Digital transformation, human capital upgrading, and enterprise ESG performance: Evidence from Chinese listed enterprises
DOI:
https://doi.org/10.24136/oc.3058Keywords:
ESG, digital transformation, human capital, digital economyAbstract
Research background: With the rapid development of digital technologies such as artificial intelligence (AI), big data, cloud computing, and blockchain, the deep integration of digital technology and traditional industries offers unprecedented opportunities and has become an important technological force driving the development of enterprise environmental, social, and governance (ESG) performance. Digital transformation increases the complementarity between the production and operation processes of enterprises and highly skilled labour, specifically manifested in the adaptive change of the human capital structure of enterprises in labour relations. Meanwhile, transforming enterprises’ human capital structure also affects ESG performance.
Purpose of the article: This study investigates the effects of digital transformation on enterprise ESG performance and its underlying mechanisms of human capital upgrading. First, it combines cutting-edge literature to analyse the theoretical mechanism between digital transformation, human capital upgrading, and enterprise ESG performance, revealing the internal driving factors and implementation paths for improving enterprise ESG performance. Second, we use the data of 3928 listed enterprises in the Shanghai and Shenzhen A-share markets from 2009–2022 to analyse the impact of digital transformation on enterprise ESG performance from the perspective of human capital upgrading as well as the mechanism by which digital transformation affects enterprise ESG performance through human capital upgrading. Third, we provide policy recommendations for optimising the labour structure and enhancing enterprise ESG performance from the perspective of optimising human capital and digital technology applications.
Methods: Based on data from 3928 listed enterprises in Chinese A-share markets from 2009-2022, we investigate the effects of digital transformation on enterprise ESG performance and the mechanisms of human capital upgrading. The panel mediation effect model tests the relationships between digital transformation, human capital upgrading, and enterprise ESG performance.
Findings & value added: In theory, digital transformation is beneficial for optimising human capital structure, accelerating green technological innovation, and improving management efficiency, thus improving enterprise ESG performance. Mechanism testing shows that digital transformation enhances enterprise ESG performance through human capital upgrading. Heterogeneity analysis shows that the impact of digital transformation on ESG performance is more significant in enterprises that are capital- and technical-intensive, and located in the eastern and central regions. This study examines the microeconomic consequences of digital transformation, contributing to a deeper understanding of the theoretical logic inherent in enterprises’ optimisation of their labour structure. It also provides empirical evidence and decision support for developing industrial talent policies.
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References
Afolabi, J. A. (2023). Advancing digital economy in Africa: The role of critical enablers. Technology in Society, 75, 102367. DOI: https://doi.org/10.1016/j.techsoc.2023.102367
View in Google Scholar
Aldashev, A., & Batkeyev, B. (2021). Broadband infrastructure and economic growth in rural areas. Information Economics and Policy, 57, 100936. DOI: https://doi.org/10.1016/j.infoecopol.2021.100936
View in Google Scholar
Alex, O. A., Eric, E. O. O., Janet, D., & Nana, K. K. (2022). Enhancing human development in developing regions: Do ICT and transport infrastructure matter?. Technological Forecasting and Social Change, 180, 121725. DOI: https://doi.org/10.1016/j.techfore.2022.121725
View in Google Scholar
Aouadi, A., & Marsat, S. (2018). Do ESG controversies matter for firm value? Evidence from international data. Journal of Business Ethics, 151, 1027–1047. DOI: https://doi.org/10.1007/s10551-016-3213-8
View in Google Scholar
Bae, K. H., El Ghoul, S., Gong, Z. J., & Guedhami, O. (2021). Does CSR matter in times of crisis? Evidence from the COVID-19 pandemic. Journal of Corporate Finance, 67, 101876. DOI: https://doi.org/10.1016/j.jcorpfin.2020.101876
View in Google Scholar
Baker, E. D., Boulton, T. J., Braga-Alves, M. V., & Morey, M. R. (2021). ESG government risk and international IPO underpricing. Journal of Corporate Finance, 67, 101913. DOI: https://doi.org/10.1016/j.jcorpfin.2021.101913
View in Google Scholar
Bissoondoyal-Bheenick, E., Brooks, R., & Do, H. X., (2023). ESG and firm performance: The role of size and media channels. Economic Modelling, 121, 106203. DOI: https://doi.org/10.1016/j.econmod.2023.106203
View in Google Scholar
Boulhaga, M., Bouri, A., Elamer, A. A., & Ibrahim, B. A. (2022). Environmental, social and governance ratings and firm performance: The moderating role of internal control quality. Corporate Social Responsibility and Environmental Management, 303(1), 134–145. DOI: https://doi.org/10.1002/csr.2343
View in Google Scholar
Broadstock, D. C., Chan, K., Cheng, L. T., & Wang, X. (2021). The role of ESG performance during times of financial crisis: Evidence from COVID-19 in China. Finance Research Letters, 38, 101716. DOI: https://doi.org/10.1016/j.frl.2020.101716
View in Google Scholar
Brynjolfsson, E., & McElheran, K. (2016). The rapid adoption of data-driven decision-making. American Economic Review, 106(5), 133–39.
