Digitalization and firm performance: channels and heterogeneities

被引:19
作者
Cheng, Ruonan [1 ]
Ho, Chun-Yu [2 ]
Huang, Shaoqing [1 ]
机构
[1] Shanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai 200030, Peoples R China
[2] SUNY Albany, Dept Econ, Albany, NY 12222 USA
基金
中国国家自然科学基金;
关键词
Digitalization; firm performance; information technology; textual analysis;
D O I
10.1080/13504851.2022.2097178
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this paper we develop a text-based measure of digitalization using firms' annual reports with which we examine the effects of digitalization on firm performance using a dataset covering manufacturing and service firms. Our findings show that digitalization increases profitability in manufacturing firms by improving the efficiency of asset utilization to generate sales, yet it has no significant effects on overall profitability in service firms. It is because, on the one hand, digitalization improves asset utilization in these service firms while, on the other hand, cutting into their profits from sales. We also find evidence suggesting that digitalization enhances performance more for firms operating in highly competitive industries, smaller firms and firms with fewer skilled workers. Finally, our main results are robust to the use of instrumental variable estimation, the inclusion of R&D expenses or spatial autocorrelation term as a confounder, the use of mediating model, and the use of alternative fixed effects.
引用
收藏
页码:2401 / 2406
页数:6
相关论文
共 8 条
[1]  
[Anonymous], 2014, Chinas digital transformation: The Internets impact on productivity and growth
[2]   Computing productivity: Firm-level evidence [J].
Brynjolfsson, E ;
Hitt, LM .
REVIEW OF ECONOMICS AND STATISTICS, 2003, 85 (04) :793-808
[3]  
Brynjolfsson E., 2019, EC ARTIFICIAL INTELL, DOI [DOI 10.7208/9780226613475-003, DOI 10.3386/W24001]
[4]  
Chen W., 2019, Going Digital: Implications for Firm Value and Performance
[5]   The Effects of Digital Transformation on Firm Performance: Evidence from China's Manufacturing Sector [J].
Guo, Lei ;
Xu, Luying .
SUSTAINABILITY, 2021, 13 (22)
[6]   Textual Analysis in Accounting and Finance: A Survey [J].
Loughran, Tim ;
Mcdonald, Bill .
JOURNAL OF ACCOUNTING RESEARCH, 2016, 54 (04) :1187-1230
[7]   Artificial Intelligence and emerging digital technologies in the energy sector [J].
Lyu, Wenjing ;
Liu, Jin .
APPLIED ENERGY, 2021, 303
[8]  
McKinsey & Company, 2021, The future of digital innovation in China