{"id":"https://openalex.org/W7124702106","doi":"https://doi.org/10.2196/84030","title":"Identifying Evidence-Based Strategies in a Digital Mental Health Intervention for Depression: Qualitative Content Analysis","display_name":"Identifying Evidence-Based Strategies in a Digital Mental Health Intervention for Depression: Qualitative Content Analysis","publication_year":2026,"publication_date":"2026-01-19","ids":{"openalex":"https://openalex.org/W7124702106","doi":"https://doi.org/10.2196/84030","pmid":"https://pubmed.ncbi.nlm.nih.gov/41990254","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13086263"},"language":"en","primary_location":{"id":"doi:10.2196/84030","doi":"https://doi.org/10.2196/84030","is_oa":true,"landing_page_url":"https://doi.org/10.2196/84030","pdf_url":null,"source":{"id":"https://openalex.org/S17147534","display_name":"Journal of Medical Internet Research","issn_l":"1438-8871","issn":["1438-8871","1439-4456"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-b","doyens","fnege-4","jufo-2","ki-jl-2","medline","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320608","host_organization_name":"JMIR Publications","host_organization_lineage":["https://openalex.org/P4310320608"],"host_organization_lineage_names":["JMIR Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Internet Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.2196/84030","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042338894","display_name":"Geneva Jonathan","orcid":"https://orcid.org/0000-0002-4762-561X","observed_orcids":["https://orcid.org/0000-0002-4762-561X"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Geneva K Jonathan","raw_affiliation_strings":["Department of Psychiatry, Harvard Medical School, Boston, MA, United States","Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States"],"raw_orcid":"https://orcid.org/0000-0002-4762-561X","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Harvard Medical School, Boston, MA, United States","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041470278","display_name":"Jenna Yejin Sung","orcid":"https://orcid.org/0000-0003-1232-7433","observed_orcids":["https://orcid.org/0000-0003-1232-7433"]},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jenna Y Sung","raw_affiliation_strings":["Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States"],"raw_orcid":"https://orcid.org/0000-0003-1232-7433","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114300133","display_name":"Heyli Arcese","orcid":"https://orcid.org/0009-0002-9658-9747","observed_orcids":["https://orcid.org/0009-0002-9658-9747"]},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heyli T Arcese","raw_affiliation_strings":["Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States"],"raw_orcid":"https://orcid.org/0009-0002-9658-9747","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119614199","display_name":"Phoebe Holz","orcid":"https://orcid.org/0009-0008-7014-8533","observed_orcids":["https://orcid.org/0009-0008-7014-8533"]},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phoebe Holz","raw_affiliation_strings":["Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States"],"raw_orcid":"https://orcid.org/0009-0008-7014-8533","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072327575","display_name":"Kate H. Bentley","orcid":"https://orcid.org/0000-0002-6875-6440","observed_orcids":["https://orcid.org/0000-0002-6875-6440"]},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathryn H Bentley","raw_affiliation_strings":["Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States"],"raw_orcid":"https://orcid.org/0000-0002-6875-6440","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039961361","display_name":"Emily E. Bernstein","orcid":"https://orcid.org/0000-0001-8609-3153","observed_orcids":["https://orcid.org/0000-0001-8609-3153"]},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emily E Bernstein","raw_affiliation_strings":["Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States"],"raw_orcid":"https://orcid.org/0000-0001-8609-3153","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038015993","display_name":"Hilary M. Weingarden","orcid":"https://orcid.org/0000-0002-3448-3755","observed_orcids":["https://orcid.org/0000-0002-3448-3755"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hilary M Weingarden","raw_affiliation_strings":["Department of Psychiatry, Harvard Medical School, Boston, MA, United States","Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States"],"raw_orcid":"https://orcid.org/0000-0002-3448-3755","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Harvard Medical School, Boston, MA, United States","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052559293","display_name":"Jennifer L. Greenberg","orcid":"https://orcid.org/0000-0002-2919-3673","observed_orcids":["https://orcid.org/0000-0002-2919-3673"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer L Greenberg","raw_affiliation_strings":["Department of Psychiatry, Harvard Medical School, Boston, MA, United States","Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States"],"raw_orcid":"https://orcid.org/0000-0002-2919-3673","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Harvard Medical School, Boston, MA, United States","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080957832","display_name":"Oliver