{"id":"https://openalex.org/W3109908032","doi":"https://doi.org/10.1080/14659891.2020.1851407","title":"Associations between participant characteristics, digital intervention engagement and recovery outcomes for participants accessing \u2018Breaking Free Online\u2019 at \u2018Change Grow Live\u2019","display_name":"Associations between participant characteristics, digital intervention engagement and recovery outcomes for participants accessing \u2018Breaking Free Online\u2019 at \u2018Change Grow Live\u2019","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3109908032","doi":"https://doi.org/10.1080/14659891.2020.1851407","mag":"3109908032"},"language":"en","primary_location":{"id":"doi:10.1080/14659891.2020.1851407","doi":"https://doi.org/10.1080/14659891.2020.1851407","is_oa":false,"landing_page_url":"https://doi.org/10.1080/14659891.2020.1851407","pdf_url":null,"source":{"id":"https://openalex.org/S198818534","display_name":"Journal of Substance Use","issn_l":"1465-9891","issn":["1465-9891","1475-9942"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","doyens","jufo-1","ki-jl-1","norway-1","poland-40","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Substance Use","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.manchester.ac.uk/ws/files/178914781/Elison_Davies_et_al_2020.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002797317","display_name":"Sarah Elison","orcid":"https://orcid.org/0000-0002-5649-640X","observed_orcids":["https://orcid.org/0000-0002-5649-640X"]},"institutions":[{"id":"https://openalex.org/I4405266960","display_name":"Breaking Free Group (United Kingdom)","ror":"https://ror.org/00gpnzp83","country_code":"GB","type":"company","lineage":["https://openalex.org/I4405266960"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Sarah Elison-Davies","raw_affiliation_strings":["Breaking Free Group, Williams House, Manchester Science Park, Manchester, UK"],"raw_orcid":"https://orcid.org/0000-0002-5649-640X","affiliations":[{"raw_affiliation_string":"Breaking Free Group, Williams House, Manchester Science Park, Manchester, UK","institution_ids":["https://openalex.org/I4405266960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101855836","display_name":"Karen Petra Hayhurst","orcid":"https://orcid.org/0000-0002-8976-2356","observed_orcids":["https://orcid.org/0000-0002-8976-2356"]},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Karen Hayhurst","raw_affiliation_strings":["Centre for Mental Health & Safety, Division of Psychology & Mental Health, The University of Manchester, Manchester, UK"],"raw_orcid":"https://orcid.org/0000-0002-8976-2356","affiliations":[{"raw_affiliation_string":"Centre for Mental Health & Safety, Division of Psychology & Mental Health, The University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024116331","display_name":"Andrew Jones","orcid":"https://orcid.org/0000-0003-3545-4080","observed_orcids":["https://orcid.org/0000-0003-3545-4080","https://orcid.org/0000-0001-7369-4937","https://orcid.org/0000-0003-4114-1785"]},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Jones","raw_affiliation_strings":["Centre for Epidemiology, Division of Population Health, Health Services Research and Primary Care, University of Manchester, Manchester, UK"],"raw_orcid":"https://orcid.org/0000-0003-3545-4080","affiliations":[{"raw_affiliation_string":"Centre for Epidemiology, Division of Population Health, Health Services Research and Primary Care, University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067916481","display_name":"Zo\u00eb Welch","orcid":"https://orcid.org/0000-0002-4358-4048","observed_orcids":["https://orcid.org/0000-0002-4358-4048"]},"institutions":[{"id":"https://openalex.org/I4405259214","display_name":"Change Grow Live","ror":"https://ror.org/01xntxg74","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4405259214"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zoe Welch","raw_affiliation_strings":["Change Grow Live, Manchester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Change Grow Live, Manchester, UK","institution_ids":["https://openalex.org/I4405259214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037130180","display_name":"Glyn Davies","orcid":"https://orcid.org/0000-0002-0839-8450","observed_orcids":["https://orcid.org/0000-0002-0839-8450"]},"institutions":[{"id":"https://openalex.org/I4405266960","display_name":"Breaking Free Group (United Kingdom)","ror":"https://ror.org/00gpnzp83","country_code":"GB","type":"company","lineage":["https://openalex.org/I4405266960"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Glyn Davies","raw_affiliation_strings":["Breaking Free Group, Williams House, Manchester Science Park, Manchester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Breaking Free Group, Williams House, Manchester Science Park, Manchester, UK","institution_ids":["https://openalex.org/I4405266960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102783622","display_name":"Jonathan