政府补贴与资源循环利用企业生产率——基于中国上市公司面板门槛效应实证研究
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摘要
当前,中国面临着严峻的资源环境问题,为解决日益严峻的资源环境双重约束,政府投入大量补贴资金促进资源循环利用产业发展,补贴效果备受关注。为了探究政府补贴对资源循环利用企业生产效率的影响,本文利用2012—2016年51家上市公司面板数据,使用固定效应模型和门槛面板模型从微观层面分析补贴对企业全要素生产率(TFP)的影响。结果表明:政府补贴对企业TFP呈现非线性影响;而且,补贴对企业TFP影响存在门槛效应,政府补贴对企业生产率的影响效果与企业获补贴强度密切相关:在(1.5%,1.6%]区间内补贴显著促进TFP增长,在(1.6%,2.7%]区间时补贴无效率,大于2.7%时补贴显示出抑制作用;进一步对门槛效应的内在机理进行分析,发现补贴在促进阶段刺激了企业研发投入,而在抑制阶段增加了企业的寻租成本。最后,本文提出相应政策建议,以期完善中国资源循环利用企业的补贴政策、促进产业可持续发展。
At present, China is facing a severe resource and environment problem. In order to solve the increasingly dual constraints of resource and environment, the Chinese government had invested a large amount of subsidies to promote the development of resource recycling industry.According to previous studies, subsidy was a "double-edged sword, " on which the impact was associated with uncertainty. In order to explore the impact of government subsidies on the production efficiency of resource recycling enterprises, this investigation used the panel data of 51 listed enterprises in China from 2012 to 2016 to characterize the impact of subsidies on total factor productivity(TFP) at a micro level by using fixed effect model and threshold panel model. It concluded that government subsidies have a nonlinear effect on TFP. Furthermore, there is a threshold effect of subsidies on TFP, which is closely related to the subsidy intensity. Subsidies did show a promoting effect in the(1.5%, 1.6%] interval, with an ineffective impact within the range(1.6%, 2.7%], and an inhibitory effect when the subsidies are greater than 2.7%. Further intrinsic mechanism analysis demonstrated that the subsidies stimulated enterprises' R&D investment during the promotion phase and increased enterprises' rent-seeking costs during the inhibition phase. It is noted that the advisable suggestion for upgrading the current development of the resource recycling industry was initiated. We assume that this will provide a valuable reference for the adjustment of subsidy policy and the development of resource recycling industry in China.
At present, China is facing a severe resource and environment problem. In order to solve the increasingly dual constraints of resource and environment, the Chinese government had invested a large amount of subsidies to promote the development of resource recycling industry.According to previous studies, subsidy was a "double-edged sword, " on which the impact was associated with uncertainty. In order to explore the impact of government subsidies on the production efficiency of resource recycling enterprises, this investigation used the panel data of 51 listed enterprises in China from 2012 to 2016 to characterize the impact of subsidies on total factor productivity(TFP) at a micro level by using fixed effect model and threshold panel model. It concluded that government subsidies have a nonlinear effect on TFP. Furthermore, there is a threshold effect of subsidies on TFP, which is closely related to the subsidy intensity. Subsidies did show a promoting effect in the(1.5%, 1.6%] interval, with an ineffective impact within the range(1.6%, 2.7%], and an inhibitory effect when the subsidies are greater than 2.7%. Further intrinsic mechanism analysis demonstrated that the subsidies stimulated enterprises' R&D investment during the promotion phase and increased enterprises' rent-seeking costs during the inhibition phase. It is noted that the advisable suggestion for upgrading the current development of the resource recycling industry was initiated. We assume that this will provide a valuable reference for the adjustment of subsidy policy and the development of resource recycling industry in China.
引文
[1]中华人民共和国国务院.关于加快培育和发展战略性新兴产业的决定[EB/OL].(2010-10-18)[2018-05-30].http://www.gov.cn/zwgk/2010-10/18/content_1724848.htm.[State Council of China.Decision on Accelerating the Cultivation and Development of Strategic Emerging Industries[EB/OL].(2010-10-18)[2018-05-30].http://www.gov.cn/zwgk/2010-10/18/content_1724848.htm.]
[2]Frye T,Shleifer A.The invisible hand and the grabbing hand[J].Nber Working Papers,1997,87(2):354-358.
[3]赵凯,郭占强,魏浩杰,等.“十二五”期间资源循环利用产业发展回顾[EB/OL].(2017-08-02)[2018-05-30].http://gjss.ndrc.gov.cn/zttp/xyqzlxxhg/201708/t20170802_856964.html.[Zhao K,Guo Z Q,Wei H J,et al.Review of the Development of Resource Recycling Industry during the"12th Five-Year"Period[EB/OL].(2017-08-02)[2018-05-30].http://gjss.ndrc.gov.cn/zttp/xyqzlxxhg/201708/t20170802_856964.html.]
