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The (Unfulfilled) Potential of Data Marketplaces

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  • Koutroumpis, Pantelis
  • Leiponen, Aija
  • Thomas, Llewellyn D W

Abstract

Although industrial datasets are abundant and growing daily, they are not being shared or traded openly and transparently on a large scale. We investigate the nature of data trading with a conceptual market design approach and demonstrate the importance of provenance to overcome protection and quality concerns. We consider the requirements for data marketplaces, comparing existing data marketplaces against standard market design metrics and outline both centralized and decentralized multilateral designs. We assess the benefits and potential operational features of emerging multilateral designs. We conclude with future research directions.

Suggested Citation

  • Koutroumpis, Pantelis & Leiponen, Aija & Thomas, Llewellyn D W, 2017. "The (Unfulfilled) Potential of Data Marketplaces," ETLA Working Papers 53, The Research Institute of the Finnish Economy.
  • Handle: RePEc:rif:wpaper:53
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    as
    1. Bresnahan, Timothy F. & Trajtenberg, M., 1995. "General purpose technologies 'Engines of growth'?," Journal of Econometrics, Elsevier, vol. 65(1), pages 83-108, January.
    2. Alvin E. Roth, 2009. "What Have We Learned from Market Design?," Innovation Policy and the Economy, University of Chicago Press, vol. 9(1), pages 79-112.
    3. Jonathan Wareham & Paul B. Fox & Josep Lluís Cano Giner, 2014. "Technology Ecosystem Governance," Organization Science, INFORMS, vol. 25(4), pages 1195-1215, August.
    4. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    5. Jean‐Charles Rochet & Jean Tirole, 2006. "Two‐sided markets: a progress report," RAND Journal of Economics, RAND Corporation, vol. 37(3), pages 645-667, September.
    6. Sharon Maccini & Dean Yang, 2009. "Under the Weather: Health, Schooling, and Economic Consequences of Early-Life Rainfall," American Economic Review, American Economic Association, vol. 99(3), pages 1006-1026, June.
    7. Amrit Tiwana & Benn Konsynski & Ashley A. Bush, 2010. "Research Commentary ---Platform Evolution: Coevolution of Platform Architecture, Governance, and Environmental Dynamics," Information Systems Research, INFORMS, vol. 21(4), pages 675-687, December.
    8. Anonymous, 1962. "Economic and Social Council," International Organization, Cambridge University Press, vol. 16(1), pages 195-216, January.
    9. Geoffrey G. Parker & Marshall W. Van Alstyne, 2005. "Two-Sided Network Effects: A Theory of Information Product Design," Management Science, INFORMS, vol. 51(10), pages 1494-1504, October.
    10. Thomas R. Eisenmann & Geoffrey Parker & Marshall Van Alstyne, 2009. "Opening Platforms: How, When and Why?," Chapters, in: Annabelle Gawer (ed.), Platforms, Markets and Innovation, chapter 6, Edward Elgar Publishing.
    11. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    12. Levinson, Arik, 2012. "Valuing public goods using happiness data: The case of air quality," Journal of Public Economics, Elsevier, vol. 96(9-10), pages 869-880.
    13. Eric Overby & Sandy Jap, 2009. "Electronic and Physical Market Channels: A Multiyear Investigation in a Market for Products of Uncertain Quality," Management Science, INFORMS, vol. 55(6), pages 940-957, June.
    14. Christine L. Borgman, 2012. "The conundrum of sharing research data," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(6), pages 1059-1078, June.
    15. Christine L. Borgman, 2012. "The conundrum of sharing research data," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(6), pages 1059-1078, June.
    16. Andrei Hagiu, 2006. "Pricing and Commitment by Two-Sided Platforms," RAND Journal of Economics, The RAND Corporation, vol. 37(3), pages 720-737, Autumn.
    17. Goodridge, PR & Chebli, O & Haskel, J, 2015. "Measuring activity in big data: New estimates of big data employment in the UK market sector," Working Papers 25158, Imperial College, London, Imperial College Business School.
    18. Bolt, Wilko & Tieman, Alexander F., 2008. "Heavily skewed pricing in two-sided markets," International Journal of Industrial Organization, Elsevier, vol. 26(5), pages 1250-1255, September.
    19. David Gefen & Paul A. Pavlou, 2012. "The Boundaries of Trust and Risk: The Quadratic Moderating Role of Institutional Structures," Information Systems Research, INFORMS, vol. 23(3-part-2), pages 940-959, September.
    20. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    21. Joshua S. Gans & Scott Stern, 2010. "Is there a market for ideas?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(3), pages 805-837, June.
    22. Chrysanthos Dellarocas, 2005. "Reputation Mechanism Design in Online Trading Environments with Pure Moral Hazard," Information Systems Research, INFORMS, vol. 16(2), pages 209-230, June.
    23. Antonio Moreno & Christian Terwiesch, 2014. "Doing Business with Strangers: Reputation in Online Service Marketplaces," Information Systems Research, INFORMS, vol. 25(4), pages 865-886, December.
    24. Bengt Holmstrom & Laurence Weiss, 1985. "Managerial Incentives, Investment and Aggregate Implications: Scale Effects," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(3), pages 403-425.
    25. Christian Catalini & Joshua S. Gans, 2016. "Some Simple Economics of the Blockchain," NBER Working Papers 22952, National Bureau of Economic Research, Inc.
    26. Alvin E. Roth, 2002. "The Economist as Engineer: Game Theory, Experimentation, and Computation as Tools for Design Economics," Econometrica, Econometric Society, vol. 70(4), pages 1341-1378, July.
    27. Paul A. Pavlou & Angelika Dimoka, 2006. "The Nature and Role of Feedback Text Comments in Online Marketplaces: Implications for Trust Building, Price Premiums, and Seller Differentiation," Information Systems Research, INFORMS, vol. 17(4), pages 392-414, December.
    28. Loughran, Tim & Schultz, Paul, 2004. "Weather, Stock Returns, and the Impact of Localized Trading Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(2), pages 343-364, June.
    29. Anonymous, 1962. "Economic and Social Council," International Organization, Cambridge University Press, vol. 16(4), pages 835-844, October.
    30. Anonymous, 1962. "Economic and Social Council," International Organization, Cambridge University Press, vol. 16(3), pages 587-596, July.
    31. Andrei Hagiu & David B. Yoffie, 2013. "The New Patent Intermediaries: Platforms, Defensive Aggregators, and Super-Aggregators," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 45-66, Winter.
    32. Paul A. Pavlou & David Gefen, 2004. "Building Effective Online Marketplaces with Institution-Based Trust," Information Systems Research, INFORMS, vol. 15(1), pages 37-59, March.
    33. Weyl, E. Glen, 2009. "Monopoly, Ramsey and Lindahl in Rochet and Tirole (2003)," Economics Letters, Elsevier, vol. 103(2), pages 99-100, May.
    34. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    35. Nestor Duch-Brown & Bertin Martens & Frank Mueller-Langer, 2017. "The economics of ownership, access and trade in digital data," JRC Working Papers on Digital Economy 2017-01, Joint Research Centre.
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    Cited by:

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    2. Markus Spiekermann, 2019. "Data Marketplaces: Trends and Monetisation of Data Goods," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 54(4), pages 208-216, July.
    3. Zura Kakushadze & Ronald P. Russo Jr, 2018. "Blockchain: Data Malls, Coin Economies and Keyless Payments," Papers 1802.07422, arXiv.org, revised Apr 2018.
    4. Oliver Falck & Johannes Koenen, 2020. "Resource “Data”: Economic Benefits of Data Provision," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 21(03), pages 31-41, September.
    5. Panos Constantinides & Ola Henfridsson & Geoffrey G. Parker, 2018. "Introduction—Platforms and Infrastructures in the Digital Age," Information Systems Research, INFORMS, vol. 29(2), pages 381-400, June.
    6. Zhiyuan Wang & Zhiqiang (Eric) Zheng & Wei Jiang & Shaojie Tang, 2021. "Blockchain‐Enabled Data Sharing in Supply Chains: Model, Operationalization, and Tutorial," Production and Operations Management, Production and Operations Management Society, vol. 30(7), pages 1965-1985, July.

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    More about this item

    Keywords

    Data marketplaces; Data trading; Market design;
    All these keywords.

    JEL classification:

    • D47 - Microeconomics - - Market Structure, Pricing, and Design - - - Market Design
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • K12 - Law and Economics - - Basic Areas of Law - - - Contract Law
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital

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