Wikipedia gender gap: a scoping review
DOI:
https://doi.org/10.3145/epi.2023.nov.17Keywords:
Wikipedia, Scoping review, Online collaboration, Open content, Gender gap, Content gaps, Publication trends, Community engagement, Editing biasesAbstract
In this scoping review, we portray an examination of the gender gap on Wikipedia by analyzing scholarly literature from 2007 to 2022. Employing quantitative methods, the study identifies key author characteristics such as gender, disciplines, countries, and institutions. The research reveals a slight majority of female authors, followed by male authors, with limited representation from non-binary authors. Qualitatively, content analysis uncovers two central themes: addressing the contribution gap and incorporating content related to underrepresented genders. Additionally, the study assesses results on the content gap, editing and participation bias, readership imbalances, and strategies to mitigate the gender gap. Furthermore, it explores the repercussions of this gap and categorizes the contributing factors as “the women’s problem,” “the mirror effect,” and “the systemic problem.” Overall, this comprehensive review enhances our comprehension of the Wikipedia gender gap and provides valuable insights into the research landscape in this domain.
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References
Adams, Julia; Brückner, Hannah; Naslund, Cambria (2019). “Who counts as a notable sociologist on Wikipedia? Gender, race, and the ‘Professor Test’”. Socius, v. 5. https://doi.org/10.1177/2378023118823946
Antin, Judd; Yee, Raymond, Cheshire, Coye; Nov, Oded (2011). “Gender differences in Wikipedia editing”. In: Proceedings of the 7th International symposium on wikis and open collaboration, pp. 11-14. https://doi.org/10.1145/2038558.2038561
Bear, Julia B.; Collier, Benjamin (2016). “Where are the women in Wikipedia? Understanding the different psychological experiences of men and women in Wikipedia”. Sex roles, v. 74, n. 5, pp. 254-265. https://doi.org/10.1007/s11199-015-0573-y
Beytía, Pablo; Wagner, Claudia (2022). “Visibility layers: A framework for systematising the gender gap in Wikipedia content”. Internet policy review, v. 11, n. 1. https://doi.org/10.14763/2022.1.1621
Black, Laura; Welser, Ted; DeGroot, Jocelyn M.; Cosley, Dan (2008). “Wikipedia is not a democracy”: Deliberation and policy-making in an online community. In: Proceedings of the 58th Annual conference of the International Communication Association. https://shorturl.at/fvFS0
Cabrera, Benjamin; Ross, Björn; Dado, Marielle; Heisel, Maritta (2018). “The gender gap in Wikipedia talk pages”. In: Proceedings of the international AAAI conference on web and social media, v. 12, n 1. https://doi.org/10.1609/icwsm.v12i1.15053
Calvo-Iglesias, Encina (2020). “Preparing biographies of STEM women in the Wikipedia format, a teaching experience”. Revista iberoamericana de tecnologías del aprendizaje, v. 15, n. 3, pp. 211-214. https://doi.org/10.1109/RITA.2020.3008144
Castells, Manuel (2008). “The new public sphere: Global civil society, communication networks, and global governance”. The Annals of the American Academy of Political and Social Science, v. 616, n. 1, pp. 78-93. https://doi.org/10.1177/0002716207311877
Collier, Benjamin; Bear, Julia B. (2012). “Conflict, criticism, or confidence: An empirical examination of the gender gap in Wikipedia contributions”. In: Proceedings of the ACM 2012 Conference on computer supported cooperative work, pp. 383-392. https://doi.org/10.1145/2145204.2145265
Eckert, Stine; Steiner, Linda (2013). “(Re)triggering backlash: Responses to news about Wikipedia’s gender gap”. Journal of communication inquiry, v. 37, n. 4, pp. 284-303. https://doi.org/10.1177/0196859913505618
Evans, Siân; Mabey, Jacqueline; Mandiberg, Michael (2015). “Editing for equality: The outcomes of the Art+Feminism Wikipedia edit-a-thons”. Art documentation, v. 34, n. 2, pp. 194-203. https://doi.org/10.1086/683380
Falenska, Agnieszka; Çetinoğlu, Özlem (2021). “Assessing gender bias in Wikipedia: Inequalities in article titles”. In: Proceedings of the 3rd Workshop on gender bias in natural language processing, pp. 75-85. https://doi.org/10.18653/v1/2021.gebnlp-1.9