[4]蒋省三.蒋省三在“‘互联网+’时代再生资源产业创新发展论坛”致辞[J].再生资源与循环经济,2015,8(5):2-2.[Jang S S.Shengsan Jang gave a speech at the"Internet plus"era of renewable resources industry innovation and development forum[J].Recyclable Resources and Circular Economy,2015,8(5):2-2.]
[5]Alecke B,Mitze T,Reinkowski J,et al.Does firm size make a difference?Analysing the effectiveness of R&D subsidies in East Germany[J].German Economic Review,2012,13(2):174-195.
[6]陆国庆,王舟,张春宇.中国战略性新兴产业政府创新补贴的绩效研究[J].经济研究,2014,49(7):44-55.[Lu G Q,Wang Z,Zhang C Y.Research on the performance of government innovation subsidy in China's strategic emerging industries[J].Economic Research Journal,2014,49(7):44-55.]
[7]Sissoko A.R&D Subsidies and Firm-Level Productivity:Evidence from France[R].Discussion Paper Series No.2011002,2011.
[8]汪秋明,韩庆潇,杨晨.战略性新兴产业中的政府补贴与企业行为-基于政府规制下的动态博弈分析视角[J].财经研究,2014,40(7):43-53.[Wang Q M,Han Q X,Yang C.Government subsidies and corporate behavior in strategic emerging industries-a perspective of dynamic game based on government regulation[J].Journal of Finance and Economics,2014,40(7):43-53.]
[9]邵敏,包群.政府补贴与企业生产率-基于我国工业企业的经验分析[J].中国工业经济,2012,(7):70-82.[Shao M,Bao Q.Government subsidies and firm’s productivity-an empirical study based on Chinese industrial plants[J].China Industrial Economics,2012,(7):70-82.]
[10]Hitaj C.Wind power development in the United States[J].Journal of Environmental Economics and Management,2013,65(3):394-410
[11]解维敏,唐清泉,陆姗姗.政府R&D资助,企业R&D支出与自主创新-来自中国上市公司的经验证据[J].金融研究,2009,(6):86-99.[Xie W M,Tang Q Q,Lu S S.The public R&D subsidies,private R&D investment and independent innovation-empirical evidence from Chinese Listed Companies[J].Financial Research,2009,(6):86-99.]
[12]余明桂,回雅甫,潘红波.政治联系、寻租与地方政府财政补贴有效性[J].经济研究,2010,(3):65-77.[Yu M G,Hui Y F,Pan HB.Political connections,rent seeking and the effectiveness of local government financial subsidies[J].Economic Research Journal,2010,(3):65-77.]
[13]Beason R,Weinstein D E.Growth,economies of scale,and targeting in Japan(1955-1990)[J].Review of Economics&Statistics,1996,78(2):286-295.
[14]Lee J W.Government interventions and productivity growth[J].Journal of Economic Growth,1996,1(3):391-414.
[15]Gwartney J,Lawson R,Holcombe R.The Size and Functions of the Government and Economic Growth[R].Washington DC:Joint Economic Committee,U.S.Congress,1998.
[16]邹彩芬,许家林,王雅鹏.政府财税补贴政策对农业上市公司绩效影响实证分析[J].产业经济研究,2006,(3):53-59.[Zou C F,Xu J L,Wang Y P.An empirical analysis of the effect of government fiscal and taxation subsidy policy on the performance of agricultural listed companies[J].Industrial Economics Research,2006,(3):53-59.]
[17]唐清泉,罗党论.政府补贴动机及其效果的实证研究-来自中国上市公司的经验证据[J].金融研究,2007,(6):149-163.201811[Tang Q Q,Luo D L.Empirical research on the motivation and effect of government subsidy-empirical evidence from Chinese listed companies[J].Journal of Financial Research,2007,(6):149-163.]
[18]安同良,周绍东,皮建才.R&D补贴对中国企业自主创新的激励效应[J].经济研究,2009,44(10):87-98.[An T L,Zhou S D,Pi J C.The incentive effect of R&D subsidy on independent innovation of Chinese enterprises[J].Economic Research Journal,2009,44(10):87-98.]
[19]周方召,仲深,王雷.财税补贴、风险投资与高新技术企业的生产效率-来自中国物联网板块上市公司的经验证据[J].软科学,2013,27(3):100-105.[Zhou F Z,Zhong S,Wang L.Subsidy venture capital and productivity of high tech enterprises-an empirical analysis from Chinese listed company of internet of things[J].Soft Science,2013,27(3):100-105.]
[20]赵璨,王竹泉.企业迎合行为与政府补贴绩效研究-基于企业不同盈利状况的分析[J].中国工业经济,2015,(7):130-145.[Zhao C,Wang Z Q.Research on the catering behavior of enterprise and government subsidy performance-based on the analysis of the enterprise’s profitability[J].China Industrial Economics,2015,(7):130-145.]
[21]Robinson K,Harris R.Industrial policy in Great Britain and its effect on total factor productivity in manufacturing plants,1990-1998[J].Scottish Journal of Political Economy,2004,51(4):528-543.
