{"id":"https://openalex.org/W4415241307","doi":"https://doi.org/10.1145/3769680","title":"<scp>FairFare</scp> : A Tool for Crowdsourcing Rideshare Data to Empower Labor Organizers","display_name":"<scp>FairFare</scp> : A Tool for Crowdsourcing Rideshare Data to Empower Labor Organizers","publication_year":2025,"publication_date":"2025-10-15","ids":{"openalex":"https://openalex.org/W4415241307","doi":"https://doi.org/10.1145/3769680"},"language":"en","primary_location":{"id":"doi:10.1145/3769680","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3769680","pdf_url":null,"source":{"id":"https://openalex.org/S89276529","display_name":"ACM Transactions on Computer-Human Interaction","issn_l":"1073-0516","issn":["1073-0516","1557-7325"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer-Human Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014881285","display_name":"Dan Calacci","orcid":"https://orcid.org/0000-0002-9552-1137"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dana Calacci","raw_affiliation_strings":["Penn State University, University Park, Pennsylvania, USA","Penn State University, USA"],"raw_orcid":"https://orcid.org/0000-0002-9552-1137","affiliations":[{"raw_affiliation_string":"Penn State University, University Park, Pennsylvania, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Penn State University, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070972086","display_name":"Varun Nagaraj Rao","orcid":"https://orcid.org/0000-0002-4692-2196"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Varun Nagaraj Rao","raw_affiliation_strings":["Princeton University, Princeton, New Jersey, USA","Center for Information Technology Policy, Princeton University, USA"],"raw_orcid":"https://orcid.org/0000-0002-4692-2196","affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, New Jersey, USA","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Center for Information Technology Policy, Princeton University, USA","institution_ids":["https://openalex.org/I29955533","https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048669167","display_name":"Samantha Dalal","orcid":"https://orcid.org/0000-0002-5604-055X"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samantha Dalal","raw_affiliation_strings":["University of Colorado Boulder, Boulder, Colorado, USA","University of Colorado Boulder, USA"],"raw_orcid":"https://orcid.org/0000-0002-5604-055X","affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, Boulder, Colorado, USA","institution_ids":["https://openalex.org/I188538660"]},{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057562083","display_name":"Catherine Di","orcid":"https://orcid.org/0000-0003-2387-7422"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Catherine Di","raw_affiliation_strings":["Princeton University, Princeton, New Jersey, USA","Princeton University, USA"],"raw_orcid":"https://orcid.org/0000-0003-2387-7422","affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, New Jersey, USA","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Princeton University, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116310251","display_name":"Kok-Wei Pua","orcid":null},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kok-Wei Pua","raw_affiliation_strings":["Princeton University, Princeton, New Jersey, USA","Princeton University, USA"],"raw_orcid":"https://orcid.org/0009-0008-8184-5270","affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, New Jersey, USA","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Princeton University, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069968340","display_name":"Andrew B. Schwartz","orcid":"https://orcid.org/0009-0002-8913-2562"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]},{"id":"https://openalex.org/I4210138293","display_name":"Mayflower Communications (United States)","ror":"https://ror.org/04b46da24","country_code":"US","type":"company","lineage":["https://openalex.org/I4210138293"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Schwartz","raw_affiliation_strings":["Cornflower Labs, Boulder, Colorado, USA","Cornflower Labs, USA"],"raw_orcid":"https://orcid.org/0009-0002-8913-2562","affiliations":[{"raw_affiliation_string":"Cornflower Labs, Boulder, Colorado, USA","institution_ids":["https://openalex.org/I188538660"]},{"raw_affiliation_string":"Cornflower Labs, USA","institution_ids":["https://openalex.org/I4210138293"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Danny Spitzberg","orcid":"https://orcid.org/0009-0002-8464-0955"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danny Spitzberg","raw_affiliation_strings":["University of California Berkeley, Berkeley, California, USA","UC Berkeley, USA"],"raw_orcid":"https://orcid.org/0009-0002-8464-0955","affiliations":[{"raw_affiliation_string":"University of California Berkeley, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"UC Berkeley, USA","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013065278","display_name":"Andr\u00e9s Monroy\u2010Hern\u00e1ndez","orcid":"https://orcid.org/0000-0003-4889-9484"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]},{"id":"https://openalex.org/I29955533","display_name":"Center for Information Technology","ror":"https://ror.org/03jh5a977","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I29955533"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Monroy-Hern\u00e1ndez","raw_affiliation_strings":["Princeton University, Princeton, New Jersey, USA","Center for Information Technology Policy, Princeton University, USA"],"raw_orcid":"https://orcid.org/0000-0003-4889-9484","affiliations":[{"raw_affiliation_string":"Princeton University, Princeton, New Jersey, USA","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Center for Information Technology Policy, Princeton University, USA","institution_ids":["https://openalex.org/I29955533","https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5014881285"],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":3.7232,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.94038675,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"33","issue":"1","first_page":"1","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12501","display_name":"Digital Economy and Work Transformation","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12501","display_name":"Digital Economy and Work Transformation","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12392","display_name":"Sharing