IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_10890.html
   My bibliography  Save this paper

Disentangling Demand and Supply of Media Bias: The Case of Newspaper Homepages

Author

Listed:
  • Tin Cheuk Leung
  • Koleman Strumpf

Abstract

In this study, we propose a novel approach to detect supply-side media bias, independent of external factors like ownership or editors’ ideological leanings. Analyzing over 100,000 articles from The New York Times (NYT) and The Wall Street Journal (WSJ), complemented by data from 22 million tweets, we assess the factors influencing article duration on their digital homepages. By flexibly controlling for demand-side preferences, we attribute extended homepage presence of ideologically slanted articles to supply-side biases. Utilizing a machine learning model, we assign “pro-Democrat” scores to articles, revealing that both tweets count and ideological orientation significantly impact homepage longevity. Our findings show that liberal articles tend to remain longer on the NYT homepage, while conservative ones persist on the WSJ. Further analysis into articles’ transition to print and podcasts suggests that increased competition may reduce media bias, indicating a potential direction for future theoretical exploration.

Suggested Citation

  • Tin Cheuk Leung & Koleman Strumpf, 2024. "Disentangling Demand and Supply of Media Bias: The Case of Newspaper Homepages," CESifo Working Paper Series 10890, CESifo.
  • Handle: RePEc:ces:ceswps:_10890
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp10890.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Alexandre de Cornière & Greg Taylor, 2019. "A model of biased intermediation," RAND Journal of Economics, RAND Corporation, vol. 50(4), pages 854-882, December.
    2. Joan Calzada & Ricard Gil, 2020. "What Do News Aggregators Do? Evidence from Google News in Spain and Germany," Marketing Science, INFORMS, vol. 39(1), pages 134-167, January.
    3. Matthew Gentzkow & Edward L. Glaeser & Claudia Goldin, 2006. "The Rise of the Fourth Estate. How Newspapers Became Informative and Why It Mattered," NBER Chapters, in: Corruption and Reform: Lessons from America's Economic History, pages 187-230, National Bureau of Economic Research, Inc.
    4. Shapiro, Jesse M., 2016. "Special interests and the media: Theory and an application to climate change," Journal of Public Economics, Elsevier, vol. 144(C), pages 91-108.
    5. Julia Cagé & Moritz Hengel & Nicolas Hervé & Camille Urvoy, 2022. "Hosting Media Bias: Evidence from the Universe of French Broadcasts, 2002-2020," SciencePo Working papers Main hal-03878119, HAL.
    6. Hagiu, Andrei & Jullien, Bruno, 2014. "Search diversion and platform competition," International Journal of Industrial Organization, Elsevier, vol. 33(C), pages 48-60.
    7. Baron, David P., 2006. "Persistent media bias," Journal of Public Economics, Elsevier, vol. 90(1-2), pages 1-36, January.
    8. Hunt Allcott & Matthew Gentzkow, 2017. "Social Media and Fake News in the 2016 Election," NBER Working Papers 23089, National Bureau of Economic Research, Inc.
    9. Aguiar, Luis & Waldfogel, Joel & Waldfogel, Sarah, 2021. "Playlisting favorites: Measuring platform bias in the music industry," International Journal of Industrial Organization, Elsevier, vol. 78(C).
    10. Imke Reimers & Joel Waldfogel, 2023. "A Framework for Detection, Measurement, and Welfare Analysis of Platform Bias," NBER Working Papers 31766, National Bureau of Economic Research, Inc.
    11. Hunt Allcott & Matthew Gentzkow, 2017. "Social Media and Fake News in the 2016 Election," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 211-236, Spring.
    12. 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.
    13. Marc Bourreau & Germain Gaudin, 2022. "Streaming platform and strategic recommendation bias," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(1), pages 25-47, February.
    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. 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.
    2. Julia Cage & Nicolas Hervé & Marie-Luce Viaud, 2017. "The Production of Information in an Online World: Is Copy Right?," Working Papers hal-03393171, HAL.
    3. Germano, Fabrizio & Sobbrio, Francesco, 2020. "Opinion dynamics via search engines (and other algorithmic gatekeepers)," Journal of Public Economics, Elsevier, vol. 187(C).
