IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v61y2015i4p898-914.html
   My bibliography  Save this article

Differentiation with User-Generated Content

Author

Listed:
  • Kaifu Zhang

    (Cheung Kong Graduate School of Business, 100738 Beijing, China)

  • Miklos Sarvary

    (Columbia Business School, New York, New York 10027)

Abstract

This paper studies competition between firms whose “products” (content) are generated by their customers (users). Video sharing sites, social networks, online games, etc. all rely heavily on user-generated content and have been growing significantly in the last decade. We model a Hotelling style market in which consumers have heterogeneous tastes along a circular city. In a first step, we consider two ex ante identical firms whose offerings entirely depend on user-generated content. Consumers contribute content to the firm they join and benefit from the content provided by the others, their valuation being higher the closer the content contributor is to the content consumer (i.e., there are local network effects). In such a setting, we show that ex ante identical firms can acquire differentiated market positions that spontaneously emerge from user-generated content. Moreover, such differentiation may take interesting patterns, wherein a firm simultaneously attracts multiple distinct consumer segments that are isolated from each other. Greater segregation, measured by the number of disjoint segments in each platform, reduces consumer valuation for content, but interestingly, it intensifies firm competition. We show that this insight can help us refine the set of possible equilibria. In a second step, we consider firms that explicitly differentiate their offerings by generating some content on their own. We show that user-generated content may strengthen or defeat firms' intended positioning (i.e., firms attract consumers located opposite to their chosen positions) and consumer surplus may be higher in the latter case. Finally, we allow multihoming by consumers and show that the previous equilibrium patterns remain valid, but in most equilibria, a subset of consumers (located between rival firms' core clienteles) are multihomers. More multihoming consumers imply reduced differentiation and higher degree of platform competition. We relate these findings to anecdotal evidence and explore their strategic implications for competing firms relying on user-generated content. This paper was accepted by J. Miguel Villas-Boas, marketing .

