{"id":"https://openalex.org/W4309745877","doi":"https://doi.org/10.3389/fdgth.2022.1033618","title":"Digital mental health interventions for chronic serious mental illness: Findings from a qualitative study on usability and scale-up of the Life Goals app for bipolar disorder","display_name":"Digital mental health interventions for chronic serious mental illness: Findings from a qualitative study on usability and scale-up of the Life Goals app for bipolar disorder","publication_year":2022,"publication_date":"2022-11-21","ids":{"openalex":"https://openalex.org/W4309745877","doi":"https://doi.org/10.3389/fdgth.2022.1033618","pmid":"https://pubmed.ncbi.nlm.nih.gov/36479190"},"language":"en","primary_location":{"id":"doi:10.3389/fdgth.2022.1033618","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2022.1033618","pdf_url":"https://www.frontiersin.org/articles/10.3389/fdgth.2022.1033618/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fdgth.2022.1033618/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019122900","display_name":"Amy Rusch","orcid":"https://orcid.org/0000-0002-3647-6946"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amy Rusch","raw_affiliation_strings":["Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, MI, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, MI, United States","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027677348","display_name":"Isabel Carley","orcid":"https://orcid.org/0000-0002-4428-0644"},"institutions":[{"id":"https://openalex.org/I4210114445","display_name":"Michigan Medicine","ror":"https://ror.org/01zcpa714","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210114445"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Isabel Carley","raw_affiliation_strings":["Department of Psychiatry, University of Michigan Medicine, Ann Arbor, MI, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of Michigan Medicine, Ann Arbor, MI, United States","institution_ids":["https://openalex.org/I4210114445"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002410135","display_name":"Pratiksha Badola","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114445","display_name":"Michigan Medicine","ror":"https://ror.org/01zcpa714","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210114445"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pratiksha Badola","raw_affiliation_strings":["Department of Psychiatry, University of Michigan Medicine, Ann Arbor, MI, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of Michigan Medicine, Ann Arbor, MI, United States","institution_ids":["https://openalex.org/I4210114445"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029458074","display_name":"Celeste Liebrecht","orcid":"https://orcid.org/0000-0001-8649-8812"},"institutions":[{"id":"https://openalex.org/I4210114445","display_name":"Michigan Medicine","ror":"https://ror.org/01zcpa714","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210114445"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Celeste Liebrecht","raw_affiliation_strings":["Department of Learning Health Sciences, University of Michigan Medicine, Ann Arbor, MI, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Learning Health Sciences, University of Michigan Medicine, Ann Arbor, MI, United States","institution_ids":["https://openalex.org/I4210114445"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036271015","display_name":"Melvin McInnis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114445","display_name":"Michigan Medicine","ror":"https://ror.org/01zcpa714","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210114445"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melvin McInnis","raw_affiliation_strings":["Department of Psychiatry, University of Michigan Medicine, Ann Arbor, MI, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of Michigan Medicine, Ann Arbor, MI, United States","institution_ids":["https://openalex.org/I4210114445"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014095626","display_name":"Kelly A. Ryan","orcid":"https://orcid.org/0000-0001-5032-3949"},"institutions":[{"id":"https://openalex.org/I4210114445","display_name":"Michigan Medicine","ror":"https://ror.org/01zcpa714","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210114445"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kelly A. Ryan","raw_affiliation_strings":["Department of Psychiatry, University of Michigan Medicine, Ann Arbor, MI, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of Michigan Medicine, Ann Arbor, MI, United States","institution_ids":["https://openalex.org/I4210114445"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012173435","display_name":"Shawna N. Smith","orcid":"https://orcid.org/0000-0003-3526-3129"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]},{"id":"https://openalex.org/I4210114445","display_name":"Michigan Medicine","ror":"https://ror.org/01zcpa714","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210114445"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shawna