IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2305.09479.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2305.09479
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Oliver Francis Koch & Alexander Benlian, 2017. "The effect of free sampling strategies on freemium conversion rates," Electronic Markets, Springer;IIM University of St. Gallen, vol. 27(1), pages 67-76, February.
    2. Navarro, Noemí, 2012. "Price and quality decisions under network effects," Journal of Mathematical Economics, Elsevier, vol. 48(5), pages 263-270.
    3. 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.
    4. Yonghong Sun, 2020. "Optimal service versioning for dating platforms," Information Technology and Management, Springer, vol. 21(4), pages 217-226, December.
    5. Marc Rysman, 2009. "The Economics of Two-Sided Markets," Journal of Economic Perspectives, American Economic Association, vol. 23(3), pages 125-143, Summer.
    6. Sato, Susumu, 2019. "Freemium as optimal menu pricing," International Journal of Industrial Organization, Elsevier, vol. 63(C), pages 480-510.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Mussa, Michael & Rosen, Sherwin, 1978. "Monopoly and product quality," Journal of Economic Theory, Elsevier, vol. 18(2), pages 301-317, August.
    13. 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.
    14. 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.
    15. Gabszewicz, Jean J. & Wauthy, Xavier Y., 2012. "Nesting horizontal and vertical differentiation," Regional Science and Urban Economics, Elsevier, vol. 42(6), pages 998-1002.
    16. 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).
    17. Romaniuk, Jenni & Nenycz-Thiel, Magda, 2013. "Behavioral brand loyalty and consumer brand associations," Journal of Business Research, Elsevier, vol. 66(1), pages 67-72.
    18. 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.
    19. 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.
    20. 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.
    21. Ming Hu & Xi Li & Mengze Shi, 2015. "Product and Pricing Decisions in Crowdfunding," Marketing Science, INFORMS, vol. 34(3), pages 331-345, May.
    22. 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.
    23. Katz, Michael L & Shapiro, Carl, 1985. "Network Externalities, Competition, and Compatibility," American Economic Review, American Economic Association, vol. 75(3), pages 424-440, June.
    24. Mark Armstrong, 2006. "Competition in two‐sided markets," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 668-691, September.
    25. 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.
    26. Gerhard Illing & Martin Peitz (ed.), 2006. "Industrial Organization and the Digital Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262090414, April.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. Jing, Bing, 2007. "Network externalities and market segmentation in a monopoly," Economics Letters, Elsevier, vol. 95(1), pages 7-13, April.
    33. 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.
    34. 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.
    35. Illing, Gerhard (Ed.), . "Industrial Organization and the Digital Economy," Monographs in Economics, University of Munich, Department of Economics, number 19506, June.
    36. 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.
    37. 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.
    38. 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.
    39. Karl Taeuscher, 2019. "Uncertainty kills the long tail: demand concentration in peer-to-peer marketplaces," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(4), pages 649-660, December.
    40. 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.
    41. 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.
    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. Belleflamme,Paul & Peitz,Martin, 2015. "Industrial Organization," Cambridge Books, Cambridge University Press, number 9781107687899.
    2. Jullien, Bruno & Pavan, Alessandro & Rysman, Marc, 2021. "Two-sided Markets, Pricing, and Network Effects," TSE Working Papers 21-1238, Toulouse School of Economics (TSE).
    3. Justus Haucap & Torben Stühmeier, 2016. "Competition and antitrust in Internet markets," Chapters, in: Johannes M. Bauer & Michael Latzer (ed.), Handbook on the Economics of the Internet, chapter 9, pages 183-210, Edward Elgar Publishing.
    4. Andre Veiga & E. Glen Weyl, 2011. "Multidimensional Heterogeneity and Platform Design," Working Papers 11-33, NET Institute, revised Nov 2011.
    5. Justus Haucap, 2019. "Competition and Competition Policy in a Data-Driven Economy," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 54(4), pages 201-208, July.
    6. José A. Novo‐Peteiro, 2023. "Product design with attribute dependence," Manchester School, University of Manchester, vol. 91(4), pages 361-385, July.
    7. 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.
    8. Jonathan Levin, 2011. "The Economics of Internet Markets," Discussion Papers 10-018, Stanford Institute for Economic Policy Research.
    9. Justus Haucap & Ulrich Heimeshoff, 2014. "Google, Facebook, Amazon, eBay: Is the Internet driving competition or market monopolization?," International Economics and Economic Policy, Springer, vol. 11(1), pages 49-61, February.
    10. Natalia Fabra & Juan-Pablo Montero, 2022. "Product Lines and Price Discrimination in Markets with Information Frictions," Management Science, INFORMS, vol. 68(2), pages 981-1001, February.
    11. Oz Shy, 2011. "A Short Survey of Network Economics," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 38(2), pages 119-149, March.
    12. Bonatti, Alessandro, 2011. "Brand-specific tastes for quality," International Journal of Industrial Organization, Elsevier, vol. 29(5), pages 562-575, September.
    13. Jullien, Bruno, 2010. "Two-Sided B2B Platforms," TSE Working Papers 11-223, Toulouse School of Economics (TSE), revised Mar 2011.
    14. Yu Wang & Minqiang Li & Haiyang Feng & Nan Feng, 2019. "Optimal sequential releasing strategy for software products in the presence of word-of-mouth and requirements uncertainty," Information Technology and Management, Springer, vol. 20(3), pages 153-174, September.
    15. Yang Xu & Xu Wang & Qiang Zhou, 2023. "Pricing and Quality Strategies in Crowdfunding with Network Externality," Journal of Optimization Theory and Applications, Springer, vol. 196(1), pages 98-125, January.
    16. Calvano, Emilio & Polo, Michele, 2021. "Market power, competition and innovation in digital markets: A survey," Information Economics and Policy, Elsevier, vol. 54(C).
    17. Yonghong Sun, 2020. "Optimal service versioning for dating platforms," Information Technology and Management, Springer, vol. 21(4), pages 217-226, December.
    18. Mark Armstrong, 2005. "Recent Developments in the Economics of Price Discrimination," Industrial Organization 0511004, University Library of Munich, Germany.
    19. Renato Gomes & Alessandro Pavan, 2013. "Cross-Subsidization and Matching Design," Discussion Papers 1559, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    20. Johannes M. Bauer & Michael Latzer, 2016. "The economics of the Internet: an overview," Chapters, in: Johannes M. Bauer & Michael Latzer (ed.), Handbook on the Economics of the Internet, chapter 1, pages 3-20, Edward Elgar Publishing.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:2305.09479. 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.