{"id":"https://openalex.org/W2894549366","doi":"https://doi.org/10.1140/epjds/s13688-019-0202-z","title":"Gendered behavior as a disadvantage in open source software development","display_name":"Gendered behavior as a disadvantage in open source software development","publication_year":2019,"publication_date":"2019-07-06","ids":{"openalex":"https://openalex.org/W2894549366","doi":"https://doi.org/10.1140/epjds/s13688-019-0202-z","mag":"2894549366"},"language":"en","primary_location":{"id":"doi:10.1140/epjds/s13688-019-0202-z","doi":"https://doi.org/10.1140/epjds/s13688-019-0202-z","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-019-0202-z","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-019-0202-z","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-019-0202-z","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057226228","display_name":"Bal\u00e1zs Vedres","orcid":"https://orcid.org/0000-0002-9469-8774","observed_orcids":["https://orcid.org/0000-0002-9469-8774"]},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Balazs Vedres","raw_affiliation_strings":["Oxford Internet Institute, University of Oxford, Oxford, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oxford Internet Institute, University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078032253","display_name":"Orsolya V\u00e1s\u00e1rhelyi","orcid":"https://orcid.org/0000-0001-6326-0617","observed_orcids":["https://orcid.org/0000-0001-6326-0617"]},"institutions":[{"id":"https://openalex.org/I4387153749","display_name":"Central European University - Budapest Campus","ror":"https://ror.org/02s3xwp33","country_code":"HU","type":"education","lineage":["https://openalex.org/I198945027","https://openalex.org/I4387153749"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Orsolya Vasarhelyi","raw_affiliation_strings":["Department of Network and Data Science, Central European University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Network and Data Science, Central European University, Budapest, Hungary","institution_ids":["https://openalex.org/I4387153749"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057226228"],"corresponding_institution_ids":["https://openalex.org/I40120149"],"apc_list":{"value":1350,"currency":"USD","value_usd":1350},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350},"fwci":8.7049,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.97411153,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"8","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12515","display_name":"Gender and Technology in Education","score":0.4912000000476837,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12515","display_name":"Gender and Technology in Education","score":0.4912000000476837,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.20800000429153442,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.0729999989271164,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gender-inequality","display_name":"gender inequality","score":0.7540000081062317},{"id":"https://openalex.org/keywords/open-source-software-development","display_name":"open source software development","score":0.8610000014305115},{"id":"https://openalex.org/keywords/gendered-behavior","display_name":"gendered behavior","score":0.8659999966621399},{"id":"https://openalex.org/keywords/gender-discrimination","display_name":"gender discrimination","score":0.6800000071525574},{"id":"https://openalex.org/keywords/career-success","display_name":"career success","score":0.36800000071525574},{"id":"https://openalex.org/keywords/partner-choice","display_name":"partner choice","score":0.5770000219345093},{"id":"https://openalex.org/keywords/gender-classification","display_name":"gender classification","score":0.3930000066757202}],"concepts":[{"id":"https://openalex.org/C2777673361","wikidata":"https://www.wikidata.org/wiki/Q5281228","display_name":"Disadvantage","level":2,"score":0.913016676902771},{"id":"https://openalex.org/C2780623907","wikidata":"https://www.wikidata.org/wiki/Q106394435","display_name":"Disadvantaged","level":2,"score":0.8325412273406982},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.7392349243164062},{"id":"https://openalex.org/C45555294","wikidata":"https://www.wikidata.org/wiki/Q28113351","display_name":"Inequality","level":2,"score":0.5420746207237244},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4551151394844055},{"id":"https://openalex.org/C2778642129","wikidata":"https://www.wikidata.org/wiki/Q7096425","display_name":"Open-source