View in Google Scholar
Cai, C., Tu, Y. Q., & Li, Z. (2023). Enterprise digital transformation and ESG performance. Finance Research Letters, 58(Part D), 104692. DOI: https://doi.org/10.1016/j.frl.2023.104692
View in Google Scholar
Cambrea, D. R., Paolone, F., & Cucari, N. (2023). Advisory or monitoring role in ESG scenario: Which women directors are more influential in the Italian context?. Business Strategy and the Environment, 32(7), 4299–4314. DOI: https://doi.org/10.1002/bse.3366
View in Google Scholar
Campbell, B. A., Coff, R., & Kryscynski, D. (2012). Rethinking sustained competitive advantage from human capital. Academy of Management Review, 37(3), 375–395. DOI: https://doi.org/10.5465/amr.2010.0276
View in Google Scholar
Chen, H. S., & Tian, Z. (2022). Environmental uncertainty, resource orchestration and digital transformation: A fuzzy-set QCA approach. Journal of Business Research, 139, 184–193. DOI: https://doi.org/10.1016/j.jbusres.2021.09.048
View in Google Scholar
Christensen, D. M., Serafeim, G., & Sikochi, A. (2022). Why is corporate virtue in the eye of the beholder? The case of ESG ratings. Accounting Review, 97(1), 147–175. DOI: https://doi.org/10.2308/TAR-2019-0506
View in Google Scholar
Cong, L. W., & He, Z. (2019). Blockchain disruption and smart contracts. Review of Financial Studies, 32(5), 1754–1797. DOI: https://doi.org/10.1093/rfs/hhz007
View in Google Scholar
Corbett, C. J. (2018). How sustainable is big data?. Production and Operations Management, 27(9), 1685–1695. DOI: https://doi.org/10.1111/poms.12837
View in Google Scholar
Czernich, N., Falck, O., Kretschmer, T., & Woessmann, L. (2011). Broadband infrastructure and economic growth. Economic Journal, 121(552), 505–532. DOI: https://doi.org/10.1111/j.1468-0297.2011.02420.x
View in Google Scholar
de Clercq, M., D’ Haese, M., & Buysse, J. (2023). Economic growth and broadband access: The European urban-rural digital divide. Telecommunications Policy, 47(6), 102579. DOI: https://doi.org/10.1016/j.telpol.2023.102579
View in Google Scholar
Ding, X. A., Sheng, Z. L., Appolloni, A., Shahzad, M., & Han, S. J. (2024a). Digital transformation, ESG practice, and total factor productivity. Business Strategy and the Environment, 33(5), 4547–4561. DOI: https://doi.org/10.1002/bse.3718
View in Google Scholar
Ding, Y. Y., Shi, Z. Y., Xi, R. C., Diao, Y. X., & Hu, Y. (2024b). Digital transformation, productive services agglomeration and innovation performance. Heliyon, 10(3), e25534. DOI: https://doi.org/10.1016/j.heliyon.2024.e25534
View in Google Scholar
Dou, B., Guo, S. L., Chang, X. C., & Wang, Y. (2023). Corporate digital transformation and labor structure upgrading. International Review of Financial Analysis, 90, 102904. DOI: https://doi.org/10.1016/j.irfa.2023.102904
View in Google Scholar
Du, X., Weng, J., Zeng, Q., Chang, Y., & Pei, H. (2017). Do lenders applaud corporate environmental performance? Evidence from Chinese private-owned firms. Journal of Business Ethics, 143, 179–207. DOI: https://doi.org/10.1007/s10551-015-2758-2
View in Google Scholar
Erik, B., & McElheran, K. (2016). The rapid adoption of data-driven decision-making. American Economic Review, 106(5), 133–39. DOI: https://doi.org/10.1257/aer.p20161016
View in Google Scholar
Fang, M., Nie, H., & Shen, X. (2023). Can enterprise digitization improve ESG performance?. Economic Modelling, 118, 106101. DOI: https://doi.org/10.1016/j.econmod.2022.106101
