数字化发展对企业绿色创新的影响

doi:10.16381/j.cnki.issn1003-207x.2023.0308

Abstract

Abstract:

As the world's largest carbon emitter， China is committed to building a sustainable environmental governance system， and optimizing the industrial structure and energy structure. Green innovation is an important support for transforming the mode of economic development and promoting the construction of ecological civilization. How to promote enterprises to carry out effective and high-quality green innovation is an important issue to be solved urgently in the new era. At present， the rapid development of the digital economy and the depth of its influence are unprecedented. It has become a new force in the global restructuring of factor resources and economic structure， and in the changing of the competitive landscape. Therefore， in the context of digital economy， enterprise digital transformation will soon become an important driving force for the upgrading of green innovation strategy. In particular， the impact of digital development on the upgrading of enterprises' green innovation strategy is worthy of in-depth discussion.All A-share listed companies are selected from 2011 to 2020 as research samples. Based on natural resource base view and transaction cost theory， panel quantile regression model and adjustment mechanism model are constructed. The impact of enterprise digital development on green innovation and the specific transmission path is discussed， and then the regulatory role of financing constraints and local intellectual property protection on the impact of digital economy is explored. The results show that there is a significant positive correlation between enterprise digital development and green innovation， that is， enterprise digital development has a lagging incentive effect on green innovation， and can promote the output of green invention patents and green utility patents. According to the panel quantile regression， the innovation-driving effect of digital development is different for enterprises with different levels of green innovation output. With the continuous improvement of enterprises' green innovation level， the incentive effect of digital development is more and more significant. In addition， the regulatory mechanism analysis results show that the promotion effect of enterprise digital development on green innovation is more significant in enterprises with low financing constraints and strong local intellectual property protection. This study has certain reference significance for the consequences of digital economy and the development of enterprise green innovation.

Key words: digital development, green innovation, financing constraints, local intellectual property protection

CLC Number:

Li-ting FANG,Guan-lan ZHANG,Kun-ming LI. The Impact of Digital Development on Corporate Green Innovation[J]. Chinese Journal of Management Science, 2023, 31(12): 350-360.

