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2024, 09, No.367 77-91+136
外部需求、数字化与企业碳排放绩效
基金项目(Foundation): 国家社会科学基金项目“亚太区域数字贸易规则对服务价值链贸易的影响及中国对策研究”(项目编号:23BJL054)
邮箱(Email):
DOI: 10.13516/j.cnki.wes.2024.09.008
摘要:

自“十四五”规划实施以来,中国生态文明建设迈向了以减少碳排放为重点,同时统筹经济高质量发展与生态环境高水平保护的新阶段。文章基于2008~2016年中国海关数据与全国税收调查数据的匹配数据,探究了出口企业外部需求对其碳排放绩效的影响,并进一步检验了企业数字化的调节效应。结果表明:出口企业外部需求的增加显著改善了企业的碳排放绩效;其中,生产率选择效应和技术学习效应是重要的影响渠道;小规模出口企业、国有出口企业、劳动密集型出口企业、东北和东部地区出口企业外部需求的碳减排效果明显更好。进一步分析发现,企业数字化在外部需求促进企业碳减排的过程中发挥着正向调节作用。研究结论对于数智化时代背景下企业实现绿色可持续发展,推进“双碳”目标的实现具有重要的启示意义。

Abstract:

Since the commencement of the " 14th Five-Year Plan" period,China's ecological civilization construction has entered a new phase that emphasizes carbon reduction,and synergistically promotes high-quality economic development and high-level environmental protection. This study,based on the matched data from China's customs and national tax revenue from 2008 to 2016,explores the impact of export enterprises' external demand on their carbon emission performance and further examines the moderating effect of corporate digitalization. The results indicate that an increase in external demand for export enterprises significantly improves their carbon emission performance,a conclusion that remains robust after a series of robustness tests. Mechanism examinations reveal that productivity selection effects and technology learning effects play significant positive roles. Heterogeneity analysis shows that small-scale export enterprises,state-owned export enterprises,labor-intensive export enterprises,and export enterprises in the Northeast and Eastern regions achieve more effective carbon emission reduction effects from external demand. Further analysis finds that digitalization positively moderates the impact of external demand on corporate carbon emission reduction. The research findings offer important insights for enterprises to achieve green and sustainable development in the digital age and to advance the realization of " dual carbon" target.

KeyWords:
参考文献

[1] Aghion P,Bergeaud A,Lequien M,Melitz M J.The impact of exports on innovation:Theory and evidence[R].NBER Working Paper,2018,No.24600.

[2] Antweiler W,Copeland B R,Taylor M S.IS free trade good for the environment?[J].American Economic Review,2001,91(4):877-908.

[3] Barrows G,Ollivier H.Emission intensity and firm dynamics:Reallocation,product mix,and technology in india[J].Grantham Research Institute on Climate Change and Environment Working Paper,No.245,2016.

[4] Barrows G,Ollivier H.Cleaner firms or cleaner products?How product mix shapes emission intensity from manufacturing[J].Journal of Environmental Economics and Management,2018,88(3):134-158.

[5] Barrows G,Ollivier H.Foreign demand,developing country exports,and CO2 emissions:Firm-level evidence from india[J].Journal of Development Economics,2021,149:102587.

[6] Batrakova S,Davies R B.Is there an environmental benefit to being an exporter?Evidence from firm level data[J].Review of World Economics,2021,148:449-474.

[7] Bendig D,Schulz C,Theis L,Raff S.Digital orientation and environmental performance in times of technological change[J].Technological Forecasting and Social Change,2023(188):122272.

[8] Bustos P.Trade liberalization,exports,and technology upgrading:Evidence on the impact of mercosur on argentinian Firms[J].American Economic Review,2011,101(1):304-340.

[9] CHEN P,HAO Y.Digital transformation and corporate environmental performance:The moderating role of board characteristics[J].Corporate Social Responsibility and Environmental Management,2022(29):1757-1767.

[10] CUI J,Lapan H,Moschini G.Productivity,export,and environmental performance:air pollutants in the United States[J].American Journal of Agricultural Economics,2016,98(2):447-467.

[11] DAI M,Maitra M,YU M.Unexceptional exporter performance in China?The role of processing trade[J].Journal of Development Economics,2016(121):177-189.

[12] Das S,Roberts M J,Tybout J R.Market entry costs,producer heterogeneity,and export dynamics[J].Econometrica,2007,75(3):837-873.

