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Gender inequality in new media: Evidence from Wikipedia

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  • Hinnosaar, Marit

Abstract

Media is critical for gender equality. I analyze Wikipedia, one of the prominent examples of new media. Using data from a survey and a randomized survey experiment, I study why women are less likely to contribute to Wikipedia, the implications of the gender gap on Wikipedia’s content, and what can be done about it. I find that: (1) gender differences in the frequency of Wikipedia use and in beliefs about one’s competence explain a large share of the gender gap in Wikipedia writing; (2) the gender gap among contributors leads to unequal coverage of topics; (3) providing information about gender inequality has a large effect on contributions.

Suggested Citation

  • Hinnosaar, Marit, 2019. "Gender inequality in new media: Evidence from Wikipedia," Journal of Economic Behavior & Organization, Elsevier, vol. 163(C), pages 262-276.
  • Handle: RePEc:eee:jeborg:v:163:y:2019:i:c:p:262-276
    DOI: 10.1016/j.jebo.2019.04.020
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    1. Stefano Della Vigna & Ruben Enikolopov & Vera Mironova & Maria Petrova & Ekaterina Zhuravskaya, 2014. "Cross-Border Media and Nationalism: Evidence from Serbian Radio in Croatia," American Economic Journal: Applied Economics, American Economic Association, vol. 6(3), pages 103-132, July.
    2. Bertrand, Marianne, 2011. "New Perspectives on Gender," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 17, pages 1543-1590, Elsevier.
    3. Scott E. Carrell & Marianne E. Page & James E. West, 2010. "Sex and Science: How Professor Gender Perpetuates the Gender Gap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1101-1144.
    4. Josh Lerner & Jean Tirole, 2002. "Some Simple Economics of Open Source," Journal of Industrial Economics, Wiley Blackwell, vol. 50(2), pages 197-234, June.
    5. John Horton & David Rand & Richard Zeckhauser, 2011. "The online laboratory: conducting experiments in a real labor market," Experimental Economics, Springer;Economic Science Association, vol. 14(3), pages 399-425, September.
    6. Robert Jensen & Emily Oster, 2009. "The Power of TV: Cable Television and Women's Status in India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1057-1094.
    7. Katherine Baldiga Coffman, 2014. "Evidence on Self-Stereotyping and the Contribution of Ideas," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1625-1660.
    8. Felix Oberholzer-Gee & Joel Waldfogel, 2009. "Media Markets and Localism: Does Local News en Español Boost Hispanic Voter Turnout?," American Economic Review, American Economic Association, vol. 99(5), pages 2120-2128, December.
    9. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    10. Eckel, Catherine C. & Grossman, Philip J., 2008. "Differences in the Economic Decisions of Men and Women: Experimental Evidence," Handbook of Experimental Economics Results, in: Charles R. Plott & Vernon L. Smith (ed.), Handbook of Experimental Economics Results, edition 1, volume 1, chapter 57, pages 509-519, Elsevier.
    11. J. Aislinn Bohren & Alex Imas & Michael Rosenberg, 2019. "The Dynamics of Discrimination: Theory and Evidence," American Economic Review, American Economic Association, vol. 109(10), pages 3395-3436, October.
    12. Shane Greenstein & Feng Zhu, 2012. "Is Wikipedia Biased?," American Economic Review, American Economic Association, vol. 102(3), pages 343-348, May.
    13. John Beshears & James J. Choi & David Laibson & Brigitte C. Madrian & Katherine L. Milkman, 2015. "The Effect of Providing Peer Information on Retirement Savings Decisions," Journal of Finance, American Finance Association, vol. 70(3), pages 1161-1201, June.
    14. Graham Beattie & Ruben Durante & Brian Knight & Ananya Sen, 2021. "Advertising Spending and Media Bias: Evidence from News Coverage of Car Safety Recalls," Management Science, INFORMS, vol. 67(2), pages 698-719, February.
    15. Ilyana Kuziemko & Michael I. Norton & Emmanuel Saez & Stefanie Stantcheva, 2015. "How Elastic Are Preferences for Redistribution? Evidence from Randomized Survey Experiments," American Economic Review, American Economic Association, vol. 105(4), pages 1478-1508, April.
    16. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    17. Hertel, Guido & Niedner, Sven & Herrmann, Stefanie, 2003. "Motivation of software developers in Open Source projects: an Internet-based survey of contributors to the Linux kernel," Research Policy, Elsevier, vol. 32(7), pages 1159-1177, July.
    18. Ruben Enikolopov & Maria Petrova & Ekaterina Zhuravskaya, 2011. "Media and Political Persuasion: Evidence from Russia," American Economic Review, American Economic Association, vol. 101(7), pages 3253-3285, December.
    19. Ruben Durante & Brian Knight, 2012. "Partisan Control, Media Bias, And Viewer Responses: Evidence From Berlusconi'S Italy," Journal of the European Economic Association, European Economic Association, vol. 10(3), pages 451-481, May.
    20. Robert W. Fairlie & Florian Hoffmann & Philip Oreopoulos, 2014. "A Community College Instructor Like Me: Race and Ethnicity Interactions in the Classroom," American Economic Review, American Economic Association, vol. 104(8), pages 2567-2591, August.
    21. Lori Beaman & Raghabendra Chattopadhyay & Esther Duflo & Rohini Pande & Petia Topalova, 2009. "Powerful Women: Does Exposure Reduce Bias?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1497-1540.
    22. Scott K. Shriver & Harikesh S. Nair & Reto Hofstetter, 2013. "Social Ties and User-Generated Content: Evidence from an Online Social Network," Management Science, INFORMS, vol. 59(6), pages 1425-1443, June.
    23. Gerlinde Fellner & Rupert Sausgruber & Christian Traxler, 2009. "Testing Enforcement Strategies in the Field: Legal Threat, Moral Appeal and Social Information," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2009_31, Max Planck Institute for Research on Collective Goods.
