IDEAS home Printed from https://ideas.repec.org/p/ipt/decwpa/2018-04.html
   My bibliography  Save this paper

Platforms, Promotion, and Product Discovery: Evidence from Spotify Playlists

Author

Listed:

Abstract

Digitization has vastly increased the amount of new music produced and, because of streaming, has raised the number of songs available directly to consumers. While enhanced availability has levelled the playing eld between already-prominent and new artists, creators may now be highly dependent on platform decisions about which songs and artist to promote. With Spotify emerging as dominant major interactive music streaming platform, this paper explores the e ect of Spotify's playlists inclusion decisions on both the promotion of songs and the discovery of music by new artists. We employ four empirical strategies for measuring the impact of playlists on song success. First, we examine songs' streaming volumes before and after their addition to, and removal from, major global playlists. Second, we compare streaming volumes for songs just on, and just o , algorithmic top 50 playlists. Third, we make use of cross-country di erences in inclusion on New Music Friday lists, using song xed e ects, to explain di erences in streaming. Fourth, we develop an instrumental variables approach to explaining cross-country New Music Friday rank di erentials based on home bias. We find large and signi cant e ects: being added to Today's Top Hits, a list with 18.5 million followers during the sample period, raises streams by almost 20 million and is worth between $116,000 and $163,000. Inclusion on New Music Friday lists substantially raises the probability of song success, including for new artists.

Suggested Citation

  • Luis Aguiar & Joel Waldfogel, 2018. "Platforms, Promotion, and Product Discovery: Evidence from Spotify Playlists," JRC Working Papers on Digital Economy 2018-04, Joint Research Centre.
  • Handle: RePEc:ipt:decwpa:2018-04
    as

