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Advertising and Content Differentiation: Evidence from YouTube

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  • Anna Kerkhof

Abstract

Many media outlets depend on advertising revenue to finance their operations, but the effect of advertising on media outlets’ content choice is largely unexplored. This paper exploits two institutional features from YouTube to show that an exogenous increase in advertising quantity induces YouTubers to differentiate their video content from their competitors. A plausible mechanism is that YouTubers avoid competition: Viewers typically perceive advertising as a nuisance and therefore as an implicit price they have to pay; thus, they could switch to a competitor if a YouTuber increased her advertising quantity. This is less likely, however, if the YouTuber differentiates her content from the mainstream and moves to a niche.

Suggested Citation

  • Anna Kerkhof, 2020. "Advertising and Content Differentiation: Evidence from YouTube," CESifo Working Paper Series 8697, CESifo.
  • Handle: RePEc:ces:ceswps:_8697
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    1. Erik Brynjolfsson & Yu (Jeffrey) Hu & Michael D. Smith, 2003. "Consumer Surplus in the Digital Economy: Estimating the Value of Increased Product Variety at Online Booksellers," Management Science, INFORMS, vol. 49(11), pages 1580-1596, November.
    2. Jean Tirole, 1988. "The Theory of Industrial Organization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262200716, December.
    3. Dina Mayzlin & Yaniv Dover & Judith Chevalier, 2014. "Promotional Reviews: An Empirical Investigation of Online Review Manipulation," American Economic Review, American Economic Association, vol. 104(8), pages 2421-2455, August.
    4. Ronald H. Coase, 2022. "The Market for Goods and the Market for Ideas," Econ Journal Watch, Econ Journal Watch, vol. 19(1), pages 166–175-1, March.
    5. Avi Goldfarb & Catherine Tucker, 2019. "Digital Economics," Journal of Economic Literature, American Economic Association, vol. 57(1), pages 3-43, March.
    6. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    7. Simon P. Anderson & Bruno Jullien, 2015. "The advertising-financed business model in two-sided media markets," Post-Print hal-02866192, HAL.
    8. Michael Anderson & Jeremy Magruder, 2012. "Learning from the Crowd: Regression Discontinuity Estimates of the Effects of an Online Review Database," Economic Journal, Royal Economic Society, vol. 122(563), pages 957-989, September.
    9. Erik Brynjolfsson & Yu (Jeffrey) Hu & Duncan Simester, 2011. "Goodbye Pareto Principle, Hello Long Tail: The Effect of Search Costs on the Concentration of Product Sales," Management Science, INFORMS, vol. 57(8), pages 1373-1386, August.
    10. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    11. Bourreau, Marc, 2003. "Mimicking vs. counter-programming strategies for television programs," Information Economics and Policy, Elsevier, vol. 15(1), pages 35-54, March.
    12. Numan, Wieteke & Willekens, Marleen, 2012. "An empirical test of spatial competition in the audit market," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 450-465.
    13. Jack H. Beebe, 1977. "Institutional Structure and Program Choices in Television Markets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 91(1), pages 15-37.
    14. 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.
    15. Robert Seamans & Feng Zhu, 2014. "Responses to Entry in Multi-Sided Markets: The Impact of Craigslist on Local Newspapers," Management Science, INFORMS, vol. 60(2), pages 476-493, February.
    16. Monic Sun & Feng Zhu, 2013. "Ad Revenue and Content Commercialization: Evidence from Blogs," Management Science, INFORMS, vol. 59(10), pages 2314-2331, October.
    17. Avner Shaked & John Sutton, 1982. "Relaxing Price Competition Through Product Differentiation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(1), pages 3-13.
    18. Anthony Downs, 1957. "An Economic Theory of Political Action in a Democracy," Journal of Political Economy, University of Chicago Press, vol. 65, pages 135-135.
    19. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    20. Janet S. Netz & Beck A. Taylor, 2002. "Maximum Or Minimum Differentiation? Location Patterns Of Retail Outlets," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 162-175, February.
    21. Wang Zhongmin, 2010. "Anonymity, Social Image, and the Competition for Volunteers: A Case Study of the Online Market for Reviews," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-35, May.
    22. Peter O. Steiner, 1952. "Program Patterns and Preferences, and the Workability of Competition in Radio Broadcasting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 66(2), pages 194-223.
    23. Xiaoquan (Michael) Zhang & Feng Zhu, 2011. "Group Size and Incentives to Contribute: A Natural Experiment at Chinese Wikipedia," American Economic Review, American Economic Association, vol. 101(4), pages 1601-1615, June.
    24. Anderson, Simon & Waldfogel, Joel, 2015. "Preference Externalities in Media Markets," CEPR Discussion Papers 10835, C.E.P.R. Discussion Papers.
    25. Economides, Nicholas, 1984. "The principle of minimum differentiation revisited," European Economic Review, Elsevier, vol. 24(3), pages 345-368, April.
    26. Unknown, 1986. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 1(4), pages 1-9.
    27. Robert M. Bond & Christopher J. Fariss & Jason J. Jones & Adam D. I. Kramer & Cameron Marlow & Jaime E. Settle & James H. Fowler, 2012. "A 61-million-person experiment in social influence and political mobilization," Nature, Nature, vol. 489(7415), pages 295-298, September.
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    1. Guy Aridor & Rafael Jiménez-Durán & Ro'ee Levy & Lena Song, 2024. "The Economics of Social Media," CESifo Working Paper Series 10934, CESifo.

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    More about this item

    Keywords

    advertising; content differentiation; economics of digitization; horizontal product differentiation; long tail; media diversity; user-generated content; YouTube;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L15 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Information and Product Quality
    • L82 - Industrial Organization - - Industry Studies: Services - - - Entertainment; Media
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software

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