{"id":"https://openalex.org/W4306754744","doi":"https://doi.org/10.1038/s44184-022-00014-7","title":"Head versus heart: social media reveals differential language of loneliness from depression","display_name":"Head versus heart: social media reveals differential language of loneliness from depression","publication_year":2022,"publication_date":"2022-10-18","ids":{"openalex":"https://openalex.org/W4306754744","doi":"https://doi.org/10.1038/s44184-022-00014-7","pmid":"https://pubmed.ncbi.nlm.nih.gov/38609477","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10955894"},"language":"en","primary_location":{"id":"doi:10.1038/s44184-022-00014-7","doi":"https://doi.org/10.1038/s44184-022-00014-7","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s44184-022-00014-7","pdf_url":"https://www.nature.com/articles/s44184-022-00014-7.pdf","source":{"id":"https://openalex.org/S4387280515","display_name":"npj Mental Health Research","issn_l":"2731-4251","issn":["2731-4251"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Mental Health Research","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s44184-022-00014-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100706822","display_name":"Tingting Liu","orcid":"https://orcid.org/0000-0002-8179-6180","observed_orcids":["https://orcid.org/0000-0002-8179-6180","https://orcid.org/0000-0002-4850-2718"]},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I1327069482","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I1327069482"]},{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tingting Liu","raw_affiliation_strings":["National Institute on Drug Abuse (NIDA IRP), National Institutes of Health (NIH), Baltimore, MD, USA. tingting.liu@nih.gov","Positive Psychology Center, University of Pennsylvania, Philadelphia, PA, USA. tingting.liu@nih.gov","National Institute on Drug Abuse (NIDA IRP), National Institutes of Health (NIH), Baltimore, MD, USA"],"raw_orcid":"https://orcid.org/0000-0002-8179-6180","affiliations":[{"raw_affiliation_string":"National Institute on Drug Abuse (NIDA IRP), National Institutes of Health (NIH), Baltimore, MD, USA. tingting.liu@nih.gov","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I1327069482"]},{"raw_affiliation_string":"Positive Psychology Center, University of Pennsylvania, Philadelphia, PA, USA. tingting.liu@nih.gov","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"National Institute on Drug Abuse (NIDA IRP), National Institutes of Health (NIH), Baltimore, MD, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I1327069482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044944954","display_name":"Lyle Ungar","orcid":"https://orcid.org/0000-0003-2047-1443","observed_orcids":["https://orcid.org/0000-0003-2047-1443"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lyle H. Ungar","raw_affiliation_strings":["Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA","Positive Psychology Center, University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Positive Psychology Center, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076193392","display_name":"Brenda L. Curtis","orcid":"https://orcid.org/0000-0002-2511-3322","observed_orcids":["https://orcid.org/0000-0002-2511-3322"]},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I1327069482","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I1327069482"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brenda Curtis","raw_affiliation_strings":["National Institute on Drug Abuse (NIDA IRP), National Institutes of Health (NIH), Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute on Drug Abuse (NIDA IRP), National Institutes of Health (NIH), Baltimore, MD, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I1327069482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043084615","display_name":"Garrick T. Sherman","orcid":"https://orcid.org/0000-0002-2146-0706","observed_orcids":["https://orcid.org/0000-0002-2146-0706"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Garrick Sherman","raw_affiliation_strings":["Positive Psychology Center, University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Positive Psychology Center, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049737475","display_name":"Kenna Yadeta","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I1327069482","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I1327069482"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenna Yadeta","raw_affiliation_strings":["National Institute on Drug Abuse (NIDA IRP), National Institutes of Health (NIH), Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute on Drug Abuse (NIDA IRP), National Institutes of Health (NIH), Baltimore, MD, USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I1327069482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050636888","display_name":"Louis Tay","orcid":"https://orcid.org/0000-0002-5522-4728","observed_orcids":["https://orcid.org/0000-0002-5522-4728"]},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Louis Tay","raw_affiliation_strings":["Department of Psychological Sciences, Purdue University, West Lafayette, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychological