IDEAS home Printed from https://ideas.repec.org/a/wly/mgtdec/v46y2025i5p2726-2745.html

The Impact of Technological Diversification on Innovation Performance: The Moderating Effects From an Agency Perspective

Author

Listed:
  • Xinrui Zhan
  • Yunqing Liu
  • Xingxin Zhao

Abstract

In the rapidly advancing digital era, technological diversification (TD) emerges as a pivotal strategy to enhance firms' innovation performance. This study explores the nonlinear dynamics of TD and innovation performance, positing an inverted U‐shaped relationship and examining the moderating effects of governance mechanisms—management shareholding, board size, board meeting frequency, and analyst coverage—from the perspectives of incentive mechanism design, internal control, and external regulation. Using a comprehensive panel dataset of 11,036 firm‐year observations from 1438 Chinese listed manufacturers (2012–2020), we employ Tobit regression to validate our hypotheses. Our findings confirm the inverted U‐shaped relationship between TD and innovation performance, which is significantly moderated by governance mechanisms that mitigate agency costs. The results withstand a battery of robustness checks and address endogeneity concerns. By integrating agency theory into the analysis of TD, this study provides a novel perspective and actionable strategies for firms to optimize TD within sustainable boundaries, ultimately achieving long‐term innovation growth.

Suggested Citation

  • Xinrui Zhan & Yunqing Liu & Xingxin Zhao, 2025. "The Impact of Technological Diversification on Innovation Performance: The Moderating Effects From an Agency Perspective," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(5), pages 2726-2745, July.
  • Handle: RePEc:wly:mgtdec:v:46:y:2025:i:5:p:2726-2745
    DOI: 10.1002/mde.4495
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/mde.4495
    Download Restriction: no

    File URL: https://libkey.io/10.1002/mde.4495?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
    ---><---

