IDEAS home Printed from https://ideas.repec.org/a/inm/orserv/v13y2021i2p53-76.html

Selling Virtual Items in Free-to-Play Games: Transparent Selling vs. Opaque Selling

Author

Listed:
  • Yifan Jiao

    (Faculty of Business and Economics, The University of Hong Kong, Pokfulam, Hong Kong)

  • Christopher S. Tang

    (Anderson School of Management, University of California Los Angeles, Los Angeles, California 90095)

  • Jingqi Wang

    (Faculty of Business and Economics, The University of Hong Kong, Pokfulam, Hong Kong; School of Management and Economics and Shenzhen Finance Institute, The Chinese University of Hong Kong, Shenzhen, China)

Abstract

The market for online games is huge, but research on the economics of online game operations remains nascent. In this paper, we focus on “free-to-play” online games in which a game provider offers players an option to purchase game-specific virtual goods (items) for improving their winning chances before the game begins. Because selling virtual items is the main revenue stream in free-to-play games, it is important for game providers to find ways to entice players to purchase virtual items. We observe that some game providers disclose the opponent’s skill level before the game begins by using a “transparent selling” mechanism to sell virtual items, whereas others conceal this information from the players. This observation motivates us to examine whether and when game providers should adopt transparent selling. By analyzing a game-theoretical model that involves one game provider and two competitive players, we obtain the following results. First, when the price of the virtual goods is endogenously determined by the game provider, we find that transparent selling is not effective: it is optimal for the provider to adopt “opaque selling” by concealing the opponent’s skill level information from players. However, opaque selling hurts the player’s welfare. Second, when the selling price is exogenously given, transparent selling dominates opaque selling when the given price is high. Our results identify the conditions under which transparent selling dominates opaque selling.

Suggested Citation

  • Yifan Jiao & Christopher S. Tang & Jingqi Wang, 2021. "Selling Virtual Items in Free-to-Play Games: Transparent Selling vs. Opaque Selling," Service Science, INFORMS, vol. 13(2), pages 53-76, June.
  • Handle: RePEc:inm:orserv:v:13:y:2021:i:2:p:53-76
    DOI: 10.1287/serv.2021.0271
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/serv.2021.0271
    Download Restriction: no