Suggested Citation

  • Kaifu Zhang & Miklos Sarvary, 2015. "Differentiation with User-Generated Content," Management Science, INFORMS, vol. 61(4), pages 898-914, April.
  • Handle: RePEc:inm:ormnsc:v:61:y:2015:i:4:p:898-914
    DOI: 10.1287/mnsc.2014.1907
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2014.1907
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2014.1907?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. Dmitri Kuksov, 2007. "Brand Value in Social Interaction," Management Science, INFORMS, vol. 53(10), pages 1634-1644, October.
    2. John C. Harsanyi & Reinhard Selten, 1988. "A General Theory of Equilibrium Selection in Games," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262582384, April.
    3. Yuxin Chen & Jinhong Xie, 2007. "Cross-Market Network Effect with Asymmetric Customer Loyalty: Implications for Competitive Advantage," Marketing Science, INFORMS, vol. 26(1), pages 52-66, 01-02.
    4. Baohong Sun & Jinhong Xie & H. Henry Cao, 2004. "Product Strategy for Innovators in Markets with Network Effects," Marketing Science, INFORMS, vol. 23(2), pages 243-254, October.
    5. de Frutos, M. A. & Hamoudi, H. & Jarque, X., 1999. "Equilibrium existence in the circle model with linear quadratic transport cost," Regional Science and Urban Economics, Elsevier, vol. 29(5), pages 605-615, September.
    6. Kenneth C. Wilbur, 2008. "A Two-Sided, Empirical Model of Television Advertising and Viewing Markets," Marketing Science, INFORMS, vol. 27(3), pages 356-378, 05-06.
    7. Sha Yang & Mantian (Mandy) Hu & Russell S. Winer & Henry Assael & Xiaohong Chen, 2012. "An Empirical Study of Word-of-Mouth Generation and Consumption," Marketing Science, INFORMS, vol. 31(6), pages 952-963, November.
    8. Elie Ofek & Miklos Sarvary, 2001. "Leveraging the Customer Base: Creating Competitive Advantage Through Knowledge Management," Management Science, INFORMS, vol. 47(11), pages 1441-1456, November.
    9. Kandori, Michihiro & Mailath, George J & Rob, Rafael, 1993. "Learning, Mutation, and Long Run Equilibria in Games," Econometrica, Econometric Society, vol. 61(1), pages 29-56, January.
    10. Simon P. Anderson & Joshua S. Gans, 2011. "Platform Siphoning: Ad-Avoidance and Media Content," American Economic Journal: Microeconomics, American Economic Association, vol. 3(4), pages 1-34, November.
    11. Banerji, A. & Dutta, Bhaskar, 2009. "Local network externalities and market segmentation," International Journal of Industrial Organization, Elsevier, vol. 27(5), pages 605-614, September.
    12. Simon P. Anderson & Stephen Coate, 2005. "Market Provision of Broadcasting: A Welfare Analysis," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 947-972.
    13. Anthony Dukes & Esther Gal–Or, 2003. "Negotiations and Exclusivity Contracts for Advertising," Marketing Science, INFORMS, vol. 22(2), pages 222-245, November.
    14. Catherine Tucker & Juanjuan Zhang, 2010. "Growing Two-Sided Networks by Advertising the User Base: A Field Experiment," Marketing Science, INFORMS, vol. 29(5), pages 805-814, 09-10.
    15. Chrysanthos Dellarocas & Zsolt Katona & William Rand, 2013. "Media, Aggregators, and the Link Economy: Strategic Hyperlink Formation in Content Networks," Management Science, INFORMS, vol. 59(10), pages 2360-2379, October.
    16. Jean J. Gabszewicz & Didier Laussel & Nathalie Sonnac, 2004. "Programming and Advertising Competition in the Broadcasting Industry," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 13(4), pages 657-669, December.
    17. Katz, Michael L & Shapiro, Carl, 1985. "Network Externalities, Competition, and Compatibility," American Economic Review, American Economic Association, vol. 75(3), pages 424-440, June.
    18. Driskill, Robert, 2006. "Multiple equilibria in dynamic rational expectations models: A critical review," European Economic Review, Elsevier, vol. 50(1), pages 171-210, January.
    19. Evans, George W., 1986. "Selection criteria for models with non-uniqueness," Journal of Monetary Economics, Elsevier, vol. 18(2), pages 147-157, September.
    20. Michael R. Baye & John Morgan, 2001. "Information Gatekeepers on the Internet and the Competitiveness of Homogeneous Product Markets," American Economic Review, American Economic Association, vol. 91(3), pages 454-474, June.
    21. Jean‐Charles Rochet & Jean Tirole, 2006. "Two‐sided markets: a progress report," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 645-667, September.
    22. Goldenberg, Jacob & Libai, Barak & Muller, Eitan, 2010. "The chilling effects of network externalities," International Journal of Research in Marketing, Elsevier, vol. 27(1), pages 4-15.
