{"id":"https://openalex.org/W4303700305","doi":"https://doi.org/10.1108/itp-12-2020-0860","title":"Substance use and sentiment and topical tendencies: a study using social media conversations of youth experiencing homelessness","display_name":"Substance use and sentiment and topical tendencies: a study using social media conversations of youth experiencing homelessness","publication_year":2022,"publication_date":"2022-10-08","ids":{"openalex":"https://openalex.org/W4303700305","doi":"https://doi.org/10.1108/itp-12-2020-0860"},"language":"en","primary_location":{"id":"doi:10.1108/itp-12-2020-0860","is_oa":false,"landing_page_url":"https://doi.org/10.1108/itp-12-2020-0860","pdf_url":null,"source":{"id":"https://openalex.org/S185256354","display_name":"Information Technology and People","issn_l":"0959-3845","issn":["0959-3845","1758-5813"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology &amp; People","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/A5069003665","display_name":"Tianjie Deng","orcid":"https://orcid.org/0000-0003-0679-5548"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianjie Deng","raw_affiliation_strings":["Department of Business Information and Analytics, Daniels College of Business, University of Denver, Denver, Colorado, USA"],"raw_orcid":"https://orcid.org/0000-0003-0679-5548","affiliations":[{"raw_affiliation_string":"Department of Business Information and Analytics, Daniels College of Business, University of Denver, Denver, Colorado, USA","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019485118","display_name":"Anamika Barman\u2010Adhikari","orcid":"https://orcid.org/0000-0002-3985-9520"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anamika Barman-Adhikari","raw_affiliation_strings":["Graduate School of Social Work, University of Denver, Denver, Colorado, USA"],"raw_orcid":"https://orcid.org/0000-0002-3985-9520","affiliations":[{"raw_affiliation_string":"Graduate School of Social Work, University of Denver, Denver, Colorado, USA","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006033429","display_name":"Young Jin Lee","orcid":"https://orcid.org/0000-0002-6609-9002"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Young Jin Lee","raw_affiliation_strings":["Department of Business Information and Analytics, Daniels College of Business, University of Denver, Denver, Colorado, USA"],"raw_orcid":"https://orcid.org/0000-0002-6609-9002","affiliations":[{"raw_affiliation_string":"Department of Business Information and Analytics, Daniels College of Business, University of Denver, Denver, Colorado, USA","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053512791","display_name":"Rinku Dewri","orcid":"https://orcid.org/0000-0002-8332-2157"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rinku Dewri","raw_affiliation_strings":["Department of Computer Science, University of Denver, Denver, Colorado, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Denver, Denver, Colorado, USA","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019255945","display_name":"Kimberly Bender","orcid":"https://orcid.org/0000-0001-6659-6140"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kimberly Bender","raw_affiliation_strings":["Graduate School of Social Work, University of Denver, Denver, Colorado, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Social Work, University of Denver, Denver, Colorado, USA","institution_ids":["https://openalex.org/I131651094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I131651094"],"apc_list":null,"apc_paid":null,"fwci":0.2769,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.63410234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"36","issue":"6","first_page":"2515","last_page":"2542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11464","display_name":"Homelessness and Social Issues","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11464","display_name":"Homelessness and Social Issues","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9858999848365784,"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/T11860","display_name":"HIV, Drug Use, Sexual Risk","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7233672738075256},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.7203035354614258},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6301071643829346},{"id":"https://openalex.org/keywords/respondent","display_name":"Respondent","score":0.6227045059204102},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5627270936965942},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5533848404884338},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4634997546672821},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.4563581943511963},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.45379602909088135},{"id":"https://openalex.org/keywords/descriptive-statistics","display_name":"Descriptive