The impact of digitalization on enterprise value creation: An empirical analysis of Chinese manufacturing enterprises

被引:18
作者
Meng, Fanlin [1 ]
Wang, Wenping [2 ,3 ]
机构
[1] Henan Agr Univ, Coll Informat & Management Sci, Zhengzhou 450046, Peoples R China
[2] Southeast Univ, Sch Econ & Management, Nanjing 211189, Peoples R China
[3] Southeast Univ, Sch Econ & Management, Nanjing 211189, Jiangsu, Peoples R China
来源
JOURNAL OF INNOVATION & KNOWLEDGE | 2023年 / 8卷 / 03期
基金
中国国家自然科学基金;
关键词
Digital empowerment production function; Substitution elasticity; Enterprise performance; Data mining technology; Association rules; INDUSTRY; 4.0; E-COMMERCE; INTERNET; INNOVATION; TRANSFORMATION; TECHNOLOGIES; INFORMATION; ECONOMY; SYSTEMS; SUBSTITUTION;
D O I
10.1016/j.jik.2023.100385
中图分类号
F [经济];
学科分类号
02 ;
摘要
This study proposes a novel production function of digital empowerment. It constructs a theoretical frame-work to analyze the digital enabling process for enterprises from the production factor and economic activity aspects. It uses data mining technology to measure the degree of digitalization, extracts a typical relationship model between digitalization degree and enterprise performance, and digs out the association rules among traditional factors, digital factors, and economic activities under different relationship models. The results show that the digitalization degree and the digitalization enabling the level of mechanical and electronic enterprises are higher than those of light textile enterprises and resource-processing enterprises. The substi-tution elasticities and the association rules among factors and activities also have enterprise heterogeneity, which leads to differences in the digital transformation paths of different types of enterprises.& COPY; 2023 The Authors. Published by Elsevier Espana, S.L.U. on behalf of Journal of Innovation & Knowledge. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
引用
收藏
页数:11
相关论文
共 94 条
[1]  
Accenture, 2019, RES DIG TRANSF IND C
[2]   Directed technical change [J].
Acemoglu, D .
REVIEW OF ECONOMIC STUDIES, 2002, 69 (04) :781-809
[3]   Equilibrium bias of technology [J].
Acemoglu, Daron .
ECONOMETRICA, 2007, 75 (05) :1371-1409
[4]   Automation and New Tasks: How Technology Displaces and Reinstates Labor [J].
Acemoglu, Daron ;
Restrepo, Pascual .
JOURNAL OF ECONOMIC PERSPECTIVES, 2019, 33 (02) :3-29
[5]   LABOR- AND CAPITAL-AUGMENTING TECHNICAL CHANGE [J].
Acemoglu, Daron .
JOURNAL OF THE EUROPEAN ECONOMIC ASSOCIATION, 2003, 1 (01) :1-37
[6]  
Acemoglu D, 2011, HBK ECON, V4, P1043, DOI 10.1016/S0169-7218(11)02410-5
[7]  
Acemoglu DM, 2018, SSRN Electronic Journal, DOI [10.2139/ssrn.3098384, 10.3386/w24196, DOI 10.3386/W24196, DOI 10.7208/CHICAGO/9780226613475.003.0008]
[8]   IDENTIFICATION PROPERTIES OF RECENT PRODUCTION FUNCTION ESTIMATORS [J].
Ackerberg, Daniel A. ;
Caves, Kevin ;
Frazer, Garth .
ECONOMETRICA, 2015, 83 (06) :2411-2451
[9]  
Agrawal R., 1993, SIGMOD Record, V22, P207, DOI 10.1145/170036.170072
[10]   DIGITALIZATION OF THE CHINESE ECONOMY AND SOCIETY [J].
Alikberova, Alfiya Rafisovna ;
Alikberov, Alikberov .
LAPLAGE EM REVISTA, 2020, 6 :7-14