贷款与公司价值[J].南开管理评论,14(5):48-57.
- 刘海建,吕秀芹,董育森,等.2017.是否皆为利己---制度转型深入期企业家政治联系的双重角色[J].南开管理评论,20(4):114-128.
- 鲁晓东,连玉君.2012.中国工业企业全要素生产率估计:1999-2007[J].经济学季刊,11(2):541-558.
- 罗党论,唐清泉.2007.政府控制、银企关系与企业担保行为研究---来自中国上市公司的经验证据[J].金融研究,(3):151-161.
- 任曙明,孙飞.2014.需求规模、异质性研发与生产率---基于ACF法的实证研究[J].财经研究,40(8):42-56.
- 尹志超,马双.2016.信贷需求、信贷约束和新创小微企业[J].经济学报,(3):124-146.
- 余明桂,潘红波.2008.政治关系、制度环境与民营企业银行贷款[J].管理世界,(8):9-21,39.
- 余明桂,回雅甫,潘红波.2010.政治联系、寻租与地方政府财政补贴有效性[J].经济研究,(3):65-77.
- 于文超,何勤英.2013.投资者保护、政治联系与资本配置效率[J].金融研究,(5):152-166.
- 袁淳,荆新,廖冠民.2010.国有公司的信贷优惠:信贷干预还是隐性担保?---基于信用贷款的实证检验[J].会计研究,(8):49-54.
- 翟胜宝,易旱琴,郑洁,等.2014.银企关系与企业投资效率---基于我国民营上市公司的经验证据[J].会计研究,(4):74-80.
- 张晓玫,钟祯.2012.中国上市中小企业信息特征、银企关系与贷款担保决策---基于金融危机下上市中小企业银行贷款数据的经验研究[J].投资研究,(12):71-86.
- Abiad A,Oomes N,Ueda K.2008.The quality effect:Does financial liberalization improve the allocation of capital?[J].Journal of Development Economics,87(2):270-282.
- Ackerberg D A,Caves K,Frazer G.2015.Identification properties of recent production function estimators[J].Econometrica,83(6):2411-2451.
- Allen F,Qian J,Qian M J.2005.Law,finance,and economic growth in China[J].Journal of Financial Economics,77(1):57-116.
- Angelini P,Di Salvo R,Ferri G.1998.Availability and cost of credit for small businesses:Customer relationships and credit cooperatives[J].Journal of Banking&Finance,22(6/8):925-954.
- Bai C E,Lu J Y,Tao Z G.2006.Property rights protection and access to bank loans[J].Economics of Transition,14(4):611-628.
- Behr P,Norden L,Noth F.2013.Financial constraints of private firms and bank lending behavior[J].Journal of Banking&Finance,37(9):3472-3485.
- Berger A N,Hasan I,Zhou M M.2009.Bank ownership and efficiency in China:What will happen in the world’s largest nation?[J].Journal of Banking&Finance,33(1):113-130.
- Berger A N,Udell G F.1995.Relationship lending and lines of credit in small firm finance[J].Journal of Business,68(3):351-381.
- Berger A N,Udell G F.1998.The economics of small business finance:The roles of private equity and debt markets in the financial growth cycle[J].Journal of Banking&Finance,22(6/8):613-673.
- Berger A N,Udell G F.2002.Small business credit availability and relationship lending:The importance of bank organisational structure[J].The Economic Journal,112(477):32-53.
- Blundell R,Bond S.1998.Initial conditions and moment restrictions in dynamic panel data models[J].Journal of Econometrics,87(1):115-143.
- Boot A W A.2000.Relationship banking:What do we know?[J].Journal of Financial Intermediation,9(1):7-25.
- Brandt L,Li H B.2003.Bank discrimination in transition economies:Ideology,information,or incentives?[J].Journal of Comparative Economics,31(3):387-413.
- Chan K S,Dang V Q T,Yan I K M.2012.Chinese firms’political connection,ownership,and financing constraints[J].Economics Letters,115(2):164-167.