statistics","score":0.4280813932418823},{"id":"https://openalex.org/keywords/download","display_name":"Download","score":0.42506492137908936},{"id":"https://openalex.org/keywords/substance-use","display_name":"Substance use","score":0.4168826639652252},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.41299593448638916},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.36477845907211304},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.35354283452033997},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3483104109764099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.18631762266159058},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.15621033310890198},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15324535965919495},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.1484527587890625},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13501951098442078},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.09132975339889526}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7233672738075256},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.7203035354614258},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6301071643829346},{"id":"https://openalex.org/C2776640315","wikidata":"https://www.wikidata.org/wiki/Q7315941","display_name":"Respondent","level":2,"score":0.6227045059204102},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5627270936965942},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5533848404884338},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4634997546672821},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4563581943511963},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.45379602909088135},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.4280813932418823},{"id":"https://openalex.org/C2780154274","wikidata":"https://www.wikidata.org/wiki/Q7126717","display_name":"Download","level":2,"score":0.42506492137908936},{"id":"https://openalex.org/C2991912374","wikidata":"https://www.wikidata.org/wiki/Q400711","display_name":"Substance use","level":2,"score":0.4168826639652252},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.41299593448638916},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.36477845907211304},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.35354283452033997},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3483104109764099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18631762266159058},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.15621033310890198},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15324535965919495},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.1484527587890625},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13501951098442078},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.09132975339889526},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/itp-12-2020-0860","is_oa":false,"landing_page_url":"https://doi.org/10.1108/itp-12-2020-0860","pdf_url":null,"source":{"id":"https://openalex.org/S185256354","display_name":"Information Technology and People","issn_l":"0959-3845","issn":["0959-3845","1758-5813"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology &amp; People","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8999999761581421,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W136013375","https://openalex.org/W1515555464","https://openalex.org/W1980103223","https://openalex.org/W1992824993","https://openalex.org/W1993063169","https://openalex.org/W1995684566","https://openalex.org/W2001105467","https://openalex.org/W2015166270","https://openalex.org/W2019750648","https://openalex.org/W2020032284","https://openalex.org/W2020576841","https://openalex.org/W2022579898","https://openalex.org/W2023559798","https://openalex.org/W2032000054","https://openalex.org/W2053661773","https://openalex.org/W2055256755","https://openalex.org/W2063556613","https://openalex.org/W2071345220","https://openalex.org/W2079756545","https://openalex.org/W2081155210","https://openalex.org/W2081331371","https://openalex.org/W2086374345","https://openalex.org/W2088699398","https://openalex.org/W2095819982","https://openalex.org/W2099813784","https://openalex.org/W2100772444","https://openalex.org/W2105997888","https://openalex.org/W2106686523","https://openalex.org/W2108475196","https://openalex.org/W2114492127","https://openalex.org/W2124105664","https://openalex.org/W2124199381","https://openalex.org/W2138840491","https://openalex.org/W2145848443","https://openalex.org/W2147931778","https://openalex.org/W2153531198","https://openalex.org/W2153803020","https://openalex.org/W2154887492","https://openalex.org/W2168332560","https://openalex.org/W2297