[22]Tzelepis D,Skuras D.The effects of regional capital subsidies on firm performance:an empirical study[J].Journal of Small Business&Enterprise Development,2004,11(1):121-129.
[23]毛其淋,许家云.政府补贴对企业新产品创新的影响-基于补贴强度“适度区间”的视角[J].中国工业经济,2015,(6):94-107.[Mao Q L,Xu J Y.The effect of government subsidy on firm’s new product innovation-an analysis based on the moderate interval of subsidy intensity[J].China Industrial Economics,2015,(6):94-107.]
[24]李晓钟,吴振雄,张小蒂.政府补贴对物联网企业生产效率的影响研究-基于沪深两市2010-2013年公司数据的实证检验[J].中国软科学,2016,(2):105-113.[Li X Z,Wu Z X,Zhang X D.Effect of government subsidies on productivity of IOT enterprisesan empirical study based on data of listed companies from 2010 to2013[J].China Soft Science,2016,(2):105-113.]
[25]Yu F,Guo Y,Le-Nguyen K,et al.The impact of government subsidies and enterprises’R&D investment:a panel data study from renewable energy in China[J].Energy Policy,2016,89:106-113.
[26]Xiong Y,Yang X.Government subsidies for the Chinese photovoltaic industry[J].Energy Policy,2016,99:111-119.
[27]尹恒,柳荻,李世刚.企业全要素生产率估计方法比较[J].世界经济文汇,2015,(4):1-21.[Yin H,Liu D,Li S G.Comparison of total factor productivity estimation methods in enterprises[J].World Economic Papers,2015,(4):1-21.]
[28]Guellec D.The impact of public R&D expenditure on business R&D*[J].Economics of Innovation&New Technology,2003,12(3):225-243.
[29]Berger A N,Udell G F.The economics of small business finance:The roles of private equity and debt markets in the financial growth cycle[J].Journal of Banking&Finance,1998,22(6-8):613-673.
[30]Narayanan V K,Pinches G E,Kelm K M,et al.The influence of voluntarily disclosed qualitative information[J].Strategic Management Journal,2000,21(7):707-722.
[31]Spence M.Job market signaling[J].Quarterly Journal of Economics,1973,87(3):355-374.
[32]郭晓丹,何文韬.战略性新兴产业政府R&D补贴信号效应的动态分析[J].经济学动态,2011,(9):88-93.[Guo X D,He W T.Dynamic analysis of R&D subsidy signal effect in strategic emerging industries government[J].Economic Perspectives,2011,(9):88-93.]
[33]Leibenstein H.Allocative efficiency vs.“X-efficiency”[J].The American Economic Review,1966,56(3):392-415.
[34]温敏,吴宇家,宋超健,等.资源循环利用产业洞察[R].北京:远卓绿色产业研究中心,2016.[Wen M,Wu J Y,Song C J,et al.Resource Recycling Industry Insight[R].Beijing:Yuanzhuo Green Industry Research Center,2016.]
[35]周汉城.我国再生资源产业园区概况、面临的问题和发展趋势[J].再生资源与循环经济,2016,9(5):18-21.[Zhou H C.General situation,problems and development trend of China's renewable resources industrial park[J].Recyclable Resources and Circular Economy,2016,9(5):18-21.]
[36]陈冬华.地方政府、公司治理与补贴收入-来自我国证券市场的经验证据[J].财经研究,2003,29(9):15-21.[Chen D H.Astudy and analysis on local government,corporate governance-empirical evidence from subsidy in China[J].Journal of Finance and Economics,2003,29(9):15-21.]
[37]潘越,戴亦一,李财喜.政治关联与财务困境公司的政府补助-来自中国ST公司的经验证据[J].南开管理评论,2009,12(5):6-17.[Pan Y,Dai Y Y,Li C X.Political connections and government subsidies of companies in financial distress-empirical evidence from Chinese ST listed companies[J].Nankai Business Review,2009,12(5):6-17.]
[38]任曙明,张静.补贴、寻租成本与加成率-基于中国装备制造企业的实证研究[J].管理世界,2013,(10):118-129.[Ren S M,Zhang J.Subsidy,rent-seeking cost and markup rate:an empirical study based on Chinese equipment manufacturing enterprises[J].Management World,2013,(10):118-129.]
[39]顾元媛.寻租行为与R&D补贴效率损失[J].经济科学,2011,33(5):91-103.[Gu Y Y.Rent-seeking behavior and loss of R&Dsubsidy efficiency[J].Economic Science,2011,33(5):91-103.]
[40]中华人民共和国国家发展改革委员会.战略性新兴产业重点产品和服务指导名录[EB/OL].(2017-02-04)[2018-05-30].http://www.gov.cn/xinwen/2017-02/04/content_5165379.htm.[National Development and Reform Commission of China.Directory of Key Products and Services for Strategic Emerging Industries[EB/OL].(2017-02-04)[2018-05-30].http://www.gov.cn/xinwen/2017-02/04/content_5165379.htm.]