Ward","orcid":"https://orcid.org/0000-0001-8911-6007","observed_orcids":["https://orcid.org/0000-0001-8911-6007"]},"institutions":[{"id":"https://openalex.org/I4405266960","display_name":"Breaking Free Group (United Kingdom)","ror":"https://ror.org/00gpnzp83","country_code":"GB","type":"company","lineage":["https://openalex.org/I4405266960"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jonathan Ward","raw_affiliation_strings":["Breaking Free Group, Williams House, Manchester Science Park, Manchester, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Breaking Free Group, Williams House, Manchester Science Park, Manchester, UK","institution_ids":["https://openalex.org/I4405266960"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002797317"],"corresponding_institution_ids":["https://openalex.org/I4405266960"],"apc_list":null,"apc_paid":null,"fwci":0.8728,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70345385,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"26","issue":"5","first_page":"497","last_page":"504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.7900000214576721,"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"}},"topics":[{"id":"https://openalex.org/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.7900000214576721,"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"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.20640000700950623,"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/T11705","display_name":"Gambling Behavior and Treatments","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/computer-assisted-therapy","display_name":"computer-assisted therapy","score":0.9300000071525574},{"id":"https://openalex.org/keywords/digital-interventions","display_name":"digital interventions","score":0.8659999966621399},{"id":"https://openalex.org/keywords/treatment-engagement","display_name":"treatment engagement","score":0.6620000004768372},{"id":"https://openalex.org/keywords/mental-health","display_name":"mental health","score":0.7739999890327454},{"id":"https://openalex.org/keywords/dose-response-relationship","display_name":"dose-response relationship","score":0.6949999928474426},{"id":"https://openalex.org/keywords/participant-characteristics","display_name":"participant characteristics","score":0.6039999723434448},{"id":"https://openalex.org/keywords/practitioner-support","display_name":"practitioner support","score":0.5740000009536743}],"concepts":[{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7458841800689697},{"id":"https://openalex.org/C137886200","wikidata":"https://www.wikidata.org/wiki/Q2725568","display_name":"Biopsychosocial model","level":2,"score":0.5962170958518982},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5661869645118713},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.454462468624115},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45251962542533875},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4405917227268219},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.4215964674949646},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.4047728180885315},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.18816497921943665},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/14659891.2020.1851407","doi":"https://doi.org/10.1080/14659891.2020.1851407","is_oa":false,"landing_page_url":"https://doi.org/10.1080/14659891.2020.1851407","pdf_url":null,"source":{"id":"https://openalex.org/S198818534","display_name":"Journal of Substance Use","issn_l":"1465-9891","issn":["1465-9891","1475-9942"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","doyens","jufo-1","ki-jl-1","norway-1","poland-40","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Substance Use","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/f15eb72c-b6af-4eda-b731-2f367893baea","doi":null,"is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/f15eb72c-b6af-4eda-b731-2f367893baea","pdf_url":"https://pure.manchester.ac.uk/ws/files/178914781/Elison_Davies_et_al_2020.pdf","source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Elison-Davies, S, Hayhurst, K, Jones, A, Welch, Z, Davies, G & Ward, J 2021, 'Associations between baseline service user characteristics, engagement with a tailorable computer-assisted therapy for substance misuse, and clinical outcomes: Effectiveness of \u2018Breaking Free Online\u2019 at health and social care organisation \u2018Change, Grow, Live\u2019', Journal of Substance Use, vol. 26, no. 5, pp. 497-504. https://doi.org/10.1080/14659891.2020.1851407","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/f15eb72c-b6af-4eda-b731-2f367893baea","doi":null,"is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/f15eb72c-b6af-4eda-b731-2f367893baea","pdf_url":"https://pure.manchester.ac.uk/ws/files/178914781/Elison_Davies_et_al_2020.pdf","source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Elison-Davies, S, Hayhurst, K, Jones, A, Welch, Z, Davies, G & Ward, J 2021, 'Associations between baseline service user characteristics, engagement with a tailorable computer-assisted therapy for substance misuse, and clinical outcomes: Effectiveness of \u2018Breaking Free Online\u2019 at health and social care organisation \u2018Change, Grow, Live\u2019', Journal of Substance Use, vol. 26, no. 5, pp. 497-504. https://doi.org/10.1080/14659891.2020.1851407","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.98580002784729,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3109908032.pdf","grobid_xml":"https://content.openalex.org/works/W3109908032.