{"id":"https://openalex.org/W4408302913","doi":"https://doi.org/10.47989/ir30iconf47161","title":"Leveraging social circles and algorithmic processes in digital mental health tools for college students' stress management","display_name":"Leveraging social circles and algorithmic processes in digital mental health tools for college students' stress management","publication_year":2025,"publication_date":"2025-03-11","ids":{"openalex":"https://openalex.org/W4408302913","doi":"https://doi.org/10.47989/ir30iconf47161"},"language":"en","primary_location":{"id":"doi:10.47989/ir30iconf47161","is_oa":true,"landing_page_url":"https://doi.org/10.47989/ir30iconf47161","pdf_url":"https://publicera.kb.se/ir/article/download/47161/37138","source":{"id":"https://openalex.org/S163673364","display_name":"Information Research","issn_l":"1368-1613","issn":["1368-1613"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4360969346","host_organization_name":"Swedish School of Library and Information Science","host_organization_lineage":["https://openalex.org/P4360969346"],"host_organization_lineage_names":["Swedish School of Library and Information Science"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Research an international electronic journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://publicera.kb.se/ir/article/download/47161/37138","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081659317","display_name":"Farhanuddin Fazaluddin Kazi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115145","display_name":"University of Minnesota, Duluth","ror":"https://ror.org/01hy4qx27","country_code":"US","type":"education","lineage":["https://openalex.org/I4210115145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farhanuddin Fazaluddin Kazi","raw_affiliation_strings":["Swenson College of Science and Engineering, University of Minnesota Duluth, Minnesota, United States, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Swenson College of Science and Engineering, University of Minnesota Duluth, Minnesota, United States, United States of America","institution_ids":["https://openalex.org/I4210115145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048231357","display_name":"Jomara Sandbulte","orcid":"https://orcid.org/0000-0002-7798-2853"},"institutions":[{"id":"https://openalex.org/I4210115145","display_name":"University of Minnesota, Duluth","ror":"https://ror.org/01hy4qx27","country_code":"US","type":"education","lineage":["https://openalex.org/I4210115145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jomara Sandbulte","raw_affiliation_strings":["Swenson College of Science and Engineering, University of Minnesota Duluth, Minnesota, United States, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-7798-2853","affiliations":[{"raw_affiliation_string":"Swenson College of Science and Engineering, University of Minnesota Duluth, Minnesota, United States, United States of America","institution_ids":["https://openalex.org/I4210115145"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210115145"],"apc_list":null,"apc_paid":null,"fwci":0.7593,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70194362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"30","issue":"iConf","first_page":"919","last_page":"940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9700000286102295,"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":0.9700000286102295,"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/T13283","display_name":"Mental Health Research Topics","score":0.9291999936103821,"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/mental-health","display_name":"Mental health","score":0.6925883293151855},{"id":"https://openalex.org/keywords/stress-management","display_name":"Stress management","score":0.6203898191452026},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.5783984065055847},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5589649081230164},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4501950740814209},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.40955814719200134},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3980967700481415},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.33472704887390137},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.20644330978393555},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15227100253105164}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.6925883293151855},{"id":"https://openalex.org/C54039966","wikidata":"https://www.wikidata.org/wiki/Q1404268","display_name":"Stress