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Exploring the Influencing Factors of Digital Transformation: Empirical Results From SMEs in China

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  • Qigan Shao
  • Changchang Jiang
  • James J. H. Liou
  • Peiyao Su
  • Ying Yuan
  • Zhu Dan

Abstract

Digital transformation has become a crucial strategic initiative to advance high‐quality development among small‐ and medium‐sized enterprises (SMEs) in developing countries. However, existing research lacks a comprehensive analysis of the complex causal mechanisms underlying successful digital transformation in SMEs. This study aims to uncover the drivers of digital transformation in SMEs and identify effective pathways for their digital adoption. Utilizing the push–pull–mooring (PPM) theory, this research applies necessary condition analysis (NCA) and fuzzy set qualitative comparative analysis (fsQCA) on a sample of SMEs to investigate the influencing factors and pathway choices for digital transformation in China. The findings indicate that digital infrastructure, technological innovation capability, digital talent, and market competitive pressure are essential conditions for advancing digital transformation in SMEs. Two primary pathways to elevate digital transformation levels in SMEs are identified: the “Fully Element‐Driven Type” and the “Push–Mooring Effects‐Oriented Type.” Comparative analysis of different pathways reveals substitution effects among certain drivers of digital transformation. This study contributes to understanding the complex causal interplay of factors influencing digital transformation in SMEs, providing actionable insights and pathway guidance for enterprises seeking to implement digital transformation.

Suggested Citation

  • Qigan Shao & Changchang Jiang & James J. H. Liou & Peiyao Su & Ying Yuan & Zhu Dan, 2025. "Exploring the Influencing Factors of Digital Transformation: Empirical Results From SMEs in China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(4), pages 2364-2380, June.
    • Handle: RePEc:wly:mgtdec:v:46:y:2025:i:4:p:2364-2380
    DOI: 10.1002/mde.4463
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    References listed on IDEAS

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    1. Dong Wang & Shengli Chen, 2022. "RETRACTED: Digital Transformation and Enterprise Resilience: Evidence from China," Sustainability, MDPI, vol. 14(21), pages 1-23, October.
    2. Chen, Liuyan & Wu, Pengkun & Dou, Yudan & Wu, Yuanyuan, 2023. "Investigating senders’ switching intention to smart lockers: An extension of push-pull-mooring model," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    3. liu, Zhizhong & Ju, Bin, 2023. "Network infrastructure construction and heterogeneous enterprise innovation quasi-natural experiment based on “Broadband China”," Information Economics and Policy, Elsevier, vol. 65(C).
    4. Meier, Andrea & Eller, Robert & Peters, Mike, 2025. "Creating competitiveness in incumbent small- and medium-sized enterprises: A revised perspective on digital transformation," Journal of Business Research, Elsevier, vol. 186(C).
    5. Dul, Jan, 2016. "Identifying single necessary conditions with NCA and fsQCA," Journal of Business Research, Elsevier, vol. 69(4), pages 1516-1523.
    6. Chenxi Wang & Deli Wang & Xincai Deng & Shun Wang, 2023. "Research on the Impact of Enterprise Digital Transformation on Internal Control," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
    7. Jiayue Liu & Jing Xie, 2020. "Environmental Regulation, Technological Innovation, and Export Competitiveness: An Empirical Study Based on China’s Manufacturing Industry," IJERPH, MDPI, vol. 17(4), pages 1-19, February.
    8. Shi Yin & Yuanyuan Yu & Nan Zhang, 2024. "The Effect of Digital Green Strategic Orientation On Digital Green Innovation Performance: From the Perspective of Digital Green Business Model Innovation," SAGE Open, , vol. 14(2), pages 21582440241, June.
    9. Guangxin Chen & Qing Nie & Hui Zhao, 2023. "The Influence Factors of Organizational Resilience from a CSR Perspective and Their Impact on Business Growth," Sustainability, MDPI, vol. 15(22), pages 1-27, November.
    10. Daniela Roxana Vuță & Eliza Nichifor & Ioana Bianca Chițu & Gabriel Brătucu, 2022. "Digital Transformation—Top Priority in Difficult Times: The Case Study of Romanian Micro-Enterprises and SMEs," Sustainability, MDPI, vol. 14(17), pages 1-14, August.
    11. Alshehri, Abdullah, 2025. "When the recipe is more important than the ingredients, understanding factors affecting customer loyalty in unmanned convenience store using fsQCA," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    12. Merín-Rodrigáñez, Joan & Dasí, Àngels & Alegre, Joaquín, 2024. "Digital transformation and firm performance in innovative SMEs: The mediating role of business model innovation," Technovation, Elsevier, vol. 134(C).
    13. Chen, Hansong & Tian, Zhen, 2022. "Environmental uncertainty, resource orchestration and digital transformation: A fuzzy-set QCA approach," Journal of Business Research, Elsevier, vol. 139(C), pages 184-193.
    14. Qi Song & Xiaohong Chen & Hao Gu, 2023. "How Technological, Organizational, and Environmental Factors Drive Enterprise Digital Innovation: Analysis Based on the Dynamic FsQCA Approach," Sustainability, MDPI, vol. 15(16), pages 1-22, August.
    15. Chun-Liang Chen & Yao-Chin Lin & Wei-Hung Chen & Cheng-Fu Chao & Henry Pandia, 2021. "Role of Government to Enhance Digital Transformation in Small Service Business," Sustainability, MDPI, vol. 13(3), pages 1-24, January.
    16. Viet Anh Ta & Chieh-Yu Lin, 2023. "Exploring the Determinants of Digital Transformation Adoption for SMEs in an Emerging Economy," Sustainability, MDPI, vol. 15(9), pages 1-13, April.
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