software development","level":4,"score":0.44784465432167053},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3942073583602905},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.29413479566574097},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2618780732154846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24606969952583313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17955613136291504},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16116467118263245},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1306409239768982},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.12848025560379028},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09801799058914185},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1140/epjds/s13688-019-0202-z","doi":"https://doi.org/10.1140/epjds/s13688-019-0202-z","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-019-0202-z","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-019-0202-z","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},{"id":"pmh:oai:wrap.warwick.ac.uk:149650","doi":null,"is_oa":false,"landing_page_url":"http://wrap.warwick.ac.uk/149650/1/WRAP-gendered-behavior-disadvantage-open-source-software-development-Vasarhelyi-2019.pdf","pdf_url":"http://wrap.warwick.ac.uk/149650/1/WRAP-gendered-behavior-disadvantage-open-source-software-development-Vasarhelyi-2019.pdf","source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:1810.03005","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1810.03005","pdf_url":"https://arxiv.org/pdf/1810.03005","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:df77f048d96f40669ccc775a5049c81b","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/df77f048d96f40669ccc775a5049c81b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EPJ Data Science, Vol 8, Iss 1, Pp 1-18 (2019)","raw_type":"article"},{"id":"pmh:oai:openresearch.ceu.edu:20.500.14018/28446","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.14018/28446","pdf_url":null,"source":{"id":"https://openalex.org/S4306401981","display_name":"Open Research (Auckland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I39854758","host_organization_name":"Auckland University of Technology","host_organization_lineage":["https://openalex.org/I39854758"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1","raw_type":"Journal article"},{"id":"doi:10.48550/arxiv.1810.03005","doi":"https://doi.org/10.48550/arxiv.1810.03005","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1810.03005","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.6084/m9.figshare.c.4567478","doi":"https://doi.org/10.6084/m9.figshare.c.4567478","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.c.4567478","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Collection"},{"id":"doi:10.6084/m9.figshare.c.4567478.v1","doi":"https://doi.org/10.6084/m9.figshare.c.4567478.v1","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.c.4567478.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Collection"}],"best_oa_location":{"id":"doi:10.1140/epjds/s13688-019-0202-z","doi":"https://doi.org/10.1140/epjds/s13688-019-0202-z","is_oa":true,"landing_page_url":"https://doi.org/10.1140/epjds/s13688-019-0202-z","pdf_url":"https://epjdatascience.springeropen.com/track/pdf/10.1140/epjds/s13688-019-0202-z","source":{"id":"https://openalex.org/S2504380752","display_name":"EPJ Data Science","issn_l":"2193-1127","issn":["2193-1127"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EPJ Data Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9629999995231628,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"},{"score":0.9444000124931335,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"sustainable_development_goals_aurora":[{"score":0.7200000286102295,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322192","display_name":"Magyar Tudom\u00e1nyos Akad\u00e9mia","ror":"https://ror.org/02ks8qq67"},{"id":"https://openalex.org/F4320322225","display_name":"Link\u00f6pings Universitet","ror":"https://ror.org/05ynxx418"},{"id":"https://openalex.org/F4320323610","display_name":"Central European University","ror":"https://ror.org/02zx40v98"},{"id":"https://openalex.org/F4320328860","display_name":"Magyarorsz\u00e1g Korm\u00e1nya","ror":"https://ror.org/007ekx298"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2894549366.pdf","grobid_xml":"https://content.openalex.org/works/W2894549366.