{"id":"https://openalex.org/W2802616258","doi":null,"title":"Applying the Transtheoretical Model of Behavioral Change to Reddit Data: A Pilot Study of Cessation Strategies and Outcomes among Tobacco Users","display_name":"Applying the Transtheoretical Model of Behavioral Change to Reddit Data: A Pilot Study of Cessation Strategies and Outcomes among Tobacco Users","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2802616258","mag":"2802616258"},"language":"en","primary_location":{"id":"mag:2802616258","doi":null,"is_oa":false,"landing_page_url":"https://vixra.org/pdf/1804.0494v1.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S2883122597","display_name":"viXra","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"viXra","raw_type":null},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":[],"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/A5077461380","display_name":"Danielle L. Mowery","orcid":"https://orcid.org/0000-0003-3802-4457","observed_orcids":["https://orcid.org/0000-0003-3802-4457"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Danielle L. Mowery","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3802-4457","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101627056","display_name":"Albert Park","orcid":"https://orcid.org/0000-0002-2419-0131","observed_orcids":["https://orcid.org/0000-0002-2419-0131"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Albert Park","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2419-0131","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5082051013","display_name":"Mike Conway","orcid":"https://orcid.org/0000-0002-3209-8108","observed_orcids":["https://orcid.org/0000-0002-3209-8108"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mike Conway","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3209-8108","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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/T10060","display_name":"Smoking Behavior and Cessation","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10060","display_name":"Smoking Behavior and Cessation","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12027","display_name":"Social Media in Health Education","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11542","display_name":"Behavioral Health and Interventions","score":0.0,"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/transtheoretical-model","display_name":"transtheoretical model","score":0.972000002861023},{"id":"https://openalex.org/keywords/tobacco-cessation","display_name":"tobacco cessation","score":0.8560000061988831},{"id":"https://openalex.org/keywords/smoking-cessation-strategies","display_name":"smoking cessation strategies","score":0.7269999980926514},{"id":"https://openalex.org/keywords/behavior-change-theories","display_name":"behaviour change theory","score":0.7319999933242798},{"id":"https://openalex.org/keywords/tobacco-use","display_name":"tobacco use","score":0.5649999976158142},{"id":"https://openalex.org/keywords/online-health-communities","display_name":"online health communities","score":0.44699999690055847}],"concepts":[{"id":"https://openalex.org/C2777048351","wikidata":"https://www.wikidata.org/wiki/Q495240","display_name":"Transtheoretical model","level":3,"score":0.9497142434120178},{"id":"https://openalex.org/C2777843972","wikidata":"https://www.wikidata.org/wiki/Q2462253","display_name":"Smoking cessation","level":2,"score":0.7122302055358887},{"id":"https://openalex.org/C14262774","wikidata":"https://www.wikidata.org/wiki/Q4880695","display_name":"Behavior change","level":2,"score":0.5528028011322021},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.49805712699890137},{"id":"https://openalex.org/C2778149918","wikidata":"https://www.wikidata.org/wiki/Q3291156","display_name":"Population health","level":3,"score":0.45421871542930603},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.4521898031234741},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4415813088417053},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.43434202671051025},{"id":"https://openalex.org/C1602351","wikidata":"https://www.wikidata.org/wiki/Q381370","display_name":"Health belief model","level":4,"score":0.42896631360054016},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4238035976886749},{"id":"https://openalex.org/C3019190695","wikidata":"https://www.wikidata.org/wiki/Q7212330","display_name":"Tobacco use","level":3,"score":0.41775619983673096},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31265318393707275},{"id":"https://openalex.org/C185618831","wikidata":"https://www.wikidata.org/wiki/Q1851928","display_name":"Health promotion","level":3,"score":0.2768331468105316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.23243311047554016},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.13159939646720886},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12186577916145325},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.09165412187576294},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2802616258","doi":null,"is_oa":false,"landing_page_url":"https://vixra.org/pdf/1804.0494v1.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S2883122597","display_name":"viXra","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"viXra","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9763000011444092}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1753299421","https://openalex.org/W1795134912","https://openalex.org/W1986185691","https://openalex.org/W2021604300","https://openalex.org/W2048849610","https://openalex.org/W2077780333","https://openalex.org/W2097484514","https://openalex.org/W2112573467","https://openalex.org/W2141161236","https://openalex.org/W2142912849","https://openalex.org/W2154013831","https://openalex.org/W2176052310","https://openalex.org/W2338747555","https://openalex.org/W2599314234","https://openalex.org/W2611513932","https://openalex.org/W2739815152","https://openalex.org/W2767551651","https://openalex.org/W2786643838","https://openalex.org/W2990789080"],"related_works":["https://openalex.org/W3127192273","https://openalex.org/W69088748","https://openalex.org/W2156671224","https://openalex.org/W50583828","https://openalex.org/W4309000349","https://openalex.org/W2784445074","https://openalex.org/W7043667753","https://openalex.org/W2076393877","https://openalex.org/W2025927233","https://openalex.org/W4382460639"],"abstract_inverted_index":{"Despite":[0],"the":[1,70],"existence":[2],"of":[3,44,92],"numerous":[4],"studies":[5],"demonstrating":[6],"that":[7,69],"tobacco":[8,22,45,65,93],"use":[9],"is":[10],"strongly":[11],"associated":[12],"with":[13],"cancer,":[14],"heart":[15],"disease,":[16],"stroke,":[17],"and":[18,42,48,57,67,76,88],"other":[19],"health":[20,29],"problems,":[21],"continues":[23],"to":[24,86],"be":[25,84],"a":[26,35],"major":[27],"public":[28],"threat":[30],"worldwide.":[31],"Social":[32],"media":[33],"provides":[34],"rich":[36],"resource":[37],"for":[38,64],"population-level,":[39],"health-based":[40],"monitoring":[41],"understanding":[43],"cessation":[46,66,91],"efforts":[47],"trends.":[49],"In":[50],"this":[51,96],"pilot":[52],"study,":[53],"we":[54],"identified":[55],"common":[56],"emerging":[58],"tactics":[59],"used":[60,78],"by":[61],"Reddit":[62],"users":[63],"demonstrated":[68],"Transtheoretical":[71],"Model":[72],"\u2014":[73],"an":[74],"established":[75],"widely":[77],"behavioural":[79],"change":[80],"theory":[81],"\u2013":[82],"could":[83],"leveraged":[85],"track":[87],"identify":[89],"successful":[90],"usage":[94],"within":[95],"population.":[97]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-05-17T00:00:00"}
