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Managerial long‐termism and corporate innovation: Evidence from China through text mining approaches

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  • Ning Xu
  • Di Zhang
  • Yingjie Bai

Abstract

Adhering to long‐termism is essential for sustaining and promoting corporate innovation in the face of future uncertainty. In this study, we use machine learning and text analysis methods to construct a proxy variable for managerial long‐termism and explore how managerial long‐termism affects corporate innovation using a sample of 13,117 firm‐year observations from 2010 to 2020 in China. We find managerial long‐termism has a positive effect on corporate innovation, which is mainly achieved by mitigating agency problems. The positive effect of managerial long‐termism on corporate innovation is more pronounced when an enterprise faces stronger economic policy uncertainty and has more slack resources. Additional analysis shows that managerial long‐termism accelerates exploratory innovation and contributes to the high‐quality development of enterprises. Our findings advance research on long‐termism in corporate governance and generate meaningful insights into the antecedents of corporate innovation from the perspective of time preference.

Suggested Citation

  • Ning Xu & Di Zhang & Yingjie Bai, 2024. "Managerial long‐termism and corporate innovation: Evidence from China through text mining approaches," Business Strategy and the Environment, Wiley Blackwell, vol. 33(3), pages 2269-2286, March.
  • Handle: RePEc:bla:bstrat:v:33:y:2024:i:3:p:2269-2286
    DOI: 10.1002/bse.3605
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    References listed on IDEAS