[41]中华人民共和国国务院.“十二五”国家战略性新兴产业发展规划[EB/OL].(2012-07-09)[2018-05-30].http://www.gov.cn/zwgk/2012-07/20/content_2187770.htm.[State Council of China."12th Five-Year"National Strategic Emerging Industries Development Plan[EB/OL].(2012-07-09)[2018-05-30].http://www.gov.cn/zwgk/2012-07/20/content_2187770.htm.
[42]杨汝岱.中国制造业企业全要素生产率研究[J].经济研究,2015,(2):61-74.[Yang R D.Research on total factor productivity of Chinese manufacturing enterprises[J].Economic Research Journal,2015,(2):61-74.]
[43]Hansen B E.Threshold effects in non-dynamic panels:estimation,testing,and inference[J].Journal of Econometrics,1999,93(2):345-368.
[44]高良谋,卢建词.内部薪酬差距的非对称激励效应研究-基于制造业企业数据的门槛面板模型[J].中国工业经济,2015,(8):114-129.[Gao L M,Lu J C.Research on asymmetric incentive effect of internal pay dispersion-threshold panel model based on manufacturing firm data[J].China Industrial Economics,2015,(8):114-129.]
[45]Olley G S,Pakes A.The dynamics of productivity in the telecommunications equipment industry[J].Nber Working Papers,1992,64(6):1263-1297.
[46]Levinsohn J,Petrin A.Estimating production functions using inputs to control for unobservables[J].Nber Working Papers,2000,70(2):317-341.
[47]鲁晓东,连玉君.中国工业企业全要素生产率估计:1999-2007[J].经济学(季刊),2012,11(2):541-558.[Lu X D,Lian Y J.Total factor productivity of Chinese industrial enterprises:1999-2007[J].China Economic Quarterly,2012,11(2):541-558.]
[48]任曙明,孙飞.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,2014,40(8):42-56.[Ren S M,Sun F.Demand size,idiosyncratic R&D and productivity-an empirical study based on AFC method[J].Journal of Finance and Economics,2014,40(8):42-56.]
[49]中华人民共和国国家统计局.2016中国统计年鉴[EB/OL].(2016-12)[2018-05-30].http://www.stats.gov.cn/tjsj/ndsj/2016/indexch.htm.[People's Republic of China National Bureau of Statistics.2016 China Statistical Yearbook[EB/OL].(2016-12)[2018-05-30].http://www.stats.gov.cn/tjsj/ndsj/2016/indexch.htm.]
[50]戴小勇,成力为.研发投入强度对企业绩效影响的门槛效应研究[J].科学学研究,2013,31(11):1708-1716.[Dai X Y,Cheng LW.Threshold effect of R&D input intensity on firm performance[J].Studies in Science of Science,2013,31(11):1708-1716.]
[51]王昀,孙晓华.政府补贴驱动工业转型升级的作用机理[J].中国工业经济,2017,(10):99-117.[Wang Y,Sun X H.The mechanism of industrial transformation and upgrading driven by government subsidies[J].China Industrial Economics,2017,(10):99-117.]
[52]李平.提升全要素生产率的路径及影响因素-增长核算与前沿面分解视角的梳理分析[J].管理世界,2016,(9):1-11.[Li P.Paths and influencing factors of improving total factor productivity:a carding analysis from the perspective of growth accounting and frontier-level decomposition[J].Management World,2016,(9):1-11.]
[53]Isaksson A.Determinants of Total Factor Productivity:a Literature Review[R].Vienna:Staff Working Paper,2007.
[54]Ehie I C,Olibe K.The effect of R&D investment on firm value:An examination of US manufacturing and service industries[J].International Journal of Production Economics,2010,128(1):127-135.
[55]孙晓华,王昀.企业规模对生产率及其差异的影响-来自工业企业微观数据的实证研究[J].中国工业经济,2014,(5):57-69.[Sun X H,Wang Y.The influence of firm size on productivity and difference-based on the empirical test of industrial firms in China[J].China Industrial Economics,2014,(5):57-69.]
[56]陈日清,亓爱凤.市场约束、内部公司治理与上市公司全要素生产率-基于面板随机前沿模型的分析[J].投资研究,2014,(10):104-117.[Chen R Q,Qi A F.Market constraint,internal corporate governance and total factor productivity of listed companiesan analysis based on panel stochastic frontier model[J].Review of Investment Studies,2014,(10):104-117.]
[57]浦正宁,孙霄凌,金晓月.信息产业行业内生产率变动及影响因素的差异探究-基于中国上市公司公开数据的实证[J].审计与经济研究,2014,29(6):94-102.[Pu Z N,Sun X L,Jin X Y.Analysis of productivity efficiency and effective factors differences in IT industry-an empirical study based on open data of Chinese listed companies[J].Journal of Audit&Economics,2014,29(6):94-102.]
