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Externalities in Knowledge Production: Evidence from a Randomized Field Experiment

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  • Hinnosaar, Marit
  • Hinnosaar, Toomas
  • Kummer, Michael
  • Slivko, Olga

Abstract

Do contributions to online content platforms induce a feedback loop of ever more user-generated content or will they discourage future contributions? To assess this, we use a randomized field experiment which added content to some pages in Wikipedia while leaving similar pages unchanged. We find that adding content has a negligible impact on the subsequent long-run growth of content. Our results have implications for information seeding and incentivizing contributions, implying that additional content does not generate sizable externalities, neither by inspiring nor by discouraging future contributions.

Suggested Citation

  • Hinnosaar, Marit & Hinnosaar, Toomas & Kummer, Michael & Slivko, Olga, 2019. "Externalities in Knowledge Production: Evidence from a Randomized Field Experiment," CEPR Discussion Papers 13575, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:13575
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    1. Gerald C. Kane & Sam Ransbotham, 2016. "Content as Community Regulator: The Recursive Relationship Between Consumption and Contribution in Open Collaboration Communities," Organization Science, INFORMS, vol. 27(5), pages 1258-1274, October.
    2. Jacob M. Markman & Eric A. Hanushek & John F. Kain & Steven G. Rivkin, 2003. "Does peer ability affect student achievement?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(5), pages 527-544.
    3. Kai Zhu & Dylan Walker & Lev Muchnik, 2020. "Content Growth and Attention Contagion in Information Networks: Addressing Information Poverty on Wikipedia," Information Systems Research, INFORMS, vol. 31(2), pages 491-509, June.
    4. Ian Ayres & Sophie Raseman & Alice Shih, 2013. "Evidence from Two Large Field Experiments that Peer Comparison Feedback Can Reduce Residential Energy Usage," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 29(5), pages 992-1022, October.
    5. Damon Jones & David Molitor & Julian Reif, 2019. "What do Workplace Wellness Programs do? Evidence from the Illinois Workplace Wellness Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1747-1791.
    6. Yan Chen & F. Maxwell Harper & Joseph Konstan & Sherry Xin Li, 2010. "Social Comparisons and Contributions to Online Communities: A Field Experiment on MovieLens," American Economic Review, American Economic Association, vol. 100(4), pages 1358-1398, September.
    7. Kiyotaki, Nobuhiro & Wright, Randall, 1989. "On Money as a Medium of Exchange," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 927-954, August.
    8. Slivko, Olga, 2018. ""Brain gain" on Wikipedia: Immigrants return knowledge home," ZEW Discussion Papers 18-008, ZEW - Leibniz Centre for European Economic Research.
    9. Giacomo De Giorgi & Michele Pellizzari & Silvia Redaelli, 2010. "Identification of Social Interactions through Partially Overlapping Peer Groups," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 241-275, April.
    10. Shane Greenstein & Feng Zhu, 2012. "Is Wikipedia Biased?," American Economic Review, American Economic Association, vol. 102(3), pages 343-348, May.
    11. Esther Duflo & Emmanuel Saez, 2003. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 815-842.
    12. Lacetera, Nicola & Macis, Mario, 2010. "Social image concerns and prosocial behavior: Field evidence from a nonlinear incentive scheme," Journal of Economic Behavior & Organization, Elsevier, vol. 76(2), pages 225-237, November.
    13. Kummer, Michael & Slivko, Olga & Zhang, Michael, 2015. "Economic downturn and volunteering: Do economic crises affect content generation on Wikipedia?," ZEW Discussion Papers 15-078, ZEW - Leibniz Centre for European Economic Research.
    14. Sam Ransbotham & Gerald C. Kane & Nicholas H. Lurie, 2012. "Network Characteristics and the Value of Collaborative User-Generated Content," Marketing Science, INFORMS, vol. 31(3), pages 387-405, May.
    15. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    16. Gene M. Grossman & Elhanan Helpman, 1993. "Innovation and Growth in the Global Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262570971, April.
    17. Duflo, Esther & Saez, Emmanuel, 2002. "Participation and investment decisions in a retirement plan: the influence of colleagues' choices," Journal of Public Economics, Elsevier, vol. 85(1), pages 121-148, July.
    18. Noah J. Goldstein & Robert B. Cialdini & Vladas Griskevicius, 2008. "A Room with a Viewpoint: Using Social Norms to Motivate Environmental Conservation in Hotels," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(3), pages 472-482, March.
    19. Yacheng Sun & Xiaojing Dong & Shelby McIntyre, 2017. "Motivation of User-Generated Content: Social Connectedness Moderates the Effects of Monetary Rewards," Marketing Science, INFORMS, vol. 36(3), pages 329-337, May.
    20. Kummer, Michael, 2014. "Spillovers in networks of user generated content: Pseudo-experimental evidence on Wikipedia," ZEW Discussion Papers 14-132, ZEW - Leibniz Centre for European Economic Research.
    21. repec:hal:spmain:info:hdl:2441/5ulf84sluc9vlb5mrjr32mfetg is not listed on IDEAS
    22. Yann Algan & Yochai Benkler & Mayo Fuster Morell & Jérôme Hergueux, 2013. "Cooperation in Peer-Production Economy: Experimental Evidence from Wikipedia," SciencePo Working papers Main hal-03460797, HAL.
    23. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    24. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-784, August.
    25. Sonali K. Shah, 2006. "Motivation, Governance, and the Viability of Hybrid Forms in Open Source Software Development," Management Science, INFORMS, vol. 52(7), pages 1000-1014, July.
    26. Hinnosaar, Marit, 2019. "Gender inequality in new media: Evidence from Wikipedia," Journal of Economic Behavior & Organization, Elsevier, vol. 163(C), pages 262-276.
    27. Jana Gallus, 2017. "Fostering Public Good Contributions with Symbolic Awards: A Large-Scale Natural Field Experiment at Wikipedia," Management Science, INFORMS, vol. 63(12), pages 3999-4015, December.
    28. Chaim Fershtman & Neil Gandal, 2011. "Direct and indirect knowledge spillovers: the “social network” of open‐source projects," RAND Journal of Economics, RAND Corporation, vol. 42(1), pages 70-91, March.
    29. 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.
    30. Aleksi Aaltonen & Stephan Seiler, 2016. "Cumulative Growth in User-Generated Content Production: Evidence from Wikipedia," Management Science, INFORMS, vol. 62(7), pages 2054-2069, July.
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    Cited by:

    1. Abhishek Nagaraj, 2021. "Information Seeding and Knowledge Production in Online Communities: Evidence from OpenStreetMap," Management Science, INFORMS, vol. 67(8), pages 4908-4934, August.

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    More about this item

    Keywords

    User-generated content; Knowledge accumulation; Wikipedia;
    All these keywords.

    JEL classification:

    • L17 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Open Source Products and Markets
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments

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