    as
    1. Gustavo Manso, 2011. "Motivating Innovation," Journal of Finance, American Finance Association, vol. 66(5), pages 1823-1860, October.
    2. Huang, Qianqian & Yuan, Tao, 2021. "Does Political Corruption Impede Firm Innovation? Evidence from the United States," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(1), pages 213-248, February.
    3. Holmstrom, Bengt, 1989. "Agency costs and innovation," Journal of Economic Behavior & Organization, Elsevier, vol. 12(3), pages 305-327, December.
    4. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2014. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization," Management Science, INFORMS, vol. 60(12), pages 2859-2885, December.
    5. Richard A. D'Aveni & Giovanni Battista Dagnino & Ken G. Smith, 2010. "The age of temporary advantage," Strategic Management Journal, Wiley Blackwell, vol. 31(13), pages 1371-1385, December.
    6. Tuyen, Bui Quang & Phuong Anh, Do Vu & Mai, Nguyen Phuong & Long, To Quang, 2023. "Does corporate engagement in social responsibility affect firm innovation? The mediating role of digital transformation," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 292-303.
    7. Torsten M. Pieper & Ralph I. Williams Jr. & Scott C. Manley & Lucy M. Matthews, 2020. "What Time May Tell: An Exploratory Study of the Relationship Between Religiosity, Temporal Orientation, and Goals in Family Business," Journal of Business Ethics, Springer, vol. 163(4), pages 759-773, May.
    8. Sheng, Xin & Guo, Songlin & Chang, Xiaochen, 2022. "Managerial myopia and firm productivity: Evidence from China," Finance Research Letters, Elsevier, vol. 49(C).
    9. Josh Lerner & Julie Wulf, 2007. "Innovation and Incentives: Evidence from Corporate R&D," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 634-644, November.
    10. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    11. Huang, Xiaoqi & Liu, Wei & Zhang, Zhan & Zou, Xinyu & Li, Pujuan, 2023. "Quantity or quality: Environmental legislation and corporate green innovations," Ecological Economics, Elsevier, vol. 204(PB).
    12. Elena Cefis & Orietta Marsili, 2011. "Born to flip. Exit decisions of entrepreneurial firms in high-tech and low-tech industries," Journal of Evolutionary Economics, Springer, vol. 21(3), pages 473-498, August.
    13. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    14. Peter M. Ralston & Jennifer Blackhurst & David E. Cantor & Michael R. Crum, 2015. "A Structure–Conduct–Performance Perspective of How Strategic Supply Chain Integration Affects Firm Performance," Journal of Supply Chain Management, Institute for Supply Management, vol. 51(2), pages 47-64, April.
    15. Alberto Galasso & Timothy S. Simcoe, 2011. "CEO Overconfidence and Innovation," Management Science, INFORMS, vol. 57(8), pages 1469-1484, August.
    16. Chen, Yangyang & Podolski, Edward J. & Veeraraghavan, Madhu, 2015. "Does managerial ability facilitate corporate innovative success?," Journal of Empirical Finance, Elsevier, vol. 34(C), pages 313-326.
    17. Steven W. Bradley & Dean A. Shepherd & Johan Wiklund, 2011. "The Importance of Slack for New Organizations Facing ‘Tough’ Environments," Journal of Management Studies, Wiley Blackwell, vol. 48, pages 1071-1097, July.
    18. Lu, Jun & Wang, Wei, 2018. "Managerial conservatism, board independence and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 1-16.
    19. Luong, Hoang & Moshirian, Fariborz & Nguyen, Lily & Tian, Xuan & Zhang, Bohui, 2017. "How Do Foreign Institutional Investors Enhance Firm Innovation?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(4), pages 1449-1490, August.
    20. Justin Tan & Mike W. Peng, 2003. "Organizational slack and firm performance during economic transitions: two studies from an emerging economy," Strategic Management Journal, Wiley Blackwell, vol. 24(13), pages 1249-1263, December.
    21. N. Venkatraman, 1989. "Strategic Orientation of Business Enterprises: The Construct, Dimensionality, and Measurement," Management Science, INFORMS, vol. 35(8), pages 942-962, August.
    22. 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.
    23. David B. Audretsch & Nikolaus Seitz & Katherine Margaret Rouch, 2018. "Tolerance and innovation: the role of institutional and social trust," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 8(1), pages 71-92, March.
    24. Victor Chen & Jing Li & Daniel Shapiro & Xiaoxiang Zhang, 2014. "Ownership structure and innovation: An emerging market perspective," Asia Pacific Journal of Management, Springer, vol. 31(1), pages 1-24, March.
    25. Yuan, Yuan & Hu, May & Cheng, Chen, 2023. "CEO succession and corporate innovation: A managerial myopic perspective," The North American Journal of Economics and Finance, Elsevier, vol. 64(C).
    26. Xiao, Gang, 2013. "Legal shareholder protection and corporate R&D investment," Journal of Corporate Finance, Elsevier, vol. 23(C), pages 240-266.
    27. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    28. Chen, Jie & Leung, Woon Sau & Evans, Kevin P., 2018. "Female board representation, corporate innovation and firm performance," Journal of Empirical Finance, Elsevier, vol. 48(C), pages 236-254.
    29. Christopher Kurzhals & Lorenz Graf‐Vlachy & Andreas König, 2020. "Strategic leadership and technological innovation: A comprehensive review and research agenda," Corporate Governance: An International Review, Wiley Blackwell, vol. 28(6), pages 437-464, November.
    30. C. S. Agnes Cheng & Jaehyeon Kim & Mooweon Rhee & Jian Zhou, 2022. "Time Orientation in Languages and Tax Avoidance," Journal of Business Ethics, Springer, vol. 180(2), pages 625-650, October.
    31. Ani Manakyan Mathers & Bin Wang & Xiaohong (Sara) Wang, 2020. "Shareholder coordination and corporate innovation," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(5-6), pages 730-759, May.
    32. Richard A. Bettis, 1981. "Performance differences in related and unrelated diversified firms," Strategic Management Journal, Wiley Blackwell, vol. 2(4), pages 379-393, October.
    33. Vivian W. Fang & Xuan Tian & Sheri Tice, 2014. "Does Stock Liquidity Enhance or Impede Firm Innovation?," Journal of Finance, American Finance Association, vol. 69(5), pages 2085-2125, October.
    34. Bronwyn H. Hall & Dietmar Harhoff, 2012. "Recent Research on the Economics of Patents," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 541-565, July.
    35. Bum-Jin Park & Ki-Hoon Lee, 2021. "The sensitivity of corporate social performance to corporate financial performance: A “time-based†agency theory perspective," Australian Journal of Management, Australian School of Business, vol. 46(2), pages 224-247, May.
    36. Jongmoo Jay Choi & Jimi Kim & Oded Shenkar, 2023. "Temporal Orientation and Corporate Social Responsibility: Global Evidence," Journal of Management Studies, Wiley Blackwell, vol. 60(1), pages 82-119, January.
    37. Pino G. Audia & Henrich R. Greve, 2006. "Less Likely to Fail: Low Performance, Firm Size, and Factory Expansion in the Shipbuilding Industry," Management Science, INFORMS, vol. 52(1), pages 83-94, January.
    38. Zvi Griliches & Ariel Pakes & Bronwyn H. Hall, 1986. "The Value of Patents as Indicators of Inventive Activity," NBER Working Papers 2083, National Bureau of Economic Research, Inc.
    39. Bergadaa, Michelle M, 1990. "The Role of Time in the Action of the Consumer," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 17(3), pages 289-302, December.
    40. Huseyin Gulen & Mihai Ion, 2016. "Editor's Choice Policy Uncertainty and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 29(3), pages 523-564.
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