Abstract
Scalability indicates the ability of a process, network, or system to handle a growing amount of work. Scalability fosters economic marginality, especially in intangible-driven businesses where variable costs are typically negligible. Massive volumes may offset low margins, producing economic gains. Digitalization is defined as the concept of “going paperless”, the technical process of transforming analog information or physical products into digital form. Digital scalability operates in a web context, where networked agents interact to generate co-created value. Economic and financial margins that represent a primary parameter for valuation are boosted by cost savings and scalable increases of expected revenues. Digitalized intangibles synergistically interact through networked platforms that reshape traditional supply chains.
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Selected References
Baldi, F., & Trigeorgis, L. (2009, Fall). Assessing the value of growth option synergies from business combinations and testing for goodwill impairment: A real options perspective. The Journal of Applied Corporate Finance, 21(4), 115–124.
Barabàsi, A. (2016). Network science. Cambridge: Cambridge University Press. Available at http://networksciencebook.com/.
Bezes, C. (2009, June - n. 2). E-commerce website evaluation: A critical review (Working Paper Largepa). https://www.researchgate.net/publication/254419157_e-commerce_website_evaluation_a_critical_review.
Butler, B. (2013, February 11). PaaS primer: What is platform as a service and why does it matter? Network World. https://www.networkworld.com/article/2163430/paas-primer–what-is-platform-as-a-service-and-why-does-it-matter-.html.
Caldarelli, G., & Catanzaro, M. (2012). Networks: A very short introduction. Oxford: Oxford University Press.
Ceccagnoli, M., Forman, C., Huang, P., & Wu, D. J. (2012). Co-creation of value in a platform ecosystem: The case of enterprise software. MIS Quarterly, 36(1), 263–290.
Cotropia, C. A. (2009). Describing patents as real options. Journal of Corporation Law, 34.
Costantinides, P., Parker, G., & Henfridsson, O. (2018). Platforms and infrastructures in the digital age. Information Systems Research. Articles in advance pp. 1–20.
Delia, M. (2008). Impact of E-commerce in supply chain management. The Amfiteatru Economic Journal, 10(24), 236–253.
Denicolai, S., Cotta Ramusino, E., & Sotti, F. (2014). The impact of intangibles on firm growth. Technology Analysis & Strategic Management Online Journal, 27(2), 219–236.
de Reuven, M., Sørensen, C., & Basole, R. C. (2018). The digital platform: A research agenda. Journal of Information Technology, 33, 124–135.
Estrada, E., & Knight, P. A. (2015). A first course in network theory. Oxford: Oxford University Press.
Evans, D. S., Hagiu, A., & Schmalensee, R. (2006). Invisible engines: How software platforms drive innovation and transform industries, January https://doi.org/10.7551/mitpress/3959.001.0001.
Fenwick, M., McCahery, J. A. & Vermeulen, E. P. M. (2019, March), The end of ‘corporate’ governance: hello ‘platform’ governance. European Business Organization Law Review, 1, 171–199.
Gander, J. (2015). Designing digital business models. London: Kingston University.
Garcia, D. F., Garcia, R., Entrialgo, J., Garcia, J., & Garcia, M. (2008, August 20–22). Experimental evaluation of horizontal and vertical scalability of cluster-based application servers for transactional workloads. Paper presented at 8th WSEAS International Conference on applied informatics and communications (AIC’08), Rhodes, Greece.
Gartner, M. D. O. T. (2013). Aligning entrepreneurs, venture capitalists and growth opportunities in entrepreneurial financing decisions: A real options approach (Doctoral thesis in Business and Management Studies). Universidade do Porto, Portugal.
Gawer, A. (2014). Bridging differing perspectives on technological platforms: Toward an integrative framework. Research Policy, 43(7), 1239–1249.
Ghazawneh, A., & Henfridsson, O. (2015). A paradigmatic analysis of digital application marketplaces. Journal of Information Technology, 30(3), 198–208.