    4. Cagé, Julia, 2017. "Media Competition, Information Provision and Political Participation: Evidence from French Local Newspapers and Elections, 1944," CEPR Discussion Papers 12198, C.E.P.R. Discussion Papers.
    5. repec:hal:spmain:info:hdl:2441/7jk88md0ar9hga662p2vjjq4kc is not listed on IDEAS
    6. Joan Calzada & Nestor Duch-Brown & Ricard Gil, 2021. "Do search engines increase concentration in media markets?," UB School of Economics Working Papers 2021/415, University of Barcelona School of Economics.
    7. repec:hal:spmain:info:hdl:2441/3tcpvf3sd399op9sgtn8tq5bhd is not listed on IDEAS
    8. Bertin Martens & Luis Aguiar & Estrella Gomez Herrera & Frank Muller, 2018. "The digital transformation of news media and the rise of disinformation and fake news," JRC Working Papers on Digital Economy 2018-02, Joint Research Centre.
    9. Cagé, Julia, 2020. "Media competition, information provision and political participation: Evidence from French local newspapers and elections, 1944–2014," Journal of Public Economics, Elsevier, vol. 185(C).
    10. repec:hal:wpspec:info:hdl:2441/3tcpvf3sd399op9sgtn8tq5bhd is not listed on IDEAS
    11. Julia Cage, 2017. "Media Competition, Information Provision and Political Participation: Evidence from French Local Newspapers and Elections, 1944-2014," SciencePo Working papers Main hal-03393164, HAL.
    12. Hui Song, 2021. "Prominence of store-brand products in an electronic platform," Journal of Economics, Springer, vol. 133(1), pages 47-83, June.
    13. Grossman, Gene M. & Helpman, Elhanan, 2023. "Electoral competition with fake news," European Journal of Political Economy, Elsevier, vol. 77(C).
    14. Edmond, Chris & Lu, Yang K., 2021. "Creating confusion," Journal of Economic Theory, Elsevier, vol. 191(C).
    15. Julia Cage, 2017. "Media Competition, Information Provision and Political Participation: Evidence from French Local Newspapers and Elections, 1944-2014," SciencePo Working papers hal-03393164, HAL.
    16. Gambato, Jacopo & Sandrini, Luca, 2023. "Not as good as it used to be: Do streaming platforms penalize quality?," ZEW Discussion Papers 23-032, ZEW - Leibniz Centre for European Economic Research.
    17. Hakobyana, Zaruhi & Koulovatianos, Christos, 2019. "Populism and polarization in social media without fake news: The vicious circle of biases, beliefs and network homophily," CFS Working Paper Series 626, Center for Financial Studies (CFS).
    18. Ascensión Andina-Díaz & José A. García-Martínez & Antonio Parravano, 2019. "The market for scoops: a dynamic approach," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 10(2), pages 175-206, June.
    19. Aridor, Guy & Gonçalves, Duarte, 2022. "Recommenders’ originals: The welfare effects of the dual role of platforms as producers and recommender systems," International Journal of Industrial Organization, Elsevier, vol. 83(C).
    20. Sylvain Dejean & Marianne Lumeau & Stéphanie Peltier, 2021. "Partisan selective exposure in news consumption," Working Papers hal-03295625, HAL.
    21. repec:hal:spmain:info:hdl:2441/478a1feno18otpdr60lclo4fuq is not listed on IDEAS
    22. repec:hal:spmain:info:hdl:2441/1ikqf7qv0m8h7q6lmc4ng73ueq is not listed on IDEAS
    23. repec:hal:spmain:info:hdl:2441/38tbdqmgvf8f9amamb132hea9b is not listed on IDEAS
    24. Miura, Shintaro, 2019. "Manipulated news model: Electoral competition and mass media," Games and Economic Behavior, Elsevier, vol. 113(C), pages 306-338.
    25. Andrey Simonov & Szymon Sacher & Jean-Pierre Dubé & Shirsho Biswas, 2022. "Frontiers: The Persuasive Effect of Fox News: Noncompliance with Social Distancing During the COVID-19 Pandemic," Marketing Science, INFORMS, vol. 41(2), pages 230-242, March.
    26. Julia Cage & Nicolas Hervé & Marie-Luce Viaud, 2017. "The Production of Information in an Online World: Is Copy Right?," Working Papers hal-03393171, HAL.

    More about this item

    Keywords

    media bias; media economics; social media; machine learning;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • L82 - Industrial Organization - - Industry Studies: Services - - - Entertainment; Media

    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:_10890. 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.