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W429766147","https://openalex.org/W1980567103","https://openalex.org/W1981028081","https://openalex.org/W1984465657","https://openalex.org/W1999191751","https://openalex.org/W2027682488","https://openalex.org/W2057345017","https://openalex.org/W2063595918","https://openalex.org/W2069680311","https://openalex.org/W2073518683","https://openalex.org/W2074228836","https://openalex.org/W2080599622","https://openalex.org/W2084598265","https://openalex.org/W2111114024","https://openalex.org/W2111733622","https://openalex.org/W2126786229","https://openalex.org/W2136785078","https://openalex.org/W2159730878","https://openalex.org/W2160965647","https://openalex.org/W2161254531","https://openalex.org/W2164961951","https://openalex.org/W2165853607","https://openalex.org/W2211394001","https://openalex.org/W2299844149","https://openalex.org/W2335659016","https://openalex.org/W2408177382","https://openalex.org/W2482059860","https://openalex.org/W2487770199","https://openalex.org/W2513384360","https://openalex.org/W2591056115","https://openalex.org/W2610778097","https://openalex.org/W2612639012","https://openalex.org/W2752171192","https://openalex.org/W2770043307","https://openalex.org/W2785546571","https://openalex.org/W2795443104","https://openalex.org/W2805298380","https://openalex.org/W3122321263","https://openalex.org/W3123015728","https://openalex.org/W4233345682","https://openalex.org/W4249871961","https://openalex.org/W4253761294","https://openalex.org/W4300529352"],"related_works":["https://openalex.org/W6958613300","https://openalex.org/W2050377223","https://openalex.org/W4406862924","https://openalex.org/W2482059860","https://openalex.org/W2573567822","https://openalex.org/W2930858721","https://openalex.org/W2232874250","https://openalex.org/W4411121973","https://openalex.org/W4283219975","https://openalex.org/W2898044409"],"abstract_inverted_index":{"Women":[0],"are":[1,29,131,141,187],"severely":[2],"marginalized":[3],"in":[4,8,82,88,98,122,129,168,183,191,225],"software":[5,228],"development,":[6,229],"especially":[7],"open":[9,226],"source.":[10],"In":[11],"this":[12],"article":[13],"we":[14,54,172],"argue":[15],"that":[16,114,212,231],"disadvantage":[17,32,118,128,167],"is":[18,234],"more":[19,165],"due":[20,132],"to":[21,25,58,76,120,133,189,195],"gendered":[22,61,108,207],"behavior":[23],"than":[24,39],"categorical":[26,104,214],"discrimination:":[27],"women":[28],"at":[30],"a":[31,56,67,219,236],"because":[33,40],"of":[34,41,50,63,71,85,93,110,116,126,137,148,152,180,206],"what":[35],"they":[36,43],"do,":[37],"rather":[38],"who":[42,157],"are.":[44],"Using":[45],"data":[46],"on":[47,222],"entire":[48],"careers":[49],"users":[51,156],"from":[52],"GitHub.com,":[53],"develop":[55],"measure":[57],"capture":[59],"the":[60,83,107,134,149],"pattern":[62,109,136,151],"behavior:":[64],"We":[65,95,112],"use":[66],"random":[68],"forest":[69],"prediction":[70],"being":[72,77],"female":[73,135,150],"(as":[74],"opposed":[75],"male)":[78],"by":[79],"behavioral":[80],"choices":[81],"level":[84],"activity,":[86],"specialization":[87],"programming":[89,200],"languages,":[90,201],"and":[91,100,106,124,155,194,230],"choice":[92],"partners.":[94],"test":[96],"differences":[97],"success":[99,123],"survival":[101,130,169],"along":[102,144],"both":[103],"gender":[105,161,192,215,223,232],"behavior.":[111,139,208],"find":[113],"84.5%":[115],"women\u2019s":[117],"(compared":[119],"men)":[121],"34.8%":[125],"their":[127,138,145,153,160],"Men":[140],"also":[142],"disadvantaged":[143],"interquartile":[146],"range":[147],"behavior,":[154],"don\u2019t":[158],"reveal":[159],"suffer":[162],"an":[163],"even":[164],"drastic":[166],"probability.":[170],"Moreover,":[171],"do":[173],"not":[174,235],"see":[175],"evidence":[176],"for":[177,239],"any":[178],"reduction":[179],"these":[181],"inequalities":[182,224],"time.":[184],"Our":[185,209],"findings":[186],"robust":[188],"noise":[190],"recognition,":[193],"taking":[196],"into":[197],"account":[198],"particular":[199],"or":[202],"decision":[203],"tree":[204],"classes":[205],"results":[210],"suggest":[211],"fighting":[213],"discrimination":[216],"will":[217],"have":[218],"limited":[220],"impact":[221],"source":[227],"hiding":[233],"viable":[237],"strategy":[238],"women.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2018-10-12T00:00:00"}