[58]李春霞.产品市场竞争、所有权性质与全要素生产率-来自中国上市公司的经验证据[J].财贸研究,2016,(1):19-27.[Li CX.Product market competition,nature of ownership,and total factor productivity-empirical evidence from Chinese listed companies[J].Finance and Trade Research,2016,(1):19-27.]
[59]杰弗里·伍德里奇.计量经济学导论[M].北京:中国人民大学出版社,2009.[Jeffrey W.Introduction to Econometrics[M].Beijing:China Renmin University Press,2009.]
[60]陈强.高级计量经济学及Stata应用(第二版)[M].北京:高等教育出版社,2014.[Chen Q.Advanced Econometrics and Stata Application(Second Edition)[M].Beijing:Higher Education Press,2014.]
[61]孔东民,庞立让.研发投入对生产率提升的滞后效应:来自工业企业的微观证据[J].产业经济研究,2014,(6):69-80.[Kong DM,Pang L R.R&D and its lagged effect on the improvement of productivity:evidences from industrial enterprises[J].Industrial Economics Research,2014,(6):69-80.]
[62]成力为,戴小勇.研发投入分布特征与研发投资强度影响因素的分析-基于我国30万个工业企业面板数据[J].中国软科学,2012,(8):152-165.[Cheng L W,Dai X Y.The distribution of R&D investment and influence factors of R&D intensity-based on300,000 industrial enterprises'panel data in China[J].China Soft Science,2012,(8):152-165.]
[63]毛其淋,许家云.政府补贴、异质性与企业风险承担[J].经济学:季刊,2016,15(3):1533-1562.[Mao Q L,Xu J Y.Government subsidies,heterogeneity and corporate risk taking[J].China Economic Quarterly,2016,15(3):1533-1562.]
[64]杜欢政,张芳.中国资源循环利用产业发展模式研究[J].生态经济,2013,(7):33-37.[Du H Z,Zhang F.Research on the development model of China's resource recycling industry[J].Ecological Economy,2013,(7):33-37.]
[2]Frye T,Shleifer A.The invisible hand and the grabbing hand[J].Nber Working Papers,1997,87(2):354-358.
[3]赵凯,郭占强,魏浩杰,等.“十二五”期间资源循环利用产业发展回顾[EB/OL].(2017-08-02)[2018-05-30].http://gjss.ndrc.gov.cn/zttp/xyqzlxxhg/201708/t20170802_856964.html.[Zhao K,Guo Z Q,Wei H J,et al.Review of the Development of Resource Recycling Industry during the"12th Five-Year"Period[EB/OL].(2017-08-02)[2018-05-30].http://gjss.ndrc.gov.cn/zttp/xyqzlxxhg/201708/t20170802_856964.html.]
[4]蒋省三.蒋省三在“‘互联网+’时代再生资源产业创新发展论坛”致辞[J].再生资源与循环经济,2015,8(5):2-2.[Jang S S.Shengsan Jang gave a speech at the"Internet plus"era of renewable resources industry innovation and development forum[J].Recyclable Resources and Circular Economy,2015,8(5):2-2.]
[5]Alecke B,Mitze T,Reinkowski J,et al.Does firm size make a difference?Analysing the effectiveness of R&D subsidies in East Germany[J].German Economic Review,2012,13(2):174-195.
[6]陆国庆,王舟,张春宇.中国战略性新兴产业政府创新补贴的绩效研究[J].经济研究,2014,49(7):44-55.[Lu G Q,Wang Z,Zhang C Y.Research on the performance of government innovation subsidy in China's strategic emerging industries[J].Economic Research Journal,2014,49(7):44-55.]
[7]Sissoko A.R&D Subsidies and Firm-Level Productivity:Evidence from France[R].Discussion Paper Series No.2011002,2011.
[8]汪秋明,韩庆潇,杨晨.战略性新兴产业中的政府补贴与企业行为-基于政府规制下的动态博弈分析视角[J].财经研究,2014,40(7):43-53.[Wang Q M,Han Q X,Yang C.Government subsidies and corporate behavior in strategic emerging industries-a perspective of dynamic game based on government regulation[J].Journal of Finance and Economics,2014,40(7):43-53.]
[9]邵敏,包群.政府补贴与企业生产率-基于我国工业企业的经验分析[J].中国工业经济,2012,(7):70-82.[Shao M,Bao Q.Government subsidies and firm’s productivity-an empirical study based on Chinese industrial plants[J].China Industrial Economics,2012,(7):70-82.]
[10]Hitaj C.Wind power development in the United States[J].Journal of Environmental Economics and Management,2013,65(3):394-410
[11]解维敏,唐清泉,陆姗姗.政府R&D资助,企业R&D支出与自主创新-来自中国上市公司的经验证据[J].金融研究,2009,(6):86-99.[Xie W M,Tang Q Q,Lu S S.The public R&D subsidies,private R&D investment and independent innovation-empirical evidence from Chinese Listed Companies[J].Financial Research,2009,(6):86-99.]
