IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_11169.html
   My bibliography  Save this paper

Content Moderation and Advertising in Social Media Platforms

Author

Listed:
  • Leonardo Madio
  • Martin Quinn

Abstract

We study the incentive of an ad-funded social media platform to curb the presence of unsafe content that entails reputational risk to advertisers. We identify conditions for the platform not to moderate unsafe content and demonstrate how the optimal moderation policy depends on the risk the advertisers face. The platform is likely to under-moderate unsafe content relative to the socially desirable level when both advertisers and users have congruent preferences for unsafe content and to over-moderate unsafe content when advertisers have conflicting preferences for unsafe content. Finally, to mitigate negative externalities generated by unsafe content, we study the implications of a policy that mandates binding content moderation to online platforms and how the introduction of taxes on social media activity and social media platform competition can distort the platform’s moderation strategies.

Suggested Citation

  • Leonardo Madio & Martin Quinn, 2024. "Content Moderation and Advertising in Social Media Platforms," CESifo Working Paper Series 11169, CESifo.
  • Handle: RePEc:ces:ceswps:_11169
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp11169.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hans Jarle Kind & Marko Koethenbuerger & Guttorm Schjelderup, 2010. "Tax responses in platform industries," Oxford Economic Papers, Oxford University Press, vol. 62(4), pages 764-783, October.
    2. Ron Berman & Zsolt Katona, 2020. "Curation Algorithms and Filter Bubbles in Social Networks," Marketing Science, INFORMS, vol. 39(2), pages 296-316, March.
    3. Marc Bourreau & Bernard Caillaud & Romain De Nijs, 2018. "Taxation of a digital monopoly platform," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 20(1), pages 40-51, February.
    4. Hans Jarle Kind & Guttorm Schjelderup & Frank Stähler, 2013. "Newspaper Differentiation and Investments in Journalism: The Role of Tax Policy," Economica, London School of Economics and Political Science, vol. 80(317), pages 131-148, January.
    5. Yassine Lefouili & Leonardo Madio, 2022. "The economics of platform liability," European Journal of Law and Economics, Springer, vol. 53(3), pages 319-351, June.
    6. 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.
    7. Alessandro De Chiara & Ester Manna & Antoni Rubí-Puig & Adrian Segura-Moreiras, 2021. "Efficient copyright filters for online hosting platforms," Working Papers 21-03, NET Institute.
    8. 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.
    9. Casner, Ben, 2020. "Seller curation in platforms," International Journal of Industrial Organization, Elsevier, vol. 72(C).
    10. Matthew Ellman & Fabrizio Germano, 2009. "What do the Papers Sell? A Model of Advertising and Media Bias," Economic Journal, Royal Economic Society, vol. 119(537), pages 680-704, April.
    11. Tunay I. Tunca & Qiong Wu, 2013. "Fighting Fire with Fire: Commercial Piracy and the Role of File Sharing on Copyright Protection Policy for Digital Goods," Information Systems Research, INFORMS, vol. 24(2), pages 436-453, June.
    12. Luis Abreu & Doh-Shin Jeon, 2019. "Homophily in Social Media and News Polarization," Working Papers 19-05, NET Institute.
    13. Hans Jarle Kind & Marko Koethenbuerger, 2018. "Taxation in digital media markets," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 20(1), pages 22-39, February.
    14. Luis Aguiar & Jörg Claussen & Christian Peukert, 2018. "Catch Me If You Can: Effectiveness and Consequences of Online Copyright Enforcement," Information Systems Research, INFORMS, vol. 29(3), pages 656-678, September.
    15. Mingwen Yang & Zhiqiang (Eric) Zheng & Vijay Mookerjee, 2021. "The Race for Online Reputation: Implications for Platforms, Firms, and Consumers," Information Systems Research, INFORMS, vol. 32(4), pages 1262-1280, December.
    16. Pinar Yildirim & Esther Gal-Or & Tansev Geylani, 2013. "User-Generated Content and Bias in News Media," Management Science, INFORMS, vol. 59(12), pages 2655-2666, December.
    17. Alexandre De Cornière & Miklos Sarvary, 2023. "Social media news: content bundling and news quality," Post-Print hal-04067655, HAL.
    18. 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.