Economy and Platforms","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.7421000003814697},{"id":"https://openalex.org/keywords/legislation","display_name":"Legislation","score":0.6761000156402588},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.6211000084877014},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5289000272750854},{"id":"https://openalex.org/keywords/trips-architecture","display_name":"TRIPS architecture","score":0.5145999789237976},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.49549999833106995}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.7421000003814697},{"id":"https://openalex.org/C2777351106","wikidata":"https://www.wikidata.org/wiki/Q49371","display_name":"Legislation","level":2,"score":0.6761000156402588},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.6211000084877014},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5300999879837036},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5289000272750854},{"id":"https://openalex.org/C157085824","wikidata":"https://www.wikidata.org/wiki/Q2384809","display_name":"TRIPS architecture","level":2,"score":0.5145999789237976},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.49549999833106995},{"id":"https://openalex.org/C2780608745","wikidata":"https://www.wikidata.org/wiki/Q367293","display_name":"Convention","level":2,"score":0.34130001068115234},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3172999918460846},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.30809998512268066},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.30309998989105225},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.29019999504089355},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.289900004863739},{"id":"https://openalex.org/C80984254","wikidata":"https://www.wikidata.org/wiki/Q608190","display_name":"Labor relations","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2671999931335449},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.25999999046325684},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.25589999556541443}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3769680","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3769680","pdf_url":null,"source":{"id":"https://openalex.org/S89276529","display_name":"ACM Transactions on Computer-Human Interaction","issn_l":"1073-0516","issn":["1073-0516","1557-7325"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computer-Human Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7456497845","display_name":null,"funder_award_id":"RRID:SCR_025154","funder_id":"https://openalex.org/F4320334254","funder_display_name":"Institute for Computational and Data Sciences, Pennsylvania State University"}],"funders":[{"id":"https://openalex.org/F4320334254","display_name":"Institute for Computational and Data Sciences, Pennsylvania State University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W571814998","https://openalex.org/W2023936508","https://openalex.org/W2047248790","https://openalex.org/W2059362837","https://openalex.org/W2262972580","https://openalex.org/W2335602910","https://openalex.org/W2393822628","https://openalex.org/W2483388053","https://openalex.org/W2767579288","https://openalex.org/W2769533150","https://openalex.org/W2783539613","https://openalex.org/W2784392602","https://openalex.org/W2788034085","https://openalex.org/W2884295455","https://openalex.org/W2909452395","https://openalex.org/W2912745464","https://openalex.org/W2915011089","https://openalex.org/W2967579878","https://openalex.org/W3030654960","https://openalex.org/W3033766131","https://openalex.org/W3081790547","https://openalex.org/W3092604100","https://openalex.org/W3135358425","https://openalex.org/W3170757121","https://openalex.org/W4200112215","https://openalex.org/W4205516426","https://openalex.org/W4224992683","https://openalex.org/W4225131971","https://openalex.org/W4253763531","https://openalex.org/W4288058298","https://openalex.org/W4288080223","https://openalex.org/W4296405185","https://openalex.org/W4298124538","https://openalex.org/W4318483431","https://openalex.org/W4379621302","https://openalex.org/W4380322001","https://openalex.org/W4383681480","https://openalex.org/W4384447503","https://openalex.org/W4387933547","https://openalex.org/W4388007985","https://openalex.org/W4390010317","https://openalex.org/W4394822085","https://openalex.org/W4400110041","https://openalex.org/W4404311705","https://openalex.org/W4404754381","https://openalex.org/W4409735071","https://openalex.org/W4410049758","https://openalex.org/W4411541850","https://openalex.org/W4415171443"],"related_works":[],"abstract_inverted_index":{"Rideshare":[0],"workers":[1],"experience":[2],"unpredictable":[3],"working":[4],"conditions":[5],"due":[6],"to":[7,20,30,36,56,68],"gig":[8],"work":[9],"platforms\u2019":[10],"reliance":[11],"on":[12,97,120],"opaque":[13],"AI":[14],"and":[15,40,64,135],"algorithmic":[16],"systems.":[17],"In":[18],"response":[19],"these":[21,43],"challenges,":[22],"we":[23,49,118],"found":[24],"that":[25,62,90,111],"labor":[26],"organizers":[27,109],"want":[28],"data":[29,67,96,126],"help":[31],"them":[32],"advocate":[33],"for":[34,139],"legislation":[35],"increase":[37],"the":[38,70,75,80,121,130,136],"transparency":[39,141],"accountability":[41],"of":[42,74,123,132],"platforms.":[44],"To":[45],"address":[46],"this":[47],"need,":[48],"collaborated":[50,91],"with":[51,86,92],"a":[52,60],"Colorado-based":[53],"rideshare":[54,81],"union":[55],"develop":[57],"FairFare":[58,85,112],",":[59],"tool":[61],"crowdsources":[63],"analyzes":[65],"workers\u2019":[66],"estimate":[69],"\u201ctake":[71],"rate\u201d\u2014the":[72],"percentage":[73],"rider":[76],"price":[77],"retained":[78],"by":[79],"platform.":[82],"We":[83],"deployed":[84],"our":[87],"partner":[88],"organization":[89],"us":[93],"in":[94],"collecting":[95],"76,000+":[98],"trips":[99],"from":[100],"45":[101],"drivers":[102],"over":[103],"18":[104],"months.":[105],"During":[106],"evaluation":[107],"interviews,":[108],"reported":[110],"helped":[113],"influence":[114],"state-level":[115],"advocacy.":[116],"Finally,":[117],"reflect":[119],"complexities":[122],"translating":[124],"quantitative":[125],"into":[127],"policy":[128],"outcomes,":[129],"nature":[131],"community-based":[133],"audits,":[134],"design":[137],"implications":[138],"future":[140],"tools.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-16T00:00:00"}