View in Google Scholar
Flammer, C. (2015). Does corporate social responsibility lead to superior financial performance? A regression discontinuity approach. Management Science, 61(11), 2549–2568. DOI: https://doi.org/10.1287/mnsc.2014.2038
View in Google Scholar
Ford. G. S. (2018). Is faster better? Quantifying the relationship between broadband speed and economic growth. Telecommunications Policy, 42(9), 766–777. DOI: https://doi.org/10.1016/j.telpol.2018.05.006
View in Google Scholar
Fu, Q., Zhao, X., & Chang, C.-P. (2023). Does ESG performance bring to enterprises’ green innovation? Yes, evidence from 118 countries. Oeconomia Copernicana, 14(3), 795–832. DOI: https://doi.org/10.24136/oc.2023.024
View in Google Scholar
Gangi, F., Varrone, N., Daniele, M. L., & Coscia, M. (2022). Mainstreaming socially responsible investment: Do environmental, social and governance ratings of investment funds converge?. Journal of Cleaner Production, 353, 131684. DOI: https://doi.org/10.1016/j.jclepro.2022.131684
View in Google Scholar
Garcia, A. S., & Orsato, R. J. (2020). Testing the institutional difference hypothesis: A study about environmental, social, governance, and financial performance. Business Strategy and the Environment, 29(8), 3261–3272. DOI: https://doi.org/10.1002/bse.2570
View in Google Scholar
Ghosh, S., Hughes, M., Hodgkinson, I., & Hughes, P. (2022). Digital transformation of industrial businesses: A dynamic capability approach. Technovation, 113, 102414. DOI: https://doi.org/10.1016/j.technovation.2021.102414
View in Google Scholar
Ghoul, S. E., Guedhami, O., & Kim, Y. (2017). Country-level institutions, firm value, and the role of corporate social responsibility initiatives. Journal of International Business Studies, 48, 360–385. DOI: https://doi.org/10.1057/jibs.2016.4
View in Google Scholar
Goldfarb, A., & Tucker, C. (2019). Digital economics. Journal of Economic Literature, 57(1), 3–43. DOI: https://doi.org/10.1257/jel.20171452
View in Google Scholar
Guo, X. C., Li, M. M., Wang, Y. L., & Mardani, A. (2023). Does digital transformation improve the firm’s performance? From the perspective of digitalization paradox and managerial myopia. Journal of Business Research, 163, 113868. DOI: https://doi.org/10.1016/j.jbusres.2023.113868
View in Google Scholar
Haller, S. A., & Lyons, S. (2015). Broadband adoption and firm productivity: Evidence from Irish manufacturing firms. Telecommunications Policy, 39(1), 1–13. DOI: https://doi.org/10.1016/j.telpol.2014.10.003
View in Google Scholar
He, X. W., & Chen, W. (2024). Digital transformation and environmental, social, and governance performance from a human capital perspective. Sustainability, 16(11), 4737. DOI: https://doi.org/10.3390/su16114737
View in Google Scholar
He, X., Jing, Q., & Chen, H. (2023). The impact of environmental tax laws on heavy-polluting enterprise ESG performance: A stakeholder behavior perspective. Journal of Environmental Management, 344, 118578. DOI: https://doi.org/10.1016/j.jenvman.2023.118578
View in Google Scholar
Houston, J. F., & Shan, H. Y. (2022). Corporate ESG profiles and banking relationships. Review of Financial Studies, 35(7), 3373–3417. DOI: https://doi.org/10.1093/rfs/hhab125
View in Google Scholar
Jiang, K., Du, X., & Chen, Z. (2022). Firms’ digitalization and stock price crash risk. International Review of Financial Analysis, 82, 102196. DOI: https://doi.org/10.1016/j.irfa.2022.102196