[12]余明桂,回雅甫,潘红波.政治联系、寻租与地方政府财政补贴有效性[J].经济研究,2010,(3):65-77.[Yu M G,Hui Y F,Pan HB.Political connections,rent seeking and the effectiveness of local government financial subsidies[J].Economic Research Journal,2010,(3):65-77.]
[13]Beason R,Weinstein D E.Growth,economies of scale,and targeting in Japan(1955-1990)[J].Review of Economics&Statistics,1996,78(2):286-295.
[14]Lee J W.Government interventions and productivity growth[J].Journal of Economic Growth,1996,1(3):391-414.
[15]Gwartney J,Lawson R,Holcombe R.The Size and Functions of the Government and Economic Growth[R].Washington DC:Joint Economic Committee,U.S.Congress,1998.
[16]邹彩芬,许家林,王雅鹏.政府财税补贴政策对农业上市公司绩效影响实证分析[J].产业经济研究,2006,(3):53-59.[Zou C F,Xu J L,Wang Y P.An empirical analysis of the effect of government fiscal and taxation subsidy policy on the performance of agricultural listed companies[J].Industrial Economics Research,2006,(3):53-59.]
[17]唐清泉,罗党论.政府补贴动机及其效果的实证研究-来自中国上市公司的经验证据[J].金融研究,2007,(6):149-163.201811[Tang Q Q,Luo D L.Empirical research on the motivation and effect of government subsidy-empirical evidence from Chinese listed companies[J].Journal of Financial Research,2007,(6):149-163.]
[18]安同良,周绍东,皮建才.R&D补贴对中国企业自主创新的激励效应[J].经济研究,2009,44(10):87-98.[An T L,Zhou S D,Pi J C.The incentive effect of R&D subsidy on independent innovation of Chinese enterprises[J].Economic Research Journal,2009,44(10):87-98.]
[19]周方召,仲深,王雷.财税补贴、风险投资与高新技术企业的生产效率-来自中国物联网板块上市公司的经验证据[J].软科学,2013,27(3):100-105.[Zhou F Z,Zhong S,Wang L.Subsidy venture capital and productivity of high tech enterprises-an empirical analysis from Chinese listed company of internet of things[J].Soft Science,2013,27(3):100-105.]
[20]赵璨,王竹泉.企业迎合行为与政府补贴绩效研究-基于企业不同盈利状况的分析[J].中国工业经济,2015,(7):130-145.[Zhao C,Wang Z Q.Research on the catering behavior of enterprise and government subsidy performance-based on the analysis of the enterprise’s profitability[J].China Industrial Economics,2015,(7):130-145.]
[21]Robinson K,Harris R.Industrial policy in Great Britain and its effect on total factor productivity in manufacturing plants,1990-1998[J].Scottish Journal of Political Economy,2004,51(4):528-543.
[22]Tzelepis D,Skuras D.The effects of regional capital subsidies on firm performance:an empirical study[J].Journal of Small Business&Enterprise Development,2004,11(1):121-129.
[23]毛其淋,许家云.政府补贴对企业新产品创新的影响-基于补贴强度“适度区间”的视角[J].中国工业经济,2015,(6):94-107.[Mao Q L,Xu J Y.The effect of government subsidy on firm’s new product innovation-an analysis based on the moderate interval of subsidy intensity[J].China Industrial Economics,2015,(6):94-107.]
[24]李晓钟,吴振雄,张小蒂.政府补贴对物联网企业生产效率的影响研究-基于沪深两市2010-2013年公司数据的实证检验[J].中国软科学,2016,(2):105-113.[Li X Z,Wu Z X,Zhang X D.Effect of government subsidies on productivity of IOT enterprisesan empirical study based on data of listed companies from 2010 to2013[J].China Soft Science,2016,(2):105-113.]
[25]Yu F,Guo Y,Le-Nguyen K,et al.The impact of government subsidies and enterprises’R&D investment:a panel data study from renewable energy in China[J].Energy Policy,2016,89:106-113.
[26]Xiong Y,Yang X.Government subsidies for the Chinese photovoltaic industry[J].Energy Policy,2016,99:111-119.
[27]尹恒,柳荻,李世刚.企业全要素生产率估计方法比较[J].世界经济文汇,2015,(4):1-21.[Yin H,Liu D,Li S G.Comparison of total factor productivity estimation methods in enterprises[J].World Economic Papers,2015,(4):1-21.]
[28]Guellec D.The impact of public R&D expenditure on business R&D*[J].Economics of Innovation&New Technology,2003,12(3):225-243.
[29]Berger A N,Udell G F.The economics of small business finance:The roles of private equity and debt markets in the financial growth cycle[J].Journal of Banking&Finance,1998,22(6-8):613-673.
