{"id":"https://openalex.org/W7164328352","doi":"https://doi.org/10.1145/3805689.3812277","title":"\u201cWhere is this coming from?\u201d Uncovering Trustworthiness Ideals in AI-powered Peripartum Information Seeking","display_name":"\u201cWhere is this coming from?\u201d Uncovering Trustworthiness Ideals in AI-powered Peripartum Information Seeking","publication_year":2026,"publication_date":"2026-06-23","ids":{"openalex":"https://openalex.org/W7164328352","doi":"https://doi.org/10.1145/3805689.3812277"},"language":null,"primary_location":{"id":"doi:10.1145/3805689.3812277","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805689.3812277","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3805689.3812277","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025705348","display_name":"Vaibhav Balloli","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vaibhav Balloli","raw_affiliation_strings":["University of Michigan, Ann Arbor, USA"],"raw_orcid":"https://orcid.org/0000-0003-1036-9672","affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138400044","display_name":"Julia Erickson","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julia Erickson","raw_affiliation_strings":["University of Michigan, Ann Arbor, USA"],"raw_orcid":"https://orcid.org/0009-0000-6217-5103","affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138471032","display_name":"Xinyi Li","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinyi Li","raw_affiliation_strings":["University of Michigan, Ann Arbor, USA"],"raw_orcid":"https://orcid.org/0009-0008-6597-9068","affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120308880","display_name":"Erin MacMurray van Liemt","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erin MacMurray van Liemt","raw_affiliation_strings":["Google Research, Los Angeles, USA"],"raw_orcid":"https://orcid.org/0009-0002-2016-200X","affiliations":[{"raw_affiliation_string":"Google Research, Los Angeles, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138304563","display_name":"Alex Peahl","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Peahl","raw_affiliation_strings":["University of Michigan, Ann Arbor, USA"],"raw_orcid":"https://orcid.org/0000-0002-1186-9866","affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055892489","display_name":"Elizabeth Bondi","orcid":"https://orcid.org/0000-0002-8459-8403"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth Bondi-Kelly","raw_affiliation_strings":["University of Michigan, Ann Arbor, USA"],"raw_orcid":"https://orcid.org/0000-0002-8459-8403","affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79304649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1979","last_page":"2009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.18019999563694,"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"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.18019999563694,"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"}},{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.1753000020980835,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11147","display_name":"Misinformation and Its Impacts","score":0.05999999865889549,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6470999717712402},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.6223000288009644},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.4643000066280365},{"id":"https://openalex.org/keywords/information-governance","display_name":"Information governance","score":0.46309998631477356},{"id":"https://openalex.org/keywords/focus-group","display_name":"Focus group","score":0.4068000018596649},{"id":"https://openalex.org/keywords/reproductive-health","display_name":"Reproductive health","score":0.39579999446868896},{"id":"https://openalex.org/keywords/information-seeking","display_name":"Information seeking","score":0.37310001254081726},{"id":"https://openalex.org/keywords/harm","display_name":"Harm","score":0.3666999936103821}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6470999717712402},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.6223000288009644},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.5239999890327454},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.4643000066280365},{"id":"https://openalex.org/C189922023","wikidata":"https://www.wikidata.org/wiki/Q17056348","display_name":"Information governance","level":4,"score":0.46309998631477356},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4584999978542328},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4180999994277954},{"id":"https://openalex.org/C56995899","wikidata":"https://www.wikidata.org/wiki/Q1126687","display_name":"Focus group","level":2,"score":0.4068000018596649},{"id":"https://openalex.org/C121752807","wikidata":"https://www.wikidata.org/wiki/Q1981388","display_name":"Reproductive health","level":3,"score":0.39579999446868896},{"id":"https://openalex.org/C2776636917","wikidata":"https://www.wikidata.org/wiki/Q3772297","display_name":"Information