View in Google Scholar
Kohtamäki, M., Parida, V., Patel, P. C., & Gebauer, H. (2020). The relationship between digitalization and servitization: The role of servitization in capturing the financial potential of digitalization. Technological Forecasting and Social Change, 151, 119804. DOI: https://doi.org/10.1016/j.techfore.2019.119804
View in Google Scholar
Li, L. X. (2022a). Digital transformation and sustainable performance: The moderating role of market turbulence. Industrial Marketing Management, 104, 28–37. DOI: https://doi.org/10.1016/j.indmarman.2022.04.007
View in Google Scholar
Li, Q., Chen, H. M., Chen, Y., Xiao, T., & Wang, L. (2023). Digital economy, financing constraints, and corporate innovation. Pacific-Basin Finance Journal, 80, 102081. DOI: https://doi.org/10.1016/j.pacfin.2023.102081
View in Google Scholar
Li, Y. J. (2022b). Enterprise digital transformation and enterprise value. Advances in Applied Mathematics, 11(08), 5986-5993. DOI: https://doi.org/10.12677/AAM.2022.118631
View in Google Scholar
Lin, J. B., Mao, & M. Y. (2023). How does digital transformation affect sustainable innovation performance? The pivotal roles of digital technology-business alignment and environmental uncertainty. Sustainable Development, 32(4), 3163–3181. DOI: https://doi.org/10.1002/sd.2830
View in Google Scholar
Lin, Y., Yin, H. T., Wen, J., & Chang, C. P. (2024). Assessing the impact of religion on environmental quality. Economic Systems, 48(1), 101164. DOI: https://doi.org/10.1016/j.ecosys.2023.101164
View in Google Scholar
Liu, S., Wu, Y. T., Yin, X. B., & Wu, B. (2023). Digital transformation and labour investment efficiency: Heterogeneity across the enterprise life cycle. Finance Research Letters, 58(Part C), 104537. DOI: https://doi.org/10.1016/j.frl.2023.104537
View in Google Scholar
McBrayer, G. A. (2018). Does persistence explain ESG disclosure decisions?. Corporate Social Responsibility and Environmental Management, 25(6), 1074–1086. DOI: https://doi.org/10.1002/csr.1521
View in Google Scholar
Mwananziche, J., Myovella, G., Karacuka, M., Haucap, J., & Moshi, G. (2023). Is digitalization a booster for economic growth in Africa? Short run and long run evidence from Tanzania. Telecommunications Policy, 47(10), 102679. DOI: https://doi.org/10.1016/j.telpol.2023.102679
View in Google Scholar
Nguyen, D. K., Broekhuizen, T., Dong, J. Q., & Verhoef, P. C. (2023). Leveraging synergy to drive digital transformation: A systems-theoretic perspective. Information & Management, 60(7), 103836. DOI: https://doi.org/10.1016/j.im.2023.103836
View in Google Scholar
Niu, Y. H., Wen, W., Wang, S., & Li, S. F. (2023). Breaking barriers to innovation: The power of digital transformation. Finance Research Letters, 51, 103457. DOI: https://doi.org/10.1016/j.frl.2022.103457
View in Google Scholar
Paiola, M., & Gebauer, H. (2020). Internet of things technologies, digital servitization and business model innovation in B to B manufacturing firms. Industrial Marketing Management, 89, 245–264. DOI: https://doi.org/10.1016/j.indmarman.2020.03.009
View in Google Scholar
Pedersen, L. H., Fitzgibbons, S., & Pomorski, L. (2021). Responsible investing: The ESG-efficient frontier. Journal of Financial Economics, 142(2), 572–597. DOI: https://doi.org/10.1016/j.jfineco.2020.11.001
View in Google Scholar
