IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0301789.html
   My bibliography  Save this article

Antecedent configuration pathways for manufacturing-enterprise digital servitization: Based on a technology-organization-environment theoretical framework

Author

Listed:
  • Xu Zhang
  • Huijuan Zhao
  • Weijie Zhou

Abstract

The expeditious advancement and elevation of the manufacturing industry’s transformation and upgrading represent pivotal strides for China in its ascent toward the upper echelons of the global manufacturing value chain. Currently, China’s manufacturing-industry transformation faces the dual-lag quandary of digitalization and servitization. The notion of digital servitization elucidates the interdependent relationship between digitalization and servitization, unveiling the mechanisms underlying the formation of digital servitization. This holds significant implications for advancing the comprehension of digitalization and servitization and, crucially, facilitates the acceleration of China’s manufacturing sector transitioning from production-centric to service-centric paradigms. Harnessing the technology-organization-environment (TOE) theoretical framework, we constructed a model elucidating the driving factors underpinning manufacturing digital servitization. By employing the fuzzy-set qualitative comparative analysis (fsQCA), we explored strategic decisions and path dependencies in the transformation of manufacturing digital servitization, offering valuable insights to foster China’s manufacturing sector in its digital-servitization journey. The following findings were obtained. (1) A singular condition was insufficient as a prerequisite for manufacturing digital servitization and necessitated the coordinated alignment of multiple variables. (2) Three pathways existed for achieving manufacturing digital servitization: TOE, organization-environment collaborative-oriented, and technology-organization collaborative-oriented. (3) The progression of manufacturing digital servitization resulted from the collective impact of numerous factors, exhibiting a characteristic of different paths leading to the same destination. Various manufacturing enterprises pursued distinct trajectories to achieve digital servitization, contingent upon their unique circumstances. These findings have the potential to provide valuable insights for effectively fostering manufacturing digital servitization.

Suggested Citation

  • Xu Zhang & Huijuan Zhao & Weijie Zhou, 2024. "Antecedent configuration pathways for manufacturing-enterprise digital servitization: Based on a technology-organization-environment theoretical framework," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-17, May.
    • Handle: RePEc:plo:pone00:0301789
    DOI: 10.1371/journal.pone.0301789
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0301789
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0301789&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0301789?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. Kolagar, Milad & Parida, Vinit & Sjödin, David, 2022. "Ecosystem transformation for digital servitization: A systematic review, integrative framework, and future research agenda," Journal of Business Research, Elsevier, vol. 146(C), pages 176-200.
    2. Foucart, Renaud & Li, Qian Cher, 2021. "The role of technology standards in product innovation: Theory and evidence from UK manufacturing firms," Research Policy, Elsevier, vol. 50(2).
    3. Zhou, Dan & Yan, Tingting & Zhao, Lilong & Guo, Jingjing, 2020. "Performance implications of servitization: Does a Manufacturer's service supply network matter?," International Journal of Production Economics, Elsevier, vol. 219(C), pages 31-42.
    4. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    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. Croce, M.M. & Nguyen, Thien T. & Raymond, S. & Schmid, L., 2019. "Government debt and the returns to innovation," Journal of Financial Economics, Elsevier, vol. 132(3), pages 205-225.
    2. Jiang, Pengcheng & Jiang, Hongli & Wu, Jiahui, 2022. "Is inhibition of financialization the sub-effect of the green credit policy? Evidence from China," Finance Research Letters, Elsevier, vol. 47(PB).
    3. Yuegang Song & Songlin Jin & Zhenhui Li, 2022. "Venture Capital and Chinese Firms’ Technological Innovation Capability: Effective Evaluation and Mechanism Verification," Sustainability, MDPI, vol. 14(16), pages 1-20, August.
    4. Deshuai Hou & Luhan Shi & Hong He & Jian Xiong, 2023. "Research on the Deviation of Corporate Green Behaviour under Economic Policy Uncertainty Based on the Perspective of Green Technology Innovation in Chinese Listed Companies," Sustainability, MDPI, vol. 15(9), pages 1-27, May.
    5. Giovanni Calice & Levent Kutlu & Ming Zeng, 2021. "Understanding US firm efficiency and its asset pricing implications," Empirical Economics, Springer, vol. 60(2), pages 803-827, February.
    6. Yuan, Li & Rao, Siqi & Yang, Shenggang & Dai, Pengyi, 2023. "Does equity market openness increase productivity? the dual effects of Shanghai-Hong Kong stock Connect program in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
    7. Cao, Chunfang & Li, Xiaoyang & Xia, Changyuan, 2021. "The complicit role of local government authorities in corporate bribery: Evidence from a tax collection reform in China," China Economic Review, Elsevier, vol. 65(C).
    8. Qi‐an Chen & Shuxiang Tang & Yuan Xu, 2022. "Do government subsidies and financing constraints play a dominant role in the effect of state ownership on corporate innovation? Evidence from China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 3698-3714, December.
    9. Robin Döttling & Tomislav Ladika & Enrico Perotti, 2016. "The (Self-)Funding of Intangibles," Tinbergen Institute Discussion Papers 16-093/IV, Tinbergen Institute.
    10. Alderson, Michael J. & Betker, Brian L. & Halford, Joseph T., 2021. "Fictitious dividend cuts in the CRSP data," Journal of Corporate Finance, Elsevier, vol. 71(C).
    11. Long Xue & Qianyu Zhang & Xuemang Zhang & Chengyu Li, 2022. "Can Digital Transformation Promote Green Technology Innovation?," Sustainability, MDPI, vol. 14(12), pages 1-20, June.
    12. Ming Yuan & Jingya Dang & Yujie Hong & Di Gao & Ziyi Xu, 2024. "The Impact of Supply Chain Network Centrality on Sustainable Mergers and Acquisitions: Evidence from China," Sustainability, MDPI, vol. 16(19), pages 1-24, September.
    13. Guo, Shu & Zhang, ZhongXiang, 2023. "Green credit policy and total factor productivity: Evidence from Chinese listed companies," Energy Economics, Elsevier, vol. 128(C).
    14. Falavigna, Greta & Ippoliti, Roberto, 2023. "SMEs’ behavior under financial constraints: An empirical investigation on the legal environment and the substitution effect with tax arrears," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
    15. Zhang, Wei, 2015. "R&D investment and distress risk," Journal of Empirical Finance, Elsevier, vol. 32(C), pages 94-114.
    16. Pinkowitz, Lee & Stulz, Rene M. & Williamson, Rohan, 2012. "Multinationals and the High Cash Holdings Puzzle," Working Paper Series 2012-10, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    17. Gao, Jie & Li, Zhizhuo & Nguyen, Thithuha & Zhang, Wentao, 2025. "Digital transformation and enterprise employment," International Review of Economics & Finance, Elsevier, vol. 99(C).
    18. Lin, Boqiang & Xu, Chongchong, 2024. "The effects of industrial robots on firm energy intensity: From the perspective of technological innovation and electrification," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    19. Ruixin Su & Tong Zheng & Yuzhao Zhong & Weizhou Zhong, 2023. "Role of Digital Inclusive Finance for High-Quality Business Development: A Study of China’s “Five Development Concept” Policy," Sustainability, MDPI, vol. 15(15), pages 1-21, August.
    20. Feng, Jingyu & Yuan, Ying, 2024. "Green investors and corporate ESG performance: Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).

    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:plo:pone00:0301789. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.