Ferran-Ferrer, Núria; Castellanos-Pineda, Pablo; Minguillón, Julià; Meneses, Julio (2021). “The gender gap on the Spanish Wikipedia: Listening to the voices of women editors”. Profesional de la información, v. 30, n. 5. https://doi.org/10.3145/epi.2021.sep.16
Ferran-Ferrer, Núria; Miquel-Ribé, Miquel; Meneses, Julio; Minguillón, Julià (2022). “The gender perspective in Wikipedia: A content and participation challenge”. In: Companion proceedings of the web conference 2022, pp. 1319-1323. https://doi.org/10.1145/3487553.3524937
Ford, Heather; Wajcman, Judy (2017). “‘Anyone can edit’, not everyone does: Wikipedia’s infrastructure and the gender gap”. Social studies of science, v. 47, n. 4, pp. 511-527. https://doi.org/10.1177/0306312717692172
Gardner, Sue (2011). “Nine reasons women don’t edit Wikipedia (in their own words)”. Sue Gardner’s blog, February 20. https://suegardner.org/2011/02/19/nine-reasons-why-women-dont-edit-wikipedia-in-their-own-words
Gauthier, Maude; Sawchuk, Kim (2017). “Not notable enough: Feminism and expertise in Wikipedia”. Communication and critical/cultural studies, v. 14, n. 4, pp. 385-402. https://doi.org/10.1080/14791420.2017.1386321
Grant, Maria J.; Booth, Andrew (2009). “A typology of reviews: An analysis of 14 review types and associated methodologies”. Health information & libraries journal, v. 26, n. 2, pp. 91-108. https://doi.org/10.1111/j.1471-1842.2009.00848.x
Gruwell, Leigh (2015). “Wikipedia’s politics of exclusion: Gender, epistemology, and feminist rhetorical (in)action”. Computers and composition, v. 37, pp. 117-131. https://doi.org/10.1016/j.compcom.2015.06.009
Hargittai, Eszter; Shaw, Aaron (2015). “Mind the skills gap: The role of Internet know-how and gender in differentiated contributions to Wikipedia”. Information, communication & society, v. 18, n. 4, pp. 424-442. https://doi.org/10.1080/1369118X.2014.957711
Hinnosaar, Marit (2019). “Gender inequality in new media: Evidence from Wikipedia”. Journal of economic behavior & organization, v. 163, pp. 262-276. https://doi.org/10.1016/j.jebo.2019.04.020
Hollink, Laura; Van-Aggelen, Astrid; Van-Ossenbruggen, Jacco (2018). “Using the web of data to study gender differences in online knowledge sources: The case of the European Parliament”. In: Proceedings of the 10th ACM Conference on web science, pp. 381-385. https://doi.org/10.1145/3201064.3201108
Hood, Nina; Littlejohn, Allison (2018). “Hacking history: Redressing gender inequities on Wikipedia through an editathon”. The international review of research in open and distributed learning, v. 19, n. 5. https://doi.org/10.19173/irrodl.v19i5.3549
Huang, Jun; Shi, Si; Chen, Yan; Chow, Wing S. (2016). How do students trust Wikipedia? An examination across genders. Information technology & people, v. 29, n. 4, pp. 750-773. https://doi.org/10.1108/ITP-12-2014-0267
Hube, Christoph (2017). “Bias in Wikipedia”. In: Proceedings of the 26th international conference on world wide web companion, pp. 717-721. https://doi.org/10.1145/3041021.3053375
Iosub, Daniela; Laniado, David; Castillo, Carlos; Fuster-Morell, Mayo; Kaltenbrunner, Andreas (2014). “Emotions under discussion: Gender, status and communication in online collaboration”. PloS one, v. 9, n. 8, e104880. https://doi.org/10.1371/journal.pone.0104880
Jemielniak, Dariusz (2014). “Common knowledge?: An ethnography of Wikipedia”. Stanford University Press. ISBN: 978 0 804789448
Ju, Boryung; Stewart, Brenton (2019). “‘The right information’: Perceptions of information bias among black Wikipedians”. Journal of documentation, v. 75, n. 6, pp. 1486-1502. https://doi.org/10.1108/JD-02-2019-0031
Karczewska, Anna; Kukowska, Katarzyna (2021). “Cultural dimension of femininity: masculinity in virtual organizing knowledge sharing”. In: Proceedings of the European conference on knowledge management, pp. 414-422. https://www.proquest.com/docview/2581071766
Kim, Jinyoung (2013). “Wikipedians from mars: Female students’ perceptions toward Wikipedia”. In: Proceedings of the ASIST annual meeting, v. 50, n. 1. https://doi.org/10.1002/meet.14505001129
