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Usage Continuance in Software-as-a-Service

Author

Listed:
  • Baumann, Elias
  • Kern, Jana
  • Lessmann, Stefan

Abstract

Software-as-a-service applications are experiencing immense growth as their comparatively low cost makes them an important alternative to traditional software. Following the initial adoption phase, vendors are now concerned with the continued usage of their software. To analyze the influence of different measures to improve continued usage over time, a longitudinal study design using data from a SaaS vendor was implemented. By employing a linear mixed model, the study finds several measures to have a positive effect on a software’s usage penetration. In addition to these activation measures performed by the SaaS vendor, software as well as client characteristics were likewise examined but did not display significant estimates. In summary the study contributes novel insights into the scarcely researched field of influencing factors on SaaS usage continuance.

Suggested Citation

  • Baumann, Elias & Kern, Jana & Lessmann, Stefan, 2019. "Usage Continuance in Software-as-a-Service," IRTG 1792 Discussion Papers 2019-005, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
  • Handle: RePEc:zbw:irtgdp:2019005
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    References listed on IDEAS

    as
    1. Benlian, Alexander & Koufaris, M. & Hess, Thomas, 2010. "The Role of SaaS Service Quality for Continued SaaS Use: Empirical Insights from SaaS Using Firms," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 58036, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    2. Jacqmin-Gadda, Helene & Sibillot, Solenne & Proust, Cecile & Molina, Jean-Michel & Thiebaut, Rodolphe, 2007. "Robustness of the linear mixed model to misspecified error distribution," Computational Statistics & Data Analysis, Elsevier, vol. 51(10), pages 5142-5154, June.
    3. Benlian, Alexander & Koufaris, M. & Hess, Thomas, 2011. "Service quality in Software-As-A-Service: Developing the SaaS-QUAL measure and examining its role in usage continuance," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 58027, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    4. Bates, Douglas & Mächler, Martin & Bolker, Ben & Walker, Steve, 2015. "Fitting Linear Mixed-Effects Models Using lme4," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 67(i01).
    5. K. Coussement & D. Van Den Poel, 2006. "Churn Prediction in Subscription Services: an Application of Support Vector Machines While Comparing Two Parameter-Selection Techniques," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 06/412, Ghent University, Faculty of Economics and Business Administration.
    6. Ratten, Vanessa, 2016. "Continuance use intention of cloud computing: Innovativeness and creativity perspectives," Journal of Business Research, Elsevier, vol. 69(5), pages 1737-1740.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Linear Mixed Models Software-as-a-Service Usage Continuance;

    JEL classification:

    • C00 - Mathematical and Quantitative Methods - - General - - - General

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