Ghandour, A., Deans, K., Benwell, G., & Pillai, P. (2008). Measuring eCommerce Website success. ACIS 2008 Proceedings, Paper 24.
Gupta, A., Christie, R., & Manjula, R. (2017). Scalability in internet of things: Features, techniques and research challenges. International Journal of Computational Intelligence Research, 13(7), 1617–1627. Available at http://www.ripublication.com/ijcir17/ijcirv13n7_06.pdf.
Haskel, S., & Westlake, S. (2018). Capitalism without capital. The rise of the intangible economy. Princeton: Princeton University Press.
Henfridsson, O., Mathiassen, L., & Svahn, F. (2014). Managing technological change in the digital age: The role of architectural frames. Journal of Information Technology, 29, 27–43.
Hoffman, R., & Yeh, C. (2018). Blitzscaling. New York: Crown Publishing Group.
Iazzolino, G., & Migliano, G. (2015). The valuation of a patent through the real options approach: A tutorial. Journal of Business Valuation and Economic Loss Analysis, 10(1), 99–116.
Ipsmiller, E., Brouthers, K. D., & Dikova, D. (2019). 25 years of real option empirical research in management. European Management Review, 16, 55–68.
Ismail, S. (2014). Exponential organizations. New York: Singularity University Book.
Jacobides, M. G., Cernamo, C., & Gawer, A. (2018, March). Towards a theory of ecosystems. Strategic Management Journal, 39(8), 2255–2276.
Kallinikos, J., Aaltonen, A., & Marton, A. (2013). The ambivalent ontology of digital artifacts. MIS Quarterly, 37(2), 357–370.
Kane, G. C., Alavi, M., Labianca, G., & Borgatti, S. P. (2014). What’s different about social media networks? A framework and research agenda. MIS Quarterly, 38(1), 275–304.
Kenney, M., & Zysman, J. (2016, Spring). The rise of the platform economy. Issues in Science and Technology, XXXII(3), 61.
Koller, T., Goedhart, M., & Wessels, D. (2010). Valuation measuring and managing the value of companies. Hoboken, NJ: Wiley.
Korpela, K., Hallikas, J., & Dahlberg, T. (2017). Digital Supply Chain Transformation toward Blockchain Integration. Proceedings of the 50th Hawaii International Conference on System Sciences. Available at https://scholarspace.manoa.hawaii.edu/handle/10125/41666.
Lennard, A. (2018). Intangibles: First thoughts. Paper presented at IFASS meeting, Mumbai, 12–13 April 2018 Session 10.
Lòpez, L., Francisco, J., & Esteves, J. (2017). Value in a digital world. How to assess business models and measure value in a digital world. Cham: Palgrave Macmillan.
Maia Ferreire, R. J. (2018). The venture capitalist investment decision: A dynamic real options approach (Dissertation Master in Finance). Universidade do Porto, Portugal.
Miller, M. H. (1988, Fall). The Modigliani-Miller propositions after thirty years. Journal of Economic Perspectives, 2(4), 99–120.
Modigliani, F., & Miller, M. H. (1958, June). The cost of capital, corporation finance and the theory of investment. American Economic Review, 1, 3.
Morgan, M., Elbe, J., & De Esteban Curiel, J. (2009). Has the experience economy arrived? The views of destination managers in three visitors’ dependent areas. International Journal of Tourism Research, 11, 201–216.
Moro Visconti, R. (2015). Leveraging value with intangibles: More guarantees with less collateral? Corporate Ownership & Control, 13(1), 241–252.
Newman, M. E. J. (2010). Networks, An introduction. Oxford: Oxford University Press.
Rochet, J. C., & Tirole, J. (2003). Platform competition in two-sided markets. Journal of the European Economic Association, 1(4), 990–1029.
Ross, S. A. (1988, Fall). Comment on the Modigliani-Miller propositions. Journal of Economic Perspectives, 2(4), 99–120.