Harrison","orcid":"https://orcid.org/0000-0001-6947-2581","observed_orcids":["https://orcid.org/0000-0001-6947-2581"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oliver T Harrison","raw_affiliation_strings":["Koa Health, London, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-6947-2581","affiliations":[{"raw_affiliation_string":"Koa Health, London, United Kingdom","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060482398","display_name":"Sabine Wilhelm","orcid":"https://orcid.org/0000-0002-5316-2711","observed_orcids":["https://orcid.org/0000-0002-5316-2711"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sabine Wilhelm","raw_affiliation_strings":["Department of Psychiatry, Harvard Medical School, Boston, MA, United States","Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States"],"raw_orcid":"https://orcid.org/0000-0002-5316-2711","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Harvard Medical School, Boston, MA, United States","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Psychiatry, Massachusetts General Hospital, 185 Cambridge Street, 2nd Floor, Boston, MA, 02114, United States","institution_ids":["https://openalex.org/I4210087915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042338894"],"corresponding_institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02211199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"e84030","last_page":"e84030"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":1.0,"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"}},{"id":"https://openalex.org/T10853","display_name":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","score":0.0,"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"}},{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/depression","display_name":"depression","score":0.968999981880188},{"id":"https://openalex.org/keywords/digital-mental-health-interventions","display_name":"digital mental health interventions","score":0.8240000009536743},{"id":"https://openalex.org/keywords/therapist-guided-intervention","display_name":"therapist-guided intervention","score":0.6779999732971191},{"id":"https://openalex.org/keywords/behaviour-change-techniques","display_name":"behaviour change techniques","score":0.7630000114440918},{"id":"https://openalex.org/keywords/psychoeducation","display_name":"psychoeducation","score":0.8080000281333923},{"id":"https://openalex.org/keywords/cognitive-restructuring","display_name":"cognitive restructuring","score":0.8109999895095825},{"id":"https://openalex.org/keywords/self-monitoring","display_name":"self-monitoring","score":0.7910000085830688},{"id":"https://openalex.org/keywords/activity-scheduling","display_name":"activity scheduling","score":0.6639999747276306},{"id":"https://openalex.org/keywords/skill-development","display_name":"skill development","score":0.6389999985694885},{"id":"https://openalex.org/keywords/treatment-fidelity","display_name":"intervention fidelity","score":0.36000001430511475},{"id":"https://openalex.org/keywords/mobile-health-apps","display_name":"mobile health apps","score":0.3479999899864197},{"id":"https://openalex.org/keywords/clinician-shortage","display_name":"clinician shortage","score":0.41100001335144043},{"id":"https://openalex.org/keywords/waiting-lists","display_name":"waiting lists","score":0.6620000004768372}],"concepts":[{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.5659999847412109},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.5447999835014343},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5428000092506409},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.5285999774932861},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5029000043869019},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.4627000093460083},{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.3961000144481659},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3874000012874603},{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.38339999318122864},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.36149999499320984},{"id":"https://openalex.org/C3018587665","wikidata":"https://www.wikidata.org/wiki/Q7268696","display_name":"Qualitative analysis","level":3,"score":0.3547999858856201},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.3449999988079071},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33629998564720154},{"id":"https://openalex.org/C2781050511","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telehealth","level":4,"score":0.3353999853134155},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.33329999446868896},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3328999876976013},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.32109999656677246},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.31380000710487366},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2736000120639801},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.26460000872612},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.2531000077724457},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.2526000142097473}],"mesh":[{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000097103","descriptor_name":"Digital Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015928","descriptor_name":"Cognitive Behavioral