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Network effects on the iPhone platform: An empirical examination

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  • Garcia-Swartz, Daniel D.
  • Garcia-Vicente, Florencia

Abstract

Smartphones are “systems,” that is, collections of (hardware and software) components that work well with one another. They can also be viewed as multi-sided platforms that connect two or more distinct types of customers (users, application developers, handset manufacturers, network operators, and advertisers) and are characterized by the existence of indirect network effects—an extra customer on one side generates benefits for customers on the other side. In this study we focus on one specific aspect of the growth dynamics of Apple׳s iPhone: the feedback effects between users and applications (or application developers). After briefly tracing the history of the iPhone, we construct time series of users and apps. We then carry out cointegration analysis and estimate dynamic OLS (DOLS) and vector error correction models (VECM). We find evidence of indirect network effects of a substantial magnitude.

Suggested Citation

  • Garcia-Swartz, Daniel D. & Garcia-Vicente, Florencia, 2015. "Network effects on the iPhone platform: An empirical examination," Telecommunications Policy, Elsevier, vol. 39(10), pages 877-895.
  • Handle: RePEc:eee:telpol:v:39:y:2015:i:10:p:877-895
    DOI: 10.1016/j.telpol.2015.07.011
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    as
    1. Timothy F. Bresnahan & Jason P. Davis & Pai-Ling Yin, 2014. "Economic Value Creation in Mobile Applications," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 233-286, National Bureau of Economic Research, Inc.
    2. Doganoglu, Toker & Grzybowski, Lukasz, 2007. "Estimating network effects in mobile telephony in Germany," Information Economics and Policy, Elsevier, vol. 19(1), pages 65-79, March.
    3. Neil Gandal & Shane Greenstein & David Salant, 1999. "Adoptions and Orphans in the Early Microcomputer Market," Journal of Industrial Economics, Wiley Blackwell, vol. 47(1), pages 87-105, March.
    4. Sangin Park, 2004. "Quantitative Analysis of Network Externalities in Competing Technologies: The VCR Case," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 937-945, November.
    5. Nicholas Economides, 1997. "The Economics of Networks," Brazilian Electronic Journal of Economics, Department of Economics, Universidade Federal de Pernambuco, vol. 1(0), December.
    6. Garth Saloner & Andrea Shepard, 1995. "Adoption of Technologies with Network Effects: An Empirical Examination of the Adoption of Teller Machines," RAND Journal of Economics, The RAND Corporation, vol. 26(3), pages 479-501, Autumn.
    7. Matthew T. Clements & Hiroshi Ohashi, 2005. "Indirect Network Effects And The Product Cycle: Video Games In The U.S., 1994–2002," Journal of Industrial Economics, Wiley Blackwell, vol. 53(4), pages 515-542, December.
    8. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    9. Kim, Hee-Su & Kwon, Namhoon, 2003. "The advantage of network size in acquiring new subscribers: a conditional logit analysis of the Korean mobile telephony market," Information Economics and Policy, Elsevier, vol. 15(1), pages 17-33, March.
    10. Caillaud, Bernard & Jullien, Bruno, 2003. "Chicken & Egg: Competition among Intermediation Service Providers," RAND Journal of Economics, The RAND Corporation, vol. 34(2), pages 309-328, Summer.
    11. Geoffrey G. Parker & Marshall W. Van Alstyne, 2005. "Two-Sided Network Effects: A Theory of Information Product Design," Management Science, INFORMS, vol. 51(10), pages 1494-1504, October.
    12. Marc Rysman, 2009. "The Economics of Two-Sided Markets," Journal of Economic Perspectives, American Economic Association, vol. 23(3), pages 125-143, Summer.
    13. Alan G. White & Jaison R. Abel & Ernst R. Berndt & Cory W. Monroe, 2010. "Hedonic Price Indexes for Personal Computer Operating Systems and Productivity Suites," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 787-807, National Bureau of Economic Research, Inc.
    14. Hagiu, Andrei & Wright, Julian, 2015. "Multi-sided platforms," International Journal of Industrial Organization, Elsevier, vol. 43(C), pages 162-174.
    15. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    16. Goolsbee, Austan & Klenow, Peter J, 2002. "Evidence on Learning and Network Externalities in the Diffusion of Home Computers," Journal of Law and Economics, University of Chicago Press, vol. 45(2), pages 317-343, October.
    17. Marc Rysman, 2004. "Competition Between Networks: A Study of the Market for Yellow Pages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 483-512.
    18. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    19. Neil Gandal, 1994. "Hedonic Price Indexes for Spreadsheets and an Empirical Test for Network Externalities," RAND Journal of Economics, The RAND Corporation, vol. 25(1), pages 160-170, Spring.