Figures/Tables 7

References 30

1	王馨，王营.绿色信贷政策增进绿色创新研究［J］.管理世界，2021，37（6）：173-188+11.
	Wang Xin， Wang Ying. Research on the green innovation promoted by green credit policies［J］. Journal of Management World， 2021， 37（6）： 173-188+11.
2	王晓祺，宁金辉.强制社会责任披露能否驱动企业绿色转型？——基于我国上市公司绿色专利数据的证据［J］.审计与经济研究，2020，35（4）：69-77.
	Wang Xiaoqi， Ning Jinhui. Can mandatory social responsibility disclosure drive corporate green transformation？ Evidence based on green patent data of listed companies in china［J］. Journal of Audit & Economics， 2020， 35（4）： 69-77.
3	阳镇，陈劲，凌鸿程.媒体关注、环境政策不确定性与企业绿色技术创新——来自中国A股上市公司的经验证据［J］.管理工程学报，2023，37（4）：1-15.
	Yang Zhen， Chen Jin， Ling Hongcheng. Media attention， environmental policy uncertainty and firm′s green technology： empirical evidence from Chinese A-share listed firms［J］. Journal of Industrial Engineering and Engineering Management， 2023，37（4）： 1-15.
4	李青原，肖泽华.异质性环境规制工具与企业绿色创新激励——来自上市企业绿色专利的证据［J］.经济研究，2020，55（9）：192-208.
	Li Qingyuan， Xiao Zehua. Heterogeneous environmental regulation tools and green innovation incentives： evidence from green patents of listed companies［J］. Economic Research Journal， 2020， 55（9）： 192-208.
5	卢建词，姜广省.CEO绿色经历能否促进企业绿色创新？［J］.经济管理，2022，44（2）：106-121.
	Lu Jianci， Jiang Guangsheng. Can CEO green experience promotes the green innovation？［J］. Business and Management Journal， 2022， 44（2）： 106-121.
6	席龙胜，赵辉.高管双元环保认知、绿色创新与企业可持续发展绩效［J］.经济管理，2022，44（3）：139-158.
	Xi Longsheng， Zhao Hui. Senior executive dual environmental cognition， green innovation and enterprise sustainable development performance［J］. Business and Management Journal， 2022， 44（3）： 139-158.
7	刘淑春，闫津臣，张思雪，等.企业管理数字化变革能提升投入产出效率吗［J］.管理世界，2021，37（5）：170-190+13.
	Liu Shuchun， Yan Jinchen， Zhang Sixue， et al. Can corporate digital transformation promote input-output efficiency［J］. Journal of Management World， 2021， 37（5）： 170-190+13.
8	袁淳，肖土盛，耿春晓，等.数字化转型与企业分工：专业化还是纵向一体化［J］.中国工业经济，2021（9）：137-155.
	Yuan Chun， Xiao Tusheng， Geng Chunxiao， et al. Digital transformation and division of labor between enterprises： vertical specialization or vertical integration［J］. China Industrial Economics， 2021（9）： 137-155.
9	李荣，王瑜，陆正飞.互联网商业模式影响上市公司盈余质量吗——来自中国证券市场的经验证据［J］.会计研究，2020（10）：66-81.
	Li Rong， Wang Yu， Lu Zhengfei. Does the internet business model affect the earnings quality of listed firms？ Evidence from china's stock market［J］. Accounting Research， 2020（10）： 66-81.
10	马骏，朱斌，何轩.家族企业何以成为更积极的绿色创新推动者？——基于社会情感财富和制度合法性的解释［J］.管理科学学报，2020，23（9）：31-60.
	Ma Jun， Zhu Bin， He Xuan. How can family businesses become more active promoters of green innovation？ From the perspective of socioemotional wealth and institutional legitimacy［J］. Journal of Management Sciences in China， 2020， 23（9）： 31-60.
11	Jin Wei， Zhang Hengquan， Liu Shuangshuang， et al. Technological innovation， environmental regulation， and green total factor efficiency of industrial water resources［J］. Journal of Cleaner Production，2019，211：61-69.
12	靳毓，文雯，何茵.数字化转型对企业绿色创新的影响——基于中国制造业上市公司的经验证据［J］.财贸研究，2022，33（7）：69-83.
	Jin Yu， Wen Wen， He Yin.Impact of digital transformation on corporate green innovation： evidence from china’s manufacturing listed companies［J］. Finance and Trade Research， 2022， 33（7）： 69-83.
13	申明浩，谭伟杰.数字化与企业绿色创新表现——基于增量与提质的双重效应识别［J］.南方经济，2022（9）：118-138.
	Shen Minghao， Tan Weijie. Digitalization and green innovation performance of enterprises： identification of double effects based on increment and quality improvement［J］. South China Journal of Economics， 2022（9）： 118-138.
14	王旭，张晓宁，牛月微. 数据驱动与能力诅咒：绿色创新战略升级导向下企业数字化转型的战略悖论［J］.研究与发展管理，2022，34（4）：51-65.
	Wang Xu， Zhang Xiaoning， Niu Yuewei. Data driven and capability curse ： strategic paradox of enterprise digital transformation under the guidance of green innovation strategy upgrade［J］. R&D Management， 2022， 34（4）： 51-65.
15	王锋正，刘向龙，张蕾，等.数字化促进了资源型企业绿色技术创新吗？［J］.科学学研究，2022，40（2）：332-344.
	Wang Fengzheng， Liu Xianglong， Zhang Lei， et al. Does digitalization promote green technology innovation of resource - based enterprises？［J］. Studies in Science of Science， 2022， 40（2）： 332-344.
16	宋德勇，朱文博，丁海.企业数字化能否促进绿色技术创新？——基于重污染行业上市公司的考察［J］.财经研究，2022，48（4）：34-48.
	Song Deyong， Zhu Wenbo， Ding Hai. Can firm digitalization promote green technological innovation？An examination based on listed companies in heavy pollution industries［J］. Journal of Finance and Economics， 2022， 48（4）： 34-48.
17	杨东，柴慧敏.企业绿色技术创新的驱动因素及其绩效影响研究综述［J］.中国人口·资源与环境，2015，25（S2）：132-136.
	Yang Dong， Chai Huimin. A review of driving factors of green technology innovation and its effect on firm's performance［J］. China Population，Resources and Environment， 2015， 25（S2）： 132-136.
18	杜传忠，管海锋.数字经济与我国制造业出口技术复杂度——基于中介效应与门槛效应的检验［J］.南方经济，2021（12）：1-20.
	Du Chuanzhong， Guan Haifeng. Digital economy and export technical sophistication of china's manufacturing industry： test based on mediating effect and threshold effect［J］. South China Journal of Economics， 2021（12）： 1-20.
19	徐佳，崔静波.低碳城市和企业绿色技术创新［J］.中国工业经济，2020（12）：178-196.
	Xu Jia， Cui Jingbo. Low-carbon cities and firms’ green technological innovation［J］. China Industrial Economics， 2020（12）： 178-196.
20	鲍宗客，施玉洁，钟章奇.国家知识产权战略与创新激励——“保护创新”还是“伤害创新”？［J］.科学学研究，2020，38（5）：843-851.
	Bao Zongke， Shi Yujie， Zhong Zhangqi. Chinese IPR protection strategy and innovation incentives： “Protecting” or “injuring”？［J］. Studies in Science of Science， 2020， 38（5）： 843-851.
21	赵宸宇.数字化发展与服务化转型——来自制造业上市公司的经验证据［J］.南开管理评论，2021，24（2）：149-163.
	Zhao Chenyu. Digital development and servitization： empirical evidence from listed manufacturing companies［J］. Nankai Business Review， 2021， 24（2）： 149-163.
22	何帆，刘红霞.数字经济视角下实体企业数字化变革的业绩提升效应评估［J］.改革， 2019（4）：137-148.
	He Fan， Liu Hongxia.The performance improvement effect of digital transformation enterprises from the digital economy perspective［J］. Reform， 2019（4）：137-148.
23	祁怀锦，曹修琴，刘艳霞.数字经济对公司治理的影响——基于信息不对称和管理者非理性行为视角［J］.改革，2020（4）：50-64.
	Qi Huaijin， Cao Xiuqin， Liu Yanxia. The influence of digital economy on corporate governance： analyzed from information asymmetry and irrational behavior perspective［J］. Reform， 2020（4）： 50-64.
24	潘持春，王菲.数字赋能如何影响企业绿色转型？——绿色创新能力与组织惰性的双重影响分析［J］.南京工业大学学报（社会科学版），2022，21（4）：89-100+116.
	Pan Chichun， Wang Fei. How does digital empowerment affect green transformation of enterprises？Analysis on dual influence of green innovation ability and organizational inertia［J］. Journal of Nanjing Tech University（Social Science Edition）， 2022， 21（4）： 89-100+116.
25	赵宸宇，王文春，李雪松.数字化转型如何影响企业全要素生产率［J］.财贸经济，2021，42（7）：114-129.
	Zhao Chenyu， Wang Wenchun， Li Xuesong. How does digital transformation affect the total factor productivity of enterprises［J］. Finance & Trade Economics， 2021， 42（7）： 114-129.
26	Hadlock Charles J， Pierce Joshua R. New evidence on measuring financial constraints： moving beyond the kz index［J］. The Review of Financial Studies，2010，23（5）：1909-1940.
27	杨上广，郭丰.知识产权保护与城市绿色技术创新——基于知识产权示范城市的准自然实验［J］.武汉大学学报（哲学社会科学版），2022，75（4）：100-113.
	Yang Shangguang， Guo Feng. Intellectual property protection and urban green technology innovation： a quasi-natural experiment based on intellectual property model city［J］. Wuhan University Journal（Philosophy & Social Science）， 2022， 75（4）： 100-113.
28	何郁冰，周慧，丁佳敏.技术多元化如何影响企业的持续创新？［J］.科学学研究，2017，35（12）：1896-1909.
	He Yubing， Zhou Hui， Ding Jiamin. Research on the impact of technological diversification on the persistence of innovation at firm-level［J］. Studies in Science of Science， 2017， 35（12）： 1896-1909.
29	周雪峰，韩露.数字普惠金融、风险承担与企业绿色创新［J］.统计与决策，2022，38（15）：159-164.
	Zhou Xuefeng， Han Lu. Digital inclusive finance， risk-taking and corporate green innovation［J］. Statistics & Decision， 2022， 38（15）： 159-164.
30	孙志红，琚望静.数字金融的结构性效应：风险抑制还是推助？［J］.产业经济研究，2022（2）：128-142.
	Sun Zhihong， Ju Wangjing. Structural effects of digital finance： risk inhibition or facilitation？［J］. Industrial Economics Research， 2022（2）： 128-142.

