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Intertemporal Demand Spillover Effects on Video Game Platforms

Author

Listed:
  • Avery Haviv

    (Simon Business School, University of Rochester, Rochester, New York 14620)

  • Yufeng Huang

    (Simon Business School, University of Rochester, Rochester, New York 14620)

  • Nan Li

    (Advanced Institute of Business, Tongji University, Shanghai 200092, China)

Abstract

Many platform strategies focus on indirect network effects between sellers through platform expansion. In this paper, we show sellers on the console video game platform generate a positive intertemporal spillover effect and expand the demand for other sellers, holding the set of platform adopters fixed. We propose a novel identification strategy that leverages exogenous variation in the release timing of games exclusively available on a console platform, and examine how this variation affects the sales of games available on both platforms. We find a sizable intertemporal demand spillover effect between games: A 1% increase in total copies sold on a platform leads to a 0.153% increase in the sales of other games in the next month (i.e., an elasticity of 0.153). Additional analysis suggests this demand spillover effect is reminiscent of habit formation on the consumer side, in that past purchases keep end users active on the platform. Our finding provides a potential explanation for recent platform sales events and subscription services that provide free games to consumers every month.

Suggested Citation

  • Avery Haviv & Yufeng Huang & Nan Li, 2020. "Intertemporal Demand Spillover Effects on Video Game Platforms," Management Science, INFORMS, vol. 66(10), pages 4788-4807, October.
  • Handle: RePEc:inm:ormnsc:v:66:y:2020:i:10:p:4788-4807
    DOI: 10.1287/mnsc.2019.3414
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    as
    1. Ulrich Doraszelski & Gregory Lewis & Ariel Pakes, 2018. "Just Starting Out: Learning and Equilibrium in a New Market," American Economic Review, American Economic Association, vol. 108(3), pages 565-615, March.
    2. Stephen Ryan & Catherine Tucker, 2012. "Heterogeneity and the dynamics of technology adoption," Quantitative Marketing and Economics (QME), Springer, vol. 10(1), pages 63-109, March.
    3. Mark Armstrong, 2006. "Competition in two‐sided markets," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 668-691, September.
    4. 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.
    5. Masakazu Ishihara & Andrew T. Ching, 2019. "Dynamic Demand for New and Used Durable Goods Without Physical Depreciation: The Case of Japanese Video Games," Marketing Science, INFORMS, vol. 38(3), pages 392-416, May.
    6. Jonathan Guryan & Melissa S. Kearney, 2010. "Is Lottery Gambling Addictive?," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 90-110, August.
    7. Timothy Derdenger, 2014. "Technological tying and the intensity of price competition: An empirical analysis of the video game industry," Quantitative Marketing and Economics (QME), Springer, vol. 12(2), pages 127-165, June.
    8. Wesley R. Hartmann & Harikesh S. Nair, 2010. "Retail Competition and the Dynamics of Demand for Tied Goods," Marketing Science, INFORMS, vol. 29(2), pages 366-386, 03-04.
    9. Harikesh Nair, 2007. "Intertemporal price discrimination with forward-looking consumers: Application to the US market for console video-games," Quantitative Marketing and Economics (QME), Springer, vol. 5(3), pages 239-292, September.
    10. 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.
    11. Timothy Derdenger & Vineet Kumar, 2013. "The Dynamic Effects of Bundling as a Product Strategy," Marketing Science, INFORMS, vol. 32(6), pages 827-859, November.
    12. 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.
    13. Matthew Gentzkow, 2007. "Valuing New Goods in a Model with Complementarity: Online Newspapers," American Economic Review, American Economic Association, vol. 97(3), pages 713-744, June.
    14. Brett R. Gordon & Baohong Sun, 2015. "A Dynamic Model of Rational Addiction: Evaluating Cigarette Taxes," Marketing Science, INFORMS, vol. 34(3), pages 452-470, May.
    15. Benjamin Shiller, 2013. "Digital distribution and the prohibition of resale markets for information goods," Quantitative Marketing and Economics (QME), Springer, vol. 11(4), pages 403-435, December.
    16. Rosen, Sherwin, 2007. "Studies in Labor Markets," National Bureau of Economic Research Books, University of Chicago Press, number 9780226726304, December.
    17. repec:ucp:bknber:9780226726281 is not listed on IDEAS
    18. 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.
    19. Pradeep K. Chintagunta & Marco Shaojun Qin & Maria Ana Vitorino, 2018. "Licensing and Price Competition in Tied-Goods Markets: An Application to the Single-Serve Coffee System Industry," Marketing Science, INFORMS, vol. 37(6), pages 883-911, November.
    20. Øyvind Thomassen & Howard Smith & Stephan Seiler & Pasquale Schiraldi, 2017. "Multi-category Competition and Market Power: A Model of Supermarket Pricing," American Economic Review, American Economic Association, vol. 107(8), pages 2308-2351, August.
    21. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    22. Jonathan Guryan & Melissa S. Kearney, 2008. "Gambling at Lucky Stores: Empirical Evidence from State Lottery Sales," American Economic Review, American Economic Association, vol. 98(1), pages 458-473, March.
    23. 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.
    24. Peitz, Martin & Waldfogel, Joel, 2012. "The Oxford Handbook of the Digital Economy," OUP Catalogue, Oxford University Press, number 9780195397840, Decembrie.
    25. Ken Hendricks & Alan Sorensen, 2009. "Information and the Skewness of Music Sales," Journal of Political Economy, University of Chicago Press, vol. 117(2), pages 324-369, April.
    26. James J. Heckman, 1981. "Heterogeneity and State Dependence," NBER Chapters, in: Studies in Labor Markets, pages 91-140, National Bureau of Economic Research, Inc.
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