IDEAS home Printed from https://ideas.repec.org/p/arx/papers/1901.04819.html
   My bibliography  Save this paper

100+ Metrics for Software Startups - A Multi-Vocal Literature Review

Author

Listed:
  • Kai-Kristian Kemell
  • Xiaofeng Wang
  • Anh Nguyen-Duc
  • Jason Grendus
  • Tuure Tuunanen
  • Pekka Abrahamsson

Abstract

Metrics can be used by businesses to make more objective decisions based on data. Software startups in particular are characterized by the uncertain or even chaotic nature of the contexts in which they operate. Using data in the form of metrics can help software startups to make the right decisions amidst uncertainty and limited resources. However, whereas conventional business metrics and software metrics have been studied in the past, metrics in the spe-cific context of software startup are not widely covered within academic literature. To promote research in this area and to create a starting point for it, we have conducted a multi-vocal literature review focusing on practitioner literature in order to compile a list of metrics used by software startups. Said list is intended to serve as a basis for further research in the area, as the metrics in it are based on suggestions made by practitioners and not empirically verified.

Suggested Citation

  • Kai-Kristian Kemell & Xiaofeng Wang & Anh Nguyen-Duc & Jason Grendus & Tuure Tuunanen & Pekka Abrahamsson, 2019. "100+ Metrics for Software Startups - A Multi-Vocal Literature Review," Papers 1901.04819, arXiv.org.
  • Handle: RePEc:arx:papers:1901.04819
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/1901.04819
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Almus, Matthias & Nerlinger, Eric A, 1999. "Growth of New Technology-Based Firms: Which Factors Matter?," Small Business Economics, Springer, vol. 13(2), pages 141-154, September.
    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. Febi Jensen & Hans Lööf & Andreas Stephan, 2020. "New ventures in Cleantech: Opportunities, capabilities and innovation outcomes," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 902-917, March.
    2. Blessing Atwine & Ibrahim Mike Okumu & John Bosco Nnyanzi, 2023. "What drives the dynamics of employment growth in firms? Evidence from East Africa," Journal of Innovation and Entrepreneurship, Springer, vol. 12(1), pages 1-25, December.
    3. Enrico Santarelli & Hien Tran, 2013. "The interplay of human and social capital in shaping entrepreneurial performance: the case of Vietnam," Small Business Economics, Springer, vol. 40(2), pages 435-458, February.
    4. Desislava Ivanova Yordanova, 2011. "Growth Plans of Bulgarian Enterprises: An Empirical Investigation of Individual, Organizational and Environmental Influences," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 1(1), pages 1-30.
    5. Luca Ferrucci & Antonio Picciotti, 2017. "From economic dualism to local variety: The development of service industries in Italian regions," Local Economy, London South Bank University, vol. 32(1), pages 14-33, February.
    6. Kantis, Hugo & Federico, Juan & Trajtenberg, Luis A., 2012. "Latin American Middle-Class Entrepreneurs and their Firms: A Regional View and International Comparison," IDB Publications (Working Papers) 4041, Inter-American Development Bank.
    7. Elisa Ughetto, 2016. "Growth of born globals: the role of the entrepreneur’s personal factors and venture capital," International Entrepreneurship and Management Journal, Springer, vol. 12(3), pages 839-857, September.
    8. Christina Öberg, 2019. "The Role Of Innovation Metrics In Innovation Systems," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 24(03), pages 1-15, April.
    9. Guillermo Andrés ZAPATA HUAMANÍ & Sara FERNÁNDEZ LÓPEZ & Isabel NEIRA GÓMEZ & Lucía REY ARES, 2017. "THE ROLE OF THE ENTREPRENEUR IN NEW TECHNOLOGY-BASED FIRMS (NTBFs): AN ANALYSIS ACCORDING TO CONTEXT DEVELOPMENT," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 17(2), pages 25-42.
    10. Dirk Czarnitzki & Julie Delanote, 2015. "R&D policies for young SMEs: input and output effects," Small Business Economics, Springer, vol. 45(3), pages 465-485, October.
    11. Scandura, Alessandra & Bolzani, Daniela, 2020. "The Role of Collaboration Networks for Innovation in Immigrant-Owned New Technology-Based Firms," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 202004, University of Turin.
    12. Dautzenberg, Kirsti & Müller-Seitz, Gordon, 2011. "Technologieorientierte Unternehmensgründungen als Männerdomäne?," Die Unternehmung - Swiss Journal of Business Research and Practice, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 65(3), pages 238-262.
    13. Marchetta, Francesca, 2012. "Return Migration and the Survival of Entrepreneurial Activities in Egypt," World Development, Elsevier, vol. 40(10), pages 1999-2013.
    14. Nadine Levratto & Aziza Garsaa & Luc Tessier, 2013. "La Corse est-elle soluble dans le modèle méditerranéen ? Une analyse à partir d’une régression quantile sur données d’entreprises en panel entre 2004 et 2010. Is the Corsican economy a part of the Med," EconomiX Working Papers 2013-20, University of Paris Nanterre, EconomiX.
    15. Broström, Anders & Baltzopoulos, Apostolos, 2013. "Higher education experiences and new venture performance," Working Paper Series in Economics and Institutions of Innovation 321, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    16. Tobias Kollmann & Andreas Kuckertz & Christoph Stöckmann & Patrick Krell, 2012. "Die Entrepreneurshipforschung in Deutschland, Österreich und der Schweiz. Eine Resonanzanalyse," ZfKE – Zeitschrift für KMU und Entrepreneurship, Duncker & Humblot, Berlin, vol. 60(1), pages 53-76.
    17. Uschi Backes-Gellner & Arndt Werner, 2003. "Entrepreneurial Signaling: Success Factors for Innovative Start-Ups," Working Papers 0055, University of Zurich, Institute for Strategy and Business Economics (ISU), revised Mar 2004.
    18. Nuscheler, Daniela & Engelen, Andreas & Zahra, Shaker A., 2019. "The role of top management teams in transforming technology-based new ventures' product introductions into growth," Journal of Business Venturing, Elsevier, vol. 34(1), pages 122-140.
    19. Dina Cunha & Sandra T. Silva & Aurora A.C. Teixeira, 2013. "Are Academic Spin-Offs necessarily New Technology-Based firms?," FEP Working Papers 482, Universidade do Porto, Faculdade de Economia do Porto.
    20. Daniela Bolzani & Cristina Boari, 2018. "Evaluations of export feasibility by immigrant and non-immigrant entrepreneurs in new technology-based firms," Journal of International Entrepreneurship, Springer, vol. 16(2), pages 176-209, June.

    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:arx:papers:1901.04819. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.