Klein, Max; Konieczny, Piotr (2015). “Wikipedia in the world of global gender inequality indices: What the biography gender gap is measuring”. In: Proceedings of the 11th International symposium on open collaboration. https://doi.org/10.1145/2788993.2789849
Konieczny, Piotr; Klein, Max (2018). “Gender gap through time and space: A journey through Wikipedia biographies via the Wikidata human gender indicator”. New media & society, v. 20, n. 12, pp. 4608-4633. https://doi.org/10.1177/1461444818779080
Lam, Shyong (Tony) K.; Uduwage, Anuradha; Dong, Zhenhua; Sen, Shilad; Musicant, David R.; Terveen, Loren; Riedl, John (2011). “WP:clubhouse? An exploration of Wikipedia’s gender imbalance”. In: Proceedings of the 7th International symposium on wikis and open collaboration. https://doi.org/10.1145/2038558.2038560
Laniado, David; Kaltenbrunner, Andreas; Castillo, Carlos; Fuster-Morell, Mayo (2012). “Emotions and dialogue in a peer-production community: The case of Wikipedia”. In: Proceedings of the eighth annual international symposium on wikis and open collaboration. https://doi.org/10.1145/2462932.2462944
Leonard, Victoria; Bond, Sarah E. (2019). “Advancing feminism online: Online tools, visibility, and women in classics”. Studies in late antiquity, v. 3, n. 1. https://doi.org/10.1525/sla.2019.3.1.4
Lim, Sook; Kwon, Nahyun (2009). “Gender perspective, information behaviors, and wikipedia”. In: Proceedings of the ASIST annual meeting, n. 46. https://doi.org/10.1002/meet.2009.1450460343
Lir, Shlomit-Aharoni (2021). “Strangers in a seemingly open-to-all website: The gender bias in Wikipedia”. Equality, diversity and inclusion: An international journal, v. 40, n. 7, pp. 801-818. https://doi.org/10.1108/EDI-10-2018-0198
Lukowski, Alison A.; Sparby, Erika M. (2020). “Breastfeeding, authority, and genre: Women’s ethos in Wikipedia and blogs”. In: Innovations in global maternal health: Improving prenatal and postnatal care practices, pp. 403-427. IGI Global. https://doi.org/10.4018/978-1-7998-2351-3.ch018
Luo, We; Adams, Julia; Brueckner, Hannah (2018). “The ladies vanish?: American sociology and the genealogy of its missing women on Wikipedia”. Comparative sociology, v. 17, n. 5, pp. 519-556. https://doi.org/10.1163/15691330-12341471
Menking, Amanda; Erickson, Ingrid (2015). “The heart work of Wikipedia: Gendered, emotional labor in the world’s largest online encyclopedia”. In: Proceedings of the 33rd Annual ACM conference on human factors in computing systems, pp. 207-210. https://doi.org/10.1145/2702123.2702514
Menking, Amanda; Erickson, Ingrid; Pratt, Wanda (2019). “People who can take it: How women wikipedians negotiate and navigate safety”. In: Proceedings of the 2019 CHI conference on human factors in computing systems. https://doi.org/10.1145/3290605.3300702
Menking, Amanda; Rosenberg, Jon (2021). “WP:NOT, WP:NPOV, and other stories Wikipedia tells us: A feminist critique of Wikipedia’s epistemology”. Science technology and human values, v. 46, n. 3, pp. 455-479. https://doi.org/10.1177/0162243920924783
Minguillón, Julià; Meneses, Julio; Aibar, Eduard; Ferran-Ferrer, Núria; Fàbregues, Sergi (2021). “Exploring the gender gap in the Spanish Wikipedia: Differences in engagement and editing practices”. PLoS one, v. 16. https://doi.org/10.1371/journal.pone.0246702
Miquel-Ribé, Marc; Kaltenbrunner, Andreas; Keefer, Jeffrey M. (2021). “Bridging LGBT+ content gaps across Wikipedia language editions”. International journal of information, diversity and inclusion, v. 5, n. 4, pp. 90-131. https://doi.org/10.33137/IJIDI.V5I4.37270
Miquel-Ribé, Marc; Laniado, David (2021). “The Wikipedia diversity observatory: Helping communities to bridge content gaps through interactive interfaces”. Journal of internet services and applications, v. 12, n. 1. https://doi.org/10.1186/s13174-021-00141-y
Morgan, Jonathan T.; Bouterse, Siko; Walls, Heather; Stierch, Sarah (2013). “Tea and sympathy: Crafting positive new user experiences on Wikipedia”. In: Proceedings of the 2013 conference on computer supported cooperative work, pp. 839-848. https://doi.org/10.1145/2441776.2441871