Popkova, E. G., Bernardi, P. D., Tyurina, Y. G., & Sergi, B. S. (2022). A theory of digital technology advancement to address the grand challenges of sustainable development. Technology in Society, 68, 101831. DOI: https://doi.org/10.1016/j.techsoc.2021.101831
View in Google Scholar
Qian, K., Shi, B., Song, Y., & Wu, H. (2023). ESG performance and loan contracting in an emerging market. Pacific-Basin Finance Journal, 78, 101973. DOI: https://doi.org/10.1016/j.pacfin.2023.101973
View in Google Scholar
Rachinger, M., Rauter, R., Müller, C., Vorraber, W., & Schirgi, E. (2018). Digitalization and its influence on business model innovation. Journal of Manufacturing Technology Management, 30(8), 1143–1160. DOI: https://doi.org/10.1108/JMTM-01-2018-0020
View in Google Scholar
Ren, X., Zeng, G., & Zhao, Y. (2023). Digital finance and corporate ESG performance: Empirical evidence from listed companies in China. Pacific-Basin Finance Journal, 79, 102019. DOI: https://doi.org/10.1016/j.pacfin.2023.102019
View in Google Scholar
Riedl, A., & Smeets, P. (2017). Why do investors hold socially responsible mutual funds?. Journal of Finance, 72(6), 2505–2550. DOI: https://doi.org/10.1111/jofi.12547
View in Google Scholar
Saldanha, T., Mithas, S., & Krishnan, M. S. (2017). Leveraging customer involvement for fueling innovation: The role of relational and analytical information processing capabilities. MIS Quarterly, 41(1), 267–286. DOI: https://doi.org/10.25300/MISQ/2017/41.1.14
View in Google Scholar
Singh, S., Sharma, M., & Sanjay D. (2021). Modeling the effects of digital transformation in Indian manufacturing industry. Technology in Society, 67, 101763. DOI: https://doi.org/10.1016/j.techsoc.2021.101763
View in Google Scholar
Sun, C., Zhang, Z., Vochozka, M., & Vozňáková, I. (2022). Enterprise digital transformation and debt financing cost in China’s A-share listed companies. Oeconomia Copernicana, 13(3), 783–829. DOI: https://doi.org/10.24136/oc.2022.023
View in Google Scholar
Troise, C., Corvello, V., Ghobadian, A., & O’ Regan, N. (2022). How can SMEs successfully navigate VUCA environment: The role of agility in the digital transformation era. Technological Forecasting and Social Change, 174, 121227. DOI: https://doi.org/10.1016/j.techfore.2021.121227
View in Google Scholar
Uyar, A., Kuzey, C., & Karaman, A. S. (2022). ESG performance and CSR awards: Does consistency matter?. Finance Research Letters, 50, 103276. DOI: https://doi.org/10.1016/j.frl.2022.103276
View in Google Scholar
Vu, D. A., Nguyen, T. V., Nhu, Q. M., & Tran, T. Q. (2024). Does increased digital transformation promote a firm’s financial performance? New insights from the quantile approach. Finance Research Letters, 64, 105430. DOI: https://doi.org/10.1016/j.frl.2024.105430
View in Google Scholar
Wang, H. J., Jiao, S. P., Bu, K., Wang, Y. B., & Wang, Y. X. (2023). Digital transformation and manufacturing companies’ ESG responsibility performance. Finance Research Letters, 58(Part B), 104370. DOI: https://doi.org/10.1016/j.frl.2023.104370
View in Google Scholar
Wang, J. X., Yuan, X., Huang, X., Liu, C. X., & Zhang, P. D. (2024). Can digitalization facilitate cross-border M&A? Evidence from Chinese A-share listed companies. Research in International Business and Finance, 67(Part A) 102118. DOI: https://doi.org/10.1016/j.ribaf.2023.102118
View in Google Scholar
Wang, L. (2023). Digital transformation and total factor productivity. Finance Research Letters, 58, 104338. DOI: https://doi.org/10.1016/j.frl.2023.104338