[30]Narayanan V K,Pinches G E,Kelm K M,et al.The influence of voluntarily disclosed qualitative information[J].Strategic Management Journal,2000,21(7):707-722.
[31]Spence M.Job market signaling[J].Quarterly Journal of Economics,1973,87(3):355-374.
[32]郭晓丹,何文韬.战略性新兴产业政府R&D补贴信号效应的动态分析[J].经济学动态,2011,(9):88-93.[Guo X D,He W T.Dynamic analysis of R&D subsidy signal effect in strategic emerging industries government[J].Economic Perspectives,2011,(9):88-93.]
[33]Leibenstein H.Allocative efficiency vs.“X-efficiency”[J].The American Economic Review,1966,56(3):392-415.
[34]温敏,吴宇家,宋超健,等.资源循环利用产业洞察[R].北京:远卓绿色产业研究中心,2016.[Wen M,Wu J Y,Song C J,et al.Resource Recycling Industry Insight[R].Beijing:Yuanzhuo Green Industry Research Center,2016.]
[35]周汉城.我国再生资源产业园区概况、面临的问题和发展趋势[J].再生资源与循环经济,2016,9(5):18-21.[Zhou H C.General situation,problems and development trend of China's renewable resources industrial park[J].Recyclable Resources and Circular Economy,2016,9(5):18-21.]
[36]陈冬华.地方政府、公司治理与补贴收入-来自我国证券市场的经验证据[J].财经研究,2003,29(9):15-21.[Chen D H.Astudy and analysis on local government,corporate governance-empirical evidence from subsidy in China[J].Journal of Finance and Economics,2003,29(9):15-21.]
[37]潘越,戴亦一,李财喜.政治关联与财务困境公司的政府补助-来自中国ST公司的经验证据[J].南开管理评论,2009,12(5):6-17.[Pan Y,Dai Y Y,Li C X.Political connections and government subsidies of companies in financial distress-empirical evidence from Chinese ST listed companies[J].Nankai Business Review,2009,12(5):6-17.]
[38]任曙明,张静.补贴、寻租成本与加成率-基于中国装备制造企业的实证研究[J].管理世界,2013,(10):118-129.[Ren S M,Zhang J.Subsidy,rent-seeking cost and markup rate:an empirical study based on Chinese equipment manufacturing enterprises[J].Management World,2013,(10):118-129.]
[39]顾元媛.寻租行为与R&D补贴效率损失[J].经济科学,2011,33(5):91-103.[Gu Y Y.Rent-seeking behavior and loss of R&Dsubsidy efficiency[J].Economic Science,2011,33(5):91-103.]
[40]中华人民共和国国家发展改革委员会.战略性新兴产业重点产品和服务指导名录[EB/OL].(2017-02-04)[2018-05-30].http://www.gov.cn/xinwen/2017-02/04/content_5165379.htm.[National Development and Reform Commission of China.Directory of Key Products and Services for Strategic Emerging Industries[EB/OL].(2017-02-04)[2018-05-30].http://www.gov.cn/xinwen/2017-02/04/content_5165379.htm.]
[41]中华人民共和国国务院.“十二五”国家战略性新兴产业发展规划[EB/OL].(2012-07-09)[2018-05-30].http://www.gov.cn/zwgk/2012-07/20/content_2187770.htm.[State Council of China."12th Five-Year"National Strategic Emerging Industries Development Plan[EB/OL].(2012-07-09)[2018-05-30].http://www.gov.cn/zwgk/2012-07/20/content_2187770.htm.
[42]杨汝岱.中国制造业企业全要素生产率研究[J].经济研究,2015,(2):61-74.[Yang R D.Research on total factor productivity of Chinese manufacturing enterprises[J].Economic Research Journal,2015,(2):61-74.]
[43]Hansen B E.Threshold effects in non-dynamic panels:estimation,testing,and inference[J].Journal of Econometrics,1999,93(2):345-368.
[44]高良谋,卢建词.内部薪酬差距的非对称激励效应研究-基于制造业企业数据的门槛面板模型[J].中国工业经济,2015,(8):114-129.[Gao L M,Lu J C.Research on asymmetric incentive effect of internal pay dispersion-threshold panel model based on manufacturing firm data[J].China Industrial Economics,2015,(8):114-129.]
[45]Olley G S,Pakes A.The dynamics of productivity in the telecommunications equipment industry[J].Nber Working Papers,1992,64(6):1263-1297.
[46]Levinsohn J,Petrin A.Estimating production functions using inputs to control for unobservables[J].Nber Working Papers,2000,70(2):317-341.
[47]鲁晓东,连玉君.中国工业企业全要素生产率估计:1999-2007[J].经济学(季刊),2012,11(2):541-558.[Lu X D,Lian Y J.Total factor productivity of Chinese industrial enterprises:1999-2007[J].China Economic Quarterly,2012,11(2):541-558.]