变量	观测数	均值	标准差	最小值	中位数	最大值
Lngrepa	19907	1.0778	1.2478	0.0000	0.6931	5.3753
Lngreinvpa	19907	0.7270	1.0415	0.0000	0.0000	4.8828
Lngreumpa	19907	0.7384	1.0152	0.0000	0.0000	4.4886
Dig	19907	1.7935	1.1690	0.0000	1.7918	4.6728
SA	19907	-3.7968	0.2431	-4.5102	-3.7986	-3.0526
IPR	19907	0.0069	0.0093	0.0000	0.0038	0.1012
Sale	19907	21.4872	1.4139	18.6550	21.3226	25.8679
SOE	19907	0.3122	0.4634	0.0000	0.0000	1.0000
Lev	19907	0.3986	0.1965	0.0283	0.3878	0.8830
Cash	19907	0.1881	0.1317	0.0174	0.1517	0.8123
Roa	19907	0.0406	0.0642	-0.4352	0.0404	0.2142
Tq	19907	1.0555	0.3225	0.5938	0.9770	2.4826
Top10	19907	59.4984	14.7320	22.3376	60.6550	91.0366
RD	19907	17.8576	1.4597	13.2737	17.8271	22.3305
GDP	19907	11.1807	0.4507	9.8417	11.2232	12.0130

