IDEAS home Printed from https://ideas.repec.org/a/eee/ememar/v59y2024ics1566014124000049.html
   My bibliography  Save this article

Digital transformation and corporate labor investment efficiency

Author

Listed:
  • Wang, Sai
  • Wen, Wen
  • Niu, Yuhao
  • Li, Xin

Abstract

This study investigates whether and how digital transformation affects corporate labor investment efficiency. Based on a sample of Chinese listed firms from 2008 to 2020, this paper finds that digital transformation increases corporate labor investment efficiency. Our results still hold after using a series of robustness checks. Mechanism tests show that reducing agency problems and mitigating financing restrictions are potential channels through which digital transformation improves corporate labor investment efficiency. Further analyses reveal that digital transformation reduces both overinvestment and underinvestment in labor. Distinguishing different digital technologies, we find that artificial intelligence, big data, cloud computing technology, as well as digital technology applications improve corporate labor investment efficiency, while the impact of blockchain technology is insignificant. In addition, digital transformation's positive effect on corporate labor investment efficiency is more pronounced for firms in non-labor-intensive industries, private firms, and those with more highly skilled labor. Overall, this study deepens our understanding of digital transformation's governance role in improving corporate labor investment efficiency.

Suggested Citation

  • Wang, Sai & Wen, Wen & Niu, Yuhao & Li, Xin, 2024. "Digital transformation and corporate labor investment efficiency," Emerging Markets Review, Elsevier, vol. 59(C).
    • Handle: RePEc:eee:ememar:v:59:y:2024:i:c:s1566014124000049
    DOI: 10.1016/j.ememar.2024.101109
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1566014124000049
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ememar.2024.101109?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Malcolm Baker & Jeremy C. Stein & Jeffrey Wurgler, 2003. "When Does the Market Matter? Stock Prices and the Investment of Equity-Dependent Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 969-1005.
    2. Biddle, Gary C. & Hilary, Gilles & Verdi, Rodrigo S., 2009. "How does financial reporting quality relate to investment efficiency?," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 112-131, December.
    3. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    4. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    5. Monika Merz & Eran Yashiv, 2007. "Labor and the Market Value of the Firm," American Economic Review, American Economic Association, vol. 97(4), pages 1419-1431, September.
    6. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    7. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    8. Li, Lixu & Ye, Fei & Zhan, Yuanzhu & Kumar, Ajay & Schiavone, Francesco & Li, Yina, 2022. "Unraveling the performance puzzle of digitalization: Evidence from manufacturing firms," Journal of Business Research, Elsevier, vol. 149(C), pages 54-64.
    9. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81032, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    10. Matt, C. & Hess, Thomas & Benlian, Alexander, 2015. "Digital Transformation Strategies," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75002, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    11. Ben-Nasr, Hamdi & Alshwer, Abdullah A., 2016. "Does stock price informativeness affect labor investment efficiency?," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 249-271.
    12. Jennifer Brown & David A. Matsa, 2016. "Boarding a Sinking Ship? An Investigation of Job Applications to Distressed Firms," Journal of Finance, American Finance Association, vol. 71(2), pages 507-550, April.
    13. Zhaoyang Gu & Song Tang & Donghui Wu, 2020. "The Political Economy of Labor Employment Decisions: Evidence from China," Management Science, INFORMS, vol. 66(10), pages 4703-4725, October.
    14. James S. Ang & Rebel A. Cole & James Wuh Lin, 2000. "Agency Costs and Ownership Structure," Journal of Finance, American Finance Association, vol. 55(1), pages 81-106, February.
    15. Yi Chen & Ziying Fan & Xiaomin Gu & Li-An Zhou, 2020. "Arrival of Young Talent: The Send-Down Movement and Rural Education in China," American Economic Review, American Economic Association, vol. 110(11), pages 3393-3430, November.
    16. Lynn Wu & Lorin Hitt & Bowen Lou, 2020. "Data Analytics, Innovation, and Firm Productivity," Management Science, INFORMS, vol. 66(5), pages 2017-2039, May.