    23. Robert Zeithammer & Raphael Thomadsen, 2013. "Vertical Differentiation with Variety-Seeking Consumers," Management Science, INFORMS, vol. 59(2), pages 390-401, August.
    24. Katz, Michael L & Shapiro, Carl, 1986. "Technology Adoption in the Presence of Network Externalities," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 822-841, August.
    25. Steven C. Salop, 1979. "Monopolistic Competition with Outside Goods," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 141-156, Spring.
    26. Anindya Ghose & Sang Pil Han, 2011. "An Empirical Analysis of User Content Generation and Usage Behavior on the Mobile Internet," Management Science, INFORMS, vol. 57(9), pages 1671-1691, September.
    27. Olivier Toubia & Andrew T. Stephen, 2013. "Intrinsic vs. Image-Related Utility in Social Media: Why Do People Contribute Content to Twitter?," Marketing Science, INFORMS, vol. 32(3), pages 368-392, May.
    28. Chrysanthos Dellarocas & Zsolt Katona & William Rand, 2010. "Media, Aggregators and the Link Economy: Strategic Hyperlink Formation in Content Networks," Working Papers 10-13, NET Institute.
    29. Jinhong Xie & Marvin Sirbu, 1995. "Price Competition and Compatibility in the Presence of Positive Demand Externalities," Management Science, INFORMS, vol. 41(5), pages 909-926, May.
    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. Li, Feng & Du, Timon Chih-ting & Wei, Ying, 2019. "Offensive pricing strategies for online platforms," International Journal of Production Economics, Elsevier, vol. 216(C), pages 287-304.
    2. Liang Chen & Noman Shaheer & Jingtao Yi & Sali Li, 2019. "The international penetration of ibusiness firms: Network effects, liabilities of outsidership and country clout," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(2), pages 172-192, March.
    3. Shaheer, Noman & Chen, Yu & Kim, Hoik & Li, Sali, 2024. "Disguise or disclose? How identities of individual entrepreneurs on digital platforms influence their international success," Journal of International Management, Elsevier, vol. 30(2).
    4. Caixia Hao & Lei Yang, 2024. "Fission marketing on social media platforms with consumer sentiment considerations," Electronic Commerce Research, Springer, vol. 24(3), pages 2143-2173, September.
    5. Sousa Prado, Tiago, 2023. "Assessment of market power in digital markets: Conceptual framework and empirical strategy," 32nd European Regional ITS Conference, Madrid 2023: Realising the digital decade in the European Union – Easier said than done? 278014, International Telecommunications Society (ITS).
    6. Yi Liu & Pinar Yildirim & Z. John Zhang, 2022. "Implications of Revenue Models and Technology for Content Moderation Strategies," Marketing Science, INFORMS, vol. 41(4), pages 831-847, July.
    7. Ganesh Iyer & Zsolt Katona, 2016. "Competing for Attention in Social Communication Markets," Management Science, INFORMS, vol. 62(8), pages 2304-2320, August.
    8. Andreas J. Steur & Mischa Seiter, 2021. "Properties of feedback mechanisms on digital platforms: an exploratory study," Journal of Business Economics, Springer, vol. 91(4), pages 479-526, May.
    9. Prado, Tiago S., 2021. "Assessing the Market Power of Digital Platforms," 23rd ITS Biennial Conference, Online Conference / Gothenburg 2021. Digital societies and industrial transformations: Policies, markets, and technologies in a post-Covid world 238048, International Telecommunications Society (ITS).
    10. Liang Chen & Sali Li & Jiang Wei & Yang Yang, 2022. "Externalization in the platform economy: Social platforms and institutions," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(8), pages 1805-1816, October.
    11. Xin Geng & Xiaomeng Guo & Guang Xiao, 2022. "Impact of Social Interactions on Duopoly Competition with Quality Considerations," Management Science, INFORMS, vol. 68(2), pages 941-959, February.
    12. Jiatao Li & Liang Chen & Jingtao Yi & Jiye Mao & Jianwen Liao, 2019. "Ecosystem-specific advantages in international digital commerce," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(9), pages 1448-1463, December.
    13. Pankaj Kumar & Swanand J. Deodhar & Srilata Zaheer, 2023. "Cognitive sources of liability of foreignness in crowdsourcing creative work," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 54(4), pages 686-716, June.
    14. Song, Yang & Fan, Tijun & Tang, Yuewu & Xu, Chang, 2021. "Omni-channel strategies for fresh produce with extra losses in-store," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 148(C).
    15. Yi Liu & Pinar Yildirim & Z. John Zhang, 2021. "Social Media, Content Moderation, and Technology," Papers 2101.04618, arXiv.org, revised Jan 2021.