N. Smith","raw_affiliation_strings":["Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, MI, United States","Department of Psychiatry, University of Michigan Medicine, Ann Arbor, MI, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor, MI, United States","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Department of Psychiatry, University of Michigan Medicine, Ann Arbor, MI, United States","institution_ids":["https://openalex.org/I4210114445"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019122900"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":{"value":2125,"currency":"USD","value_usd":2125},"apc_paid":{"value":2125,"currency":"USD","value_usd":2125},"fwci":0.9869,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74495314,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"4","issue":null,"first_page":"1033618","last_page":"1033618"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10854","display_name":"Bipolar Disorder and Treatment","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental 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/T10854","display_name":"Bipolar Disorder and Treatment","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental 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/T12823","display_name":"Adolescent and Pediatric Healthcare","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"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/T11519","display_name":"Digital Mental Health Interventions","score":0.9884999990463257,"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/psychological-intervention","display_name":"Psychological intervention","score":0.6270639896392822},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.5755863785743713},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5745376348495483},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5549988150596619},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.5019474029541016},{"id":"https://openalex.org/keywords/bipolar-disorder","display_name":"Bipolar disorder","score":0.48155954480171204},{"id":"https://openalex.org/keywords/mental-illness","display_name":"Mental illness","score":0.4708159565925598},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.46823447942733765},{"id":"https://openalex.org/keywords/mhealth","display_name":"mHealth","score":0.4655481278896332},{"id":"https://openalex.org/keywords/self-management","display_name":"Self-management","score":0.4623580574989319},{"id":"https://openalex.org/keywords/coping","display_name":"Coping (psychology)","score":0.4201130270957947},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.3878239393234253},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.19075140357017517},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.17501145601272583},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.11156260967254639}],"concepts":[{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6270639896392822},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5755863785743713},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5745376348495483},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5549988150596619},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.5019474029541016},{"id":"https://openalex.org/C2776174506","wikidata":"https://www.wikidata.org/wiki/Q131755","display_name":"Bipolar disorder","level":3,"score":0.48155954480171204},{"id":"https://openalex.org/C2776674806","wikidata":"https://www.wikidata.org/wiki/Q12135","display_name":"Mental illness","level":3,"score":0.4708159565925598},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.46823447942733765},{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.4655481278896332},{"id":"https://openalex.org/C2776933761","wikidata":"https://www.wikidata.org/wiki/Q4117674","display_name":"Self-management","level":2,"score":0.4623580574989319},{"id":"https://openalex.org/C73282008","wikidata":"https://www.wikidata.org/wiki/Q1759895","display_name":"Coping (psychology)","level":2,"score":0.4201130270957947},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3878239393234253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.19075140357017517},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.17501145601272583},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.11156260967254639},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fdgth.2022.1033618","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2022.1033618","pdf_url":"https://www.frontiersin.org/articles/10.3389/fdgth.2022.1033618/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},{"id":"pmid:36479190","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36479190","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in digital health","raw_type":null},{"id":"pmh:oai:doaj.org/article:35a9a0a225434de8a238279f8e06f56e","is_oa":true,"landing_page_url":"https://doaj.org/article/35a9a0a225434de8a238279f8e06f56e","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":"Frontiers in Digital Health, Vol 4 