View in Google Scholar
Wang, S. F., & Esperança, J.P. (2023). Can digital transformation improve market and ESG performance? Evidence from Chinese SMEs. Journal of Cleaner Production, 419, 137980. DOI: https://doi.org/10.1016/j.jclepro.2023.137980
View in Google Scholar
Wang, Y. Z., & He, P. Z. (2024). Enterprise digital transformation, financial information disclosure and innovation efficiency. Finance Research Letters, 59, 104707. DOI: https://doi.org/10.1016/j.frl.2023.104707
View in Google Scholar
Wen, Z. L., Marsh, H. W., Hau, K. T., Wu, Y., Liu, H. Y., & Morin, A. J. S. (2014). Interaction effects in latent growth models: Evaluation of alternative estimation approaches. Structural Equation Modeling: A Multidisciplinary Journal, 21(3), 361–374. DOI: https://doi.org/10.1080/10705511.2014.915205
View in Google Scholar
Wu, K., Fu, Y., & Kong, D. (2022). Does the digital transformation of enterprises affect stock price crash risk?. Finance Research Letters, 48, 45–53. DOI: https://doi.org/10.1016/j.frl.2022.102888
View in Google Scholar
Wu, Y. L., & Huang, S. L. (2022). The effects of digital finance and financial constraint on financial performance: Firm-level evidence from China’s new energy enterprises. Energy Economics, 112, 106158. DOI: https://doi.org/10.1016/j.eneco.2022.106158
View in Google Scholar
Yu, E. P., Guo, C. Q., & Luu, B. V. (2018). Environmental, social and governance transparency and firm value. Business Strategy and the Environment, 27(7), 987–1004. DOI: https://doi.org/10.1002/bse.2047
View in Google Scholar
Zhai, S., & Liu, Z. (2023). Artificial intelligence technology innovation and firm productivity: Evidence from China. Finance Research Letters, 58, 104437. DOI: https://doi.org/10.1016/j.frl.2023.104437
View in Google Scholar
Zhang, H., & Dong, S. (2023). Digital transformation and firms’ total factor productivity: The role of internal control quality. Finance Research Letters, 57, 104231. DOI: https://doi.org/10.1016/j.frl.2023.104231
View in Google Scholar
Zhang, L., Ye, Y., Meng, Z., Ma, N., & Wu, C. (2024a). Enterprise digital transformation, dynamic capabilities, and ESG performance: Based on data from listed Chinese companies. Journal of Global Information Management, 32(1), 1–20. http://doi.org/10.4018/JGIM.335905. DOI: https://doi.org/10.4018/JGIM.335905
View in Google Scholar
Zhang, X., Miao, L., Mu, G., & Wu, K.-S. (2024b). Concave and convex effects of ESG performance on corporate sustainable development: Evidence from China. Oeconomia Copernicana, 15(2), 595–636. DOI: https://doi.org/10.24136/oc.2972
View in Google Scholar
Zhang, Y. J., Meng, Z. Z., & Song. Y. (2023). Digital transformation and metal enterprise value: Evidence from China. Resources Policy, 87(Part B), 104326. DOI: https://doi.org/10.1016/j.resourpol.2023.104326
View in Google Scholar
Zhou, G., Liu, L., & Luo, S. (2022). Sustainable development, ESG performance and company market value: Mediating effect of financial performance. Business Strategy and the Environment, 31(7), 3371–3387. DOI: https://doi.org/10.1002/bse.3089
View in Google Scholar
Zhuo, C. F., & Chen, J. (2023). Can digital transformation overcome the enterprise innovation dilemma: Effect, mechanism and effective boundary. Technological Forecasting and Social Change, 190, 122378. DOI: https://doi.org/10.1016/j.techfore.2023.122378
View in Google Scholar
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