{"id":"https://openalex.org/W4415250175","doi":"https://doi.org/10.1145/3757434","title":"Understanding Community 'Likes' and Clinical Perspective in Mental Health Discourse: Insights from YouTube Comments on College Students' Mental Health","display_name":"Understanding Community 'Likes' and Clinical Perspective in Mental Health Discourse: Insights from YouTube Comments on College Students' Mental Health","publication_year":2025,"publication_date":"2025-10-16","ids":{"openalex":"https://openalex.org/W4415250175","doi":"https://doi.org/10.1145/3757434"},"language":"en","primary_location":{"id":"doi:10.1145/3757434","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3757434","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064839875","display_name":"Heejun Kim","orcid":"https://orcid.org/0000-0002-7213-1646"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heejun Kim","raw_affiliation_strings":["University of North Texas, Denton, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-7213-1646","affiliations":[{"raw_affiliation_string":"University of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040623171","display_name":"Bogeum Choi","orcid":"https://orcid.org/0000-0002-9602-233X"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bogeum Choi","raw_affiliation_strings":["University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"raw_orcid":"https://orcid.org/0000-0002-9602-233X","affiliations":[{"raw_affiliation_string":"University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043613736","display_name":"Brian P. Daly","orcid":"https://orcid.org/0000-0001-5828-7313"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Daly","raw_affiliation_strings":["Drexel University, Philadelphia, PA, USA"],"raw_orcid":"https://orcid.org/0000-0001-5828-7313","affiliations":[{"raw_affiliation_string":"Drexel University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014325236","display_name":"Jina Huh","orcid":"https://orcid.org/0000-0001-5811-9256"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jina Huh-Yoo","raw_affiliation_strings":["Stevens Institute of Technology, Hoboken, NJ, USA"],"raw_orcid":"https://orcid.org/0000-0001-5811-9256","affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology, Hoboken, NJ, USA","institution_ids":["https://openalex.org/I108468826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7406,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87308033,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"9","issue":"7","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9930999875068665,"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":0.9930999875068665,"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/T10272","display_name":"Mental Health Treatment and Access","score":0.9919000267982483,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.9883000254631042,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.7260000109672546},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6608999967575073},{"id":"https://openalex.org/keywords/harm","display_name":"Harm","score":0.6503999829292297},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6173999905586243},{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.5860999822616577},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5699999928474426},{"id":"https://openalex.org/keywords/mental-illness","display_name":"Mental illness","score":0.4918000102043152},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.40639999508857727}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.7260000109672546},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6608999967575073},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.6503999829292297},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6173999905586243},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6060000061988831},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.5860999822616577},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5699999928474426},{"id":"https://openalex.org/C2776674806","wikidata":"https://www.wikidata.org/wiki/Q12135","display_name":"Mental illness","level":3,"score":0.4918000102043152},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4097000062465668},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.40639999508857727},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.3785000145435333},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.37630000710487366},{"id":"https://openalex.org/C189693848","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information exchange","level":2,"score":0.375900000333786},{"id":"https://openalex.org/C110379092","wikidata":"https://www.wikidata.org/wiki/Q1571836","display_name":"Social environment","level":2,"score":0.3425999879837036},{"id":"https://openalex.org/C2778087770","wikidata":"https://www.wikidata.org/wiki/Q2297111","display_name":"Social support","level":2,"score":0.3361999988555908},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.329800009727478},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2655999958515167},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C168285401","wikidata":"https://www.wikidata.org/wiki/Q1427245","display_name":"Stigma (botany)","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.25940001010894775},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2547000050544739},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3757434","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3757434","pdf_url":null,"source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":95,"referenced_works":["https://openalex.org/W201361503","https://openalex.org/W1495512916","https://openalex.org/W1535338860","https://openalex.org/W1928177371","https://openalex.org/W1968380849","https://openalex.org/W1969730631","https://openalex.org/W1971149316","https://openalex.org/W1971324531","https://openalex.org/W1984172473","https://openalex.org/W1989030431","https://openalex.org/W1998970095","https://openalex.org/W2000070104","https://openalex.org/W2004156149","https://openalex.org/W2007164302","https://openalex.org/W2007909468","https://openalex.org/W2008298794","https://openalex.org/W2011278005","https://openalex.org/W2018301045","https://openalex.org/W2022341386","https://openalex.org/W2029280332","https://openalex.org/W2044352423","https://openalex.org/W2050730017","https://openalex.org/W2057441171","https://openalex.org/W2058939132","https://openalex.org/W2067369167","https://openalex.org/W2070513048","https://openalex.org/W2079566306","https://openalex.org/W2093018575","https://openalex.org/W2107750653","https://openalex.org/W2114595254","https://openalex.org/W2117241873","https://openalex.org/W2118716638","https://openalex.org/W2121978941","https://openalex.org/W2130313487","https://openalex.org/W2130713906","https://openalex.org/W2145008870","https://openalex.org/W2146165357","https://openalex.org/W2151641262","https://openalex.org/W2154480377","https://openalex.org/W2169251741","https://openalex.org/W2225371022","https://openalex.org/W2273847690","https://openalex.org/W2294119943","https://openalex.org/W2417277534","https://openalex.org/W2497904089","https://openalex.org/W2529700378","https://openalex.org/W2596823239","https://openalex.org/W2615279094","https://openalex.org/W2620618590","https://openalex.org/W2762700563","https://openalex.org/W2766440381","https://openalex.org/W2801315249","https://openalex.org/W2923771584","https://openalex.org/W2942082370","https://openalex.org/W2946119234","https://openalex.org/W2971644349","https://openalex.org/W3010560628","https://openalex.org/W3035108209","https://openalex.org/W3093859340","https://openalex.org/W3094615643","https://openalex.org/W3103319922","https://openalex.org/W3106056888","https://openalex.org/W3122395526","https://openalex.org/W3135661886","https://openalex.org/W3136738164","https://openalex.org/W3151144306","https://openalex.org/W3160042596","https://openalex.org/W3164045934","https://openalex.org/W3170295387","https://openalex.org/W3172654470","https://openalex.org/W3191085759","https://openalex.org/W3191136298","https://openalex.org/W3209409148","https://openalex.org/W3210712343","https://openalex.org/W3211995604","https://openalex.org/W4200309887","https://openalex.org/W4220856280","https://openalex.org/W4225419551","https://openalex.org/W4240100329","https://openalex.org/W4246755090","https://openalex.org/W4249924107","https://openalex.org/W4250159203","https://openalex.org/W4280492063","https://openalex.org/W4281482989","https://openalex.org/W4281687410","https://openalex.org/W4283771777","https://openalex.org/W4285215550","https://openalex.org/W4289666617","https://openalex.org/W4292854730","https://openalex.org/W4294653793","https://openalex.org/W4376848210","https://openalex.org/W4386566746","https://openalex.org/W4388787637","https://openalex.org/W4392503764","https://openalex.org/W6889651432"],"related_works":[],"abstract_inverted_index":{"Anonymized,":[0],"informal":[1],"environments,":[2],"such":[3,24],"as":[4,25,52],"social":[5,19,175],"media,":[6],"provide":[7,18],"opportunities":[8],"for":[9,21,163,178],"individuals":[10],"to":[11],"naturally":[12],"exchange":[13],"information":[14],"and":[15,62,93,109,112,116,172],"receive":[16],"or":[17,151],"support":[20,53,128],"stigmatized":[22],"conditions,":[23],"mental":[26,88,135,180],"health.":[27,136,181],"The":[28],"sensitive":[29],"nature":[30],"of":[31,134,141],"the":[32,104,132,139,161],"content":[33,95],"shared":[34],"on":[35,45,83],"these":[36,57],"platforms":[37],"requires":[38],"automated":[39,169],"moderation,":[40],"which":[41],"is":[42,50,73],"often":[43],"based":[44],"keyword":[46],"detection.":[47],"However,":[48],"what":[49,72],"considered":[51],"versus":[54,75,129],"risk":[55],"in":[56,131,167],"contexts":[58],"can":[59,147],"be":[60,148],"controversial":[61],"more":[63],"situated.":[64],"To":[65],"investigate":[66],"how":[67,142],"we":[68,78],"might":[69],"better":[70],"define":[71],"supportive":[74,150],"harmful":[76,153],"content,":[77],"examined":[79],"49,006":[80],"YouTube":[81],"comments":[82,119,144],"videos":[84],"about":[85],"college":[86],"students'":[87],"health,":[89],"using":[90],"statistical":[91],"tests":[92],"qualitative":[94],"analysis":[96],"with":[97,123],"a":[98,155,164],"clinical":[99,156],"psychologist.":[100],"We":[101,137],"studied":[102],"(1)":[103],"association":[105],"between":[106],"community":[107,124],"'Likes'":[108,125],"both":[110],"self-disclosure":[111,146],"related":[113],"linguistic":[114],"features":[115,121],"(2)":[117],"when":[118],"exhibiting":[120],"associated":[122],"reflect":[126],"perceived":[127],"harm":[130],"context":[133],"discuss":[138],"situatedness":[140],"community-generated":[143],"containing":[145],"either":[149],"potentially":[152],"from":[154],"perspective.":[157],"This":[158],"work":[159],"highlights":[160],"need":[162],"paradigmatic":[165],"change":[166],"developing":[168],"moderation":[170],"rules":[171],"assumptions":[173],"toward":[174],"media":[176],"environments":[177],"supporting":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-16T00:00:00"}