    17. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    18. Meng Liu & Erik Brynjolfsson & Jason Dowlatabadi, 2021. "Do Digital Platforms Reduce Moral Hazard? The Case of Uber and Taxis," Management Science, INFORMS, vol. 67(8), pages 4665-4685, August.
    19. Wanyi Chen & Liguang Zhang & Pinyan Jiang & Fanli Meng & Qianyi Sun, 2022. "Can digital transformation improve the information environment of the capital market? Evidence from the analysts' prediction behaviour," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(2), pages 2543-2578, June.
    20. Christian Matt & Thomas Hess & Alexander Benlian, 2015. "Digital Transformation Strategies," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 57(5), pages 339-343, October.
    21. Brandt, Loren & Li, Hongbin, 2003. "Bank discrimination in transition economies: ideology, information, or incentives?," Journal of Comparative Economics, Elsevier, vol. 31(3), pages 387-413, September.
    22. Juhyun Jung & Kathleen Herbohn & Peter Clarkson, 2018. "Carbon Risk, Carbon Risk Awareness and the Cost of Debt Financing," Journal of Business Ethics, Springer, vol. 150(4), pages 1151-1171, July.
    23. Sophie Wang, Qing & Lai, Shaojie & Pi, Shuwen & Anderson, Hamish, 2022. "Does directors' and officers' liability insurance induce empire building? Evidence from corporate labor investment," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    24. Niu, Yuhao & Wen, Wen & Wang, Sai & Li, Sifei, 2023. "Breaking barriers to innovation: The power of digital transformation," Finance Research Letters, Elsevier, vol. 51(C).
    25. Wang, Fangjun & Xu, Luying & Zhang, Junrui & Shu, Wei, 2018. "Political connections, internal control and firm value: Evidence from China's anti-corruption campaign," Journal of Business Research, Elsevier, vol. 86(C), pages 53-67.
    26. Qian, Yingyi, 1994. "A Theory of Shortage in Socialist Economies Based on the "Soft Budget Constraint."," American Economic Review, American Economic Association, vol. 84(1), pages 145-156, March.
    27. Borisov, Alexander & Ellul, Andrew & Sevilir, Merih, 2021. "Access to public capital markets and employment growth," Journal of Financial Economics, Elsevier, vol. 141(3), pages 896-918.
    28. Huang, Yasheng & Ma, Yue & Yang, Zhi & Zhang, Yifan, 2016. "A fire sale without fire: An explanation of labor-intensive FDI in China," Journal of Comparative Economics, Elsevier, vol. 44(4), pages 884-901.
    29. Ghaly, Mohamed & Dang, Viet Anh & Stathopoulos, Konstantinos, 2020. "Institutional investors' horizons and corporate employment decisions," Journal of Corporate Finance, Elsevier, vol. 64(C).
    30. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    31. Clara Xiaoling Chen & Hai Lu & Theodore Sougiannis, 2012. "The Agency Problem, Corporate Governance, and the Asymmetrical Behavior of Selling, General, and Administrative Costs," Contemporary Accounting Research, John Wiley & Sons, vol. 29(1), pages 252-282, March.
    32. Zhizhu Yuan & Ye Yang & Bai Liu, 2023. "Labour marketisation level and corporate labour investment efficiency: Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 4729-4760, December.
    33. Itay Goldstein & Chester S Spatt & Mao Ye, 2021. "Big Data in Finance," NBER Chapters, in: Big Data: Long-Term Implications for Financial Markets and Firms, pages 3213-3225, National Bureau of Economic Research, Inc.
    34. Niu, Yuhao & Wang, Sai & Wen, Wen & Li, Sifei, 2023. "Does digital transformation speed up dynamic capital structure adjustment? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    35. Feliciano-Cestero, María M. & Ameen, Nisreen & Kotabe, Masaaki & Paul, Justin & Signoret, Mario, 2023. "Is digital transformation threatened? A systematic literature review of the factors influencing firms’ digital transformation and internationalization," Journal of Business Research, Elsevier, vol. 157(C).
    36. Sualihu, Mohammed Aminu & Rankin, Michaela & Haman, Janto, 2021. "The role of equity compensation in reducing inefficient investment in labor," Journal of Corporate Finance, Elsevier, vol. 66(C).
    37. Cao, Zhangfan & Rees, William & Zhang, Zhifang, 2023. "The effect of real earnings smoothing on corporate labour investment," The British Accounting Review, Elsevier, vol. 55(6).
    38. Caggese, Andrea & Cuñat, Vicente & Metzger, Daniel, 2019. "Firing the wrong workers: Financing constraints and labor misallocation," Journal of Financial Economics, Elsevier, vol. 133(3), pages 589-607.
    39. Khedmati, Mehdi & Sualihu, Mohammed Aminu & Yawson, Alfred, 2020. "CEO-director ties and labor investment efficiency," Journal of Corporate Finance, Elsevier, vol. 65(C).