    20. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    21. Venkatesh Shankar & Barry L. Bayus, 2003. "Network effects and competition: an empirical analysis of the home video game industry," Strategic Management Journal, Wiley Blackwell, vol. 24(4), pages 375-384, April.
    22. Harikesh Nair & Pradeep Chintagunta & Jean-Pierre Dubé, 2004. "Empirical Analysis of Indirect Network Effects in the Market for Personal Digital Assistants," Quantitative Marketing and Economics (QME), Springer, vol. 2(1), pages 23-58, March.
    23. Ariel Pakes, 2003. "A Reconsideration of Hedonic Price Indexes with an Application to PC's," American Economic Review, American Economic Association, vol. 93(5), pages 1578-1596, December.
    24. Gautam Gowrisankaran & Joanna Stavins, 2004. "Network Externalities and Technology Adoption: Lessons from Electronic Payments," RAND Journal of Economics, The RAND Corporation, vol. 35(2), pages 260-276, Summer.
    25. Jean-Charles Rochet & Jean Tirole, 2003. "Platform Competition in Two-Sided Markets," Journal of the European Economic Association, MIT Press, vol. 1(4), pages 990-1029, June.
    26. Martin Kenney & Bryan Pon, 2011. "Structuring the Smartphone Industry: Is the Mobile Internet OS Platform the Key?," Journal of Industry, Competition and Trade, Springer, vol. 11(3), pages 239-261, September.
    27. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    28. Farrell, Joseph & Klemperer, Paul, 2007. "Coordination and Lock-In: Competition with Switching Costs and Network Effects," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 31, pages 1967-2072, Elsevier.
    29. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
    30. Michael L. Katz & Carl Shapiro, 1994. "Systems Competition and Network Effects," Journal of Economic Perspectives, American Economic Association, vol. 8(2), pages 93-115, Spring.
    31. Neil Gandal & Michael Kende & Rafael Rob, 2000. "The Dynamics of Technological Adoption in Hardware/Software Systems: The Case of Compact Disc Players," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 43-61, Spring.
    32. West, Joel & Mace, Michael, 0. "Browsing as the killer app: Explaining the rapid success of Apple's iPhone," Telecommunications Policy, Elsevier, vol. 34(5-6), pages 270-286, June.
    33. Richard Schmalensee, 2002. "Payment Systems and Interchange Fees," Journal of Industrial Economics, Wiley Blackwell, vol. 50(2), pages 103-122, June.
    34. Heij, Christiaan & de Boer, Paul & Franses, Philip Hans & Kloek, Teun & van Dijk, Herman K., 2004. "Econometric Methods with Applications in Business and Economics," OUP Catalogue, Oxford University Press, number 9780199268016.
    35. repec:bla:jindec:v:50:y:2002:i:2:p:103-22 is not listed on IDEAS
    36. Robin S. Lee, 2013. "Vertical Integration and Exclusivity in Platform and Two-Sided Markets," American Economic Review, American Economic Association, vol. 103(7), pages 2960-3000, December.
    37. Cecere, Grazia & Corrocher, Nicoletta & Battaglia, Riccardo David, 2015. "Innovation and competition in the smartphone industry: Is there a dominant design?," Telecommunications Policy, Elsevier, vol. 39(3), pages 162-175.
    38. Anindya Ghose & Sang Pil Han, 2014. "Estimating Demand for Mobile Applications in the New Economy," Management Science, INFORMS, vol. 60(6), pages 1470-1488, June.
    39. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    40. Campbell-Kelly, Martin & Garcia-Swartz, Daniel & Lam, Richard & Yang, Yilei, 2015. "Economic and business perspectives on smartphones as multi-sided platforms," Telecommunications Policy, Elsevier, vol. 39(8), pages 717-734.
    41. Stremersch, S. & Tellis, G.J. & Franses, Ph.H.B.F. & Binken, J.L.G., 2007. "Indirect Network Effects in New Product Growth," ERIM Report Series Research in Management ERS-2007-019-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    42. P. D. Chwelos & E. R. Berndt & I. M. Cockburn, 2008. "Faster, smaller, cheaper: an hedonic price analysis of PDAs," Applied Economics, Taylor & Francis Journals, vol. 40(22), pages 2839-2856.
    43. Kenney, Martin & Pon, Bryan, 2011. "Structuring the Smartphone Industry. Is the Mobile Internet OS Platform the Key?," Discussion Papers 1238, The Research Institute of the Finnish Economy.
    44. David Dranove & Neil Gandal, 2003. "The Dvd‐vs.‐Divx Standard War: Empirical Evidence of Network Effects and Preannouncement Effects," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 12(3), pages 363-386, September.
    45. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    46. Mark Armstrong Author-Email: mark.armstrong@ucl.ac.uk Author-Workplace-Name: University College of London, 2006. "Competition in Two-Sided Markets," RAND Journal of Economics, The RAND Corporation, vol. 37(3), pages 668-691, Autumn.
    47. Corts, Kenneth S. & Lederman, Mara, 2009. "Software exclusivity and the scope of indirect network effects in the U.S. home video game market," International Journal of Industrial Organization, Elsevier, vol. 27(2), pages 121-136, March.
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