变量	（1）	（2）	（3）	（4）	（5）
变量	Lngrepa	Lngrepa	Lngrepa	Lngreinvpa	Lngreumpa
L.Dig	0.1332^***	0.1896^***	0.1240^***	0.1075^***	0.0739^***
L.Dig	(16.5440)	(21.5410)	(16.3112)	(16.4221)	(11.5925)
L.Sale			0.1114^***	0.1152^***	0.0792^***
L.Sale			(10.3446)	(12.3406)	(8.9223)
L.SOE			0.1151^***	0.1380^***	0.0369^**
L.SOE			(5.6290)	(7.6677)	(2.1693)
L.Lev			0.6663^***	0.3690^***	0.6553^***
L.Lev			(11.2371)	(7.3095)	(13.3870)
L.Cash			0.2840^***	0.3625^***	0.1385^***
L.Cash			(4.3212)	(6.4329)	(2.6484)
L.Roa			0.0381	-0.1806	0.0474
L.Roa			(0.2688)	(-1.5194)	(0.4186)
L.Tq			-0.0310	0.0745^***	-0.1281^***
L.Tq			(-0.9780)	(2.7763)	(-4.9570)
L.Top10			-0.0028^***	-0.0019^***	-0.0012^**
L.Top10			(-4.7861)	(-3.6608)	(-2.4061)
L.RD			0.3250^***	0.2681^***	0.2220^***
L.RD			(38.5174)	(36.6742)	(32.0049)
L.GDP			0.0624^***	0.0821^***	0.0507^***
L.GDP			(2.9538)	(4.4810)	(2.8874)
Constant	0.9021^***	0.8027^***	-8.1055^***	-7.7952^***	-5.6578^***
Constant	(55.0560)	(47.5614)	(-27.4770)	(-29.6571)	(-22.7259)
L.CVs	No	No	Yes	Yes	Yes
Year FE	No	Yes	Yes	Yes	Yes
Industry FE	No	Yes	Yes	Yes	Yes
N	16999	16999	16999	16999	16999
R²	0.1152	0.1088	0.3467	0.3203	0.3174
F	273.7033	464.0136	580.9963	453.7271	397.1789

变量	0.1	0.25	0.5	0.75	0.9
变量	Lngrepa
L.Dig	0.0934^***	0.1030^***	0.1197^***	0.1416^***	0.1620^***
L.Dig	(8.3165)	(11.5966)	(15.9610)	(11.9397)	(8.8292)
	Lngreinvpa
L.Dig	0.0652^***	0.0764^***	0.0977^***	0.1320^***	0.1677^***
L.Dig	(5.1763)	(7.2214)	(11.3304)	(10.6037)	(8.1477)
	Lngreumpa
L.Dig	0.0402^***	0.0487^***	0.0660^***	0.0940^***	0.1219^***
L.Dig	(3.6281)	(5.2230)	(8.4367)	(7.5544)	(5.9887)
L.CVs	Yes	Yes	Yes	Yes	Yes
Year FE	Yes	Yes	Yes	Yes	Yes
Industry FE	Yes	Yes	Yes	Yes	Yes
N	16999	16999	16999	16999	16999