    Download full text from publisher

    File URL: https://publications.jrc.ec.europa.eu/repository/handle/JRC112023
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    2. Alexandre Cornière & Greg Taylor, 2014. "Integration and search engine bias," RAND Journal of Economics, RAND Corporation, vol. 45(3), pages 576-597, September.
    3. Randall Lewis & Justin M. Rao & David H. Reiley, 2015. "Measuring the Effects of Advertising: The Digital Frontier," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 191-218, National Bureau of Economic Research, Inc.
    4. Chong Ju Choi & Carla C. J. M. Millar & Caroline Y. L. Wong, 2005. "Knowledge and the State," Palgrave Macmillan Books, in: Knowledge Entanglements, chapter 0, pages 19-38, Palgrave Macmillan.
    5. Aguiar, Luis, 2017. "Let the music play? Free streaming and its effects on digital music consumption," Information Economics and Policy, Elsevier, vol. 41(C), pages 1-14.
    6. Stefano Dellavigna & Johannes Hermle, 2017. "Does Conflict of Interest Lead to Biased Coverage? Evidence from Movie Reviews," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(4), pages 1510-1550.
    7. Andrei Hagiu & Bruno Jullien, 2011. "Why do intermediaries divert search?," RAND Journal of Economics, RAND Corporation, vol. 42(2), pages 337-362, June.
    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. Marco Palomeque & Juan de-Lucio, 2024. "The Soundtrack of a Crisis: More Positive Music Preferences During Economic and Social Adversity," Journal of Happiness Studies, Springer, vol. 25(5), pages 1-24, June.
    2. Knox, George & Datta, Hannes, 2020. "Streaming Services and the Homogenization of Music Consumption," Other publications TiSEM 0e4d6202-dcc5-4834-ba93-a, Tilburg University, School of Economics and Management.
    3. Gustavo Manso, 2020. "Comment on Digitization and Its Consequences for Creative-Industry Product and Labor Markets," NBER Chapters, in: The Role of Innovation and Entrepreneurship in Economic Growth, pages 424-429, National Bureau of Economic Research, Inc.
    4. Dolata, Ulrich, 2020. "The digital transformation of the music industry. The second decade: From download to streaming," Research Contributions to Organizational Sociology and Innovation Studies, SOI Discussion Papers 2020-04, University of Stuttgart, Institute for Social Sciences, Department of Organizational Sociology and Innovation Studies.
    5. Georg Goetz & Daniel Herold & Phil-Adrian Klotz & Jan Thomas Schaefer, 2020. "Innovation, Bestsellers and Digitization - Where to Find the Needle in the Haystack?," MAGKS Papers on Economics 202012, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    6. Savelkoul, Ruben, 2020. "Superstars vs the long tail: How does music piracy affect digital song sales for different segments of the industry?," Information Economics and Policy, Elsevier, vol. 50(C).
    7. Budzinski, Oliver & Gänßle, Sophia & Lindstädt-Dreusicke, Nadine, 2021. "Data (r)evolution - The economics of algorithmic search and recommender services," Ilmenau Economics Discussion Papers 148, Ilmenau University of Technology, Institute of Economics.
    8. Marc Ivaldi & Ambre Nicolle & Frank Verboven & Jiekai Zhang, 2024. "Displacement and complementarity in the recorded music industry: evidence from France," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 48(1), pages 43-94, March.
    9. Christian Peukert, 2019. "The next wave of digital technological change and the cultural industries," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 43(2), pages 189-210, June.
    10. Luis Aguiar Wicht & Joel Waldfogel & Sarah Waldfogel, 2018. "Playlisting Favorites: Is Spotify Gender-Biased?," JRC Working Papers on Digital Economy 2018-07, Joint Research Centre.
    11. Emaad Manzoor & Nikhil Malik, 2023. "Designing Effective Music Excerpts," Papers 2309.14475, arXiv.org.
    12. Orçun Kasap & Altug Yalcintas, 2021. "Commodification 2.0: How Does Spotify Provide Its Services for Free?," Review of Radical Political Economics, Union for Radical Political Economics, vol. 53(1), pages 157-172, March.
    13. Joost Rietveld & Robert Seamans & Katia Meggiorin, 2021. "Market Orchestrators: The Effects of Certification on Platforms and Their Complementors," Strategy Science, INFORMS, vol. 6(3), pages 244-264, September.
    14. Pablo Bello & David Garcia, 2021. "Cultural Divergence in popular music: the increasing diversity of music consumption on Spotify across countries," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-8, December.
    15. Gomes, Renato & Mantovani, Andrea, 2020. "Regulating Platform Fees under Price Parity," CEPR Discussion Papers 15048, C.E.P.R. Discussion Papers.
    16. 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.
    17. Francisco Pedroche & J. Alberto Conejero, 2020. "Corrected Evolutive Kendall’s τ Coefficients for Incomplete Rankings with Ties: Application to Case of Spotify Lists," Mathematics, MDPI, vol. 8(10), pages 1-30, October.
    18. Sim, Jaeung & Park, Jea Gon & Cho, Daegon & Smith, Michael D. & Jung, Jaemin, 2022. "Bestseller lists and product discovery in the subscription-based market: Evidence from music streaming," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 550-567.
    19. Chi, Yunjia & Qing, Ping & Jin, Yong Jimmy & Yu, Jinjun & Dong, Maggie Chuoyan & Huang, Li, 2022. "Competition or spillover? Effects of platform-owner entry on provider commitment," Journal of Business Research, Elsevier, vol. 144(C), pages 627-636.
    20. Erdem Dogukan Yilmaz & Ivana Naumovska & Milan Miric, 2023. "Does imitation increase or decrease demand for an original product? Understanding the opposing effects of discovery and substitution," Strategic Management Journal, Wiley Blackwell, vol. 44(3), pages 639-671, March.

