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Compensating Online Content Producers: A Theoretical Analysis

Author

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  • Sanjay Jain

    (Naveen Jindal School of Management, University of Texas at Dallas, Richardson, Texas 75080)

  • Kun Qian

    (Naveen Jindal School of Management, University of Texas at Dallas, Richardson, Texas 75080)

Abstract

The digital content industry is rapidly growing, and many platforms host a vast amount of content that is produced by independent producers. A major source of revenue for these platforms is advertising. However, advertising revenue depends on the number of active customers who visit the platform and enjoy content created by content producers. Therefore, major platforms provide incentives for content producers to encourage high-quality content creation. A commonly used incentive is ad revenue sharing. In this paper, we study how such sharing incentives are affected by the nature of competition among various producers, the size of customer base, and the type of customers. We also examine the implications for profits and welfare and extend the analysis to consider the case when the platform allows consumers to directly donate to the producers. Our results show that increased producer competition can lead to higher compensation for the producers, higher content quality, and higher producers’ profits. We also show that allowing consumers to donate to producers can lead to a higher commission rate and better-quality content. However, increased consumer generosity may lead to lower profits for content producers. In addition, we find that asymmetry among producers can sometimes benefit the platform.

Suggested Citation

  • Sanjay Jain & Kun Qian, 2021. "Compensating Online Content Producers: A Theoretical Analysis," Management Science, INFORMS, vol. 67(11), pages 7075-7090, November.
  • Handle: RePEc:inm:ormnsc:v:67:y:2021:i:11:p:7075-7090
    DOI: 10.1287/mnsc.2020.3862
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    References listed on IDEAS

