数字经济时代下是否“优胜劣汰”?——数字化转型与企业人力资本结构升级
Does “Survival of the Fittest” Still Apply in the Era of Digital Economy?—Digital Transformation and the Upgrading of Enterprise Human Capital Structure
摘要: 本文基于2011~2023年上市公司数据,探究数字化转型对其人力资本结构的影响。研究结果表明,数字化转型显著促进企业人力资本结构升级,稳健性检验和内生性检验验证了基准回归结果;其次,数字化转型通过增加研发支出,扩大企业营业规模,促进人力资本结构升级;最后从融资约束和地域因素两方面进行异质性分析。
Abstract: This paper, based on the data of listed companies from 2011 to 2023, explores the impact of digital transformation on the human capital structure of enterprises. The research results show that digital transformation significantly promotes the upgrading of the human capital structure of enterprises. The robustness test and endogeneity test verify the benchmark regression results. Secondly, digital transformation promotes the upgrading of the human capital structure by increasing R&D expenditure and expanding the business scale of enterprises. Finally, heterogeneity analysis is conducted from the aspects of financing constraints and regional factors.
文章引用:王翀宇. 数字经济时代下是否“优胜劣汰”?——数字化转型与企业人力资本结构升级[J]. 电子商务评论, 2025, 14(12): 1622-1628. https://doi.org/10.12677/ecl.2025.14124031

参考文献

[1] 戚聿东, 刘翠花, 丁述磊. 数字经济发展、就业结构优化与就业质量提升[J]. 经济学动态, 2020(11): 17-35.
[2] Johnson, G.A., Lewis, R.A. and Reiley, D.H. (2017) When Less Is More: Data and Power in Advertising Experiments. Marketing Science, 36, 43-53. [Google Scholar] [CrossRef
[3] 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.
[4] Mikalef, P. and Pateli, A. (2017) Information Technology-Enabled Dynamic Capabilities and Their Indirect Effect on Competitive Performance: Findings from PLS-SEM and fsQCA. Journal of Business Research, 70, 1-16. [Google Scholar] [CrossRef
[5] Zhai, H., Yang, M. and Chan, K.C. (2022) Does Digital Transformation Enhance a Firm’s Performance? Evidence from China. Technology in Society, 68, Article ID: 101841. [Google Scholar] [CrossRef
[6] Yami, S., M’Chirgui, Z., Spano, C. and Gontier Barykina, O. (2021) Reinventing Science and Technology Entrepreneurship Education: The Role of Human and Social Capitals. Technological Forecasting and Social Change, 164, Article ID: 120044. [Google Scholar] [CrossRef
[7] Wang, J., Hu, Y. and Zhang, Z. (2021) Skill-Biased Technological Change and Labor Market Polarization in China. Economic Modelling, 100, Article ID: 105507. [Google Scholar] [CrossRef
[8] 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.
[9] 王永钦, 董雯. 机器人的兴起如何影响中国劳动力市场?——来自制造业上市公司的证据[J]. 经济研究, 2020, 55(10): 159-175.
[10] 李磊, 王小霞, 包群. 机器人的就业效应: 机制与中国经验[J]. 管理世界, 2021, 37(9): 104-119.
[11] Acemoglu, D. and Restrepo, P. (2018) The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment. American Economic Review, 108, 1488-1542. [Google Scholar] [CrossRef
[12] Collard-Wexler, A. and De Loecker, J. (2015) Reallocation and Technology: Evidence from the US Steel Industry. American Economic Review, 105, 131-171. [Google Scholar] [CrossRef
[13] 叶永卫, 李鑫, 刘贯春. 数字化转型与企业人力资本升级[J]. 金融研究, 2022(12): 74-92.
[14] 刘啟仁, 赵灿. 税收政策激励与企业人力资本升级[J]. 经济研究, 2020, 55(4): 70-85.
[15] 江艇. 因果推断经验研究中的中介效应与调节效应[J]. 中国工业经济, 2022(5): 100-120.
[16] 张永珅, 李小波, 邢铭强. 企业数字化转型与审计定价[J]. 审计研究, 2021(3): 62-71.
[17] Hadlock, C.J. and Pierce, J.R. (2010) New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index. Review of Financial Studies, 23, 1909-1940. [Google Scholar] [CrossRef