    24. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    25. repec:hal:spmain:info:hdl:2441/5ulf84sluc9vlb5mrjr32mfetg is not listed on IDEAS
    26. Jeffrey A. Flory & Andreas Leibbrandt & John A. List, 2015. "Do Competitive Workplaces Deter Female Workers? A Large-Scale Natural Field Experiment on Job Entry Decisions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 122-155.
    27. Muriel Niederle & Lise Vesterlund, 2011. "Gender and Competition," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 601-630, September.
    28. Mark Aguiar & Erik Hurst, 2007. "Measuring Trends in Leisure: The Allocation of Time Over Five Decades," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 969-1006.
    29. Stefano DellaVigna & Eliana La Ferrara, 2015. "Economic and Social Impacts of the Media," NBER Working Papers 21360, National Bureau of Economic Research, Inc.
    30. Hongbin Cai & Yuyu Chen & Hanming Fang, 2009. "Observational Learning: Evidence from a Randomized Natural Field Experiment," American Economic Review, American Economic Association, vol. 99(3), pages 864-882, June.
    31. Matthew Gentzkow & Jesse M. Shapiro, 2010. "What Drives Media Slant? Evidence From U.S. Daily Newspapers," Econometrica, Econometric Society, vol. 78(1), pages 35-71, January.
    32. Catherine Porter & Danila Serra, 2020. "Gender Differences in the Choice of Major: The Importance of Female Role Models," American Economic Journal: Applied Economics, American Economic Association, vol. 12(3), pages 226-254, July.
    33. Gerlinde Fellner & Rupert Sausgruber & Christian Traxler, 2013. "Testing Enforcement Strategies In The Field: Threat, Moral Appeal And Social Information," Journal of the European Economic Association, European Economic Association, vol. 11(3), pages 634-660, June.
    34. Cooper, David J. & Kagel, John H., 2016. "A failure to communicate: an experimental investigation of the effects of advice on strategic play," European Economic Review, Elsevier, vol. 82(C), pages 24-45.
    35. Jonathan Reuter & Eric Zitzewitz, 2006. "Do Ads Influence Editors? Advertising and Bias in the Financial Media," The Quarterly Journal of Economics, Oxford University Press, vol. 121(1), pages 197-227.
    36. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    37. David Strömberg, 2015. "Media and Politics," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 173-205, August.
    38. Uri Gneezy & Kenneth L. Leonard & John A. List, 2009. "Gender Differences in Competition: Evidence From a Matrilineal and a Patriarchal Society," Econometrica, Econometric Society, vol. 77(5), pages 1637-1664, September.
    39. Muriel Niederle, 2017. "A Gender Agenda: A Progress Report on Competitiveness," American Economic Review, American Economic Association, vol. 107(5), pages 115-119, May.
    40. 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.
    41. David, Paul A. & Shapiro, Joseph S., 2008. "Community-based production of open-source software: What do we know about the developers who participate?," Information Economics and Policy, Elsevier, vol. 20(4), pages 364-398, December.
    42. Chun-Fang Chiang & Brian Knight, 2011. "Media Bias and Influence: Evidence from Newspaper Endorsements," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(3), pages 795-820.
    43. Rafael Di Tella & Ignacio Franceschelli, 2011. "Government Advertising and Media Coverage of Corruption Scandals," American Economic Journal: Applied Economics, American Economic Association, vol. 3(4), pages 119-151, October.
    44. Rachel Croson & Jen Shang, 2008. "The impact of downward social information on contribution decisions," Experimental Economics, Springer;Economic Science Association, vol. 11(3), pages 221-233, September.
    45. Gerald J. Pruckner & Rupert Sausgruber, 2013. "Honesty On The Streets: A Field Study On Newspaper Purchasing," Journal of the European Economic Association, European Economic Association, vol. 11(3), pages 661-679, June.
    46. 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.
    47. Coren L. Apicella & Elif E. Demiral & Johanna Mollerstrom, 2017. "No Gender Difference in Willingness to Compete When Competing against Self," American Economic Review, American Economic Association, vol. 107(5), pages 136-140, May.
    48. Daniel Jones & Sera Linardi, 2014. "Wallflowers: Experimental Evidence of an Aversion to Standing Out," Management Science, INFORMS, vol. 60(7), pages 1757-1771, July.
    49. Anindya Ghose & Sang Pil Han, 2011. "An Empirical Analysis of User Content Generation and Usage Behavior on the Mobile Internet," Management Science, INFORMS, vol. 57(9), pages 1671-1691, September.
    50. Uri Gneezy & Muriel Niederle & Aldo Rustichini, 2003. "Performance in Competitive Environments: Gender Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1049-1074.
    51. Olivier Toubia & Andrew T. Stephen, 2013. "Intrinsic vs. Image-Related Utility in Social Media: Why Do People Contribute Content to Twitter?," Marketing Science, INFORMS, vol. 32(3), pages 368-392, May.
    52. Yeomans, Mike & Herberich, David, 2014. "An experimental test of the effect of negative social norms on energy-efficient investments," Journal of Economic Behavior & Organization, Elsevier, vol. 108(C), pages 187-197.
    53. Monic Sun & Feng Zhu, 2013. "Ad Revenue and Content Commercialization: Evidence from Blogs," Management Science, INFORMS, vol. 59(10), pages 2314-2331, October.
    54. 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.
    55. Christina Wolbrecht & David E. Campbell, 2007. "Leading by Example: Female Members of Parliament as Political Role Models," American Journal of Political Science, John Wiley & Sons, vol. 51(4), pages 921-939, October.
    56. 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.
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    Cited by:

    1. Derksen, Laura & Michaud-Leclerc, Catherine & Souza, Pedro C.L., 2022. "Restricted access: How the internet can be used to promote reading and learning," Journal of Development Economics, Elsevier, vol. 155(C).
    2. Derksen, Laura & Leclerc, Catherine Michaud & Souza, Pedro CL, 2019. "Searching for Answers : The Impact of Student Access to Wikipedia," The Warwick Economics Research Paper Series (TWERPS) 1236, University of Warwick, Department of Economics.
    3. Anna Kerkhof & Johannes Münster, 2021. "Detecting Coverage Bias in User-Generated Content," CESifo Working Paper Series 8844, CESifo.
    4. Marit Hinnosaar & Toomas Hinnosaar & Michael E. Kummer & Olga Slivko, 2022. "Externalities in knowledge production: evidence from a randomized field experiment," Experimental Economics, Springer;Economic Science Association, vol. 25(2), pages 706-733, April.
    5. Blesse, Sebastian & Heinemann, Friedrich, 2020. "Citizens’ trade-offs in state merger decisions: Evidence from a randomized survey experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 438-471.
    6. Derksen, Laura & Leclerc, Catherine Michaud & Souza, Pedro CL, 2019. "Searching for Answers: The Impact of Student Access to Wikipedia," CAGE Online Working Paper Series 450, Competitive Advantage in the Global Economy (CAGE).
    7. Nguyen, Canh Phuc, 2022. "Uncertainty and gender inequality: A global investigation," The Quarterly Review of Economics and Finance, Elsevier, vol. 86(C), pages 31-47.
    8. Anna Kerkhof & Johannes Münster, 2021. "Detecting coverage bias in user-generated content," ECONtribute Discussion Papers Series 057, University of Bonn and University of Cologne, Germany.
    9. Peña, Pablo A. & Choi, Jun Ho, 2021. "Female representation among notable people born in 1700–2000," Economics Letters, Elsevier, vol. 206(C).

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    More about this item

    JEL classification:

    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
    • L82 - Industrial Organization - - Industry Studies: Services - - - Entertainment; Media
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods

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