- Charumilind C,Kali R,Wiwattanakantang Y.2006.Connected lending:Thailand before the financial crisis[J].Journal of Business,79(1):181-218.
- Cole R A.1998.The importance of relationships to the availability of credit[J].Journal of Banking&Finance,22(6/8):959-977.
- Cole R A,Goldberg L G,White L J.2004.Cookie cutter vs.character:The micro structure of small business lending by large and small banks[J].Journal of Financial and Quantitative Analysis,39(2):227-251.
- Cull R,Xu L C.2003.Who gets credit?The behavior of bureaucrats and state banks in allocating credit to Chinese state-owned enterprises[J].Journal of Development Economics,71(2):533-559.
- Cull R,Xu L C.2005.Institutions,ownership,and finance:The determinants of profit reinvestment among Chinese firms[J].Journal of Financial Economics,77(1):117-146.
- Diamond D W.1991.Monitoring and reputation:The choice between bank loans and directly placed debt[J].Journal of Political Economy,99(4):689-721.
- Dong X Y,Putterman L.2003.Soft budget constraints,social burdens,and labor redundancy in China’s state industry[J].Journal of Comparative Economics,31(1):110-133.
- Faccio M.2006.Politically connected firms[J].American Economic Review,96(1):369-386.
- Faccio M,Masulis R W,Mcconnell J J.2006.Political connections and corporate bailouts[J].The Journal of Finance,61(6):2597-2635.
- Fisman R.2001.Estimating the value of political connections[J].American Economic Review,91(4):1095-1102.
- Frank M Z,Goyal V K.2003.Testing the pecking order theory of capital structure[J].Journal of Financial Economics,67(2):217-248.
- Giannetti M,Liao G M,Yu X Y.2015.The brain gain of corporate boards:Evidence from China[J].The Journal of Finance,70(4):1629-1682.
- Harhoff D,K9rting T.1998.Lending relationships in Germany-empirical evidence from survey[J].Journal of Banking&Finance,22(10):1317-1353.
- Jiangli W,Unal H,Yom C.2008.Relationship lending,accounting disclosure,and credit availability:During the Asian financial crisis[J].Journal of Money,Credit and Banking,40(1):25-55.
- Johnson S,Mitton T.2003.Cronyism and capital controls:Evidence from malaysia[J].Journal of Financial Economics,67(2):351-382.
- Kano M,Uchida H,Udell G F,et al.2011.Information verifiability,bank organization,bank competition and bank-borrower relationships[J].Journal of Banking&Finance,35(4):935-954.
- Khwaja A I,Mian A.2005.Do lenders favor politically connected firms?Rent provision in an emerging financial market[J].The Quarterly Journal of Economics,120(4):1371-1411.
- Levinsohn J,Petrin A.2003.Estimating production functions using inputs to control for unobservables[J].The Review of Economic Studies,70(2):317-341.
- Li H B,Meng L S,Wang Q,et al.2008.Political connections,financing and firm performance:Evidence from Chinese private firms[J].Journal of Development Economics,87(2):283-299.
- Malesky E J,Taussig M.2009.Where is credit due?Legal institutions,connections,and the efficiency of bank lending in vietnam[J].Journal of Law,Economics,&Organization,25(2):535-578.
- Olley G S,Pakes A.1996.The dynamics of productivity in the telecommunications equipment industry[J].Econometrica,64(6):1263-1297.
- 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.
- Rajan R G,Zingales L.1995.What do we know about capital structure?Some evidence from international data[J].The Journal of Finance,50(5):1421-1460.
- Roberts B E.1990.A dead senator tells no lies:Seniority and the distribution of federal benefits[J].American Journal of Political Science,34(1):31-58.
- Roodman D.2009.How to do xtabond2:An introduction to difference and system GMM in stata[J].The Stata Journal,9(1):86-136.
- Stiglitz J E,Weiss A.1981.Credit rationing in markets with imperfect information[J].American Economic Review,71(3):393-410.