Sciences, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079039372","display_name":"johannes Christopher Eichstaedt","orcid":"https://orcid.org/0000-0002-3220-2972","observed_orcids":["https://orcid.org/0000-0002-3220-2972"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Johannes C. Eichstaedt","raw_affiliation_strings":["Department of Psychology, Institute for Human-Centered A.I., Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Institute for Human-Centered A.I., Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010646067","display_name":"Sharath Chandra Guntuku","orcid":"https://orcid.org/0000-0002-2929-0035","observed_orcids":["https://orcid.org/0000-0002-2929-0035"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sharath Chandra Guntuku","raw_affiliation_strings":["Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA. sharathg@cis.upenn.edu","Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2929-0035","affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA. sharathg@cis.upenn.edu","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5010646067","https://openalex.org/A5100706822"],"corresponding_institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I1327069482","https://openalex.org/I79576946"],"apc_list":{"value":1290,"currency":"USD","value_usd":1290},"apc_paid":{"value":1290,"currency":"USD","value_usd":1290},"fwci":3.7766,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.93382353,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"1","issue":"1","first_page":"16","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":1.0,"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":1.0,"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/T13283","display_name":"Mental Health Research Topics","score":0.0,"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"}},{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.0,"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/loneliness","display_name":"loneliness","score":0.9980000257492065},{"id":"https://openalex.org/keywords/depression","display_name":"depression","score":0.9990000128746033},{"id":"https://openalex.org/keywords/social-media-language","display_name":"social media language","score":0.7850000262260437},{"id":"https://openalex.org/keywords/facebook-posts","display_name":"Facebook posts","score":0.9810000061988831},{"id":"https://openalex.org/keywords/linguistic-inquiry-and-word-count","display_name":"LIWC","score":0.9079999923706055},{"id":"https://openalex.org/keywords/cognitive-processes","display_name":"cognitive processes","score":0.47200000286102295},{"id":"https://openalex.org/keywords/interpersonal-relationships","display_name":"interpersonal relationships","score":0.7900000214576721},{"id":"https://openalex.org/keywords/social-cognition","display_name":"social cognition","score":0.5109999775886536},{"id":"https://openalex.org/keywords/first-person-plural-pronouns","display_name":"first-person plural pronouns","score":0.7409999966621399},{"id":"https://openalex.org/keywords/loneliness-interventions","display_name":"loneliness interventions","score":0.30799999833106995}],"concepts":[{"id":"https://openalex.org/C2779998236","wikidata":"https://www.wikidata.org/wiki/Q223270","display_name":"Loneliness","level":2,"score":0.9429764747619629},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7346768379211426},{"id":"https://openalex.org/C139265228","wikidata":"https://www.wikidata.org/wiki/Q5283089","display_name":"Distress","level":2,"score":0.5424484014511108},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.4839644730091095},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4773124158382416},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.4481113851070404},{"id":"https://openalex.org/C187029079","wikidata":"https://www.wikidata.org/wiki/Q958679","display_name":"Cognitive reframing","level":2,"score":0.43910717964172363},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.40277791023254395},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3121170997619629},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.2544771432876587},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.22689604759216309},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.09611886739730835},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1038/s44184-022-00014-7","doi":"https://doi.org/10.1038/s44184-022-00014-7","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s44184-022-00014-7","pdf_url":"https://www.nature.com/articles/s44184-022-00014-7.pdf","source":{"id":"https://openalex.org/S4387280515","display_name":"npj Mental Health Research","issn_l":"2731-4251","issn":["2731-4251"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Mental Health Research","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10955894","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10955894","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10955894/pdf/44184_2022_Article_14.