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Effects of International E-Commerce Firms’ Depth versus Breadth of Control on Foreign Sales Performance and the Role of Market Size and Growth as Context Factors

Author

Listed:
  • Marius Mueller

    (Trier University)

  • Bernhard Swoboda

    (Trier University)

Abstract

E-commerce firms (ECFs) are known to internationalize digitally but may also opt for high international control in terms of depth (i.e., by choosing fully controlled operation modes to enable local offers and management) or breadth (i.e., through a subsidiary network to scale their business model and supply chain). Surprisingly, little is known about the role of ECFs’ international control decisions in foreign performance or how these decisions are affected by dynamic e-commerce market contexts. To address these gaps, the authors explore the effects of ECFs’ depth and breadth of control on foreign sales performance and the role of local e-commerce market size and growth as context factors. They refer to unique secondary data on 1,144 control decisions by 184 leading ECFs over time and apply multilevel modeling. The results show that ECFs generally improve foreign sales performance by choosing both higher depth and breadth of international control. However, these firms face trade-offs because both decisions affect performance differently and market growth moderates the effects positively and negatively. This allows direct implications for firms expanding digitally abroad but possibly struggling with sales performance.

Suggested Citation

  • Marius Mueller & Bernhard Swoboda, 2025. "Effects of International E-Commerce Firms’ Depth versus Breadth of Control on Foreign Sales Performance and the Role of Market Size and Growth as Context Factors," Management International Review, Springer, vol. 65(2), pages 275-304, April.
    • Handle: RePEc:spr:manint:v:65:y:2025:i:2:d:10.1007_s11575-025-00570-y
    DOI: 10.1007/s11575-025-00570-y
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    References listed on IDEAS

