External Financing and High-Tech Industrial Innovation——An Empirical Study Based on Spatial Spillover Perspective
Gao Yang1,2, Li Yunhai1
1. School of Economics and Management,Beijing University of Technology,Beijing 100124,China; 2. Research Base of Beijing Modern Manufacturing Development,Beijing 100124,China
Abstract:The paper takes the high-tech industry as the research object,uses panel data from 2005 to 2016 in 30 provinces in China(excluding Tibet),analyzes the spatial spillover effect of three types of external financing(bank credit,stock market financing and venture capital)on the innovation capability of high-tech industries through Spatial Dubin Model(SDM).The results show that bank credit is not significant enough for the innovation of high-tech industry in the aspect of direct effect.In contrast,stock market financing and venture capital have a significant role in promoting the innovation of high-tech industry.In terms of indirect effect,bank credit,stock market financing and venture capital all show significant positive spatial spillover effect,and the spillover effect will be affected by the difference of innovation ability of high-tech industry,which is showed that the stronger the innovation ability of high-tech industry is,the more significant the spatial spillover effect of different financing methods will be.
[1] 周方召,符建华,仲深.外部融资、企业规模与上市公司技术创新[J].科研管理,2014,35(3):116-122. [2] 孙早,肖利平.融资结构与企业自主创新——来自中国战略性新兴产业A股上市公司的经验证据[J].经济理论与经济管理,2016(3):45-58. [3] SHANG H,SONG Q,WU Y.Credit market development and firm innovation:evidence from the People's Republic of China[J].Journal of the Asia Pacific economy,2017,22(1):71-89. [4] KING R G,LEVINE R.Finance,entrepreneurship and growth[J].Journal of monetary economics,1993,32(3):513-542. [5] LAEVEN L,VALENCIA F.The use of blanket guarantees in banking brises[J].Journal of international money & finance,2012,31(5):1220-1248. [6] CORNAGGIA J,MAO Y,TIAN X,et al.Does banking competition affect innovation[J].Journal of financial economics,2015,115(1):189-209. [7] 刘锦,王学军.寻租、腐败与企业研发投入——来自30省12367家企业的证据[J].科学学研究,2014,32(10):1509-1517. [8] 蔡竞,董艳.银行业竞争与企业创新——来自中国工业企业的经验证据[J].金融研究,2016(11):96-111 [9] BROWN J R,MARTINSSON G,PETERSEN B C.Do financing constraints matter for R&D[J].European economic review,2012,56(8):1512-1529. [10] LEVINE R,ZERVOS S.Stockmarkets,banks,and economic growth[M].Washington:The World Bank,1999. [11] 汪炜,李甫伟.股市发展能够推动产业转型升级吗——来自中国A股上市公司的证据[J].财贸经济,2010(9):37-43. [12] 钟腾,汪昌云.金融发展与企业创新产出——基于不同融资模式对比视角[J].金融研究,2018,450(12):127-142. [13] LEVINE R.Finance and growth:theory and evidence[J].Social science electronic publishing,2004,1(5):37-40. [14] FARIA A P,BARBOSA N.Does venture capital really foster innovation[J].Economics letters,2014,122(2):129-131. [15] CHEMMANUR T J,KRISHNAN K,NANDY D.K.How does venture capital financing improve efficiency in private firms? a look beneath the surface[J].The review of financial studies,2011,24(12):4037-4090. [16] DARBY M R,ZUCKER L G.Grilichesian breakthroughs:inventions of methods of inventing and firm entry in nanotechnology[R].NBER working paper No.9825,2003. [17] ARVANITIS S,STUCKI T.The impact of venture capital on the persistence of innovation activities of start-ups[J].Small business economics,2014,42(4):849-870. [18] KESKIN H D,ABDIOGLU Z.Factors affecting the geographical distribution of bank branches in Turkey[J].European journal of social sciences,2011,19(4):573-587. [19] 熊鹏,王飞.中国金融深化对经济增长内生传导渠道研究——基于内生增长理论的实证比较[J].金融研究,2008(2):51-60. [20] ALESSANDRINI P,PRESBITERO A F,ZAZZARO A.Bank size or distance:what hampers innovation adoption by SMEs[J].Journal of economic geography,2009,10(6):845-881. [21] BONFIM D,DAI Q,FRANCO F.The number of bank relationships and borrowing costs:the role of information asymmetries[J].Journal of empirical finance,2018,46:191-209. [22] SUBHASH K B.Geography of venture capital financing:a global perspective[J].The journal of wealth management,2007,9(4):13-28. [23] SAMILA S,SORENSON O.Venture capital,entrepreneurship,and economic growth[J].Social science electronic publishing,2011,93(1):338-349. [24] LESAGE J,PACE R K.Introduction to spatial econometrics[M].London:Chapman and Hall/CRC,2009. [25] ELHORST P,PIRAS G,ARBIA G.Growth and gonvergence in a multiregional model with space-time dynamics[J].Geographical analysis,2010,42(3):338-355. [26] 王鹤,周少君.城镇化影响房地产价格的“直接效应”与“间接效应”分析——基于中国地级市动态空间杜宾模型[J].南开经济研究,2017(2):5-24. [27] CAI H,LIU Q,XIAO G.Does competition encourage unethical behavior? The case of corporate profit hiding in China[J].Social science electronic publishing,2006,44(S2):311-312. [28] CULL R,XU L C,ZHU T.Formal finance and trade credit during China's transition[J].Journal of financial intermediation,2009,18(2):173-192. [29] 刘俊,白永秀,韩先锋.城市化对中国创新效率的影响——创新二阶段视角下的SFA模型检验[J].管理学报,2017,14(5):704-712.