[48]任曙明,孙飞.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,2014,40(8):42-56.[Ren S M,Sun F.Demand size,idiosyncratic R&D and productivity-an empirical study based on AFC method[J].Journal of Finance and Economics,2014,40(8):42-56.]
[49]中华人民共和国国家统计局.2016中国统计年鉴[EB/OL].(2016-12)[2018-05-30].http://www.stats.gov.cn/tjsj/ndsj/2016/indexch.htm.[People's Republic of China National Bureau of Statistics.2016 China Statistical Yearbook[EB/OL].(2016-12)[2018-05-30].http://www.stats.gov.cn/tjsj/ndsj/2016/indexch.htm.]
[50]戴小勇,成力为.研发投入强度对企业绩效影响的门槛效应研究[J].科学学研究,2013,31(11):1708-1716.[Dai X Y,Cheng LW.Threshold effect of R&D input intensity on firm performance[J].Studies in Science of Science,2013,31(11):1708-1716.]
[51]王昀,孙晓华.政府补贴驱动工业转型升级的作用机理[J].中国工业经济,2017,(10):99-117.[Wang Y,Sun X H.The mechanism of industrial transformation and upgrading driven by government subsidies[J].China Industrial Economics,2017,(10):99-117.]
[52]李平.提升全要素生产率的路径及影响因素-增长核算与前沿面分解视角的梳理分析[J].管理世界,2016,(9):1-11.[Li P.Paths and influencing factors of improving total factor productivity:a carding analysis from the perspective of growth accounting and frontier-level decomposition[J].Management World,2016,(9):1-11.]
[53]Isaksson A.Determinants of Total Factor Productivity:a Literature Review[R].Vienna:Staff Working Paper,2007.
[54]Ehie I C,Olibe K.The effect of R&D investment on firm value:An examination of US manufacturing and service industries[J].International Journal of Production Economics,2010,128(1):127-135.
[55]孙晓华,王昀.企业规模对生产率及其差异的影响-来自工业企业微观数据的实证研究[J].中国工业经济,2014,(5):57-69.[Sun X H,Wang Y.The influence of firm size on productivity and difference-based on the empirical test of industrial firms in China[J].China Industrial Economics,2014,(5):57-69.]
[56]陈日清,亓爱凤.市场约束、内部公司治理与上市公司全要素生产率-基于面板随机前沿模型的分析[J].投资研究,2014,(10):104-117.[Chen R Q,Qi A F.Market constraint,internal corporate governance and total factor productivity of listed companiesan analysis based on panel stochastic frontier model[J].Review of Investment Studies,2014,(10):104-117.]
[57]浦正宁,孙霄凌,金晓月.信息产业行业内生产率变动及影响因素的差异探究-基于中国上市公司公开数据的实证[J].审计与经济研究,2014,29(6):94-102.[Pu Z N,Sun X L,Jin X Y.Analysis of productivity efficiency and effective factors differences in IT industry-an empirical study based on open data of Chinese listed companies[J].Journal of Audit&Economics,2014,29(6):94-102.]
[58]李春霞.产品市场竞争、所有权性质与全要素生产率-来自中国上市公司的经验证据[J].财贸研究,2016,(1):19-27.[Li CX.Product market competition,nature of ownership,and total factor productivity-empirical evidence from Chinese listed companies[J].Finance and Trade Research,2016,(1):19-27.]
[59]杰弗里·伍德里奇.计量经济学导论[M].北京:中国人民大学出版社,2009.[Jeffrey W.Introduction to Econometrics[M].Beijing:China Renmin University Press,2009.]
[60]陈强.高级计量经济学及Stata应用(第二版)[M].北京:高等教育出版社,2014.[Chen Q.Advanced Econometrics and Stata Application(Second Edition)[M].Beijing:Higher Education Press,2014.]
[61]孔东民,庞立让.研发投入对生产率提升的滞后效应:来自工业企业的微观证据[J].产业经济研究,2014,(6):69-80.[Kong DM,Pang L R.R&D and its lagged effect on the improvement of productivity:evidences from industrial enterprises[J].Industrial Economics Research,2014,(6):69-80.]
[62]成力为,戴小勇.研发投入分布特征与研发投资强度影响因素的分析-基于我国30万个工业企业面板数据[J].中国软科学,2012,(8):152-165.[Cheng L W,Dai X Y.The distribution of R&D investment and influence factors of R&D intensity-based on300,000 industrial enterprises'panel data in China[J].China Soft Science,2012,(8):152-165.]
[63]毛其淋,许家云.政府补贴、异质性与企业风险承担[J].经济学:季刊,2016,15(3):1533-1562.[Mao Q L,Xu J Y.Government subsidies,heterogeneity and corporate risk taking[J].China Economic Quarterly,2016,15(3):1533-1562.]
[64]杜欢政,张芳.中国资源循环利用产业发展模式研究[J].生态经济,2013,(7):33-37.[Du H Z,Zhang F.Research on the development model of China's resource recycling industry[J].Ecological Economy,2013,(7):33-37.]