变量	（1）	（2）	（3）	（4）	（5）	（6）
	Lngrepa		Lngreinvpa		Lngreumpa
	SA=1	SA=0	SA=1	SA=0	SA=1	SA=0
L.Dig	0.0941^***	0.1545^***	0.0795^***	0.1366^***	0.0526^***	0.0966^***
L.Dig	(8.9488)	(14.1001)	(8.7874)	(14.5676)	(5.9259)	(10.5686)
Constant	-8.9964^***	-6.0891^***	-8.8733^***	-5.6026^***	-6.5000^***	-3.8321^***
Constant	(-21.7650)	(-14.7229)	(-23.9344)	(-15.8070)	(-18.3241)	(-11.2670)
L.CVs	Yes	Yes	Yes	Yes	Yes	Yes
Year FE	Yes	Yes	Yes	Yes	Yes	Yes
Industry FE	Yes	Yes	Yes	Yes	Yes	Yes
N	8392	8606	8392	8606	8392	8606
R²	0.4164	0.3802	0.3975	0.3488	0.3865	0.3512
F	386.2104	214.9142	300.7448	171.4165	258.4721	149.7598
组间回归系数差异性检验	0.0605^***		0.0571^***		0.0440^***

变量	（1）	（2）	（3）	（4）	（5）	（6）
	Lngrepa		Lngreinvpa		Lngreumpa
	IPR=1	IPR=0	IPR=1	IPR=0	IPR=1	IPR=0
L.Dig	0.1522^***	0.0974^***	0.1306^***	0.0866^***	0.0981^***	0.0509^***
L.Dig	(15.1100)	(8.4287)	(15.0964)	(8.7036)	(11.6385)	(5.2450)
Constant	-5.6569^***	-9.7015^***	-5.2238^***	-9.3930^***	-3.9258^***	-6.7258^***
Constant	(-12.4009)	(-22.8642)	(-13.2830)	(-24.9754)	(-10.1996)	(-18.8253)
L.CVs	Yes	Yes	Yes	Yes	Yes	Yes
Year FE	Yes	Yes	Yes	Yes	Yes	Yes
Industry FE	Yes	Yes	Yes	Yes	Yes	Yes
N	9570	7429	9570	7429	9570	7429
R²	0.3281	0.3871	0.3938	0.3688	0.3910	0.3671
F	330.6745	270.2472	241.1525	225.5262	229.5619	182.2883
组间回归系数差异性检验	-0.0548^**		-0.0440^**		-0.0472^***

The Impact of Digital Development on Corporate Green Innovation

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变量	（1）	（2）	（3）	（4）	（5）	（6）
变量	Lngrepa	Lngreinvpa	Lngreumpa	Lngrepa	Lngreinvpa	Lngreumpa
L.Dig	0.1576^***	0.1380^***	0.0943^***	0.0930^***	0.0832^***	0.0471^***
L.Dig	(15.3411)	(15.4200)	(11.1038)	(8.7636)	(8.9827)	(5.3692)
L.SA_dum	0.2673^***	0.2301^***	0.2137^***
L.SA_dum	(9.4831)	(9.6790)	(9.1287)
L.Dig_SA_dum	-0.0674^***	-0.0611^***	-0.0417^***
L.Dig_SA_dum	(-5.0540)	(-5.2194)	(-3.8075)
L.IPR_dum				-0.0659^**	-0.0700^***	-0.0505^**
L.IPR_dum				(-2.3469)	(-2.9746)	(-2.1737)
L.Dig_IPR_dum				0.0549^***	0.0436^***	0.0473^***
L.Dig_IPR_dum				(4.1098)	(3.7172)	(4.3276)
Constant	-8.1343^***	-7.8225^***	-5.6712^***	-8.2447^***	-7.8079^***	-5.8130^***
Constant	(-27.8106)	(-30.0330)	(-22.9994)	(-26.7028)	(-28.6889)	(-22.2957)
L.CVs	Yes	Yes	Yes	Yes	Yes	Yes
Year FE	Yes	Yes	Yes	Yes	Yes	Yes
Industry FE	Yes	Yes	Yes	Yes	Yes	Yes
N	16999	16999	16999	16999	16999	16999
R²	0.3506	0.3243	0.3220	0.3474	0.3209	0.3183
F	497.1177	385.9824	340.8813	487.4899	379.9004	334.7140