    40. Gu, Leilei & Ni, Xiaoran & Tian, Guangning, 2022. "Controlling shareholder expropriation and labor investment efficiency," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 261-274.
    41. Feng Li, 2011. "Earnings Quality Based on Corporate Investment Decisions," Journal of Accounting Research, Wiley Blackwell, vol. 49(3), pages 721-752, June.
    42. Wu, Keping & Fu, Yumei & Kong, Dongmin, 2022. "Does the digital transformation of enterprises affect stock price crash risk?," Finance Research Letters, Elsevier, vol. 48(C).
    43. Zhang, Ziqi & Su, Zhi & Tong, Fang, 2023. "Does digital transformation restrain corporate financialization? Evidence from China," Finance Research Letters, Elsevier, vol. 56(C).
    44. M. Pagano & P. F. Volpin, 2005. "Managers, Workers, and Corporate Control," Journal of Finance, American Finance Association, vol. 60(2), pages 841-868, April.
    45. André Hanelt & René Bohnsack & David Marz & Cláudia Antunes Marante, 2021. "A Systematic Review of the Literature on Digital Transformation: Insights and Implications for Strategy and Organizational Change," Journal of Management Studies, Wiley Blackwell, vol. 58(5), pages 1159-1197, July.
    46. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    47. Boochun Jung & Woo†Jong Lee & David P. Weber, 2014. "Financial Reporting Quality and Labor Investment Efficiency," Contemporary Accounting Research, John Wiley & Sons, vol. 31(4), pages 1047-1076, December.
    48. Tang, Yuehua, 2018. "When does competition mitigate agency problems?," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 258-274.
    49. David Yermack, 2017. "Corporate Governance and Blockchains," Review of Finance, European Finance Association, vol. 21(1), pages 7-31.
    50. Lai, Shaojie & Li, Xiaorong & Chan, Kam C., 2021. "CEO overconfidence and labor investment efficiency," The North American Journal of Economics and Finance, Elsevier, vol. 55(C).
    51. Matt, C. & Hess, Thomas & Benlian, Alexander, 2015. "Digital Transformation Strategies," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75202, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    52. Bushee, BJ & Noe, CF, 2000. "Corporate disclosure practices, institutional investors, and stock return volatility," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 171-202.
    53. Tian, Guangning & Li, Bo & Cheng, Yue, 2022. "Does digital transformation matter for corporate risk-taking?," Finance Research Letters, Elsevier, vol. 49(C).
    54. Baolei Qi & Liuchuang Li & Qing Zhou & Jinghui Sun, 2017. "Does internal control over financial reporting really alleviate agency conflicts?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(4), pages 1101-1125, December.
    55. Ping Lin & Boqiang Lin & Fu Lei, 2020. "Influence of CEO Characteristics on Accounting Information Disclosure Quality—Based on the Mediating Effect of Capital Structure," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(8), pages 1781-1803, June.
    56. Itay Goldstein & Chester S. Spatt & Mao Ye, 2021. "Big Data in Finance," NBER Working Papers 28615, National Bureau of Economic Research, Inc.
    57. Ferreira, João J.M. & Fernandes, Cristina I. & Ferreira, Fernando A.F., 2019. "To be or not to be digital, that is the question: Firm innovation and performance," Journal of Business Research, Elsevier, vol. 101(C), pages 583-590.
    58. Siliang Tong & Nan Jia & Xueming Luo & Zheng Fang, 2021. "The Janus face of artificial intelligence feedback: Deployment versus disclosure effects on employee performance," Strategic Management Journal, Wiley Blackwell, vol. 42(9), pages 1600-1631, September.
    59. Matarazzo, Michela & Penco, Lara & Profumo, Giorgia & Quaglia, Roberto, 2021. "Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective," Journal of Business Research, Elsevier, vol. 123(C), pages 642-656.
    60. Itay Goldstein & Chester S Spatt & Mao Ye, 2021. "Big Data in Finance [Institutional order handling and broker-affiliated trading venues]," The Review of Financial Studies, Society for Financial Studies, vol. 34(7), pages 3213-3225.
    61. Kong, Dongmin & Liu, Shasha & Xiang, Junyi, 2018. "Political promotion and labor investment efficiency," China Economic Review, Elsevier, vol. 50(C), pages 273-293.
    62. Chen, Sheng-Syan & Wang, Yanzhi, 2012. "Financial constraints and share repurchases," Journal of Financial Economics, Elsevier, vol. 105(2), pages 311-331.
    63. Emmanuelle Negre & Marie-Anne Verdier & Charles H. Cho & Dennis Patten, 2017. "Disclosure strategies and investor reactions to downsizing announcements: A legitimacy perspective," Post-Print halshs-01698634, HAL.