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    1. Oh, Chang Hoon & Sohl, Timo & Rugman, Alan M., 2015. "Regional and product diversification and the performance of retail multinationals," Journal of International Management, Elsevier, vol. 21(3), pages 220-234.
    2. Miller, Stewart R. & Lavie, Dovev & Delios, Andrew, 2016. "International intensity, diversity, and distance: Unpacking the internationalization–performance relationship," International Business Review, Elsevier, vol. 25(4), pages 907-920.
    3. Ryan W. Tang & Siegfried P. Gudergan, 2018. "A Meta-analysis of the International Experience–Ownership Strategy Relationship: A Dynamic Capabilities View," Management International Review, Springer, vol. 58(4), pages 541-570, August.
    4. Jan Johanson & Jan-Erik Vahlne, 2009. "The Uppsala internationalization process model revisited: From liability of foreignness to liability of outsidership," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(9), pages 1411-1431, December.
    5. Jonas Eduardsen & Svetla Marinova & Leonidas C. Leonidou & Paul Christodoulides, 2023. "Organizational Influences and Performance Impact of Cross-Border E-Commerce Barriers: The Moderating Role of Home Country Digital Infrastructure and Foreign Market Internet Penetration," Management International Review, Springer, vol. 63(3), pages 433-467, June.
    6. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    7. Mithani, Murad A., 2023. "Scaling digital and non-digital business models in foreign markets: The case of financial advice industry in the United States," Journal of World Business, Elsevier, vol. 58(4).
    8. Putzhammer, Moritz & Puck, Jonas & Lindner, Thomas, 2020. "Changes in foreign operation modes: A review and research agenda," International Business Review, Elsevier, vol. 29(1).
    9. Klaus E. Meyer & Jiatao Li & Keith D. Brouthers & Ruey-Jer ‘‘Bryan’’ Jean, 2023. "International business in the digital age: Global strategies in a world of national institutions," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 54(4), pages 577-598, June.
    10. Fleury, Afonso & Fleury, Maria Tereza Leme & Oliveira, Luis & Leao, Pablo, 2024. "Going digital EMNEs: The role of digital maturity capability," International Business Review, Elsevier, vol. 33(4).
    11. Hongryol Cha & Masaaki Kotabe & Jie Wu, 2023. "Reshaping Internationalization Strategy and Control for Global E-Commerce and Digital Transactions: A Hayekian Perspective," Management International Review, Springer, vol. 63(1), pages 161-192, February.
    12. Hernández, Virginia & Nieto, María Jesús, 2015. "The effect of the magnitude and direction of institutional distance on the choice of international entry modes," Journal of World Business, Elsevier, vol. 50(1), pages 122-132.
    13. Claudio Giachetti & Giancarlo Manzi & Cinzia Colapinto, 2019. "Entry Mode Degree of Control, Firm Performance and Host Country Institutional Development: A Meta-Analysis," Management International Review, Springer, vol. 59(1), pages 3-39, February.
    14. Ipsmiller, Edith & Dikova, Desislava & Brouthers, Keith D., 2022. "Digital Internationalization of Traditional Firms: Virtual Presence and Entrepreneurial Orientation," Journal of International Management, Elsevier, vol. 28(4).
    15. Wang, Qianwen & Liu, Xu & Hu, Miao & Huo, Baofeng, 2024. "A reductionistic or holistic approach? The impacts of fit patterns of supplier and customer integration on company and supply chain performance," International Journal of Production Economics, Elsevier, vol. 273(C).
    16. Li, Peng-Yu & Meyer, Klaus E., 2009. "Contextualizing experience effects in international business: A study of ownership strategies," Journal of World Business, Elsevier, vol. 44(4), pages 370-382, October.
    17. Tolstoy, Daniel & Nordman, Emilia Rovira & Vu, Uyen, 2022. "The indirect effect of online marketing capabilities on the international performance of e-commerce SMEs," International Business Review, Elsevier, vol. 31(3).
    18. Tolstoy, Daniel & Nordman, Emilia Rovira & Hånell, Sara Melén & Özbek, Nurgül, 2021. "The development of international e-commerce in retail SMEs: An effectuation perspective," Journal of World Business, Elsevier, vol. 56(3).
    19. Surana, Ankit & Chavan, Meena & Kumar, Vikas & Chirico, Francesco, 2024. "The internationalization process: A contextual analysis of Indian ibusiness firms," International Business Review, Elsevier, vol. 33(4).
    20. Keith D. Brouthers & Liang Chen & Sali Li & Noman Shaheer, 2022. "Charting new courses to enter foreign markets: Conceptualization, theoretical framework, and research directions on non-traditional entry modes," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(9), pages 2088-2115, December.
    21. Batsakis, Georgios & Theoharakis, Vasilis & Li, Chengguang & Konara, Palitha, 2023. "Internationalization and digitalization: Their differing role on grocer and non-grocer retailer performance," Journal of Retailing, Elsevier, vol. 99(3), pages 400-419.
    22. Mohr, Alex & Batsakis, Georgios, 2018. "Firm resources, cultural distance and simultaneous international expansion in the retail sector," International Business Review, Elsevier, vol. 27(1), pages 113-124.
    23. Michele Lalla, 2017. "Fundamental characteristics and statistical analysis of ordinal variables: a review," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(1), pages 435-458, January.
    24. Morschett, Dirk & Schramm-Klein, Hanna & Swoboda, Bernhard, 2010. "Decades of research on market entry modes: What do we really know about external antecedents of entry mode choice?," Journal of International Management, Elsevier, vol. 16(1), pages 60-77, March.
    25. Sinéad Monaghan & Esther Tippmann & Nicole Coviello, 2020. "Born digitals: Thoughts on their internationalization and a research agenda," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(1), pages 11-22, February.
    26. Bhandari, Krishna Raj & Zámborský, Peter & Ranta, Mikko & Salo, Jari, 2023. "Digitalization, internationalization, and firm performance: A resource-orchestration perspective on new OLI advantages," International Business Review, Elsevier, vol. 32(4).
    27. Chenxi Wan & Carlos M. P. Sousa & Jorge Lengler & Qun Tan, 2023. "Entry Mode Choice: A Meta-Analysis of Antecedents and Outcomes," Management International Review, Springer, vol. 63(2), pages 193-246, April.
    28. Yuying Shi & Jeremy M. Lim & Barton A. Weitz & Stephen L. France, 2018. "The impact of retail format diversification on retailers’ financial performance," Journal of the Academy of Marketing Science, Springer, vol. 46(1), pages 147-167, January.
    29. Douglas Cumming & Sofia Johan & Zaheer Khan & Martin Meyer, 2023. "E-Commerce Policy and International Business," Management International Review, Springer, vol. 63(1), pages 3-25, February.
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