{"id":"https://openalex.org/W7134235244","doi":"https://doi.org/10.48550/arxiv.2603.05953","title":"Who We Are, Where We Are: Mental Health at the Intersection of Person, Situation, and Large Language Models","display_name":"Who We Are, Where We Are: Mental Health at the Intersection of Person, Situation, and Large Language Models","publication_year":2026,"publication_date":"2026-03-06","ids":{"openalex":"https://openalex.org/W7134235244","doi":"https://doi.org/10.48550/arxiv.2603.05953"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.05953","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.05953","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.05953","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128486677","display_name":"Nikita Soni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Soni, Nikita","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074808333","display_name":"August Nilsson","orcid":"https://orcid.org/0000-0003-2416-3755"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nilsson, August H\u00e5kan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026697920","display_name":"Syeda Mahwish","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mahwish, Syeda","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019939300","display_name":"Vasudha Varadarajan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Varadarajan, Vasudha","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128533446","display_name":"H. Andrew Schwartz","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schwartz, H. Andrew","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5128619529","display_name":"Ryan L. Boyd","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boyd, Ryan L.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"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/T12488","display_name":"Mental Health via Writing","score":0.3310999870300293,"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"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.3310999870300293,"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"}},{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.22669999301433563,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T13283","display_name":"Mental Health Research Topics","score":0.19460000097751617,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/situational-ethics","display_name":"Situational ethics","score":0.6740999817848206},{"id":"https://openalex.org/keywords/trait","display_name":"Trait","score":0.517799973487854},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.5162000060081482},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.503600001335144},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4666999876499176},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.41260001063346863},{"id":"https://openalex.org/keywords/strict-constructionism","display_name":"Strict constructionism","score":0.3849000036716461},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.37529999017715454}],"concepts":[{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.6740999817848206},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5928000211715698},{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.517799973487854},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5162000060081482},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.503600001335144},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4952000081539154},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4666999876499176},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4309999942779541},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.41260001063346863},{"id":"https://openalex.org/C154350673","wikidata":"https://www.wikidata.org/wiki/Q7623615","display_name":"Strict constructionism","level":2,"score":0.3849000036716461},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.37529999017715454},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.32010000944137573},{"id":"https://openalex.org/C96199812","wikidata":"https://www.wikidata.org/wiki/Q2145290","display_name":"Mental representation","level":3,"score":0.31859999895095825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31139999628067017},{"id":"https://openalex.org/C2910200283","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychological Theory","level":2,"score":0.3107999861240387},{"id":"https://openalex.org/C163877629","wikidata":"https://www.wikidata.org/wiki/Q2642673","display_name":"Social constructionism","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2944999933242798},{"id":"https://openalex.org/C86658582","wikidata":"https://www.wikidata.org/wiki/Q1432778","display_name":"Social cognition","level":3,"score":0.2937000095844269},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.2881999909877777},{"id":"https://openalex.org/C188255311","wikidata":"https://www.wikidata.org/wiki/Q7256388","display_name":"Psychological research","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C84389358","wikidata":"https://www.wikidata.org/wiki/Q1129466","display_name":"Discourse analysis","level":2,"score":0.257999986410141},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2540000081062317},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.2515000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.05953","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.05953","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.05953","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.05953","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"score":0.419077068567276,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Mental":[0],"health":[1],"is":[2],"not":[3],"a":[4,8,77],"fixed":[5],"trait":[6],"but":[7],"dynamic":[9,128],"process":[10],"shaped":[11],"by":[12],"the":[13,64,105,117],"interplay":[14],"between":[15],"individual":[16],"dispositions":[17],"and":[18,24,35,38,84,134],"situational":[19,60],"contexts.":[20],"Building":[21],"on":[22],"interactionist":[23],"constructionist":[25],"psychological":[26,50,106,124],"theories,":[27],"we":[28],"develop":[29],"interpretable":[30],"models":[31],"to":[32,74,126],"predict":[33],"well-being":[34],"identify":[36],"adaptive":[37],"maladaptive":[39],"self-states":[40],"in":[41,131],"longitudinal":[42],"social":[43],"media":[44],"data.":[45],"Our":[46],"approach":[47],"integrates":[48],"person-level":[49],"traits":[51],"(e.g.,":[52],"resilience,":[53],"cognitive":[54],"distortions,":[55],"implicit":[56],"motives)":[57],"with":[58,123],"language-inferred":[59],"features":[61,73,93,109],"derived":[62],"from":[63,76],"Situational":[65],"8":[66],"DIAMONDS":[67],"framework.":[68],"We":[69],"compare":[70],"these":[71],"theory-grounded":[72],"embeddings":[75],"psychometrically-informed":[78],"language":[79],"model":[80],"that":[81,89],"captures":[82],"temporal":[83],"individual-specific":[85],"patterns.":[86],"Results":[87],"show":[88],"our":[90],"principled,":[91],"theory-driven":[92],"provide":[94],"competitive":[95],"performance":[96],"while":[97],"offering":[98],"greater":[99],"interpretability.":[100],"Qualitative":[101],"analyses":[102],"further":[103],"highlight":[104],"coherence":[107],"of":[108,112,119],"most":[110],"predictive":[111],"well-being.":[113],"These":[114],"findings":[115],"underscore":[116],"value":[118],"integrating":[120],"computational":[121],"modeling":[122],"theory":[125],"assess":[127],"mental":[129],"states":[130],"contextually":[132],"sensitive":[133],"human-understandable":[135],"ways.":[136]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-10T00:00:00"}