    File URL: https://libkey.io/10.1287/serv.2021.0271?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Dmitry Shapiro & Xianwen Shi, 2008. "Market Segmentation: The Role of Opaque Travel Agencies," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 17(4), pages 803-837, December.
    2. Antoine Faure‐Grimaud & Eloïc Peyrache & Lucía Quesada, 2009. "The ownership of ratings," RAND Journal of Economics, RAND Corporation, vol. 40(2), pages 234-257, June.
    3. Anderson, Chris K. & Xie, Xiaoqing, 2014. "Pricing and market segmentation using opaque selling mechanisms," European Journal of Operational Research, Elsevier, vol. 233(1), pages 263-272.
    4. Hong Guo & Lin Hao & Tridas Mukhopadhyay & Daewon Sun, 2019. "Selling Virtual Currency in Digital Games: Implications for Gameplay and Social Welfare," Information Systems Research, INFORMS, vol. 30(2), pages 430-446, June.
    5. Scott Fay & Jinhong Xie, 2008. "Probabilistic Goods: A Creative Way of Selling Products and Services," Marketing Science, INFORMS, vol. 27(4), pages 674-690, 07-08.
    6. Dmitri Kuksov & Yuanfang Lin, 2010. "Information Provision in a Vertically Differentiated Competitive Marketplace," Marketing Science, INFORMS, vol. 29(1), pages 122-138, 01-02.
    7. Tingliang Huang & Yimin Yu, 2014. "Sell Probabilistic Goods? A Behavioral Explanation for Opaque Selling," Marketing Science, INFORMS, vol. 33(5), pages 743-759, September.
    8. Hao Li & Xianwen Shi, 2017. "Discriminatory Information Disclosure," American Economic Review, American Economic Association, vol. 107(11), pages 3363-3385, November.
    9. Bergemann, Dirk & Pesendorfer, Martin, 2007. "Information structures in optimal auctions," Journal of Economic Theory, Elsevier, vol. 137(1), pages 580-609, November.
    10. Hamari, Juho, 2015. "Why do people buy virtual goods? Attitude toward virtual good purchases versus game enjoyment," International Journal of Information Management, Elsevier, vol. 35(3), pages 299-308.
    11. Milgrom, Paul R & Weber, Robert J, 1982. "A Theory of Auctions and Competitive Bidding," Econometrica, Econometric Society, vol. 50(5), pages 1089-1122, September.
    12. Rachel R. Chen & Esther Gal-Or & Paolo Roma, 2014. "Opaque Distribution Channels for Competing Service Providers: Posted Price vs. Name-Your-Own-Price Mechanisms," Operations Research, INFORMS, vol. 62(4), pages 733-750, August.
    13. Grossman, Sanford J, 1981. "The Informational Role of Warranties and Private Disclosure about Product Quality," Journal of Law and Economics, University of Chicago Press, vol. 24(3), pages 461-483, December.
    14. Tae Jung Yoon, 2020. "Quality Information Disclosure and Patient Reallocation in the Healthcare Industry: Evidence from Cardiac Surgery Report Cards," Marketing Science, INFORMS, vol. 39(3), pages 636-662, May.
    15. Qing Li & Christopher S. Tang & He Xu, 2020. "Mitigating the Double‐Blind Effect in Opaque Selling: Inventory and Information," Production and Operations Management, Production and Operations Management Society, vol. 29(1), pages 35-54, January.
    16. Fay, Scott & Xie, Jinhong & Feng, Cong, 2015. "The Effect of Probabilistic Selling on the Optimal Product Mix," Journal of Retailing, Elsevier, vol. 91(3), pages 451-467.
    17. Lin Hao & Yong Tan, 2019. "Who Wants Consumers to Be Informed? Facilitating Information Disclosure in a Distribution Channel," Service Science, INFORMS, vol. 30(1), pages 34-49, March.
    18. Nelson Granados & Kunsoo Han & Dan Zhang, 2018. "Demand and Revenue Impacts of an Opaque Channel: Evidence from the Airline Industry," Production and Operations Management, Production and Operations Management Society, vol. 27(11), pages 2010-2024, November.
    19. Luis Rayo & Ilya Segal, 2010. "Optimal Information Disclosure," Journal of Political Economy, University of Chicago Press, vol. 118(5), pages 949-987.
    20. Soo-Haeng Cho & Xin Fang & Sridhar Tayur & Ying Xu, 2019. "Combating Child Labor: Incentives and Information Disclosure in Global Supply Chains," Manufacturing & Service Operations Management, INFORMS, vol. 21(3), pages 692-711, July.
    21. Steven Shavell, 1994. "Acquisition and Disclosure of Information Prior to Sale," RAND Journal of Economics, The RAND Corporation, vol. 25(1), pages 20-36, Spring.
    22. Yixin Lu & Alok Gupta & Wolfgang Ketter & Eric van Heck, 2019. "Information Transparency in Business-to-Business Auction Markets: The Role of Winner Identity Disclosure," Management Science, INFORMS, vol. 65(9), pages 4261-4279, September.
    23. Pak Hung Au, 2015. "Dynamic information disclosure," RAND Journal of Economics, RAND Corporation, vol. 46(4), pages 791-823, October.
    24. Liang Guo, 2009. "Quality Disclosure Formats in a Distribution Channel," Management Science, INFORMS, vol. 55(9), pages 1513-1526, September.
    25. Bruno Ferman, 2016. "Reading the Fine Print: Information Disclosure in the Brazilian Credit Card Market," Management Science, INFORMS, vol. 62(12), pages 3534-3548, December.
    26. Wu, Chi-Cheng & Chen, Ying-Ju & Cho, Yung-Jan, 2013. "Nested Network Effects in Online Free Games with Accessory Selling," Journal of Interactive Marketing, Elsevier, vol. 27(3), pages 158-171.
    27. Fay, Scott, 2008. "Selling an opaque product through an intermediary: The case of disguising one's product," Journal of Retailing, Elsevier, vol. 84(1), pages 59-75.
    28. Paul R. Milgrom, 1981. "Good News and Bad News: Representation Theorems and Applications," Bell Journal of Economics, The RAND Corporation, vol. 12(2), pages 380-391, Autumn.
    29. Hofacker, Charles F. & de Ruyter, Ko & Lurie, Nicholas H. & Manchanda, Puneet & Donaldson, Jeff, 2016. "Gamification and Mobile Marketing Effectiveness," Journal of Interactive Marketing, Elsevier, vol. 34(C), pages 25-36.
    30. Liang Guo & Ying Zhao, 2009. "Voluntary Quality Disclosure and Market Interaction," Marketing Science, INFORMS, vol. 28(3), pages 488-501, 05-06.
    31. V. Joseph Hotz & Mo Xiao, 2013. "Strategic Information Disclosure: The Case Of Multiattribute Products With Heterogeneous Consumers," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 865-881, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yang, Guang & Tian, Lin & Cai, Mei & Cao, Jie & Gong, Zaiwu, 2025. "Vertically probabilistic selling mechanism under asymmetric quality-tier competition: An analytical exploration," International Journal of Production Economics, Elsevier, vol. 286(C).
    2. Yunke Mai & Bin Hu, 2023. "Optimizing Free-to-Play Multiplayer Games with Premium Subscription," Management Science, INFORMS, vol. 69(6), pages 3437-3456, June.
    3. Jialie Chen, 2023. "Learning and skill set formation: A structural examination of version upgrades, user visibility, and AI strategies," Production and Operations Management, Production and Operations Management Society, vol. 32(12), pages 3856-3872, December.

