{"id":"https://openalex.org/W7131380767","doi":"https://doi.org/10.48550/arxiv.2602.19507","title":"Conversational AI for Automated Patient Questionnaire Completion: Development Insights and Design Principles","display_name":"Conversational AI for Automated Patient Questionnaire Completion: Development Insights and Design Principles","publication_year":2026,"publication_date":"2026-02-23","ids":{"openalex":"https://openalex.org/W7131380767","doi":"https://doi.org/10.48550/arxiv.2602.19507"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2602.19507","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.19507","pdf_url":null,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2602.19507","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053537164","display_name":"David Fraile Navarro","orcid":"https://orcid.org/0000-0002-1108-7071"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Navarro, David Fraile","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5011142830","display_name":"Mor Peleg","orcid":"https://orcid.org/0000-0002-5612-768X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peleg, Mor","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.48910000920295715,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.48910000920295715,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.36059999465942383,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.05510000139474869,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.6589999794960022},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6197999715805054},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.5396000146865845},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4934000074863434},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.44850000739097595},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4300999939441681},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.42750000953674316},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4115000069141388}],"concepts":[{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.6589999794960022},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6197999715805054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6134999990463257},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.5396000146865845},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4934000074863434},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.44850000739097595},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4300999939441681},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.42750000953674316},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4115000069141388},{"id":"https://openalex.org/C2779328685","wikidata":"https://www.wikidata.org/wiki/Q1475557","display_name":"Patient safety","level":3,"score":0.4077000021934509},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.35409998893737793},{"id":"https://openalex.org/C90329073","wikidata":"https://www.wikidata.org/wiki/Q914232","display_name":"Ask price","level":2,"score":0.3416000008583069},{"id":"https://openalex.org/C33276779","wikidata":"https://www.wikidata.org/wiki/Q1943363","display_name":"Design elements and principles","level":2,"score":0.3400000035762787},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3343000113964081},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.32409998774528503},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.2939999997615814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2777999937534332},{"id":"https://openalex.org/C2780103759","wikidata":"https://www.wikidata.org/wiki/Q5264375","display_name":"Design science","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2743000090122223},{"id":"https://openalex.org/C2779318504","wikidata":"https://www.wikidata.org/wiki/Q1438035","display_name":"Research design","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.2565000057220459},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.2540999948978424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2602.19507","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.19507","pdf_url":null,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2602.19507","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.19507","pdf_url":null,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Collecting":[0],"patient-reported":[1],"outcome":[2],"measures":[3],"(PROMs)":[4],"is":[5,167],"essential":[6],"for":[7,19,23,90,156,161,176],"clinical":[8,99],"care":[9],"and":[10,21,76,81,123,132,143,174],"research,":[11],"yet":[12],"traditional":[13],"form-based":[14],"approaches":[15],"are":[16],"often":[17],"tedious":[18],"patients":[20],"burdensome":[22],"clinicians.":[24],"We":[25,126],"developed":[26],"a":[27,70,82,153],"generative":[28],"AI":[29],"conversational":[30,105,159],"agent(CA)":[31],"using":[32],"GPT-5":[33],"to":[34,40,66,104,145],"collect":[35],"back":[36],"pain":[37],"data":[38,64,92,114],"according":[39],"the":[41],"NIH":[42],"Task":[43],"Force's":[44],"Recommended":[45],"Minimal":[46],"Dataset.":[47],"Unlike":[48],"prior":[49],"CAs":[50],"that":[51],"ask":[52],"questions":[53],"one-by-one,":[54],"our":[55,128],"CA":[56,166],"engages":[57],"users":[58],"in":[59,69],"topic-based":[60],"conversations,":[61],"allowing":[62],"multiple":[63],"items":[65],"be":[67],"captured":[68],"single":[71],"exchange.":[72],"Through":[73],"iterative":[74],"development":[75],"pilot":[77],"testing":[78],"with":[79],"clinicians":[80],"consumer":[83],"panel,":[84],"we":[85],"identified":[86],"key":[87],"design":[88,102,130,150],"principles":[89,96,151],"health":[91],"collection":[93],"CAs.":[94],"These":[95],"extend":[97],"established":[98],"decision":[100],"support":[101],"guidelines":[103],"interfaces,":[106],"addressing:":[107],"flexibility":[108],"of":[109],"interaction":[110],"style,":[111],"personality":[112],"calibration,":[113],"quality":[115],"assurance":[116],"through":[117],"confidence":[118],"visualization,":[119],"patient":[120,162],"safety":[121],"constraints,":[122],"interoperability":[124],"requirements.":[125],"present":[127],"prompt":[129],"methodology":[131],"discuss":[133],"challenges":[134],"encountered,":[135],"including":[136],"managing":[137],"conversation":[138],"length,":[139],"handling":[140],"ambiguous":[141],"responses,":[142],"adapting":[144],"LLM":[146],"version":[147],"changes.":[148],"Our":[149],"provide":[152],"practical":[154],"framework":[155],"developers":[157],"creating":[158],"agents":[160],"questionnaire":[163],"completion.":[164],"The":[165],"available":[168],"at":[169],"https://chatgpt.com/g/g-68f4869548f48191af0544f110ee91c6-backpain-data-collection-assistant":[170],"(requires":[171],"ChatGPT":[172],"registration":[173],"subscription":[175],"unlimited":[177],"use).":[178]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-02-26T00:00:00"}