338375","https://openalex.org/W2301837917","https://openalex.org/W2441043356","https://openalex.org/W2472016735","https://openalex.org/W2569545374","https://openalex.org/W2592794011","https://openalex.org/W2596049807","https://openalex.org/W2614449930","https://openalex.org/W2741216199","https://openalex.org/W2770013452","https://openalex.org/W2791768591","https://openalex.org/W2795781768","https://openalex.org/W2803758083","https://openalex.org/W2805322451","https://openalex.org/W2806497063","https://openalex.org/W2807021820","https://openalex.org/W2811308962","https://openalex.org/W2886164016","https://openalex.org/W2890481100","https://openalex.org/W2897630147","https://openalex.org/W2898548574","https://openalex.org/W2900541036","https://openalex.org/W2904644610","https://openalex.org/W2905166224","https://openalex.org/W2926638884","https://openalex.org/W2943020429","https://openalex.org/W2949380545","https://openalex.org/W2953042904","https://openalex.org/W2962425005","https://openalex.org/W2979387166","https://openalex.org/W2995074753","https://openalex.org/W2998523587","https://openalex.org/W3033150304","https://openalex.org/W3087367461","https://openalex.org/W3122325508","https://openalex.org/W3131578359","https://openalex.org/W3144695303","https://openalex.org/W4229027541","https://openalex.org/W4230506849","https://openalex.org/W4233437600","https://openalex.org/W4236554952","https://openalex.org/W4239994450"],"related_works":["https://openalex.org/W2593155302","https://openalex.org/W2041415459","https://openalex.org/W2072812638","https://openalex.org/W3126095231","https://openalex.org/W2352855287","https://openalex.org/W2378906650","https://openalex.org/W2384288445","https://openalex.org/W2382526412","https://openalex.org/W4200071106","https://openalex.org/W2347474189"],"abstract_inverted_index":{"Purpose":[0],"This":[1,226],"study":[2,227],"investigates":[3],"associations":[4],"between":[5,140],"Facebook":[6,104,120,142,149,166],"(FB)":[7],"conversations":[8,143],"and":[9,27,36,67,79,83,116,128,133,144,161,172],"self-reports":[10],"of":[11,24,51,62,151,192,208,223,231,265],"substance":[12,25,86,146,159],"use":[13,26],"among":[14],"youth":[15],"experiencing":[16],"homelessness":[17],"(YEH).":[18],"YEH":[19,81,152,158],"engage":[20],"in":[21,77,85,94,164,183,202],"high":[22],"rates":[23],"are":[28],"often":[29],"difficult":[30],"to":[31,58,74,96,101,136,239],"reach,":[32],"for":[33,46,99,253,258],"both":[34],"research":[35],"interventions.":[37],"Social":[38],"media":[39,217,256],"sites":[40,218],"provide":[41,249],"rich":[42],"digital":[43],"trace":[44,213],"data":[45,66,106,214,234,257],"observing":[47],"the":[48,60,138,196,203,229],"social":[49,216,255],"context":[50],"YEH's":[52,141,206,244],"health":[53,245],"behaviors.":[54,246],"The":[55,108,122,247],"authors":[56,109,123,248],"aim":[57],"investigate":[59],"feasibility":[61,230],"using":[63,232],"these":[64],"big":[65],"text":[68,125],"mining":[69,126],"techniques":[70],"as":[71],"a":[72,91,154,184,189,220,236,250,263],"supplement":[73],"self-report":[75,92],"surveys":[76],"detecting":[78],"understanding":[80],"attitudes":[82],"engagement":[84],"use.":[87,147,210],"Design/methodology/approach":[88],"Participants":[89],"took":[90],"survey":[93,111],"addition":[95],"providing":[97],"consent":[98],"researchers":[100],"download":[102],"their":[103,145,165],"feed":[105],"retrospectively.":[107],"collected":[110],"responses":[112],"from":[113,235,262],"92":[114],"participants":[115],"retrieved":[117],"33,204":[118],"textual":[119],"conversations.":[121],"performed":[124],"analysis":[127,130],"statistical":[129],"including":[131],"ANOVA":[132],"logistic":[134],"regression":[135],"examine":[137],"relationship":[139],"Findings":[148],"posts":[150,167],"have":[153],"moderately":[155],"positive":[156,181],"sentiment.":[157],"users":[160],"non-users":[162],"differed":[163],"regarding:":[168],"(1)":[169],"overall":[170],"sentiment":[171,182],"(2)":[173],"topics":[174,201],"discussed.":[175],"Logistic":[176],"regressions":[177],"show":[178],"that":[179],"more":[180],"respondent's":[185],"FB":[186],"conversation":[187,204],"suggests":[188],"lower":[190],"likelihood":[191,207],"marijuana":[193,209],"usage.":[194],"On":[195],"other":[197],"hand,":[198],"discussing":[199],"money-related":[200],"increases":[205],"Originality/value":[211],"Digital":[212],"on":[215],"represent":[219],"vast":[221],"source":[222],"ecological":[224],"data.":[225],"demonstrates":[228],"such":[233],"hard-to-reach":[237],"population":[238],"gain":[240],"unique":[241],"insights":[242],"into":[243],"text-mining-based":[251],"toolkit":[252],"analyzing":[254],"interpretation":[259],"by":[260],"experts":[261],"variety":[264],"domains.":[266]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