    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. Yang, Guang & Tian, Lin & Cai, Mei & Cao, Jie & Gong, Zaiwu, 2025. "Vertically probabilistic selling mechanism under asymmetric quality-tier competition: An analytical exploration," International Journal of Production Economics, Elsevier, vol. 286(C).
    2. Zhao, Zhang & Fu, Chunyu & Chen, Ming-Hsiang & Yang, Yang, 2025. "Curiosity and hotel revenue management challenges: Dynamics of opaque and low-end products," Annals of Tourism Research, Elsevier, vol. 111(C).
    3. Zhang, Yi & Hua, Guowei & Cheng, T.C.E. & Zhang, Juliang & Fernandez, Vicenc, 2020. "Risk pooling through physical probabilistic selling," International Journal of Production Economics, Elsevier, vol. 219(C), pages 295-311.
    4. Zhaofang Mao & Ting Liu & Xiaomei Li, 2023. "Pricing mechanism of variable opaque products for dual-channel online travel agencies," Annals of Operations Research, Springer, vol. 329(1), pages 901-930, October.
    5. Zhang, Tao & Li, Gang & Lai, Kin Keung & Leung, John W.K., 2018. "Information disclosure strategies for the intermediary and competitive sellers," European Journal of Operational Research, Elsevier, vol. 271(3), pages 1156-1173.
    6. Liang Guo, 2020. "Upstream Exploitation and Strategic Disclosure," Marketing Science, INFORMS, vol. 39(5), pages 923-938, September.
    7. Liang Guo, 2021. "Partial Unraveling and Strategic Contract Timing," Management Science, INFORMS, vol. 67(12), pages 7719-7736, December.
    8. Hong, Xianpei & Zhou, Menghuan & Gong, Yeming, 2021. "Dilemma of quality information disclosure in technology licensing," European Journal of Operational Research, Elsevier, vol. 294(2), pages 543-557.
    9. Qing Li & Christopher S. Tang & He Xu, 2020. "Mitigating the Double‐Blind Effect in Opaque Selling: Inventory and Information," Production and Operations Management, Production and Operations Management Society, vol. 29(1), pages 35-54, January.
    10. Zhao, Ming & Dong, Ciwei & Cheng, T.C.E., 2018. "Quality disclosure strategies for small business enterprises in a competitive marketplace," European Journal of Operational Research, Elsevier, vol. 270(1), pages 218-229.
    11. Guang Yang & Ying Wang & Mulin Liu, 2023. "Optimal Policy for Probabilistic Selling with Three-Way Revenue Sharing Contract under the Perspective of Sustainable Supply Chain," Sustainability, MDPI, vol. 15(4), pages 1-22, February.
    12. Yifan Wu & Shibo Jin, 2022. "Joint pricing and inventory decision under a probabilistic selling strategy," Operational Research, Springer, vol. 22(2), pages 1209-1233, April.
    13. 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.
    14. Feng, Bo & Mao, Zhaofang & Li, Hui, 2021. "Choices for competing service providers with heterogeneous customers: Traditional versus opaque sales modes," Omega, Elsevier, vol. 98(C).
    15. Alonso, Juana M. & Socorro, M. Pilar, 2025. "Blind tickets to solve the inefficiencies of subsidies for residents in air transport markets," Transport Policy, Elsevier, vol. 171(C), pages 140-156.
    16. Alonso, Juana M. & Socorro, M. Pilar, 2024. "Blind booking: The effects on passengers' purchase decision, airlines’ profitability, and tourist destinations," Research in Transportation Economics, Elsevier, vol. 105(C).
    17. Han Zhu & Yimin Yu & Saibal Ray, 2021. "Quality Disclosure Strategy under Customer Learning Opportunities," Production and Operations Management, Production and Operations Management Society, vol. 30(4), pages 1136-1153, April.
    18. Zhang, Zihao & Zhang, Mengying, 2024. "Pricing and Capacity Allocation in Opaque Selling," European Journal of Operational Research, Elsevier, vol. 318(1), pages 230-241.
    19. Yuanfang Lin & Amit Pazgal, 2016. "Hide Supremacy or Admit Inferiority—Market Entry Strategies in Response to Consumer Informational Needs," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 3(2), pages 94-103, June.
    20. Mao, Zhaofang & Liu, Wei & Feng, Bo, 2019. "Opaque distribution channels for service providers with asymmetric capacities: Posted-price mechanisms," International Journal of Production Economics, Elsevier, vol. 215(C), pages 112-120.

    More about this item

    Keywords

    ;
    ;
    ;

    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:inm:orserv:v:13:y:2021:i:2:p:53-76. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.