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How do firms’ performance shortfalls affect digital transformation? The role of peer experience and persistent underperformance

Author

Listed:
  • Guocai Chen

    (South China University of Technology)

  • Tongying Liang

    (South China University of Technology)

  • Xiude Chen

    (Guangdong University of Technology
    Guangdong University of Technology
    Guangdong University of Technology)

Abstract

Drawing on the behavioral theory of the firm (BTOF) and organizational learning theory, this study investigates the impact of performance shortfalls on digital transformation under the background of the flourishing of the digital economy. Using a dataset of Chinese listed firms from 2009 to 2021, our results show that firms’ financial performance shortfalls drive digital transformation. From the perspective of vicarious learning, the successful experience of peers in a similar difficulty (underperformance) and the successful experience of peers in an advantageous condition (outperformance) strengthens the positive impact of focal firms’ underperformance on digital transformation. Finally, these positive moderating effects are more pronounced in focal firms with persistent underperformance. This study contributes to the trigger and how of firms’ digital transformation and extends BTOF by demonstrating the positive relationship between performance shortfalls and digital transformation alongside emphasizing the importance of various peer experience and their interactions with persistent underperformance to identify their boundary.

Suggested Citation

  • Guocai Chen & Tongying Liang & Xiude Chen, 2025. "How do firms’ performance shortfalls affect digital transformation? The role of peer experience and persistent underperformance," Review of Managerial Science, Springer, vol. 19(3), pages 757-795, March.
    • Handle: RePEc:spr:rvmgts:v:19:y:2025:i:3:d:10.1007_s11846-024-00774-w
    DOI: 10.1007/s11846-024-00774-w
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    as
    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Christian Schumacher & Steffen Keck & Wenjie Tang, 2020. "Biased interpretation of performance feedback: The role of CEO overconfidence," Strategic Management Journal, Wiley Blackwell, vol. 41(6), pages 1139-1165, June.
    3. Abhinav Gupta & Anna Fung & Chad Murphy, 2021. "Out of character: CEO political ideology, peer influence, and adoption of CSR executive position by Fortune 500 firms," Strategic Management Journal, Wiley Blackwell, vol. 42(3), pages 529-557, March.
    4. John Joseph & Vibha Gaba, 2015. "The fog of feedback: Ambiguity and firm responses to multiple aspiration levels," Strategic Management Journal, Wiley Blackwell, vol. 36(13), pages 1960-1978, December.
    5. Kyung Min Park, 2007. "Antecedents of Convergence and Divergence in Strategic Positioning: The Effects of Performance and Aspiration on the Direction of Strategic Change," Organization Science, INFORMS, vol. 18(3), pages 386-402, June.
    6. Vibha Gaba & John Joseph, 2013. "Corporate Structure and Performance Feedback: Aspirations and Adaptation in M-Form Firms," Organization Science, INFORMS, vol. 24(4), pages 1102-1119, August.
    7. 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.
    8. Tekic, Zeljko & Füller, Johann, 2023. "Managing innovation in the era of AI," Technology in Society, Elsevier, vol. 73(C).
    9. 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.
    10. Usai, A. & Fiano, F. & Messeni Petruzzelli, A. & Paoloni, P. & Farina Briamonte, M. & Orlando, B., 2021. "Unveiling the impact of the adoption of digital technologies on firms’ innovation performance," Journal of Business Research, Elsevier, vol. 133(C), pages 327-336.
    11. Kristina Dahlin & Joel A.C Baum, 2007. "Aspiration performance and railroads' patterns of learning from train wrecks and crashes," Post-Print hal-00480399, HAL.
    12. Xiaogang He & Ranjan Karri & Yuanfei Zhang & Lin Mei, 2016. "Executive Entrenchment in Founder‐Managed Firms: An Empirical Study from China," Journal of Small Business Management, Taylor & Francis Journals, vol. 54(3), pages 851-870, July.
    13. Hadjielias, Elias & (Lola) Dada, Olufunmilola & Discua Cruz, Allan & Zekas, Stavros & Christofi, Michael & Sakka, Georgia, 2021. "How do digital innovation teams function? Understanding the team cognition-process nexus within the context of digital transformation," Journal of Business Research, Elsevier, vol. 122(C), pages 373-386.
    14. Pasi Kuusela & Thomas Keil & Markku Maula, 2017. "Driven by aspirations, but in what direction? Performance shortfalls, slack resources, and resource-consuming vs. resource-freeing organizational change," Strategic Management Journal, Wiley Blackwell, vol. 38(5), pages 1101-1120, May.
    15. Paul Ingram & Joel A. C. Baum, 1997. "Opportunity And Constraint: Organizations’ Learning From The Operating And Competitive Experience Of Industries," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 75-98, July.
    16. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    17. Andrew V. Shipilov & Stan Xiao Li & Henrich R. Greve, 2011. "The Prince and the Pauper: Search and Brokerage in the Initiation of Status-Heterophilous Ties," Organization Science, INFORMS, vol. 22(6), pages 1418-1434, December.
    18. Pan, Yue & Shroff, Nemit & Zhang, Pengdong, 2023. "The dark side of audit market competition," Journal of Accounting and Economics, Elsevier, vol. 75(1).
    19. Yuan, Dongliang & Shang, Duo & Ma, Yufei & Li, Dehui, 2022. "The Spillover Effects of Peer Annual Report Tone for Firm Innovation Investment: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    20. Wei Yu & Maria Minniti & Robert Nason, 2019. "Underperformance duration and innovative search: Evidence from the high‐tech manufacturing industry," Strategic Management Journal, Wiley Blackwell, vol. 40(5), pages 836-861, May.
    21. Songcui Hu & Qian (Cecilia) Gu & Jun Xia, 2022. "Problemistic Search of the Embedded Firm: The Joint Effects of Performance Feedback and Network Positions on Venture Capital Firms’ Risk Taking," Organization Science, INFORMS, vol. 33(5), pages 1889-1908, September.
    22. Ren, Ting & Liu, Xin & Ding, Jinqiong, 2023. "Intergenerational dynamics of digital transformation in family firms," Technology in Society, Elsevier, vol. 74(C).
    23. Gaglio, Cyrielle & Kraemer-Mbula, Erika & Lorenz, Edward, 2022. "The effects of digital transformation on innovation and productivity: Firm-level evidence of South African manufacturing micro and small enterprises," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    24. Ohad Ref & Zur Shapira, 2017. "Entering new markets: The effect of performance feedback near aspiration and well below and above it," Strategic Management Journal, Wiley Blackwell, vol. 38(7), pages 1416-1434, July.
    25. Diwas KC & Bradley R. Staats & Francesca Gino, 2013. "Learning from My Success and from Others' Failure: Evidence from Minimally Invasive Cardiac Surgery," Management Science, INFORMS, vol. 59(11), pages 2435-2449, November.
    26. Li, Ganglei & Shao, Yunfei, 2023. "How do top management team characteristics affect digital orientation? Exploring the internal driving forces of firm digitalization," Technology in Society, Elsevier, vol. 74(C).
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    More about this item

    Keywords

    Digital transformation; Performance shortfalls; Vicarious learning; Persistent underperformance; Peer experience;
    All these keywords.

    JEL classification:

    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L19 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Other

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