Schreieck, M., Hein, A., Wiesche, M., & Krcmar, H. (2018). The challenge of governing digital platform ecosystems. In C. Linnhoff-Popien, R. Schneider, & M. Zaddach (Eds.), Digital marketplaces unleashed. Springer, Berlin, Heidelberg.
Simon, P. (2011). The age of the platform: How Amazon, Apple, Facebook and Google have redefined business. Las Vegas: Motion Publishing.
Spagnoletti, P., Resca, A., & Lee, G. (2015). A design theory for digital platforms supporting online communities: A multiple case study. Journal of Information Technology, 30(4), 364–380.
Tan, B., Pan, S. L., Lu, X., & Huang, L. (2015). The role of IS capabilities in the development of multi-sided platforms: The digital ecosystem strategy of alibaba.com. Journal of the Association for Information Systems, 16 (4), 248–280.
Tiwana, A., Konsynski, B., & Bush, A. A. (2010). Platform evolution: Coevolution of platform architecture, governance, and environmental dynamics. Information Systems Research, 21(4), 675–687.
Trigeorgis, L., & Reuer, J. J. (2017). Real options theory in strategic management. Strategic Management Journal, 38, 42–63.
Van Steen, M. (2010). Graph theory and complex networks. Poland: Maarten Van Steen.
Weill, P., & Woerner, S. L. (2013, March). Optimizing your digital business model. MIT Sloan Management Review, 1(43), 123–131.
Westlake, S., & Haskel, J. (2017). The rise of the intangible economy: Capitalism without capital. Princeton: Princeton University Press.
Williams, L. G., & Smith, C. U. (2004). Web Application scalability: A model-based approach. Software Engineering Research and Performance Engineering Services. Available at http://www.spe-ed.com/papers/scale04.pdf.
Yoo, Y., Henfridsson, O., & Lyytinen, K. (2010). The new organizing logic of digital innovation: An agenda for information systems research. Information Systems Research, 21(4), 724–735.
Zhang, J., Lichtenstein, Y., & Gander, J. (2015). Designing scalable digital business models. In Business models and modelling, advances in strategic management (Vol. 33, pp. 241–277). Bingley: Emerald Group Publishing Limited.
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Appendix: Examples of Operating Leverage Changes
Appendix: Examples of Operating Leverage Changes
Company A | Company B | |
---|---|---|
Total revenues | 150 | 150 |
Total variable costs | (120) | (60) |
Contribution margin | 30 | 90 |
Total fixed costs | (10) | (70) |
EBIT | 20 | 20 |
Degree of operating leverage (DOL) | 1.5 | 4.5 |
When the incidence of fixed costs grows, the economic and structural capacities of the company worsen, as it needs to sell more to reach the break-even point, since higher operating leverage increases the contribution margin. Let’s consider two alternative scenarios, with the same starting figures:
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a.
Hypothesis 1: revenues decrease to 50
Company A | Company B | |
---|---|---|
Total revenues | 50 | 50 |
Total variable costs | (40) | (20) |
Contribution margin | 10 | 30 |
Total fixed costs | (10) | (70) |
EBIT | 0 | (40) |
Degree of operating leverage (DOL) | 0.75 |
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b.
Hypothesis 2: revenues grow to 300
Company A | Company B | |
---|---|---|
Total revenues | 300 | 300 |
Total variable costs | (240) | (120) |
Contribution margin | 60 | 180 |
Total fixed costs | (10) | (70) |
EBIT | 50 | 110 |
Degree of operating leverage (DOL) | 1.2 | 1.64 |
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Moro Visconti, R. (2020). Digital Scalability and Growth Options. In: The Valuation of Digital Intangibles. Palgrave Macmillan, Cham. https://doi.org/10.1007/978-3-030-36918-7_3
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DOI: https://doi.org/10.1007/978-3-030-36918-7_3
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