Nov, Oded (2007). “What motivates Wikipedians?”. Communications of the ACM, v. 50, n. 11, pp. 60-64. https://doi.org/10.1145/1297797.1297798
Park, Diana E.; Bridges, Laurie M. (2022). “Meet students where they are: Centering Wikipedia in the classroom”. Communications in information literacy, v. 16, n. 1, pp. 4-23. https://doi.org/10.15760/comminfolit.2022.16.1.2
Shane-Simpson, Christina; Gillespie-Lynch, Kristen (2017). “Examining potential mechanisms underlying the Wikipedia gender gap through a collaborative editing task”. Computers in human behavior, v. 66, pp. 312-328. https://doi.org/10.1016/j.chb.2016.09.043
Shaw, Aaron; Hargittai, Eszter (2018). “The pipeline of online participation inequalities: The case of Wikipedia editing”. Journal of communication, v. 68, n. 1, pp. 143-168. https://doi.org/10.1093/joc/jqx003
Sichler, Almut; Prommer, Elizabeth (2014). “Gender differences within the German—language Wikipedia”. Essachess. Journal for communication studies, v. 7, n. 2, pp. 77-93. https://doi.org/10.21409/essachess.1775-352x
Sierra-Obregón, Ángel; González-Fernández, Natalia (2019). “Female university students in the Spanish Wikipedia”. Pixel-bit, Revista de medios y educación, v. 54, pp. 145-164. https://doi.org/10.12795/pixelbit.2019.i54.08
Tkacz, Nathaniel (2014). “Wikipedia and the politics of openness”. University of Chicago Press. ISBN: 978 0 226192307
Toupin, Sophie (2021). “Feminist peer production”. In: O’Neil, M.; Pentzold, C.; Toupin, S. (eds.). The handbook of peer production, pp. 311-321. https://doi.org/10.1002/9781119537151.ch23
Tripodi, Francesca (2022). “Ms. categorized: Gender, notability, and inequality on Wikipedia”. New media & society, v. 25, n. 7, pp. 1687-1707. https://doi.org/10.1177/14614448211023772
Ukwoma, Scholastica-Chizoma; Osadebe, Ngozi-Eunice; Okafor, Victoria-Nwamaka; Ezeani, Chinwe-Nwogo (2021). “Unveiling the veiled: Wikipedia collaborating with academic libraries in Africa in creating visibility for African women through Art plus Feminism Wikipedia edit-a-thon”. Digital library perspectives, v. 37, n. 4, pp. 449-462. https://doi.org/10.1108/DLP-08-2020-0079
Wagner, Claudia; García, David; Jadidi, Mohsen; Strohmaier, Markus (2015). “It’s a man’s Wikipedia? : Assessing gender inequality in an online encyclopedia”. In: Proceedings of the 9th international AAAI conference on web and social media, pp. 454-463. https://doi.org/10.1609/icwsm.v9i1.14628
Wagner, Claudia; Graells-Garrido, Eduardo; García, David; Menczer, Filippo (2016). “Women through the glass ceiling: Gender asymmetries in Wikipedia”. EPJ data science, v. 5, n. 1, 5. https://doi.org/10.1140/epjds/s13688-016-0066-4
Worku, Zena; Bipat, Taryn; McDonald, David W.; Zachry, Mark (2020). “Exploring systematic bias through article deletions on Wikipedia from a behavioral perspective”. In: Proceedings of the 16th International symposium on open collaboration. https://doi.org/10.1145/3412569.3412573
Young, Amber G.; Wigdor, Ariel D.; Kane, Gerald C. (2020). “The gender bias tug-of-sar in a co-creation community: Core-periphery tension on Wikipedia”. Journal of management information systems, v. 37, n. 4, pp. 1047-1072. https://doi.org/10.1080/07421222.2020.1831773
Zagovora, Olga; Flöck, Fabian; Wagner, Claudia (2017). “‘(Weitergeleitet von journalistin)’: The gendered presentation of professions on Wikipedia”. In: Proceedings of the 2017 ACM on web science conference, pp. 83-92. https://doi.org/10.1145/3091478.3091488
Zhang, Charles C.; Terveen, Loren (2021). “Quantifying the gap: A case study of wikidata gender disparities”. In: Proceedings of the 17th international symposium on open collaboration. https://doi.org/10.1145/3479986.3479992
Zheng, Xiang; Chen, Jiajing; Yan, Erjia; Ni, Chaoqun (2022). “Gender and country biases in Wikipedia citations to scholarly publications”. Journal of the Association for Information Science and Technology, v. 74, n. 2, pp. 219-233. https://doi.org/10.1002/asi.24723
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