    as
    1. Harish Guda & Upender Subramanian, 2019. "Your Uber Is Arriving: Managing On-Demand Workers Through Surge Pricing, Forecast Communication, and Worker Incentives," Management Science, INFORMS, vol. 67(5), pages 1995-2014, May.
    2. Ernst Fehr & Klaus M. Schmidt, 1999. "A Theory of Fairness, Competition, and Cooperation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 817-868.
    3. 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.
    4. Dmitri Kuksov & Chenxi Liao, 2019. "Opinion Leaders and Product Variety," Marketing Science, INFORMS, vol. 38(5), pages 812-834, September.
    5. Armin Falk & Ernst Fehr & Urs Fischbacher, "undated". "Appropriating the Commons - A Theoretical Explanation," IEW - Working Papers 055, Institute for Empirical Research in Economics - University of Zurich.
    6. Sanjay Jain, 2012. "Self-Control and Incentives: An Analysis of Multiperiod Quota Plans," Marketing Science, INFORMS, vol. 31(5), pages 855-869, September.
    7. 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.
    8. Gary Charness & Matthew Rabin, 2002. "Understanding Social Preferences with Simple Tests," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(3), pages 817-869.
    9. Klaus M. Schmidt & Martin Spann & Robert Zeithammer, 2015. "Pay What You Want as a Marketing Strategy in Monopolistic and Competitive Markets," Management Science, INFORMS, vol. 61(6), pages 1217-1236, June.
    10. Katz, Michael L & Shapiro, Carl, 1985. "Network Externalities, Competition, and Compatibility," American Economic Review, American Economic Association, vol. 75(3), pages 424-440, June.
    11. Enders, Albrecht & Hungenberg, Harald & Denker, Hans-Peter & Mauch, Sebastian, 2008. "The long tail of social networking.: Revenue models of social networking sites," European Management Journal, Elsevier, vol. 26(3), pages 199-211, June.
    12. David K. Levine, 1998. "Modeling Altruism and Spitefulness in Experiment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(3), pages 593-622, July.
    13. Fehr, Ernst & Schmidt, Klaus M., 2006. "The Economics of Fairness, Reciprocity and Altruism - Experimental Evidence and New Theories," Handbook on the Economics of Giving, Reciprocity and Altruism, in: S. Kolm & Jean Mercier Ythier (ed.), Handbook of the Economics of Giving, Altruism and Reciprocity, edition 1, volume 1, chapter 8, pages 615-691, Elsevier.
    14. Wilfred Amaldoss & Jinzhao Du & Woochoel Shin, 2021. "Media Platforms’ Content Provision Strategies and Sources of Profits," Decision Analysis, INFORMS, vol. 40(3), pages 527-547, May-June.
    15. Ajay Kalra & Mengze Shi & Kannan Srinivasan, 2003. "Salesforce Compensation Scheme and Consumer Inferences," Management Science, INFORMS, vol. 49(5), pages 655-672, May.
    16. Tony Haitao Cui & Jagmohan S. Raju & Z. John Zhang, 2007. "Fairness and Channel Coordination," Management Science, INFORMS, vol. 53(8), pages 1303-1314, August.
    17. Ajay Kalra & Mengze Shi, 2001. "Designing Optimal Sales Contests: A Theoretical Perspective," Marketing Science, INFORMS, vol. 20(2), pages 170-193, December.
    18. Mark Armstrong, 2006. "Competition in two‐sided markets," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 668-691, September.
    19. Ofer Azar, 2009. "Incentives and service quality in the restaurant industry: the tipping-service puzzle," Applied Economics, Taylor & Francis Journals, vol. 41(15), pages 1917-1927.
    20. Kohler, Stefan, 2011. "Altruism and fairness in experimental decisions," Journal of Economic Behavior & Organization, Elsevier, vol. 80(1), pages 101-109.
    21. Yong Liu & Daniel S. Putler & Charles B. Weinberg, 2004. "Is Having More Channels Really Better? A Model of Competition Among Commercial Television Broadcasters," Marketing Science, INFORMS, vol. 23(1), pages 120-133, July.
    22. Amiya K. Basu & Rajiv Lal & V. Srinivasan & Richard Staelin, 1985. "Salesforce Compensation Plans: An Agency Theoretic Perspective," Marketing Science, INFORMS, vol. 4(4), pages 267-291.
    23. Ram C. Rao, 1990. "Compensating Heterogeneous Salesforces: Some Explicit Solutions," Marketing Science, INFORMS, vol. 9(4), pages 319-341.
    24. Steven C. Salop, 1979. "Monopolistic Competition with Outside Goods," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 141-156, Spring.
    25. Ross, Stephen A, 1973. "The Economic Theory of Agency: The Principal's Problem," American Economic Review, American Economic Association, vol. 63(2), pages 134-139, May.
    26. S. Sriram & Puneet Manchanda & Mercedes Bravo & Junhong Chu & Liye Ma & Minjae Song & Scott Shriver & Upender Subramanian, 2015. "Platforms: a multiplicity of research opportunities," Marketing Letters, Springer, vol. 26(2), pages 141-152, June.
    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. Rajiv Lal & V. Srinivasan, 1993. "Compensation Plans for Single- and Multi-Product Salesforces: An Application of the Holmstrom-Milgrom Model," Management Science, INFORMS, vol. 39(7), pages 777-793, July.
    29. Monic Sun & Feng Zhu, 2013. "Ad Revenue and Content Commercialization: Evidence from Blogs," Management Science, INFORMS, vol. 59(10), pages 2314-2331, October.
    30. James Andreoni & John Miller, 2002. "Giving According to GARP: An Experimental Test of the Consistency of Preferences for Altruism," Econometrica, Econometric Society, vol. 70(2), pages 737-753, March.
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    1. Cai, Yajun & Wu, Yibin & Xue, Weili, 2024. "Social media retailing in the creator economy," Omega, Elsevier, vol. 124(C).
    2. Wilfred Amaldoss & Jinzhao Du & Woochoel Shin, 2024. "Pricing Strategy of Competing Media Platforms," Marketing Science, INFORMS, vol. 43(3), pages 488-505, May.
    3. Hemant K. Bhargava, 2022. "The Creator Economy: Managing Ecosystem Supply, Revenue Sharing, and Platform Design," Management Science, INFORMS, vol. 68(7), pages 5233-5251, July.
    4. Song, Haiqing & Wang, Rui & Tang, Yanli, 2024. "Competition or cooperation: Strategy analysis for a social commerce platform," European Journal of Operational Research, Elsevier, vol. 318(2), pages 560-574.
    5. Gustavo Berganti~nos & Juan D. Moreno-Ternero, 2023. "Revenue sharing at music streaming platforms," Papers 2310.11861, arXiv.org.
    6. Foerster, Manuel & Hellmann, Tim & Vega-Redondo, Fernando, 2024. "Strategic use of social media influencer marketing," UC3M Working papers. Economics 43985, Universidad Carlos III de Madrid. Departamento de Economía.
    7. He, Bo & Mirchandani, Prakash & Yang, Guang, 2023. "Offering custom products using a C2M model: Collaborating with an E-commerce platform," International Journal of Production Economics, Elsevier, vol. 262(C).

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