|本期目录/Table of Contents|

[1]安强身,刘俊杰.数字经济发展与地区全要素生产率提升 ——基于中国省际面板数据的实证检验[J].长安大学学报(社科版),2022,24(02):32-44.
 AN Qiangshen,LIU Junjie.Development of digital economy and improvement of regional total factor productivity——an empirical analysis based on China's provincial panel data[J].Journal of Chang'an University(Social Science Edition),2022,24(02):32-44.
点击复制

数字经济发展与地区全要素生产率提升 ——基于中国省际面板数据的实证检验(PDF)
分享到:

《长安大学学报(社科版)》[ISSN:1671-6248/CN:61-1391/C]

卷:
第24卷
期数:
2022年02期
页码:
32-44
栏目:
经济学
出版日期:
2022-05-20

文章信息/Info

Title:
Development of digital economy and improvement of regional total factor productivity——an empirical analysis based on China's provincial panel data
文章编号:
1671-6248(2022)02-0032-13
作者:
安强身12刘俊杰1
(1. 济南大学 商学院,山东 济南 250002; 2. 济南大学 山东省资本市场创新发展协同创新中心,山东 济南 250002)
Author(s):
AN Qiangshen12 LIU Junjie1
(1. Business School, University of Jinan, Jinan 250002, Shandong, China; 2. Shandong Capital Market Innovation and Development Collaborative Innovation Center, University of Jinan,Jinan 250002, Shandong, China)
关键词:
数字经济 全要素生产率 数字产业化 产业数字化 数字技术 数字化转型 数据共享
Keywords:
digital economy total factor productivity digital industrialization industrial digitalization digital technology digital transformation data sharing
分类号:
F49; F124
DOI:
-
文献标志码:
A
摘要:
为探究数字经济发展对地区全要素生产率提升的作用与路径,选取中国2010—2019年省级面板数据,分别运用熵值法和DEA方法对数字经济指数及地区全要素生产率进行测算,并结合双向固定效应模型、SUR回归以及中介效应模型对数字经济与地区全要素生产率之间关系进行实证分析。研究认为,数字经济对技术推动型的地区全要素生产率提升作用显著,数字产业化、产业数字化分别通过增进技术进步和提升技术效率提升了地区全要素生产率,数字产业化可以通过产业数字化提升地区全要素生产率。研究表明,培育地区全要素生产率增长新动能,应加快构建服务数字化转型、融合创新的新型基础设施建设体系,促进数字经济和技术创新深度融合; 加强自主创新数字技术和全球范围内的技术共享,促进中国技术进步以及省际全要素生产率的提高; 加快传统产业数字化转型,构建数字化经营决策以及生产体系; 加强数字信息保护和数字环境治理,建立健全产业数字化的信息安全体系。
Abstract:
In order to explore the role and influence path of digital economy development on regional total factor productivity improvement, this paper has selected the provincial panel data of China from 2010 to 2019, adopted the entropy method and DEA method to measure the digital economy index and regional total factor productivity, and conducted empirical analysis on the relationship between the digital economy and regional total factor productivity based on the two-way fixed effect model, SUR regression and mediation effect model. The research believes that the digital economy has a significant effect on the improvement of total factor productivity in technology-driven regions; digital industrialization and industrial digitalization have improved regional total factor productivity by enhancing technological progress and improving technical efficiency respectively; and digital industrialization can improve regional total factor productivity through industrial digitalization. To cultivate new drivers of regional total factor productivity growth, we should accelerate the construction of the new infrastructure system that serves digital transformation and integrates innovation, promote the in-depth integration of digital economy and technological innovation; strengthen independent innovative digital technology and global technology sharing, and promote China's technological progress and the improvement of inter provincial total factor productivity; accelerate the digital transformation of traditional industries and build a digital management decision-making and production system; strengthen the protection of digital information and the governance of digital environment, and establish and improve the information security system of industrial digitalization.