    References listed on IDEAS

    as
    1. Teece, David J., 2018. "Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless world," Research Policy, Elsevier, vol. 47(8), pages 1367-1387.
    2. Yang, Siying & Wang, Wenzhi & Ding, Tao, 2023. "Intelligent transformation and sustainable innovation capability: Evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
    3. Gilsing, Victor & Nooteboom, Bart & Vanhaverbeke, Wim & Duysters, Geert & van den Oord, Ad, 2008. "Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density," Research Policy, Elsevier, vol. 37(10), pages 1717-1731, December.
    4. Baysinger, Barry D & Butler, Henry N, 1985. "Corporate Governance and the Board of Directors: Performance Effects of Changes in Board Composition," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 1(1), pages 101-124, Spring.
    5. Breschi, Stefano & Lissoni, Francesco & Malerba, Franco, 2003. "Knowledge-relatedness in firm technological diversification," Research Policy, Elsevier, vol. 32(1), pages 69-87, January.
    6. Shaikh, Ibrahim & Randhawa, Krithika, 2022. "Managing the risks and motivations of technology managers in open innovation: Bringing stakeholder-centric corporate governance into focus," Technovation, Elsevier, vol. 114(C).
    7. Seh-Hyun Yoo & Chang-Yang Lee, 2023. "Technological diversification, technology portfolio properties, and R&D productivity," The Journal of Technology Transfer, Springer, vol. 48(6), pages 2074-2105, December.
    8. Chen, Yi-Min & Yang, De-Hsin & Lin, Feng-Jyh, 2013. "Does technological diversification matter to firm performance? The moderating role of organizational slack," Journal of Business Research, Elsevier, vol. 66(10), pages 1970-1975.
    9. Appio, Francesco P. & De Luca, Luigi M. & Morgan, Robert & Martini, Antonella, 2019. "Patent portfolio diversity and firm profitability: A question of specialization or diversification?," Journal of Business Research, Elsevier, vol. 101(C), pages 255-267.
    10. Martin Ganco & Cameron D. Miller & Puay Khoon Toh, 2020. "From litigation to innovation: Firms' ability to litigate and technological diversification through human capital," Strategic Management Journal, Wiley Blackwell, vol. 41(13), pages 2436-2473, December.
    11. Mohammed W.A. Saleh & Marwan Mansour, 2024. "Is audit committee busyness associated with earnings management? The moderating role of foreign ownership," Accounting Research Journal, Emerald Group Publishing Limited, vol. 37(1), pages 80-97, February.
    12. Ning Jia, 2017. "Corporate Innovation Strategy, Analyst Forecasting Activities and the Economic Consequences," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(5-6), pages 812-853, May.
    13. Richard F. J. Haans & Constant Pieters & Zi-Lin He, 2016. "Thinking about U: Theorizing and testing U- and inverted U-shaped relationships in strategy research," Strategic Management Journal, Wiley Blackwell, vol. 37(7), pages 1177-1195, July.
    14. Lampert, Curba Morris & Kim, Minyoung, 2019. "Going far to go further: Offshoring, exploration, and R&D performance," Journal of Business Research, Elsevier, vol. 103(C), pages 376-386.
    15. Masucci, Monica & Brusoni, Stefano & Cennamo, Carmelo, 2020. "Removing bottlenecks in business ecosystems: The strategic role of outbound open innovation," Research Policy, Elsevier, vol. 49(1).
    16. 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.
    17. Simon U. Lee & Jina Kang, 2015. "Technological Diversification Through Corporate Venture Capital Investments: Creating Various Options to Strengthen Dynamic Capabilities," Industry and Innovation, Taylor & Francis Journals, vol. 22(5), pages 349-374, July.
    18. Renee B. Adams & Benjamin E. Hermalin & Michael S. Weisbach, 2010. "The Role of Boards of Directors in Corporate Governance: A Conceptual Framework and Survey," Journal of Economic Literature, American Economic Association, vol. 48(1), pages 58-107, March.
    19. Anup Agrawal & Charles R. Knoeber, "undated". "Firm Performance and Mechanisms to Control Agency Problems between Managers and Shareholders (Revision of 29-94)," Rodney L. White Center for Financial Research Working Papers 8-96, Wharton School Rodney L. White Center for Financial Research.
    20. Francesco Paolo Appio & Luigi de Luca & Robert Morgan & Antonella Martini, 2019. "Patent portfolio diversity and firm profitability: A question of specialization or diversification?," Post-Print halshs-02292360, HAL.
    21. Miroshnychenko, Ivan & Strobl, Andreas & Matzler, Kurt & De Massis, Alfredo, 2021. "Absorptive capacity, strategic flexibility, and business model innovation: Empirical evidence from Italian SMEs," Journal of Business Research, Elsevier, vol. 130(C), pages 670-682.
    22. Douglas J. Miller, 2004. "Firms' technological resources and the performance effects of diversification: a longitudinal study," Strategic Management Journal, Wiley Blackwell, vol. 25(11), pages 1097-1119, November.
    23. Lettl, Christopher & Rost, Katja & von Wartburg, Iwan, 2009. "Why are some independent inventors 'heroes' and others 'hobbyists'? The moderating role of technological diversity and specialization," Research Policy, Elsevier, vol. 38(2), pages 243-254, March.
    24. Anup Agrawal & Charles R. Knoeber, "undated". "Firm Performance and Mechanisms to Control Agency Problems between Managers and Shareholders (Revision of 29-94)," Rodney L. White Center for Financial Research Working Papers 08-96, Wharton School Rodney L. White Center for Financial Research.
    25. Agrawal, Anup & Knoeber, Charles R., 1996. "Firm Performance and Mechanisms to Control Agency Problems between Managers and Shareholders," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(3), pages 377-397, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhou, Jiaxin & Liang, Yaojia & Sun, Zhendong & Zhang, Qianqian, 2025. "Synergistic integration in the digital economy: The impact and mechanisms of digital M&A on corporate technological diversification," International Review of Financial Analysis, Elsevier, vol. 108(PA).