    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. Luis Aguiar & Joel Waldfogel, 2021. "Platforms, Power, and Promotion: Evidence from Spotify Playlists," Journal of Industrial Economics, Wiley Blackwell, vol. 69(3), pages 653-691, September.
    2. Fei Long & Kinshuk Jerath & Miklos Sarvary, 2022. "Designing an Online Retail Marketplace: Leveraging Information from Sponsored Advertising," Marketing Science, INFORMS, vol. 41(1), pages 115-138, January.
    3. Burguet, Roberto & Caminal, Ramon & Ellman, Matthew, 2015. "In Google we trust?," International Journal of Industrial Organization, Elsevier, vol. 39(C), pages 44-55.
    4. Alexandre de Cornière, 2016. "Search Advertising," American Economic Journal: Microeconomics, American Economic Association, vol. 8(3), pages 156-188, August.
    5. Shen, Bo & Wright, Julian, 2019. "Why (don’t) firms free ride on an intermediary’s advice?," International Journal of Industrial Organization, Elsevier, vol. 64(C), pages 27-54.
    6. Hunold, Matthias & Kesler, Reinhold & Laitenberger, Ulrich, 2018. "Hotel rankings of online travel agents, channel pricing, and consumer protection," ZEW Discussion Papers 18-059, ZEW - Leibniz Centre for European Economic Research.
    7. 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.
    8. Huang, Yangguang & Xie, Yu, 2023. "Search algorithm, repetitive information, and sales on online platforms," International Journal of Industrial Organization, Elsevier, vol. 88(C).
    9. Susan Athey & Emilio Calvano & Joshua S. Gans, 2014. "The Impact of Consumer Multi-homing on Advertising Markets and Media Competition," CSEF Working Papers 379, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy, revised 27 Apr 2016.
    10. Liran Einav & Chiara Farronato & Jonathan Levin, 2016. "Peer-to-Peer Markets," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 615-635, October.
    11. Steffen, Nico & Wiewiorra, Lukas & Kroon, Peter, 2021. "Wettbewerb und Regulierung in der Plattform- und Datenökonomie," WIK Discussion Papers 481, WIK Wissenschaftliches Institut für Infrastruktur und Kommunikationsdienste GmbH.
    12. Alaoui, Larbi & Germano, Fabrizio, 2020. "Time scarcity and the market for news," Journal of Economic Behavior & Organization, Elsevier, vol. 174(C), pages 173-195.
    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.
    14. Matthias Hunold & Reinhold Kesler & Ulrich Laitenberger, 2020. "Rankings of Online Travel Agents, Channel Pricing, and Consumer Protection," Marketing Science, INFORMS, vol. 39(1), pages 92-116, January.
    15. Jan Krämer, & Daniel Schnurr,, 2018. "Is there a need for platform neutrality regulation in the EU?," Telecommunications Policy, Elsevier, vol. 42(7), pages 514-529.
    16. Susan Athey & Emilio Calvano & Joshua Gans, 2013. "The Impact of the Internet on Advertising Markets for News Media," NBER Working Papers 19419, National Bureau of Economic Research, Inc.
    17. Beckert, Walter, 2018. "Choice in the presence of experts: The role of general practitioners in patients’ hospital choice," Journal of Health Economics, Elsevier, vol. 60(C), pages 98-117.
    18. Alexandre de Cornière & Greg Taylor, 2014. "Quality Provision in the Presence of a Biased Intermediary," Working Papers 14-06, NET Institute.
    19. García-Gallego Aurora & Georgantzís Nikolaos & Pereira Pedro & Pernías-Cerrillo José C., 2016. "Bias and Size Effects of Price-Comparison Platforms: Theory and Experimental Evidence," Review of Network Economics, De Gruyter, vol. 15(1), pages 1-34, March.
    20. Calvano, Emilio & Polo, Michele, 2021. "Market power, competition and innovation in digital markets: A survey," Information Economics and Policy, Elsevier, vol. 54(C).

    More about this item

    Keywords

    Music Streaming; Music Industry; Copyright;
    All these keywords.

    JEL classification:

    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • L82 - Industrial Organization - - Industry Studies: Services - - - Entertainment; Media
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

    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:ipt:decwpa:2018-04. 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: Publication Officer (email available below). General contact details of provider: https://edirc.repec.org/data/ipjrces.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.