    64. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 82423, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    65. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bai, Min & Fu, Yumei & Sun, Mingwei, 2023. "Corporate diversification and labor investment efficiency: Evidence from China," Economic Modelling, Elsevier, vol. 127(C).
    2. Li, Bin & Zhao, Qizi & Shahab, Yasir & Kumar, Satish, 2023. "High-speed rail construction and labor investment efficiency: Evidence from an emerging market," Research in International Business and Finance, Elsevier, vol. 64(C).
    3. Lai, Shaojie & Li, Xiaorong & Liu, Shiang & Wang, Qing Sophie, 2022. "Institutional investors’ site visits and corporate employment decision-making," Journal of Contemporary Accounting and Economics, Elsevier, vol. 18(3).
    4. Changling Sun & Ziang Lin & Marek Vochozka & Zuzana Vincúrová, 2022. "Digital transformation and corporate cash holdings in China’s A-share listed companies," Oeconomia Copernicana, Institute of Economic Research, vol. 13(4), pages 1081-1116, December.
    5. Ee, Mong Shan & Hasan, Iftekhar & Huang, He, 2022. "Stock liquidity and corporate labor investment11We are grateful to the editor (Heitor Almeida) and an anynmous reviewer for detailed and significant guidance and suggestions. We thank Huu Duong, Alvin," Journal of Corporate Finance, Elsevier, vol. 72(C).
    6. Sophie Wang, Qing & Lai, Shaojie & Pi, Shuwen & Anderson, Hamish, 2022. "Does directors' and officers' liability insurance induce empire building? Evidence from corporate labor investment," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    7. Zhang, Zhuang & Ntim, Collins G. & Zhang, Qingjing & Elmagrhi, Mohamed H., 2020. "Does accounting comparability affect corporate employment decision-making?," The British Accounting Review, Elsevier, vol. 52(6).
    8. Cao, Zhangfan & Rees, William & Zhang, Zhifang, 2023. "The effect of real earnings smoothing on corporate labour investment," The British Accounting Review, Elsevier, vol. 55(6).
    9. Gu, Leilei & Ni, Xiaoran & Tian, Guangning, 2022. "Controlling shareholder expropriation and labor investment efficiency," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 261-274.
    10. Ghaly, Mohamed & Dang, Viet Anh & Stathopoulos, Konstantinos, 2020. "Institutional investors' horizons and corporate employment decisions," Journal of Corporate Finance, Elsevier, vol. 64(C).
    11. Sualihu, Mohammed Aminu & Rankin, Michaela & Haman, Janto, 2021. "The role of equity compensation in reducing inefficient investment in labor," Journal of Corporate Finance, Elsevier, vol. 66(C).
    12. Piepponen, Amanda & Ritala, Paavo & Keränen, Joona & Maijanen, Päivi, 2022. "Digital transformation of the value proposition: A single case study in the media industry," Journal of Business Research, Elsevier, vol. 150(C), pages 311-325.
    13. Fan, Rui & Pan, Jianping & Yu, Minggui & Gao, Hao, 2022. "Corporate governance of controlling shareholders and labor employment decisions: Evidence from a parent board reform in China," Economic Modelling, Elsevier, vol. 108(C).
    14. Jia, Jing & Li, Zhongtian, 2024. "Opioid abuse and labor investment efficiency," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 1267-1285.
    15. Niu, Yuhao & Wen, Wen & Wang, Sai & Li, Sifei, 2023. "Breaking barriers to innovation: The power of digital transformation," Finance Research Letters, Elsevier, vol. 51(C).
    16. Cao, Zhangfan & Rees, William, 2020. "Do employee-friendly firms invest more efficiently? Evidence from labor investment efficiency," Journal of Corporate Finance, Elsevier, vol. 65(C).
    17. Li, Min & Liu, Na & Kou, Aiju & Chen, Wenchuan, 2023. "Customer concentration and digital transformation," International Review of Financial Analysis, Elsevier, vol. 89(C).
    18. Lai, Shaojie & Chen, Lihan & Wang, Qing Sophie & Anderson, Hamish D., 2023. "Bank competition and corporate employment: Evidence from the geographic distribution of bank branches in China," Journal of Banking & Finance, Elsevier, vol. 154(C).
    19. Cao, June & Li, Wenwen & Hasan, Iftekhar, 2023. "The impact of lowering carbon emissions on corporate labour investment: A quasi-natural experiment," Energy Economics, Elsevier, vol. 121(C).
    20. Sualihu, Mohammed Aminu & Yawson, Alfred & Yusoff, Iliyas, 2021. "Do analysts’' forecast properties deter suboptimal labor investment decisions? Evidence from Regulation Fair Disclosure," Journal of Corporate Finance, Elsevier, vol. 69(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ememar:v:59:y:2024:i:c:s1566014124000049. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620356 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.