    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. Sofi Mohd Fikri & Mohamed Hisham Yahya & Taufiq Hassan, 2017. "A Review on Agency Cost of Shariah Governance in Mutual Fund," International Journal of Economics and Financial Issues, Econjournals, vol. 7(1), pages 530-538.
    2. Volonté, Christophe, 2015. "Boards: Independent and committed directors?," International Review of Law and Economics, Elsevier, vol. 41(C), pages 25-37.
    3. Wu, Yihan & Dong, Bin, 2021. "The value of independent directors: Evidence from China," Emerging Markets Review, Elsevier, vol. 49(C).
    4. Bill Francis & Iftekhar Hasan & Qiang Wu, 2015. "Professors in the Boardroom and Their Impact on Corporate Governance and Firm Performance," Financial Management, Financial Management Association International, vol. 44(3), pages 547-581, September.
    5. Jean-Christophe Duhamel & Réda Sefsaf, 2017. "Valeur de la gouvernance d'entreprise et gouvernance des valeurs de l'entreprise. Recherche sur les effets des codes de gouvernance et les stratégies de communication en matière de gouvernance," Working Papers halshs-01633982, HAL.
    6. Masulis, Ronald W. & Zhang, Emma Jincheng, 2019. "How valuable are independent directors? Evidence from external distractions," Journal of Financial Economics, Elsevier, vol. 132(3), pages 226-256.
    7. HaiYan Yang & Daifei (Troy) Yao & Xin Qu, 2022. "How does independent directors’ reputation influence pay‐for‐performance? Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(1), pages 959-1007, March.
    8. A. A. Drakos & F. V. Bekiris, 2010. "Endogeneity and the relationship between board structure and firm performance: a simultaneous equation analysis for the Athens Stock Exchange," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 387-401.
    9. Sheikh, Shahbaz, 2018. "The impact of market competition on the relation between CEO power and firm innovation," Journal of Multinational Financial Management, Elsevier, vol. 44(C), pages 36-50.
    10. Randall S. Kroszner & Philip E. Strahan, 1999. "Bankers on Boards: Monitoring, Conflicts of Interest, and Lender Liability," NBER Working Papers 7319, National Bureau of Economic Research, Inc.
    11. Oxelheim, Lars & Randoy, Trond, 2003. "The impact of foreign board membership on firm value," Journal of Banking & Finance, Elsevier, vol. 27(12), pages 2369-2392, December.
    12. Panagiotis Staikouras & Christos Staikouras & Maria-Eleni Agoraki, 2007. "The effect of board size and composition on European bank performance," European Journal of Law and Economics, Springer, vol. 23(1), pages 1-27, February.
    13. Arunima Haldar & S. V. D. Nageswara Rao & Kirankumar S. Momaya, 2016. "Can Flexibility in Corporate Governance Enhance International Competitiveness? Evidence from Knowledge-Based Industries in India," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 17(4), pages 389-402, December.
    14. Saito, Jun, 2016. "Boards of directors and bank performance in United Arab Emirates," IDE Discussion Papers 583, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    15. Maug, Ernst, 1997. "Boards of directors and capital structure: Alternative forms of corporate restructuring," Journal of Corporate Finance, Elsevier, vol. 3(2), pages 113-139, April.
    16. Callahan, William T. & Millar, James A. & Schulman, Craig, 2003. "An analysis of the effect of management participation in director selection on the long-term performance of the firm," Journal of Corporate Finance, Elsevier, vol. 9(2), pages 169-181, March.
    17. Phillip C. James, 2020. "Understanding the Impact of Board Structure on Firm Performance: AComprehensive Literature Review," International Journal of Business and Social Research, LAR Center Press, vol. 10(1), pages 1-12, January.
    18. Corina Burunciuc & Halit Gonenc, 2020. "Reforms Protecting Minority Shareholders and Firm Performance: International Evidence," JRFM, MDPI, vol. 14(1), pages 1-24, December.
    19. Chander Shekhar & Geof Stapledon, 2007. "Governance Structures of Initial Public Offerings in Australia," Corporate Governance: An International Review, Wiley Blackwell, vol. 15(6), pages 1177-1189, November.
    20. Akshita Arora & Chandan Sharma, 2015. "Impact of Firm Performance on Board Characteristics: Empirical Evidence from India," IIM Kozhikode Society & Management Review, , vol. 4(1), pages 53-70, January.

    More about this item

    Statistics

    Access and download statistics

    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:wly:mgtdec:v:46:y:2025:i:5:p:2726-2745. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/7976 .

    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.