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Npj Ment Health Res","raw_type":"Text"},{"id":"pmid:38609477","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38609477","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Npj mental health research","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1038/s44184-022-00014-7","doi":"https://doi.org/10.1038/s44184-022-00014-7","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s44184-022-00014-7","pdf_url":"https://www.nature.com/articles/s44184-022-00014-7.pdf","source":{"id":"https://openalex.org/S4387280515","display_name":"npj Mental Health Research","issn_l":"2731-4251","issn":["2731-4251"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Mental Health Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337347","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4306754744.pdf","grobid_xml":"https://content.openalex.org/works/W4306754744.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W2402700","https://openalex.org/W1974322420","https://openalex.org/W1985329916","https://openalex.org/W2045083736","https://openalex.org/W2049964867","https://openalex.org/W2056868472","https://openalex.org/W2061510646","https://openalex.org/W2069678324","https://openalex.org/W2080837127","https://openalex.org/W2098003297","https://openalex.org/W2100085496","https://openalex.org/W2117152544","https://openalex.org/W2119595472","https://openalex.org/W2122884679","https://openalex.org/W2131334268","https://openalex.org/W2131374070","https://openalex.org/W2132322340","https://openalex.org/W2137123520","https://openalex.org/W2138867401","https://openalex.org/W2139433778","https://openalex.org/W2139540989","https://openalex.org/W2140910804","https://openalex.org/W2149826106","https://openalex.org/W2152514466","https://openalex.org/W2157613827","https://openalex.org/W2168289525","https://openalex.org/W2509453878","https://openalex.org/W2548227464","https://openalex.org/W2593668264","https://openalex.org/W2602706681","https://openalex.org/W2741216199","https://openalex.org/W2787145468","https://openalex.org/W2804839060","https://openalex.org/W2897583329","https://openalex.org/W2913810258","https://openalex.org/W2987392055","https://openalex.org/W3004296858","https://openalex.org/W3017115171","https://openalex.org/W3026935399","https://openalex.org/W3031558689","https://openalex.org/W3035231744","https://openalex.org/W3036000571","https://openalex.org/W3039187198","https://openalex.org/W3092071453","https://openalex.org/W3161494759","https://openalex.org/W3165199608","https://openalex.org/W3174794090","https://openalex.org/W3176732568","https://openalex.org/W3177848587","https://openalex.org/W3211954015","https://openalex.org/W4243663932","https://openalex.org/W4286213275"],"related_works":["https://openalex.org/W7061450642","https://openalex.org/W2987392055","https://openalex.org/W3175649041","https://openalex.org/W3199894954","https://openalex.org/W7166826850","https://openalex.org/W2963797568","https://openalex.org/W3176732568","https://openalex.org/W3042632851","https://openalex.org/W3141783116","https://openalex.org/W4393180737"],"abstract_inverted_index":{"We":[0],"study":[1],"the":[2,19,75,98,138,152,157,175],"language":[3,52,76],"differentially":[4],"associated":[5,77],"with":[6,27,78],"loneliness":[7,26,79,141,166],"and":[8,17,25,35,41,44,57,64,67,93,97,102,107,125,129,148,183],"depression":[9,24,45],"using":[10],"3.4-million":[11],"Facebook":[12],"posts":[13],"from":[14],"2986":[15],"individuals,":[16],"uncover":[18],"statistical":[20],"associations":[21],"of":[22,100,140,154,177],"survey-based":[23],"both":[28],"dictionary-based":[29],"(Linguistic":[30],"Inquiry":[31],"Word":[32],"Count":[33],"2015)":[34],"open-vocabulary":[36],"linguistic":[37],"features":[38],"(words,":[39],"phrases,":[40],"topics).":[42],"Loneliness":[43],"were":[46,116],"found":[47],"to":[48,73,88,119,151],"have":[49],"highly":[50],"overlapping":[51],"profiles,":[53],"including":[54,85],"sickness,":[55],"pain,":[56],"negative":[58],"emotions":[59],"as":[60,69],"(cross-sectional)":[61],"risk":[62],"factors,":[63],"social":[65,121,170,178,181],"relationships":[66,122],"activities":[68,104,145],"protective":[70],"factors.":[71],"Compared":[72],"depression,":[74],"reflects":[80],"a":[81],"stronger":[82],"cognitive":[83,89,103,144],"focus,":[84],"more":[86,117],"references":[87],"processes":[90],"(i.e.,":[91,146,188],"differentiation":[92],"tentative":[94],"language,":[95],"thoughts,":[96],"observation":[99],"irregularities),":[101],"like":[105],"reading":[106],"writing.":[108],"As":[109],"might":[110],"be":[111],"expected,":[112],"less":[113],"lonely":[114],"users":[115],"likely":[118],"reference":[120],"(e.g.,":[123,172],"friends":[124],"family,":[126],"romantic":[127],"relationships),":[128],"use":[130],"first-person":[131],"plural":[132],"pronouns.":[133],"Our":[134],"findings":[135,162],"suggest":[136,163],"that":[137,167],"mechanisms":[139],"include":[142],"self-oriented":[143],"reading)":[147],"an":[149],"overattention":[150],"interpretation":[153],"information":[155],"in":[156],"environment.":[158],"These":[159],"data-driven":[160],"ecological":[161],"interventions":[164],"for":[165],"target":[168],"maladaptive":[169],"cognitions":[171],"through":[173],"reframing":[174],"perception":[176],"environments),":[179],"strengthen":[180],"relationships,":[182],"treat":[184],"other":[185],"affective":[186],"distress":[187],"depression).":[189]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2022-10-19T00:00:00"}