    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. Doh-Shin Jeon & Nikrooz Nasr, 2016. "News Aggregators and Competition among Newspapers on the Internet," American Economic Journal: Microeconomics, American Economic Association, vol. 8(4), pages 91-114, November.
    3. Anderson, Simon P. & Peitz, Martin, 2020. "Media see-saws: Winners and losers in platform markets," Journal of Economic Theory, Elsevier, vol. 186(C).
    4. Alexei Parakhonyak & Nick Vikander, 2019. "Optimal Sales Schemes for Network Goods," Management Science, INFORMS, vol. 65(2), pages 819-841, February.
    5. Tingting He & Dmitri Kuksov & Chakravarthi Narasimhan, 2012. "Intraconnectivity and Interconnectivity: When Value Creation May Reduce Profits," Marketing Science, INFORMS, vol. 31(4), pages 587-602, July.
    6. Simon P. Anderson & Bruno Jullien, 2015. "The advertising-financed business model in two-sided media markets," Post-Print hal-02866192, HAL.
    7. Qi Wang & Huazhong Zhao & Jinhong Xie, 2016. "Intra-Standard Competition: The Joint Impact of an Installed-User Base and a Supporting-Firm Base in Markets with Network Effects," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 3(3), pages 159-174, December.
    8. Xin Geng & Xiaomeng Guo & Guang Xiao, 2022. "Impact of Social Interactions on Duopoly Competition with Quality Considerations," Management Science, INFORMS, vol. 68(2), pages 941-959, February.
    9. Behringer, Stefan & Filistrucchi, Lapo, 2015. "Hotelling competition and political differentiation with more than two newspapers," Information Economics and Policy, Elsevier, vol. 30(C), pages 36-49.
    10. Federico Boffa & Lapo Filistrucchi, 2014. "Optimal Cartel Prices in Two-Sided Markets Access," Working Papers 14-19, NET Institute.
    11. Reisinger, Markus, 2012. "Platform competition for advertisers and users in media markets," International Journal of Industrial Organization, Elsevier, vol. 30(2), pages 243-252.
    12. Calvano, Emilio & Polo, Michele, 2021. "Market power, competition and innovation in digital markets: A survey," Information Economics and Policy, Elsevier, vol. 54(C).
    13. Hans Jarle Kind & Tore Nilssen & Lars Sørgard, 2009. "Business Models for Media Firms: Does Competition Matter for How They Raise Revenue?," Marketing Science, INFORMS, vol. 28(6), pages 1112-1128, 11-12.
    14. Peitz, Martin & Reisinger, Markus, 2014. "The Economics of Internet Media," Working Papers 14-23, University of Mannheim, Department of Economics.
    15. Hung-Ken Chien & C. Y. Cyrus Chu, 2008. "Sale or Lease? Durable-Goods Monopoly with Network Effects," Marketing Science, INFORMS, vol. 27(6), pages 1012-1019, 11-12.
    16. Alexandre de Corniere, 2013. "Search Advertising," Economics Series Working Papers 649, University of Oxford, Department of Economics.
    17. Prabirendra Chatterjee & Bo Zhou, 2021. "Sponsored Content Advertising in a Two-Sided Market," Management Science, INFORMS, vol. 67(12), pages 7560-7574, December.
    18. Attila Ambrus & Emilio Calvano & Markus Reisinger, 2016. "Either or Both Competition: A "Two-Sided" Theory of Advertising with Overlapping Viewerships," American Economic Journal: Microeconomics, American Economic Association, vol. 8(3), pages 189-222, August.
    19. Weeds, Helen, 2012. "Advertising and the Distribution of Content," CEPR Discussion Papers 9079, C.E.P.R. Discussion Papers.
    20. Marco Antonielli & Lapo Filistrucchi, 2011. "Collusion and the political differentiation of newspapers," Working Papers 11-26, NET Institute, revised Nov 2011.

    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:ormnsc:v:61:y:2015:i:4:p:898-914. 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.