参考文献/References:

[1] JANICKI T,GOZDZIEWSKA-NOWICKA A.Digital economy as a strategy of economic development in the 21st century[J].Torun business review,2018,17(1):1-6.
[2]许宪春,张美慧.中国数字经济规模测算研究——基于国际比较的视角[J].中国工业经济,2020(5):23-41.
[3]MADDEN G,SAVAGE S J.Telecommunications and economic growth[J].International journal of social economics,2000,27(7/8):893-906.
[4]刘生龙,胡鞍钢.基础设施的外部性在中国的检验:1988-2007[J].经济研究,2010,45(3):4-15.
[5]郑世林,周黎安,何维达.电信基础设施与中国经济增长[J].经济研究,2014,49(5):77-90.
[6]郭家堂,骆品亮.互联网对中国全要素生产率有促进作用吗?[J].管理世界,2016(10):34-49.
[7]ACEMOGLU D,RESTREPO P.The race between man and machine:implications of technology for growth,factor shares and employment[J].American economic review,2018,108(6):1488-1542.
[8]谢康,肖静华.面向国家需求的数字经济新问题、新特征与新规律[J].改革,2022(1):85-100.
[9]荆文君,孙宝文.数字经济促进经济高质量发展:一个理论分析框架[J].经济学家,2019(2):66-73.
[10]赵涛,张智,梁上坤.数字经济、创业活跃度与高质量发展——来自中国城市的经验证据[J].管理世界,2020,36(10):65-76.
[11]葛和平,吴福象.数字经济赋能经济高质量发展:理论机制与经验证据[J].南京社会科学,2021(1):24-33.
[12]张少华,陈治.数字经济与区域经济增长的机制识别与异质性研究[J].统计与信息论坛,2021,36(11):14-27.
[13]张腾,蒋伏心,韦朕韬.数字经济能否成为促进我国经济高质量发展的新动能?[J].经济问题探索,2021(1):25-39.
[14]杨文溥.数字经济与区域经济增长:后发优势还是后发劣势?[J].上海财经大学学报,2021,23(3):19-31,94.
[15]邱子迅,周亚虹.数字经济发展与地区全要素生产率——基于国家级大数据综合试验区的分析[J].财经研究,2021,47(7):4-17.
[16]郭吉涛,梁爽.数字经济对中国全要素生产率的影响机理:提升效应还是抑制效果?[J].南方经济,2021(10):9-27.
[17]张焱.数字经济、溢出效应与全要素生产率提升[J].贵州社会科学,2021(3):139-145.
[18]FARRELL M J.The measurement of productive efficiency[J].Journal of the royal statistical society,1957,120(3):253-290.
[19]胡晨沛.改革开放以来中国经济增长模式探析:生产要素视角的国际比较[J].云南财经大学学报,2021,37(4):1-11.
[20]布莱恩·阿瑟.技术的本质:技术是什么,它是如何进化的[M].曹东溟,王健,译,杭州:浙江人民出版社,2014.
[21]江小涓.高度联通社会中的资源重组与服务业增长[J].经济研究.2017,52(3):4-17.
[22]王俊豪,周晟佳.中国数字产业发展的现状、特征及其溢出效应[J].数量经济技术经济研究,2021,38(3):103-119.
[23]肖旭,戚聿东.产业数字化转型的价值维度与理论逻辑[J].改革,2019(8):61-70.
[24]LIPSEY R G,CARLAW K L,BEKAR C T.Economic transformations:general purpose technologies and long-term economic growth[M].Oxford:Oxford University Press,2005.
[25]刘淑春.中国数字经济高质量发展的靶向路径与政策供给[J].经济学家,2019(6):52-61.
[26]郭美晨,杜传忠.ICT提升中国经济增长质量的机理与效应分析[J].统计研究,2019,36(3):3-16.
[27]NEGROPONTE N.Being digital[M].New York:Random House,1996.
[28]李海舰,张璟龙.关于数字经济界定的若干认识[J].企业经济,2021,40(7):13-22.
[29]安筱鹏.数据要素创造价值有三个模式[EB/OL].(2020-05-22)[2022-01-02].http://finance.people.com.cn/n1/2020/0522/c1004-31720064.html.
[30]温忠麟.张雷,侯杰泰,等.中介效应检验程序及其应用[J].心理学报,2004(5):614-620.
[31]戴魁早,刘友金.市场化改革能推进产业技术进步吗?——中国高技术产业的经验证据[J].金融研究,2020(2):71-90.
[32]张健华,王鹏.中国全要素生产率:基于分省份资本折旧率的再估计[J].管理世界,2012(10):18-30,187.
[33]张军,吴桂英,张吉鹏.中国省际物质资本存量估算:1952-2000[J].经济研究,2004(10):35-44.
[34]单豪杰.中国资本存量K的再估算:1952-2006年[J].数量经济技术经济研究,2008,25(10):17-31.
[35]李春涛,闫续文,宋敏,等.金融科技与企业创新——新三板上市公司的证据[J].中国工业经济,2020(1):81-98.
[36]黄群慧,余泳泽,张松林.互联网发展与制造业生产率提升:内在机制与中国经验[J].中国工业经济,2019(8):5-23.
[37]NUNN N,QIAN N U S.Food aid and civil conflict[J].American economic review,2014,104(6):1630-1666.

