IDEAS home Printed from https://ideas.repec.org/a/eee/jobhdp/v160y2020icp115-130.html
   My bibliography  Save this article

Gender, power and emotions in the collaborative production of knowledge: A large-scale analysis of Wikipedia editor conversations

Author

Listed:
  • Gallus, Jana
  • Bhatia, Sudeep

Abstract

This paper studies the conversations behind the operations of a large-scale, online knowledge production community: Wikipedia. We investigate gender differences in the conversational styles (emotionality) and conversational domain choices (controversiality and gender stereotypicality of content) among contributors, and how these differences change as we look up the organizational hierarchy. In the general population of contributors, we expect and find significant gender differences, whereby comments and statements from women are higher-valenced, have more affective content, and are in domains that are less controversial and more female-typed. Importantly, these differences diminish or disappear among people in positions of power: female authorities converge to the behavior of their male counterparts, such that the gender gaps in valence and willingness to converse on controversial content disappear. We find greater sorting into topics according to their gender stereotypicality. We discuss mechanisms and implications for research on gender differences, leadership behavior, and conversational phenomena arising from such large-scale forms of knowledge production.

Suggested Citation

  • Gallus, Jana & Bhatia, Sudeep, 2020. "Gender, power and emotions in the collaborative production of knowledge: A large-scale analysis of Wikipedia editor conversations," Organizational Behavior and Human Decision Processes, Elsevier, vol. 160(C), pages 115-130.
  • Handle: RePEc:eee:jobhdp:v:160:y:2020:i:c:p:115-130
    DOI: 10.1016/j.obhdp.2020.02.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0749597819301517
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.obhdp.2020.02.003?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lingfei Wu & Dashun Wang & James A. Evans, 2019. "Large teams develop and small teams disrupt science and technology," Nature, Nature, vol. 566(7744), pages 378-382, February.
    2. 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.
    3. Isabel Fernandez-Mateo & Roberto M. Fernandez, 2016. "Bending the Pipeline? Executive Search and Gender Inequality in Hiring for Top Management Jobs," Management Science, INFORMS, vol. 62(12), pages 3636-3655, December.
    4. Helge Klapper & Markus Reitzig, 2018. "On the effects of authority on peer motivation: Learning from Wikipedia," Strategic Management Journal, Wiley Blackwell, vol. 39(8), pages 2178-2203, August.
    5. Taleb, Nassim Nicholas, 2007. "Black Swans and the Domains of Statistics," The American Statistician, American Statistical Association, vol. 61, pages 198-200, August.
    6. Huang, Li & Gino, Francesca & Galinsky, Adam D., 2015. "The highest form of intelligence: Sarcasm increases creativity for both expressers and recipients," Organizational Behavior and Human Decision Processes, Elsevier, vol. 131(C), pages 162-177.
    7. Edward P. Lazear & Kathryn L. Shaw, 2007. "Personnel Economics: The Economist's View of Human Resources," Journal of Economic Perspectives, American Economic Association, vol. 21(4), pages 91-114, Fall.
    8. Samer Faraj & Sirkka L. Jarvenpaa & Ann Majchrzak, 2011. "Knowledge Collaboration in Online Communities," Organization Science, INFORMS, vol. 22(5), pages 1224-1239, October.
    9. Lawrence F. Katz & Alan B. Krueger, 2019. "The Rise and Nature of Alternative Work Arrangements in the United States, 1995–2015," ILR Review, Cornell University, ILR School, vol. 72(2), pages 382-416, March.
    10. Polachek, Solomon William, 1981. "Occupational Self-Selection: A Human Capital Approach to Sex Differences in Occupational Structure," The Review of Economics and Statistics, MIT Press, vol. 63(1), pages 60-69, February.
    11. Renée B. Adams & Patricia Funk, 2012. "Beyond the Glass Ceiling: Does Gender Matter?," Management Science, INFORMS, vol. 58(2), pages 219-235, February.
    12. Sheen S. Levine & Michael J. Prietula, 2014. "Open Collaboration for Innovation: Principles and Performance," Organization Science, INFORMS, vol. 25(5), pages 1414-1433, October.
    13. Cecilia Rouse & Claudia Goldin, 2000. "Orchestrating Impartiality: The Impact of "Blind" Auditions on Female Musicians," American Economic Review, American Economic Association, vol. 90(4), pages 715-741, September.
    14. 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.
    15. 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.
    16. Amanatullah, Emily T. & Tinsley, Catherine H., 2013. "Punishing female negotiators for asserting too much…or not enough: Exploring why advocacy moderates backlash against assertive female negotiators," Organizational Behavior and Human Decision Processes, Elsevier, vol. 120(1), pages 110-122.
    17. Josh Lerner & Parag A. Pathak & Jean Tirole, 2006. "The Dynamics of Open-Source Contributors," American Economic Review, American Economic Association, vol. 96(2), pages 114-118, May.
    18. 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.
    19. H Andrew Schwartz & Johannes C Eichstaedt & Margaret L Kern & Lukasz Dziurzynski & Stephanie M Ramones & Megha Agrawal & Achal Shah & Michal Kosinski & David Stillwell & Martin E P Seligman & Lyle H U, 2013. "Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-16, September.
    20. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, 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. Saeed, Abubakr & Riaz, Hammad & Liedong, Tahiru Azaaviele & Rajwani, Tazeeb, 2022. "The impact of TMT gender diversity on corporate environmental strategy in emerging economies," Journal of Business Research, Elsevier, vol. 141(C), pages 536-551.
    2. Gallus, Jana & Reiff, Joseph & Kamenica, Emir & Fiske, Alan Page, 2021. "Relational Incentives Theory," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue fothcomin.
    3. Gallus, Jana & Reiff, Joseph & Kamenica, Emir & Fiske, Alan Page, 2021. "Relational Incentives Theory," MPRA Paper 109898, University Library of Munich, Germany.
    4. Sudeep Bhatia & Lukasz Walasek & Paul Slovic & Howard Kunreuther, 2021. "The More Who Die, the Less We Care: Evidence from Natural Language Analysis of Online News Articles and Social Media Posts," Risk Analysis, John Wiley & Sons, vol. 41(1), pages 179-203, January.