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1469740903","https://openalex.org/W1824060664","https://openalex.org/W1884161560","https://openalex.org/W1963819178","https://openalex.org/W1973207172","https://openalex.org/W1985453955","https://openalex.org/W1996505604","https://openalex.org/W1999565645","https://openalex.org/W2008562113","https://openalex.org/W2011221954","https://openalex.org/W2011934784","https://openalex.org/W2012891402","https://openalex.org/W2014761065","https://openalex.org/W2018820143","https://openalex.org/W2020292934","https://openalex.org/W2046303472","https://openalex.org/W2057902960","https://openalex.org/W2094369744","https://openalex.org/W2106701467","https://openalex.org/W2108887642","https://openalex.org/W2109935313","https://openalex.org/W2116499890","https://openalex.org/W2120742996","https://openalex.org/W2122784254","https://openalex.org/W2144334332","https://openalex.org/W2146590812","https://openalex.org/W2156977305","https://openalex.org/W2157786529","https://openalex.org/W2158748444","https://openalex.org/W2162544110","https://openalex.org/W2169434152","https://openalex.org/W2181090306","https://openalex.org/W2181847988","https://openalex.org/W2182271449","https://openalex.org/W2241330177","https://openalex.org/W2336178744","https://openalex.org/W2400037221","https://openalex.org/W2473151175","https://openalex.org/W2619285831","https://openalex.org/W2619467636","https://openalex.org/W2729314079","https://openalex.org/W2967544493","https://openalex.org/W2978002090","https://openalex.org/W4239753495","https://openalex.org/W4239836157","https://openalex.org/W4251582645","https://openalex.org/W4297081765"],"related_works":["https://openalex.org/W3117011490","https://openalex.org/W1981103484","https://openalex.org/W4400510692","https://openalex.org/W6893324867","https://openalex.org/W2619467636","https://openalex.org/W4379184321","https://openalex.org/W103121384","https://openalex.org/W7212152210","https://openalex.org/W2241330177","https://openalex.org/W2009749173"],"abstract_inverted_index":{"Background:":[0],"Digital":[1],"interventions":[2],"can":[3],"be":[4],"tailored":[5],"to":[6,30,89,170,177,181],"the":[7,146],"individual":[8],"and":[9,51,57,62,78,91,103,118,132,137],"allow":[10],"automated":[11],"collection":[12],"of":[13,148],"data.":[14],"Computer-assisted":[15],"therapy":[16],"program":[17],"\u2018Breaking":[18],"Free":[19],"Online\u2019":[20],"(BFO)":[21],"is":[22],"delivered":[23],"within":[24],"\u2018Change":[25],"Grow":[26],"Live\u2019":[27],"(CGL)":[28],"services":[29],"support":[31],"people":[32],"in":[33,150],"recovery":[34],"from":[35,43,54,87,191],"substance":[36,130],"misuse.":[37],"This":[38],"paper":[39],"reports":[40],"baseline":[41,60,73,88,97,127],"data":[42,112],"5792":[44],"participants":[45],"engaging":[46],"with":[47,67,76,126,145,167,197],"BFO":[48,63,77,101,138,151,168,176,193],"at":[49,121],"CGL,":[50],"post-treatment":[52,81,90,111,171],"outcomes":[53,160,172],"1489":[55],"(26%),":[56],"describes":[58],"how":[59],"characteristics":[61,128],"engagement":[64,102],"were":[65,124,141],"associated":[66,125,144],"outcomes.":[68,104,186],"Methods:":[69],"Participants":[70,106],"completed":[71,79],"a":[72,80,154],"assessment,":[74],"engaged":[75,166],"assessment.":[82],"Wilcoxon":[83],"tests":[84],"examined":[85,94],"changes":[86],"linear":[92],"regression":[93],"associations":[95],"between":[96],"service":[98,163],"user":[99],"characteristics,":[100],"Results:":[105],"who":[107,165],"did":[108],"not":[109],"provide":[110],"had":[113],"more":[114],"severe":[115],"mental":[116],"health":[117],"biopsychosocial":[119,134],"impairment":[120],"baseline.":[122],"Outcomes":[123,140],"including":[129],"use":[131],"dependence,":[133],"impairment,":[135],"age":[136],"engagement.":[139],"significantly":[142],"positively":[143],"number":[147],"techniques":[149],"completed,":[152],"indicating":[153],"\u2018dose-response\u2019.":[155],"Conclusions:":[156],"Findings":[157],"indicate":[158],"positive":[159],"for":[161],"CGL":[162],"users":[164],"through":[169],"assessment":[173],"stage.":[174],"Stratifying":[175],"those":[178],"most":[179],"likely":[180],"engage":[182],"may":[183,189],"improve":[184],"treatment":[185],"Some":[187],"groups":[188],"benefit":[190],"receiving":[192],"as":[194],"\u2018computer-assisted":[195],"therapy\u2019":[196],"Practitioner":[198],"support.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2020-12-07T00:00:00"}