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Dissertation on Applied Microeconomics of Freemium Pricing Strategies in Mobile App Market

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  • Naixin Zhu

Abstract

In my dissertation, I will analyze how the product market position of a mobile app affects its pricing strategies, which in turn impacts an app's monetization process. Using natural language processing and k-mean clustering on apps' text descriptions, I created a new variable that measures the distinctiveness of an app as compared to its peers. I created four pricing variables, price, cumulative installs, and indicators of whether an app contains in-app ads and purchases. I found that the effect differs for successful apps and less successful apps. I measure the success here using cumulative installs and the firms that developed the apps. Based on third-party rankings and the shape of the distribution of installs, I set two thresholds and divided apps into market-leading and market-follower apps. The market-leading sub-sample consists of apps with high cumulative installs or developed by prestigious firms, and the market-follower sub-sample consists of the rest of the apps. I found that the impact of being niche is smaller in the market-leading apps because of their relatively higher heterogeneity. In addition, being niche also impact utility apps differently from hedonic apps or apps with two-sided market characteristics. For the special gaming category, being niche has some effect but is smaller than in the market follower sub-sample. My research provides novel empirical evidence of digital products to various strands of theoretical research, including the optimal distinctiveness theory, product differentiation, price discrimination in two or multi-sided markets, and consumer psychology.