相似文献/References:

[1]欧阳日辉.数字经济促进共同富裕的逻辑、机理与路径[J].长安大学学报(社科版),2022,24(01):1.
 OUYANG Rihui.Logic, mechanism and path in the promotion of collective prosperity by digital economy[J].Journal of Chang'an University(Social Science Edition),2022,24(02):1.
[2]李勇坚.数字经济助力共同富裕的理论逻辑、实现路径与政策建议[J].长安大学学报(社科版),2022,24(01):24.
 LI Yongjian.Theoretical logic, realization path and policy suggestions of digital economy facilitating common prosperity[J].Journal of Chang'an University(Social Science Edition),2022,24(02):24.
[3]王如玉,梁琦.数字经济下虚拟集聚的现实基础与应用[J].长安大学学报(社科版),2022,24(04):34.
 WANG Ruyu,LIANG Qi.Realistic foundation and application of virtual agglomeration in digital economy[J].Journal of Chang'an University(Social Science Edition),2022,24(02):34.
[4]任保平.在中国式现代化新征程中着力推动高质量发展[J].长安大学学报(社科版),2023,25(01):38.
 REN Baoping.Driving high-quality development in the new journey of Chinese path to modernization[J].Journal of Chang'an University(Social Science Edition),2023,25(02):38.
[5]钞小静,黄冶娜.数字经济如何赋能高质量出口 ——基于双重机器学习的因果推断[J].长安大学学报(社科版),2023,25(04):15.
 CHAO Xiaojing,HUANG Yena.How the digital economy empowers high-quality exports——analysis based on the double machine learning method[J].Journal of Chang'an University(Social Science Edition),2023,25(02):15.
[6]梁碧波,李佳.数字经济对中国全球价值链国际分工地位影响的实证研究[J].长安大学学报(社科版),2023,25(04):44.
 LIANG Bibo,LI Jia.Empirical study on the impact of digital economy on China’s status of international division of labor in global value chains[J].Journal of Chang'an University(Social Science Edition),2023,25(02):44.
[7]陈金伟,崔俊富.数字经济背景下商贸流通企业的新零售转型路径研究[J].长安大学学报(社科版),2024,(01):31.
 CHEN Jinwei,CUI Junfu.Research on the new retail transformation path of commercial circulation enterprises under the background of digital economy[J].Journal of Chang'an University(Social Science Edition),2024,(02):31.
[8]陈福中,袁欣悦.数字经济赋能构建新发展格局的内在逻辑与实现路径[J].长安大学学报(社科版),2024,(01):44.
 CHEN Fuzhong,YUAN Xinyue.Inner logic and implementation path of building a new development pattern empowered by digital economy[J].Journal of Chang'an University(Social Science Edition),2024,(02):44.
[9]喆儒,方迎君,赵洪萱.数字经济对中国文化产品出口“一带一路”沿线国家的影响研究[J].长安大学学报(社科版),2024,(01):60.
 ZHE Ru,FANG Yingjun,ZHAO Hongxuan.Research on the impact of digital economy on the export of China's cultural products to countries along “the Belt and Road”[J].Journal of Chang'an University(Social Science Edition),2024,(02):60.
[10]任保平,赵寅喆.中国数字鸿沟评价指标体系的构建及其测度[J].长安大学学报(社科版),2024,(04):36.
 REN Baoping,ZHAO Yinzhe.Construction and measurement of China's digital divide evaluation index system[J].Journal of Chang'an University(Social Science Edition),2024,(02):36.

备注/Memo

备注/Memo:
收稿日期:2022-01-18
基金项目:国家社会科学基金重点项目(21AJY026)
作者简介:安强身(1972-),男,山东新泰人,教授,经济学博士。
更新日期/Last Update: 2022-05-20