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Investigating the Market Success of Software-as-a-Service Providers: the Multivariate Latent Growth Curve Model Approach

Author

Listed:
  • Sun-Pyo Lee

    (Hoseo Graduate School of Management of Technology)

  • Kyungji Kim

    (Seoul National University)

  • Sungbum Park

    (Hoseo Graduate School of Management of Technology)

Abstract

Software-as-a-Service (SaaS) Cloud computing as the next stage of internet evolution provides all the computing resources as services over the Internet. In the SaaS cloud computing research area, there are many studies from the user’s point of view, but there is relatively little research on the supplier’s success strategy. The purpose of this study is to empirically analyze the factors that determine the market competitiveness necessary for SaaS cloud computing providers to survive in the mid to long term. We presented application dimension and technology maturity as SaaS idiosyncratic factors and show how these factors influence the business performance of SaaS providers through a differentiation strategy and low-cost strategy. Using a multivariate latent growth curve model, this study analyzed 199 strategic business units of SaaS cloud computing providers in Korea for three years. Our results find that SaaS cloud computing idiosyncratic factors did not significantly enhance the software providers’ business performance in the early stage. However, they significantly affected the growth rate of their customer base and financial performance as the SaaS technology became mature over time. In addition, this study identifies a set of business, strategic, and technical considerations to guide the practitioners’ decision-making process for selecting an appropriate SaaS cloud computing model.

Suggested Citation

  • Sun-Pyo Lee & Kyungji Kim & Sungbum Park, 2023. "Investigating the Market Success of Software-as-a-Service Providers: the Multivariate Latent Growth Curve Model Approach," Information Systems Frontiers, Springer, vol. 25(2), pages 639-658, April.
    • Handle: RePEc:spr:infosf:v:25:y:2023:i:2:d:10.1007_s10796-021-10188-8
    DOI: 10.1007/s10796-021-10188-8
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    1. Stine Labes & Nicolai Hanner & Ruediger Zarnekow, 2017. "Successful Business Model Types of Cloud Providers," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 59(4), pages 223-233, August.
    2. Gebauer, Judith & Shaw, Michael J. & Subramanyam, Ramanath, 2007. "Once Built Well, They Might Come: An Empirical Study of Mobile E-Mail," Working Papers 07-0117, University of Illinois at Urbana-Champaign, College of Business.
    3. Muthen, Bengt, 1983. "Latent variable structural equation modeling with categorical data," Journal of Econometrics, Elsevier, vol. 22(1-2), pages 43-65.
    4. Arun Sundararajan, 2004. "Nonlinear Pricing of Information Goods," Management Science, INFORMS, vol. 50(12), pages 1660-1673, December.
    5. Dan Ma & Abraham Seidmann, 2015. "Analyzing Software as a Service with Per-Transaction Charges," Information Systems Research, INFORMS, vol. 26(2), pages 360-378, June.
    6. Robert G Cooper & Elko J Kleinschmidt, 1985. "The Impact of Export Strategy on Export Sales Performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 16(1), pages 37-55, March.
    7. Marie-Hhllne Delmond & Fabien Coelho & Alain Keravel & Robert Mahl, 2016. "How Information Systems Enable Digital Transformation: A Focus on Business Models and Value CooProduction," Working Papers hal-01985391, HAL.
    8. Brian L. Dos Santos & Ken Peffers & David C. Mauer, 1993. "The Impact of Information Technology Investment Announcements on the Market Value of the Firm," Information Systems Research, INFORMS, vol. 4(1), pages 1-23, March.
    9. Oliveira, Tiago & Martins, Ricardo & Sarker, Saonee & Thomas, Manoj & Popovič, Aleš, 2019. "Understanding SaaS adoption: The moderating impact of the environment context," International Journal of Information Management, Elsevier, vol. 49(C), pages 1-12.
    10. John Hagedoorn, 1993. "Understanding the rationale of strategic technology partnering: Interorganizational modes of cooperation and sectoral differences," Strategic Management Journal, Wiley Blackwell, vol. 14(5), pages 371-385, July.
    11. Bandula Jayatilaka & Andrew Schwarz & Rudy Hirschheim, 2003. "Determinants of ASP choice: an integrated perspective," European Journal of Information Systems, Taylor & Francis Journals, vol. 12(3), pages 210-224, September.
    12. Perera, S. & Harrison, G. & Poole, M., 1997. "Customer-focused manufacturing strategy and the use of operations-based non-financial performance measures: A research note," Accounting, Organizations and Society, Elsevier, vol. 22(6), pages 557-572, August.
    13. Wu, Wei-Wen & Lan, Lawrence W. & Lee, Yu-Ting, 2011. "Exploring decisive factors affecting an organization's SaaS adoption: A case study," International Journal of Information Management, Elsevier, vol. 31(6), pages 556-563.
    14. Chris Bennett & Greg T Timbrell, 2000. "Application Service Providers: Will They Succeed?," Information Systems Frontiers, Springer, vol. 2(2), pages 195-211, August.
    15. William H. DeLone & Ephraim R. McLean, 1992. "Information Systems Success: The Quest for the Dependent Variable," Information Systems Research, INFORMS, vol. 3(1), pages 60-95, March.
    16. Zahra, Shaker A. & Bogner, William C., 2000. "Technology strategy and software new ventures' performance: Exploring the moderating effect of the competitive environment," Journal of Business Venturing, Elsevier, vol. 15(2), pages 135-173, March.
    17. William Meredith & John Tisak, 1990. "Latent curve analysis," Psychometrika, Springer;The Psychometric Society, vol. 55(1), pages 107-122, March.
    18. W L Currie & P Seltsikas, 2001. "Exploring the supply-side of IT outsourcing: evaluating the emerging role of application service providers," European Journal of Information Systems, Taylor & Francis Journals, vol. 10(3), pages 123-134, December.
    19. Delmond, Marie-Hélène & Keravel, Alain & Coelho, Fabien & Mahl, Robert, 2016. "How Information Systems Enable Digital Transformation: A Focus on Business Models and Value Co‐Production," HEC Research Papers Series 1161, HEC Paris.
    20. Dovev Lavie, 2007. "Alliance portfolios and firm performance: A study of value creation and appropriation in the U.S. software industry," Strategic Management Journal, Wiley Blackwell, vol. 28(12), pages 1187-1212, December.
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