    19. Alexandre de Cornière & Miklos Sarvary, 2023. "Social Media and News: Content Bundling and News Quality," Management Science, INFORMS, vol. 69(1), pages 162-178, January.
    20. Tarun Jain & Jishnu Hazra & T. C. Edwin Cheng, 2020. "Illegal Content Monitoring on Social Platforms," Production and Operations Management, Production and Operations Management Society, vol. 29(8), pages 1837-1857, August.
    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. Leonardo Madio, 2023. "Content Moderation and Advertising in Social Media Platforms," "Marco Fanno" Working Papers 0297, Dipartimento di Scienze Economiche "Marco Fanno".
    2. Armando José Garcia Pires, 2023. "Ad-Valorem Taxes, Prices and Content Diversification in the News Market," Games, MDPI, vol. 14(2), pages 1-28, March.
    3. Juan Manuel Sanchez‐Cartas & Gonzalo León, 2021. "Multisided Platforms And Markets: A Survey Of The Theoretical Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 35(2), pages 452-487, April.
    4. Alessandro De Chiara & Ester Manna & Antoni Rubí-Puig & Adrian Segura-Moreiras, 2021. "Efficient copyright filters for online hosting platforms," Working Papers 21-03, NET Institute.
    5. Sendhil Mullainathan & Andrei Shleifer, 2005. "The Market for News," American Economic Review, American Economic Association, vol. 95(4), pages 1031-1053, September.
    6. Doh-Shin Jeon & Yassine Lefouili & Leonardo Madio, 2021. "Platform Liability and Innovation," Working Papers 21-05, NET Institute.
    7. Juan Manuel Sánchez-Cartas, 2021. "Intellectual property and taxation of digital platforms," Journal of Economics, Springer, vol. 132(3), pages 197-221, April.
    8. Diego d’Andria, 2023. "Effects of an ad valorem Web Tax in a Cournot-Nash market for digital advertising," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(1), pages 20-42, February.
    9. Marco Antonielli & Lapo Filistrucchi, 2011. "Collusion and the political differentiation of newspapers," Working Papers 11-26, NET Institute, revised Nov 2011.
    10. Charles Angelucci & Julia Cagé, 2019. "Newspapers in Times of Low Advertising Revenues," American Economic Journal: Microeconomics, American Economic Association, vol. 11(3), pages 319-364, August.
    11. Yassine Lefouili & Leonardo Madio, 2022. "The economics of platform liability," European Journal of Law and Economics, Springer, vol. 53(3), pages 319-351, June.
    12. Paul Belleflamme & Eric Toulemonde, 2016. "Tax Incidence on Competing Two-Sided Platforms: Lucky Break or Double Jeopardy," CESifo Working Paper Series 5882, CESifo.
    13. Martin Peitz, 2023. "Governance and Regulation of Platforms," CRC TR 224 Discussion Paper Series crctr224_2023_480, University of Bonn and University of Mannheim, Germany.
    14. repec:hal:spmain:info:hdl:2441/4edekc99or8n2bu86nu4ua8adl is not listed on IDEAS
    15. Frank Stähler & Leander Stähler, 2022. "Copyright Protection in the Digital Single Market," CESifo Working Paper Series 9597, CESifo.
    16. 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.
    17. White, Alexander, 2013. "Search engines: Left side quality versus right side profits," International Journal of Industrial Organization, Elsevier, vol. 31(6), pages 690-701.
    18. Francis Bloch & Gabrielle Demange, 2019. "Profit-Sharing Rules and the Taxation of Multinational Internet Platforms," CESifo Working Paper Series 7818, CESifo.
    19. Francis Bloch & Gabrielle Demange, 2018. "Taxation and privacy protection on Internet platforms," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 20(1), pages 52-66, February.
    20. Francis Bloch & Gabrielle Demange, 2021. "Profit-splitting rules and the taxation of multinational digital platforms," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 28(4), pages 855-889, August.
    21. repec:spo:wpmain:info:hdl:2441/4edekc99or8n2bu86nu4ua8adl is not listed on IDEAS
    22. Frank Stähler & Leander Stähler, 2022. "Copyright Protection in the Digital Single Market: Potential Consequences for Content Platform Competition," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 61(1), pages 73-94, August.

    More about this item

    Keywords

    advertising; content moderation; social media platforms; toxic content;
    All these keywords.

    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:ces:ceswps:_11169. 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: Klaus Wohlrabe (email available below). General contact details of provider: https://edirc.repec.org/data/cesifde.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.