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9719982","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9719982","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Digit Health","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fdgth.2022.1033618","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2022.1033618","pdf_url":"https://www.frontiersin.org/articles/10.3389/fdgth.2022.1033618/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306085","display_name":"U.S. Department of Health and Human Services","ror":"https://ror.org/033jnv181"},{"id":"https://openalex.org/F4320311636","display_name":"Michigan Department of Health and Human Services","ror":"https://ror.org/03tpyg842"},{"id":"https://openalex.org/F4320332205","display_name":"Centers for Medicare and Medicaid Services","ror":"https://ror.org/02g02rq35"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4309745877.pdf","grobid_xml":"https://content.openalex.org/works/W4309745877.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W659360797","https://openalex.org/W1501241011","https://openalex.org/W1916593730","https://openalex.org/W2008816623","https://openalex.org/W2009605395","https://openalex.org/W2104522373","https://openalex.org/W2118670032","https://openalex.org/W2125118256","https://openalex.org/W2128900442","https://openalex.org/W2132322340","https://openalex.org/W2134566698","https://openalex.org/W2145141773","https://openalex.org/W2404252537","https://openalex.org/W2472758444","https://openalex.org/W2523153599","https://openalex.org/W2604625614","https://openalex.org/W2772299362","https://openalex.org/W2899744143","https://openalex.org/W2952658051","https://openalex.org/W2971759879","https://openalex.org/W3007878857","https://openalex.org/W3109434337","https://openalex.org/W3110201756","https://openalex.org/W3128534511","https://openalex.org/W3129291866","https://openalex.org/W3134505682","https://openalex.org/W3135252150","https://openalex.org/W3170140544","https://openalex.org/W3173941304","https://openalex.org/W3197232629","https://openalex.org/W3212065750","https://openalex.org/W4220943942","https://openalex.org/W4285730897","https://openalex.org/W6604009028","https://openalex.org/W6756476701"],"related_works":["https://openalex.org/W4389670110","https://openalex.org/W2187546663","https://openalex.org/W2429057255","https://openalex.org/W148745890","https://openalex.org/W2611942503","https://openalex.org/W3176210869","https://openalex.org/W2899790217","https://openalex.org/W1576092969","https://openalex.org/W2756902271","https://openalex.org/W2890731358"],"abstract_inverted_index":{"the":[0,60,100,136,150],"web,":[1],"but":[2,37],"has":[3],"recently":[4],"been":[5],"translated":[6,119],"into":[7,120],"an":[8,81,169],"individualized,":[9],"customizable":[10],"mobile":[11],"intervention":[12],"to":[13,16,157,184],"improve":[14,195],"access":[15],"care":[17,208],"and":[18,32,118,130,134,160,180,187,206],"reduce":[19],"provider":[20,79,171],"burden.":[21],"The":[22],"LG":[23,61,74,131,170],"app":[24,62,75,137,151,204],"previously":[25],"showed":[26],"acceptability":[27],"with":[28,34,53,56,77,173,200],"ease":[29],"of":[30,110,149,168],"use":[31],"satisfaction":[33],"user":[35],"interface,":[36],"less":[38],"success":[39],"in":[40,72,99],"encouraging":[41],"self-management.":[42],"To":[43],"better":[44],"understand":[45],"patient":[46],"needs,":[47],"our":[48,93],"team":[49,94,105],"conducted":[50],"semi-structured":[51],"interviews":[52,67,114],"18":[54],"individuals":[55,199],"BD":[57,201],"who":[58],"used":[59],"for":[63,198],"6":[64],"months.":[65],"These":[66,190],"also":[68],"investigated":[69],"participant":[70],"interest":[71],"sharing":[73],"data":[76,90],"their":[78,143],"through":[80],"online":[82],"dashboard.":[83],"Using":[84],"affinity":[85],"mapping,":[86],"a":[87],"collaborative,":[88],"qualitative":[89],"analysis":[91],"technique,":[92],"identified":[95,107],"emerging":[96],"common":[97],"themes":[98],"interviews.":[101],"Through":[102],"this":[103],"process,":[104],"members":[106],"494":[108],"pieces":[109],"salient":[111],"information":[112],"from":[113],"that":[115],"were":[116,152],"mapped":[117],"three":[121],"main":[122],"findings:":[123],"(1)":[124],"many":[125],"participants":[126,175],"found":[127],"Mood":[128],"Monitoring":[129],"modules":[132],"helpful/interesting":[133],"stated":[135],"overall":[138],"had":[139],"positive":[140,178],"impacts":[141,179],"on":[142],"mental":[144],"health,":[145],"(2)":[146],"some":[147,174],"components":[148],"too":[153],"rudimentary":[154],"or":[155],"impersonal":[156],"be":[158],"beneficial,":[159],"(3)":[161],"feedback":[162],"was":[163],"mixed":[164],"regarding":[165],"future":[166],"implementation":[167],"dashboard,":[172],"seeing":[176],"potential":[177],"others":[181],"hesitating":[182],"due":[183],"perceived":[185],"efficacy":[186],"privacy":[188],"concerns.":[189],"findings":[191],"can":[192],"help":[193],"researchers":[194],"app-based":[196],"interventions":[197],"by":[202],"increasing":[203],"usage":[205],"improving":[207],"overall.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