seeking","level":2,"score":0.37310001254081726},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.3666999936103821},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3382999897003174},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.33230000734329224},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3314000070095062},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.3190999925136566},{"id":"https://openalex.org/C47344431","wikidata":"https://www.wikidata.org/wiki/Q1519812","display_name":"Health policy","level":3,"score":0.31779998540878296},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3124000132083893},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.30309998989105225},{"id":"https://openalex.org/C2775951005","wikidata":"https://www.wikidata.org/wiki/Q3473024","display_name":"Community health","level":3,"score":0.29490000009536743},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.29249998927116394},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C45983554","wikidata":"https://www.wikidata.org/wiki/Q3412851","display_name":"Information quality","level":3,"score":0.2806999981403351},{"id":"https://openalex.org/C46295352","wikidata":"https://www.wikidata.org/wiki/Q207982","display_name":"Legitimacy","level":3,"score":0.2775999903678894},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.27059999108314514},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C2779024087","wikidata":"https://www.wikidata.org/wiki/Q18418842","display_name":"Information seeking behavior","level":3,"score":0.2624000012874603},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.26080000400543213}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3805689.3812277","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805689.3812277","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2606.10158","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2606.10158","pdf_url":"https://arxiv.org/pdf/2606.10158","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3805689.3812277","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3805689.3812277","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"AI-powered":[0],"tools":[1],"increasingly":[2],"promise":[3],"to":[4,50,53,62,96],"fill":[5],"information":[6,57,98,116,160],"gaps":[7],"in":[8,11,36,78,139],"health,":[9],"especially":[10],"domains":[12],"like":[13],"maternal":[14,55],"and":[15,22,46,76,103,124,151,170,181,188,201,220,242],"reproductive":[16],"health":[17,56,104,111,141],"that":[18,72,205,217],"demand":[19],"timely,":[20],"accurate,":[21],"actionable":[23],"information.":[24],"This":[25],"is":[26],"extremely":[27],"important,":[28],"as":[29],"the":[30,68,165,175,233,244],"United":[31],"States":[32],"leads":[33],"peer":[34],"nations":[35],"preventable":[37],"deaths,":[38],"with":[39,91,119,198],"stark":[40],"racial":[41],"disparities.":[42],"However,":[43],"current":[44,120],"AI":[45,228,248],"NLP-powered":[47],"systems":[48],"aim":[49],"improve":[51],"access":[52],"vetted":[54],"by":[58,144],"routing":[59],"user":[60],"queries":[61],"a":[63,136],"factual":[64,127],"response":[65],"while":[66],"under-specifying":[67],"socio-technical":[69],"governance":[70,182,197,223],"structures":[71],"shape":[73],"trust,":[74],"use,":[75],"harm":[77],"practice.":[79],"We":[80],"report":[81],"findings":[82,237],"from":[83],"four":[84,179],"synchronous":[85],"focus":[86],"groups":[87,94],"(n":[88],"=":[89],"24)":[90],"three":[92],"stakeholder":[93],"central":[95,137],"peripartum":[97],"support:":[99],"birthing":[100],"people,":[101],"clinicians,":[102],"workers":[105],"(e.g.,":[106],"doulas,":[107],"social":[108,187],"workers,":[109],"community":[110],"workers)":[112],"exploring":[113],"topics":[114],"around":[115],"seeking,":[117],"experience":[118],"clinical":[121],"infrastructure,":[122],"misinformation,":[123],"an":[125],"AI-enabled":[126],"answering":[128],"tool":[129],"design":[130,215],"probe.":[131],"Our":[132],"inductive":[133],"analysis":[134],"surfaces":[135],"finding:":[138],"high-stakes":[140],"contexts":[142],"shaped":[143],"historical":[145],"inequities,":[146],"trustworthiness":[147],"must":[148],"be":[149],"inspectable":[150,196],"not":[152],"asserted.":[153],"While":[154],"stakeholders":[155],"diverge":[156],"on":[157,164,174,210],"what":[158],"makes":[159],"credible,":[161],"they":[162],"converge":[163],"need":[166],"for":[167,186,225,238],"transparency,":[168],"recourse,":[169],"ecosystem":[171],"complementarity.":[172],"Based":[173],"discussions,":[176],"we":[177,213,231],"identify":[178],"themes":[180],"requirements:":[183],"(1)":[184],"support":[185],"identity-based":[189],"sensemaking,":[190],"(2)":[191],"pluralistic":[192,227],"verification":[193],"practices,":[194],"(3)":[195],"recourse":[199],"mechanisms,":[200],"(4)":[202],"ecosystem-aware":[203],"integration":[204],"avoids":[206],"shifting":[207],"burden.":[208],"Building":[209],"these":[211],"findings,":[212],"propose":[214],"artifacts":[216],"are":[218],"mistrust-aware":[219],"promote":[221],"principled":[222],"mechanisms":[224],"transparent,":[226],"systems.":[229,249],"Finally,":[230],"discuss":[232],"implications":[234],"of":[235,246],"our":[236],"expanding":[239],"human-AI":[240],"evaluations":[241],"improving":[243],"transparency":[245],"deployed":[247]},"counts_by_year":[],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2026-06-12T00:00:00"}