management","level":2,"score":0.6203898191452026},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5783984065055847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5589649081230164},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4501950740814209},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.40955814719200134},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3980967700481415},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.33472704887390137},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.20644330978393555},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15227100253105164},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.47989/ir30iconf47161","is_oa":true,"landing_page_url":"https://doi.org/10.47989/ir30iconf47161","pdf_url":"https://publicera.kb.se/ir/article/download/47161/37138","source":{"id":"https://openalex.org/S163673364","display_name":"Information Research","issn_l":"1368-1613","issn":["1368-1613"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4360969346","host_organization_name":"Swedish School of Library and Information Science","host_organization_lineage":["https://openalex.org/P4360969346"],"host_organization_lineage_names":["Swedish School of Library and Information Science"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Research an international electronic journal","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2a3769e718544b8c9398283877fa9bc9","is_oa":true,"landing_page_url":"https://doaj.org/article/2a3769e718544b8c9398283877fa9bc9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information Research: An International Electronic Journal, Vol 30, Iss iConf (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.47989/ir30iconf47161","is_oa":true,"landing_page_url":"https://doi.org/10.47989/ir30iconf47161","pdf_url":"https://publicera.kb.se/ir/article/download/47161/37138","source":{"id":"https://openalex.org/S163673364","display_name":"Information Research","issn_l":"1368-1613","issn":["1368-1613"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4360969346","host_organization_name":"Swedish School of Library and Information Science","host_organization_lineage":["https://openalex.org/P4360969346"],"host_organization_lineage_names":["Swedish School of Library and Information Science"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Research an international electronic journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408302913.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3139055845","https://openalex.org/W3120669673","https://openalex.org/W2783805735","https://openalex.org/W4231300084","https://openalex.org/W4388441636","https://openalex.org/W3092423562","https://openalex.org/W2325454492","https://openalex.org/W2920889775","https://openalex.org/W1595776073","https://openalex.org/W2891266108"],"abstract_inverted_index":{"Introduction.":[0],"College":[1],"students":[2,32,141,162],"frequently":[3],"face":[4],"stress":[5,130,187],"from":[6],"academic":[7],"pressures,":[8],"social":[9,45,113,144],"demands,":[10],"and":[11,124,142,172,192],"the":[12,89,98,149,152,164,186],"challenges":[13],"of":[14,91,154],"daily":[15,168],"life.":[16],"Digital":[17],"mental":[18],"health":[19,99],"(DMH)":[20],"interventions":[21],"have":[22,63],"shown":[23],"promise":[24],"in":[25,51,71,88,97,177],"helping":[26],"manage":[27],"these":[28,68],"stressors.":[29],"However,":[30],"many":[31],"quickly":[33],"abandon":[34],"DMH":[35,56,61],"tools,":[36],"which":[37],"limits":[38],"their":[39,143],"effectiveness.":[40],"Previous":[41],"research":[42,74],"has":[43,79],"identified":[44],"interaction":[46],"as":[47],"a":[48,86,108,135,155],"key":[49],"factor":[50],"improving":[52],"user":[53,136],"engagement":[54],"with":[55,67,115,138,148,170],"tools.":[57],"Still,":[58],"most":[59],"existing":[60],"tools":[62],"not":[64],"been":[65],"designed":[66],"sharing":[69],"practices":[70],"mind.":[72],"Moreover,":[73],"on":[75,82,185],"recommender":[76],"systems":[77],"(RSs)":[78],"mainly":[80],"focused":[81],"single-user":[83],"interactions,":[84],"leaving":[85],"gap":[87],"development":[90],"RSs":[92],"for":[93,121,195],"group":[94],"settings,":[95],"particularly":[96],"domain.":[100],"Method.":[101],"To":[102],"address":[103],"this":[104],"gap,":[105],"we":[106],"developed":[107],"technological":[109],"probe":[110,150],"that":[111,161],"integrates":[112],"features":[114],"algorithmic":[116],"processes":[117],"to":[118,166,175],"provide":[119,193],"recommendations":[120,194],"both":[122],"individuals":[123],"groups,":[125],"aimed":[126],"at":[127],"supporting":[128],"students'":[129],"management":[131,188],"efforts.":[132],"We":[133,190],"conducted":[134],"study":[137],"15":[139],"college":[140],"circles,":[145],"who":[146],"interacted":[147],"over":[151],"course":[153],"day.":[156],"Results.":[157],"Our":[158],"findings":[159],"revealed":[160],"appreciated":[163],"opportunity":[165],"share":[167],"activities":[169],"friends":[171],"felt":[173],"motivated":[174],"engage":[176],"well-being-enhancing":[178],"behaviours.":[179],"Participants":[180],"also":[181],"gave":[182],"valuable":[183],"feedback":[184],"recommendations.":[189],"discuss":[191],"future":[196],"research.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