Suggested Citation

  • Naixin Zhu, 2023. "Dissertation on Applied Microeconomics of Freemium Pricing Strategies in Mobile App Market," Papers 2305.09479, arXiv.org.
  • Handle: RePEc:arx:papers:2305.09479
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    1. Navarro, Noemí, 2012. "Price and quality decisions under network effects," Journal of Mathematical Economics, Elsevier, vol. 48(5), pages 263-270.
    2. Thomas W. Quan & Kevin R. Williams, 2018. "Product variety, across‐market demand heterogeneity, and the value of online retail," RAND Journal of Economics, RAND Corporation, vol. 49(4), pages 877-913, December.
    3. Yonghong Sun, 2020. "Optimal service versioning for dating platforms," Information Technology and Management, Springer, vol. 21(4), pages 217-226, December.
    4. Marc Rysman, 2009. "The Economics of Two-Sided Markets," Journal of Economic Perspectives, American Economic Association, vol. 23(3), pages 125-143, Summer.
    5. Sato, Susumu, 2019. "Freemium as optimal menu pricing," International Journal of Industrial Organization, Elsevier, vol. 63(C), pages 480-510.
    6. Asher Wolinsky, 1986. "True Monopolistic Competition as a Result of Imperfect Information," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(3), pages 493-511.
    7. Xueqi (David) Wei & Barrie R. Nault, 2014. "Monopoly Versioning of Information Goods When Consumers Have Group Tastes," Production and Operations Management, Production and Operations Management Society, vol. 23(6), pages 1067-1081, June.
    8. Glenn Ellison, 2005. "A Model of Add-On Pricing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 585-637.
    9. Denis LESCOP & Elena LESCOP, 2014. "Exploring Mobile Gaming Revenues: the Price Tag of Impatience, Stress and Release," Communications & Strategies, IDATE, Com&Strat dept., vol. 1(93), pages 99-118, 1st quart.
    10. Sinai, Todd & Waldfogel, Joel, 2004. "Geography and the Internet: is the Internet a substitute or a complement for cities?," Journal of Urban Economics, Elsevier, vol. 56(1), pages 1-24, July.
    11. Mussa, Michael & Rosen, Sherwin, 1978. "Monopoly and product quality," Journal of Economic Theory, Elsevier, vol. 18(2), pages 301-317, August.
    12. Hsing Kenneth Cheng & Yipeng Liu, 2012. "Optimal Software Free Trial Strategy: The Impact of Network Externalities and Consumer Uncertainty," Information Systems Research, INFORMS, vol. 23(2), pages 488-504, June.
    13. Petty, Richard E & Cacioppo, John T & Schumann, David, 1983. "Central and Peripheral Routes to Advertising Effectiveness: The Moderating Role of Involvement," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 10(2), pages 135-146, September.
    14. Gabszewicz, Jean J. & Wauthy, Xavier Y., 2012. "Nesting horizontal and vertical differentiation," Regional Science and Urban Economics, Elsevier, vol. 42(6), pages 998-1002.
    15. Voigt, Sebastian & Hinz, Oliver, 2016. "Making Digital Freemium Business Models a Success - Predicting Customers' Lifetime Value via Initial Purchase Information," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 84850, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    16. Romaniuk, Jenni & Nenycz-Thiel, Magda, 2013. "Behavioral brand loyalty and consumer brand associations," Journal of Business Research, Elsevier, vol. 66(1), pages 67-72.
    17. Monic Sun & Rajeev K. Tyagi, 2020. "Product Fit Uncertainty and Information Provision in a Distribution Channel," Production and Operations Management, Production and Operations Management Society, vol. 29(10), pages 2381-2402, October.
    18. Greg Shaffer & Z. John Zhang, 2000. "Pay to Switch or Pay to Stay: Preference‐Based Price Discrimination in Markets with Switching Costs," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 9(3), pages 397-424, June.
    19. Jeffrey Rohlfs, 1974. "A Theory of Interdependent Demand for a Communications Service," Bell Journal of Economics, The RAND Corporation, vol. 5(1), pages 16-37, Spring.
    20. Ming Hu & Xi Li & Mengze Shi, 2015. "Product and Pricing Decisions in Crowdfunding," Marketing Science, INFORMS, vol. 34(3), pages 331-345, May.
    21. Nathalie Lavoie, 2005. "Price Discrimination in the Context of Vertical Differentiation: An Application to Canadian Wheat Exports," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(4), pages 835-854.
    22. Katz, Michael L & Shapiro, Carl, 1985. "Network Externalities, Competition, and Compatibility," American Economic Review, American Economic Association, vol. 75(3), pages 424-440, June.
    23. Mark Armstrong, 2006. "Competition in two‐sided markets," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 668-691, September.
    24. Onesun Steve Yoo & Rakesh Sarin, 2018. "Consumer Choice and Market Outcomes Under Ambiguity in Product Quality," Marketing Science, INFORMS, vol. 37(3), pages 445-468, May.
    25. Gerhard Illing & Martin Peitz (ed.), 2006. "Industrial Organization and the Digital Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262090414, December.
    26. Yili (Kevin) Hong & Paul A. Pavlou, 2014. "Product Fit Uncertainty in Online Markets: Nature, Effects, and Antecedents," Information Systems Research, INFORMS, vol. 25(2), pages 328-344, June.
    27. Michaela Draganska & Dipak C. Jain, 2006. "Consumer Preferences and Product-Line Pricing Strategies: An Empirical Analysis," Marketing Science, INFORMS, vol. 25(2), pages 164-174, 03-04.
    28. Blum, Bernardo S. & Goldfarb, Avi, 2006. "Does the internet defy the law of gravity?," Journal of International Economics, Elsevier, vol. 70(2), pages 384-405, December.
    29. Jean-Charles Rochet & Lars A. Stole, 2002. "Nonlinear Pricing with Random Participation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 277-311.
    30. Nan Xia & S. Rajagopalan, 2009. "Standard vs. Custom Products: Variety, Lead Time, and Price Competition," Marketing Science, INFORMS, vol. 28(5), pages 887-900, 09-10.
    31. Jing, Bing, 2007. "Network externalities and market segmentation in a monopoly," Economics Letters, Elsevier, vol. 95(1), pages 7-13, April.
    32. Thomas W. Quan & Kevin R. Williams, 2017. "Product Variety, Across-Market Demand Heterogeneity, and the Value of Online Retail," Cowles Foundation Discussion Papers 2054R3, Cowles Foundation for Research in Economics, Yale University, revised Jun 2018.
    33. Rajiv Lal & Miklos Sarvary, 1999. "When and How Is the Internet Likely to Decrease Price Competition?," Marketing Science, INFORMS, vol. 18(4), pages 485-503.
    34. Illing, Gerhard (Ed.), . "Industrial Organization and the Digital Economy," Monographs in Economics, University of Munich, Department of Economics, number 19506, June.
    35. Chien-Huang Lin & Ming Chen, 2019. "The icon matters: how design instability affects download intention of mobile apps under prevention and promotion motivations," Electronic Commerce Research, Springer, vol. 19(1), pages 211-229, March.
    36. Denis Lescop & Elena Lescop, 2014. "Exploring mobile gaming revenues : the price tag of impatience, stress and release," Grenoble Ecole de Management (Post-Print) hal-02397505, HAL.
    37. Stole, Lars A., 2007. "Price Discrimination and Competition," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 34, pages 2221-2299, Elsevier.
    38. Youngsoo Kim & Ramayya Krishnan, 2015. "On Product-Level Uncertainty and Online Purchase Behavior: An Empirical Analysis," Management Science, INFORMS, vol. 61(10), pages 2449-2467, October.
    39. Ghosh, Tathagata, 2016. "Winning Versus not Losing: Exploring the Effects of In-Game Advertising Outcome on its Effectiveness," Journal of Interactive Marketing, Elsevier, vol. 36(C), pages 134-147.
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