{"id":"https://openalex.org/W7151381393","doi":"https://doi.org/10.48550/arxiv.2604.03470","title":"Messages in a Digital Bottle: A Youth-Coauthored Perspective on LLM Chatbots and Adolescent Loneliness","display_name":"Messages in a Digital Bottle: A Youth-Coauthored Perspective on LLM Chatbots and Adolescent Loneliness","publication_year":2026,"publication_date":"2026-04-03","ids":{"openalex":"https://openalex.org/W7151381393","doi":"https://doi.org/10.48550/arxiv.2604.03470"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.03470","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.03470","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,"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.2604.03470","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133118994","display_name":"Jinyao Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Jinyao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5128674852","display_name":"Di Fu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fu, Di","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/T11519","display_name":"Digital Mental Health Interventions","score":0.614799976348877,"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"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.614799976348877,"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/T12128","display_name":"AI in Service Interactions","score":0.17190000414848328,"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"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.03530000150203705,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/loneliness","display_name":"Loneliness","score":0.8691999912261963},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.767799973487854},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.40799999237060547},{"id":"https://openalex.org/keywords/social-isolation","display_name":"Social isolation","score":0.37869998812675476},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.37709999084472656},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.36719998717308044},{"id":"https://openalex.org/keywords/social-anxiety","display_name":"Social anxiety","score":0.36480000615119934},{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.32679998874664307}],"concepts":[{"id":"https://openalex.org/C2779998236","wikidata":"https://www.wikidata.org/wiki/Q223270","display_name":"Loneliness","level":2,"score":0.8691999912261963},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.767799973487854},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6055999994277954},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4458000063896179},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.40799999237060547},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.382099986076355},{"id":"https://openalex.org/C2776893239","wikidata":"https://www.wikidata.org/wiki/Q1778765","display_name":"Social isolation","level":2,"score":0.37869998812675476},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.37709999084472656},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.36719998717308044},{"id":"https://openalex.org/C2777545354","wikidata":"https://www.wikidata.org/wiki/Q3557657","display_name":"Social anxiety","level":3,"score":0.36480000615119934},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.32679998874664307},{"id":"https://openalex.org/C130064352","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relation","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.30959999561309814},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2888999879360199},{"id":"https://openalex.org/C2780342009","wikidata":"https://www.wikidata.org/wiki/Q18387795","display_name":"Perspective-taking","level":3,"score":0.2874000072479248},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.2856000065803528},{"id":"https://openalex.org/C2987946170","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relationship","level":2,"score":0.2770000100135803},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2702000141143799},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.26030001044273376},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.25450000166893005},{"id":"https://openalex.org/C109778625","wikidata":"https://www.wikidata.org/wiki/Q796573","display_name":"Computer-mediated communication","level":3,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.03470","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.03470","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,"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.2604.03470","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.03470","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,"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":[{"display_name":"Reduced inequalities","score":0.4673847258090973,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Adolescent":[0],"loneliness":[1,100],"is":[2,32],"a":[3,14,33,152],"growing":[4],"concern":[5],"in":[6,81],"digitally":[7],"mediated":[8],"social":[9,85],"environments.":[10],"This":[11],"work-in-progress":[12],"presents":[13],"youth-authored":[15],"critical":[16],"synthesis":[17],"on":[18],"chatbots":[19,96],"powered":[20],"by":[21,56],"Large":[22],"Language":[23],"Model":[24],"(LLM)":[25],"and":[26,89,113,116,127],"adolescent":[27,103],"loneliness.":[28],"The":[29,139],"first":[30,46],"author":[31],"16-year-old":[34],"Chinese":[35],"student":[36],"who":[37],"recently":[38],"migrated":[39],"to":[40,151],"the":[41,45,57,63,76,147,161],"UK.":[42],"She":[43],"wrote":[44],"draft":[47],"of":[48,99,142,154],"this":[49,143],"paper":[50],"from":[51,84],"her":[52],"lived":[53],"experience,":[54],"supervised":[55],"second":[58],"author.":[59],"Rather":[60],"than":[61],"treating":[62],"youth":[64,148],"perspective":[65],"as":[66,75],"one":[67],"data":[68],"point":[69],"among":[70],"many,":[71],"we":[72],"foreground":[73],"it":[74],"primary":[77],"interpretive":[78],"lens,":[79],"grounded":[80],"interdisciplinary":[82],"literature":[83],"computing,":[86],"developmental":[87],"psychology,":[88],"Human-Computer":[90],"Interaction":[91],"(HCI).":[92],"We":[93,133],"examine":[94],"how":[95],"shape":[97],"experiences":[98],"differently":[101],"across":[102,156],"subgroups,":[104,158],"including":[105],"those":[106],"with":[107],"anxiety":[108],"or":[109],"depression,":[110],"neurodivergent":[111],"youth,":[112],"immigrant":[114],"adolescents,":[115],"identify":[117],"both":[118],"conditions":[119],"under":[120],"which":[121],"they":[122],"may":[123],"temporarily":[124],"reduce":[125],"isolation":[126],"breakdowns":[128],"that":[129],"risk":[130],"deepening":[131],"it.":[132],"derive":[134],"three":[135],"population-sensitive":[136],"design":[137],"implications.":[138],"next":[140],"phase":[141],"work":[144],"will":[145],"expand":[146],"authorship":[149],"model":[150],"panel":[153],"adolescents":[155],"these":[157],"empirically":[159],"validating":[160],"framework":[162],"presented":[163],"here.":[164]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-04-08T00:00:00"}