[13] De Loecker J.Do exports generate higher productivity?Evidence from slovenia[J].Journal of International Economics,2007,73(1):69-98.

[14] Grossman G M,Krueger A B.Environmental impacts of a north american free trade agreement[J].CEPR Discussion Papers,1992,8(2):223-250.

[15] Hadlock C J,Pierce J R.New evidence on measuring financial constraints:Moving beyond the KZ index[J].The Review of Financial Studies,2010,23(5):1909-1940.

[16] Mayer T,Melitz M J,Ottaviano G I P.Product mix and firm productivity responses to trade competition[R].National Bureau of Economic Research Working Paper,2016,No.22433.

[17] Melitz M J.The impact of trade on intra-industry reallocations and aggregate industry productivity[J].Econometrica,2003,71(6):1695-1725.

[18] Richter P M,Schiersch A.CO2 emission intensity and exporting:Evidence from firm-level data[J].European Economic Review,2017(98):373-391.

[19] Roy J,Yasar M.Energy efficiency and exporting:Evidence from firm-level data[J].Energy Economics,2015(52):127-135.

[20] Shapiro J S,Walker R.Why is pollution from U.S.manufacturing declining?The roles of environmental regulation,productivity,and trade[J].American Economic Review,2018,108(12):3814-3854.

[21] WANG M,TENG W.Digital innovation and firm environmental performance:The mediating role of supply chain management capabilities[J].Original Research,2022(13):897080.

[22] WANG Q J,WANG H J,FENG G F,CHANG C P.Impact of digital transformation on performance of environment,social,and governance:Empirical evidence from China[J].Business Ethics,the Environment and Responsibility,2023(32):1373-1388.

[23] XU Q,LI X,GUO F.Digital transformation and environmental performance:Evidence from Chinese resource-based enterprises[J].Corporate Social Responsibility and Environmental Management,2023(30):1816-1840.

[24] YE F,OUYANG Y,LI Y.Digital investment and environmental performance:The mediating roles of production efficiency and green innovation[J].International Journal of Production Economics,2023,259:108822.

[25] ZHONG M R,CAO M Y,ZOU H.The carbon reduction effect of ICT:A perspective of factor substitution[J].Technological Forecasting and Social Change,2022,181:121754.

[26] 曹翔,马莉,董保民.自由贸易试验区的环境效应及其作用机制[J].西安交通大学学报(社会科学版),2021,41(3):105-112.

[27] 陈红蕾,陈秋峰.我国贸易自由化环境效应的实证分析[J].国际贸易问题,2007(7):66-70.

[28] 高原,张颖,刘长军.数字化转型能否提升企业环境、社会及治理绩效——高管团队异质性的调节作用[J].科技进步与对策,2024-03-23.https://link.cnki.net/urlid/42.1224.G3.20240320.1709.006.

[29] 顾国达,王蕾,李建琴.外部需求与多产品出口企业创新:机理与事实[J].国际贸易问题,2022(1):1-19.

[30] 贺灿飞,陈韬.外部需求冲击、相关多样化与出口韧性[J].中国工业经济,2019(7):.61-80.

[31] 侯欣裕,陈璐瑶.国际外部需求、技术追赶与企业创新——基于中国微观数据的研究[J].南开经济研究,2021(6):53-69.

[32] 胡雨朦,郭朝先.数字化对制造业企业碳排放强度的影响研究:理论建模与机制检验[J].北京工业大学学报(社会科学版),2023,23(5):153-168.

[33] 柯美高.消费领域贸易自由化环境效应分解及其政策分析[J].国际经贸探索,2019,35(8):34-48.

[34] 李静,曹银鑫,叶徽.贸易方式转型与企业环境绩效提升——理论分析与经验证据[J].国际贸易问题,2023(6):158-174.

[35] 李丽平,王显强,刘峥延等.加入WTO对中国环境的影响及对策初步研究[J].中国人口·资源与环境,2014,24(S2):118-122.

[36] 李荣林,汪泽.国际外部需求变化与企业贸易升级——基于出口技术复杂度视角[J].国际商务(对外经济贸易大学学报),2024(1):41-57.

[37] 李小平,卢现祥.国际贸易、污染产业转移和中国工业CO2排放[J].经济研究,2010,45(1):15-26.

[38] 刘啟仁,陈恬.出口行为如何影响企业环境绩效[J].中国工业经济,2020(1):99-117.