    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. Fang, Sheng & Goh, Chorching & Roberts, Mark & Xu, Lixin Colin & Zeufack, Albert, 2022. "Female entrepreneurs and productivity around the world: Rule of law, network, culture, and gender equality," World Development, Elsevier, vol. 154(C).
    2. Czibor, Eszter & Claussen, Jörg & van Praag, Mirjam, 2019. "Women in a men’s world: Risk taking in an online card game community," Journal of Economic Behavior & Organization, Elsevier, vol. 158(C), pages 62-89.
    3. Burbano, Vanessa & Padilla, Nicolas & Meier, Stephan, 2020. "Gender Differences in Preferences for Meaning at Work," IZA Discussion Papers 13053, Institute of Labor Economics (IZA).
    4. Keith F. Gilsdorf & Vasant A. Sukhatme, 2013. "Gender differences in responses to incentives in sports: some new results from golf," Chapters, in: Eva Marikova Leeds & Michael A. Leeds (ed.), Handbook on the Economics of Women in Sports, chapter 5, pages 92-114, Edward Elgar Publishing.
    5. Hinnosaar, Marit, 2019. "Gender inequality in new media: Evidence from Wikipedia," Journal of Economic Behavior & Organization, Elsevier, vol. 163(C), pages 262-276.
    6. David Masclet & Emmanuel Peterle & Sophie Larribeau, 2012. "Gender Differences in Competitive and Non Competitive Environments: An Experimental Evidence," Economics Working Paper Archive (University of Rennes & University of Caen) 201236, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
    7. Nabanita Datta Gupta & Anders Poulsen & Marie Claire Villeval, 2013. "Gender Matching And Competitiveness: Experimental Evidence," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 816-835, January.
    8. Paola Profeta & Giacomo Pasini & Valeria Maggian & Ludovica Spinola, 2023. "The gender composition of supervisor-worker dyads: Career blocks and gender pay gap," French Stata Users' Group Meetings 2023 17, Stata Users Group.
    9. Fang,Sheng & Goh,Chorching & Roberts,Mark & Xu,L. Colin & Zeufack,Albert G., 2020. "Female Business Leaders, Business and Cultural Environment, and Productivity around the World," Policy Research Working Paper Series 9275, The World Bank.
    10. Mario Daniele Amore & Orsola Garofalo & Alessandro Minichilli, 2014. "Gender Interactions Within the Family Firm," Management Science, INFORMS, vol. 60(5), pages 1083-1097, May.
    11. Castillo, Marco & Petrie, Ragan & Torero, Maximo & Vesterlund, Lise, 2013. "Gender differences in bargaining outcomes: A field experiment on discrimination," Journal of Public Economics, Elsevier, vol. 99(C), pages 35-48.
    12. Dato, Simon & Nieken, Petra, 2014. "Gender differences in competition and sabotage," Journal of Economic Behavior & Organization, Elsevier, vol. 100(C), pages 64-80.
    13. Azmat, Ghazala & Petrongolo, Barbara, 2014. "Gender and the labor market: What have we learned from field and lab experiments?," Labour Economics, Elsevier, vol. 30(C), pages 32-40.
    14. Juan Dolado & Florentino Felgueroso & Miguel Almunia, 2012. "Are men and women-economists evenly distributed across research fields? Some new empirical evidence," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 3(3), pages 367-393, September.
    15. Ilse Lindenlaub & Anja Prummer, 2014. "Gender, Social Networks And Performance," Cambridge Working Papers in Economics 1461, Faculty of Economics, University of Cambridge.
    16. Hogarth, Robin M. & Karelaia, Natalia & Trujillo, Carlos Andrés, 2012. "When should I quit? Gender differences in exiting competitions," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 136-150.
    17. Osorio, António (António Miguel), 2019. "Gender differences in competition: gender equality and cost reduction policies," Working Papers 2072/351587, Universitat Rovira i Virgili, Department of Economics.
    18. Evren Ors & Frédéric Palomino & Eloïc Peyrache, 2013. "Performance Gender Gap: Does Competition Matter?," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 443-499.
    19. Stefan Bauernschuster & Anita Fichtl & Anita Dietrich, 2013. "Brauchen wir eine gesetzliche Frauenquote?," ifo Schnelldienst, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 66(02), pages 39-48, January.
    20. Josse Delfgaauw & Robert Dur & Joeri Sol & Willem Verbeke, 2013. "Tournament Incentives in the Field: Gender Differences in the Workplace," Journal of Labor Economics, University of Chicago Press, vol. 31(2), pages 305-326.

    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:eee:jobhdp:v:160:y:2020:i:c:p:115-130. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/obhdp .

    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.