Therapy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D036301","descriptor_name":"Qualitative Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.2196/84030","doi":"https://doi.org/10.2196/84030","is_oa":true,"landing_page_url":"https://doi.org/10.2196/84030","pdf_url":null,"source":{"id":"https://openalex.org/S17147534","display_name":"Journal of Medical Internet Research","issn_l":"1438-8871","issn":["1438-8871","1439-4456"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-b","doyens","fnege-4","jufo-2","ki-jl-2","medline","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320608","host_organization_name":"JMIR Publications","host_organization_lineage":["https://openalex.org/P4310320608"],"host_organization_lineage_names":["JMIR Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Internet Research","raw_type":"journal-article"},{"id":"doi:10.2196/preprints.84030","doi":"https://doi.org/10.2196/preprints.84030","is_oa":true,"landing_page_url":"https://doi.org/10.2196/preprints.84030","pdf_url":"https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/preprints/preprint-84030-submitted.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmid:41990254","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41990254","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,"listed_in":[],"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":"Journal of medical Internet research","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13086263","doi":null,"is_oa":true,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41990254/","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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J Med Internet Res","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:230d43e60a444b0d83423f48af59ed8c","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/230d43e60a444b0d83423f48af59ed8c","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,"listed_in":[],"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":"Journal of Medical Internet Research, Vol 28, Pp e84030-e84030 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2196/84030","doi":"https://doi.org/10.2196/84030","is_oa":true,"landing_page_url":"https://doi.org/10.2196/84030","pdf_url":null,"source":{"id":"https://openalex.org/S17147534","display_name":"Journal of Medical Internet Research","issn_l":"1438-8871","issn":["1438-8871","1439-4456"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-b","doyens","fnege-4","jufo-2","ki-jl-2","medline","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320608","host_organization_name":"JMIR Publications","host_organization_lineage":["https://openalex.org/P4310320608"],"host_organization_lineage_names":["JMIR Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Internet Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9940000176429749,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G9000882520","display_name":"Career Development Program in Substance Use and Addiction Medicine","funder_award_id":"K12DA043490","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"}],"funders":[{"id":"https://openalex.org/F4320337347","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7124702106.pdf","grobid_xml":"https://content.openalex.org/works/W7124702106.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1127932125","https://openalex.org/W1481085698","https://openalex.org/W1779313770","https://openalex.org/W1926862542","https://openalex.org/W1963939344","https://openalex.org/W1965001891","https://openalex.org/W1965937815","https://openalex.org/W1971560161","https://openalex.org/W1976523718","https://openalex.org/W1978683641","https://openalex.org/W1985634563","https://openalex.org/W2010632490","https://openalex.org/W2013699908","https://openalex.org/W2014730093","https://openalex.org/W2089158781","https://openalex.org/W2093220018","https://openalex.org/W2111459052","https://openalex.org/W2156231475","https://openalex.org/W2163131290","https://openalex.org/W2169434152","https://openalex.org/W2410385862","https://openalex.org/W2605671917","https://openalex.org/W2739098172","https://openalex.org/W2767005192","https://openalex.org/W2784142536","https://openalex.org/W2788757686","https://openalex.org/W2807203549","https://openalex.org/W2811507039","https://openalex.org/W2896109619","https://openalex.org/W2909121890","https://openalex.org/W2940262672","https://openalex.org/W2946056610","https://openalex.org/W2966039577","https://openalex.org/W2976903511","https://openalex.org/W2981909951","https://openalex.org/W2984337279","https://openalex.org/W3008205394","https://openalex.org/W3092123926","https://openalex.org/W3111789454","https://openalex.org/W3206811425","https://openalex.org/W3212370319","https://openalex.org/W3215358642","https://openalex.org/W4205246248","https://openalex.org/W4205983219","https://openalex.org/W4231597098","https://openalex.org/W4239740009","https://openalex.org/W4377002091","https://openalex.org/W4394604131","https://openalex.org/W4399012556","https://openalex.org/W4403418392","https://openalex.org/W4403632089","https://openalex.org/W4407363800"],"related_works":["https://openalex.org/W4414183309","https://openalex.org/W3008458732","https://openalex.org/W2783404155","https://openalex.org/W1513816558","https://openalex.org/W3171849509","https://openalex.org/W6973849628","https://openalex.org/W4416436110","https://openalex.org/W4409704852","https://openalex.org/W4280560246","https://openalex.org/W4392151342"],"abstract_inverted_index":{"Background:":[0],"Depression":[1],"is":[2,15,21,341],"one":[3],"of":[4,8,92,137,202,220,241,257,272,331,355,390,420],"the":[5,89,104,111,115,145,184,287,293,342,353,418],"leading":[6],"causes":[7],"disability":[9],"worldwide.":[10],"Cognitive":[11],"behavioral":[12,113,391],"therapy":[13],"(CBT)":[14],"an":[16],"effective":[17],"treatment,":[18],"but":[19,44],"it":[20,108],"difficult":[22],"to":[23,26,40,53,87,118,344,398],"access":[24],"due":[25],"clinician":[27],"shortages,":[28],"waitlists,":[29],"and":[30,67,75,110,144,170,179,181,234,275,279,281,320,323,334,358,413],"logistical":[31],"barriers.":[32],"Smartphone-based":[33],"CBT":[34,73,106,141,169,192,196,332],"interventions":[35,64,422],"offer":[36],"a":[37,96,160,200,348,365,415],"scalable":[38],"alternative":[39],"traditional":[41],"face-to-face":[42],"care,":[43],"few":[45],"provide":[46],"transparency":[47],"regarding":[48],"how":[49,76,359],"closely":[50],"they":[51,71,77,360],"adhere":[52],"evidence-based":[54,337],"therapeutic":[55,59,90,356,400],"principles.":[56],"Understanding":[57],"what":[58],"components":[60],"are":[61,361],"included":[62,216],"in":[63,367,404],"helps":[65],"clinicians":[66,403],"patients":[68],"determine":[69],"whether":[70],"follow":[72],"principles":[74],"might":[78],"help":[79],"reduce":[80],"depressive":[81],"symptoms.":[82],"Objective:":[83],"This":[84,339,393],"study":[85,340],"aimed":[86],"characterize":[88],"content":[91,127,374],"Mindset":[93,328],"(Koa":[94],"Health),":[95],"therapist-guided":[97],"smartphone":[98],"intervention":[99,135],"for":[100,168,172,408,417,429],"depression,":[101],"by":[102],"identifying":[103],"core":[105,191],"techniques":[107,121,193,197,215,333],"delivers":[109],"specific":[112],"strategies":[114,357],"app":[116],"uses":[117],"put":[119],"those":[120],"into":[122],"practice.":[123],"Methods:":[124],"A":[125],"qualitative":[126],"analysis":[128],"was":[129,166,290],"conducted":[130],"on":[131,307],"all":[132],"393":[133],"unique":[134],"pages":[136],"Mindset.":[138],"Using":[139],"established":[140],"strategy":[142],"definitions":[143],"behavior":[146],"change":[147],"technique":[148],"(BCT)":[149],"Taxonomy":[150],"version":[151],"1":[152],"(BCTTv1),":[153],"coders":[154],"independently":[155],"evaluated":[156],"each":[157],"page":[158],"using":[159],"collaborative":[161],"consensus":[162],"approach.":[163],"Interrater":[164],"agreement":[165],"93.75%":[167],"93.62%":[171],"BCT":[173,265],"coding.":[174],"Descriptive":[175],"statistics":[176],"(frequency,":[177],"mean,":[178],"SD)":[180],"overlap":[182],"between":[183,286],"two":[185],"were":[186,194,198,245,267],"calculated.":[187],"Results:":[188],"All":[189],"16":[190,258],"identified.":[195],"used":[199,214],"total":[201],"528":[203],"times":[204,248],"(mean":[205,249],"per":[206,250],"module":[207,251],"66.0,":[208],"SD":[209,253],"56.0).":[210],"The":[211,261],"most":[212,262,294],"frequently":[213,263],"psychoeducation":[217,299],"(164/325,":[218],"50.5%":[219],"pages),":[221,273,309,314,319],"skill":[222,310],"building":[223],"(110/325,":[224],"33.8%),":[225],"cognitive":[226],"restructuring":[227],"(46/325,":[228],"14.2%),":[229],"activity":[230,315,321],"scheduling":[231],"(42/325,":[232],"12.9%),":[233],"self-monitoring":[235],"(39/325,":[236],"12%).":[237],"Across":[238],"modules,":[239],"37":[240],"93":[242],"possible":[243],"BCTs":[244],"coded":[246],"878":[247],"109.8,":[252],"92.0)":[254],"across":[255],"13":[256],"BCTTv1":[259],"categories.":[260],"applied":[264],"categories":[266],"shaping":[268],"knowledge":[269,302,312,317],"(205/325,":[270],"63.1%":[271],"repetition":[274],"substitution":[276,324],"(138/325,":[277],"42.5%),":[278],"feedback":[280],"monitoring":[282],"(113/325,":[283],"34.8%).":[284],"Overlap":[285],"2":[288],"frameworks":[289],"common,":[291],"with":[292,336,431],"frequent":[295],"CBT-BCT":[296],"pairings":[297],"being":[298],"(CBT":[300],"technique)\u00d7Shaping":[301],"(BCT":[303],"category;":[304],"appearing":[305],"together":[306],"119":[308],"building\u00d7Shaping":[311],"(80":[313],"scheduling\u00d7Shaping":[316],"(42":[318,325],"scheduling\u00d7Repetition":[322],"pages).":[326],"Conclusions:":[327],"demonstrates":[329],"coverage":[330],"alignment":[335],"BCTs.":[338],"first":[343],"introduce":[345],"mechanism":[346],"mapping,":[347],"dual-coding":[349],"approach":[350],"that":[351,376,423],"describes":[352],"presence":[354,378],"behaviorally":[362],"operationalized,":[363],"addressing":[364],"gap":[366],"digital":[368,409],"mental":[369,410],"health":[370,411],"transparency.":[371],"Unlike":[372],"existing":[373],"evaluations":[375],"use":[377],"or":[379],"absence":[380],"checklists,":[381],"our":[382],"framework":[383],"captures":[384],"implementation":[385],"depth":[386],"through":[387],"systematic":[388],"documentation":[389],"scaffolding.":[392],"replicable":[394],"methodology":[395],"enables":[396],"researchers":[397],"evaluate":[399],"fidelity,":[401],"supports":[402],"making":[405],"evidence-informed":[406],"recommendations":[407],"treatments,":[412],"provides":[414],"foundation":[416],"development":[419],"adaptive":[421],"can":[424],"enhance":[425],"real-world":[426],"treatment":[427],"outcomes":[428],"individuals":[430],"depression.":[432]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-01-20T00:00:00"}