[39] 鲁桐,党印.公司治理与技术创新:分行业比较[J].经济研究,2014,49(6):115-128.

[40] 吕越,吕云龙.中国参与全球价值链的环境效应分析[J].中国人口·资源与环境,2019,29(7):91-100.

[41] 马光明,唐宜红,郭东方.中国贸易方式转型的环境效应研究[J].国际贸易问题,2019(4):143-156.

[42] 邵朝对,安安.数字产品进口如何影响企业环境绩效[J].南开经济研究,2023(8):101-118.

[43] 盛斌,毛其淋.贸易自由化、企业成长和规模分布[J].世界经济,2015(2):3-30.

[44] 宋鹏,毛显强,李丽平.亚太自由贸易区的经济与环境效应及中国的策略选择[J].国际贸易问题,2017(9):59-70.

[45] 苏丹妮,盛斌.出口的环境效应:来自中国企业的微观证据[J].国际贸易问题,2021a(7):142-158.

[46] 苏丹妮,盛斌.服务业外资开放如何影响企业环境绩效——来自中国的经验[J].中国工业经济,2021b(6):61-79.

[47] 佟家栋,赵思佳,冯祥玉.外部市场需求与企业环境绩效——基于中国制造业出口企业的分析[J].经济理论与经济管理,2023,43(2):16-30.

[48] 屠西伟,张平淡.企业数字化转型、碳排放与供应链溢出[J].中国工业经济,2024(4):133-151.

[49] 王青峰,谢娟娟.外部需求如何影响中国企业环境绩效[J].当代财经,2022(12):99-110.

[50] 王青峰,谢娟娟,张陈宇.外部需求冲击、技术创新与产品组合竞争力——基于多产品企业出口的理论和实证研究[J].南开经济研究,2021(4):42-62.

[51] 魏浩,涂悦.外部需求变化与中国企业出口市场调整[J].数量经济技术经济研究,2023,40(11):28-50.

[52] 谢娟娟,王青峰,杨易擎.正向外部需求是否促进了制造业企业的技术追赶——基于多产品企业出口的理论与实证[J].国际经贸探索,2021,37(10):38-53.

[53] 喻春娇,唐威.工业企业数字化转型能否促进碳减排——基于中国A股上市工业企业的证据[J].宏观经济研究,2023(7):97-110;127.

[54] 于连超,王雷.数字化转型有助于提升企业环境绩效吗?[J].财贸研究,2023,34(7):84-96.

[55] 张兵兵,张烨薇.越开放越绿色:跨境电商综合试验区与企业环境绩效提升[J].国际贸易,2023(10):16-27.

[56] 钟腾龙,余淼杰.外部需求、竞争策略与多产品企业出口行为[J].中国工业经济,2020(10):119-137.

[57] 朱小明,宋华盛.目的国需求、企业创新能力与出口质量[J].世界经济研究,2019(7):13-28;134.

(1)主要能源电力、煤炭、石油的碳排放系数分别为7.50tCO2/MWH、1.89tCO2/t、3.02tCO2/t,碳排放系数由标准煤折算系数与碳排放换算系数相乘得到。

(2)sa=-0.737×lnsize+0.043×lnsize2-0.04×lnage,其中,lnsize指企业固定资产总值的对数值,lnage为企业年龄的对数值。

(3)关于地区的划分标准,根据中国四大经济分区划分依据,分为东部地区、中部地区、西部地区和东北地区。其中,东部地区包括北京、天津、河北、山东、江苏、上海、浙江、福建、广东和海南10个省级行政区,中部地区包括山西、河南、安徽、湖北、江西和湖南6个省级行政区,西部地区包括重庆、四川、陕西、云南、贵州、广西、甘肃、青海、宁夏、西藏、新疆和内蒙古12个省级行政区,东北地区包括辽宁、吉林和黑龙江3个省级行政区。

基本信息:

DOI:10.13516/j.cnki.wes.2024.09.008

中图分类号:X322;F49;F752.62

引用信息:

[1]王雯洁,鲍丙朋,喻春娇.外部需求、数字化与企业碳排放绩效[J].世界经济研究,2024,No.367(09):77-91+136.DOI:10.13516/j.cnki.wes.2024.09.008.

基金信息:

国家社会科学基金项目“亚太区域数字贸易规则对服务价值链贸易的影响及中国对策研究”(项目编号:23BJL054)

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