{"id":"https://openalex.org/W4409746801","doi":"https://doi.org/10.3389/fdgth.2025.1536416","title":"Systematic review exploring human, AI, and hybrid health coaching in digital health interventions: trends, engagement, and lifestyle outcomes","display_name":"Systematic review exploring human, AI, and hybrid health coaching in digital health interventions: trends, engagement, and lifestyle outcomes","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4409746801","doi":"https://doi.org/10.3389/fdgth.2025.1536416","pmid":"https://pubmed.ncbi.nlm.nih.gov/40343215"},"language":"en","primary_location":{"id":"doi:10.3389/fdgth.2025.1536416","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1536416","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1536416/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":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1536416/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052522983","display_name":"Cro\u00eda Loughnane","orcid":null},"institutions":[{"id":"https://openalex.org/I142762351","display_name":"Royal College of Surgeons in Ireland","ror":"https://ror.org/01hxy9878","country_code":"IE","type":"education","lineage":["https://openalex.org/I142762351"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Cro\u00eda Loughnane","raw_affiliation_strings":["Centre for Positive Health Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Centre for Positive Health Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland","institution_ids":["https://openalex.org/I142762351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093466988","display_name":"Justin Laiti","orcid":"https://orcid.org/0000-0001-6220-3725"},"institutions":[{"id":"https://openalex.org/I142762351","display_name":"Royal College of Surgeons in Ireland","ror":"https://ror.org/01hxy9878","country_code":"IE","type":"education","lineage":["https://openalex.org/I142762351"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Justin Laiti","raw_affiliation_strings":["Centre for Positive Health Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Centre for Positive Health Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland","institution_ids":["https://openalex.org/I142762351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019339016","display_name":"R\u00f3is\u00edn O\u2019Donovan","orcid":"https://orcid.org/0000-0003-1993-5319"},"institutions":[{"id":"https://openalex.org/I142762351","display_name":"Royal College of Surgeons in Ireland","ror":"https://ror.org/01hxy9878","country_code":"IE","type":"education","lineage":["https://openalex.org/I142762351"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"R\u00f3is\u00edn O\u2019Donovan","raw_affiliation_strings":["Centre for Positive Health Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Centre for Positive Health Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland","institution_ids":["https://openalex.org/I142762351"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022174177","display_name":"P\u00e1draic J. Dunne","orcid":"https://orcid.org/0000-0002-7666-4458"},"institutions":[{"id":"https://openalex.org/I142762351","display_name":"Royal College of Surgeons in Ireland","ror":"https://ror.org/01hxy9878","country_code":"IE","type":"education","lineage":["https://openalex.org/I142762351"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"P\u00e1draic J. Dunne","raw_affiliation_strings":["Centre for Positive Health Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Centre for Positive Health Sciences, Royal College of Surgeons in Ireland, Dublin, Ireland","institution_ids":["https://openalex.org/I142762351"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052522983"],"corresponding_institution_ids":["https://openalex.org/I142762351"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":34.6148,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.99781571,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"1536416","last_page":"1536416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9998000264167786,"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":0.9998000264167786,"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9915000200271606,"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/T13283","display_name":"Mental Health Research Topics","score":0.988099992275238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/coaching","display_name":"Coaching","score":0.7782331705093384},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.6926529407501221},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4724196195602417},{"id":"https://openalex.org/keywords/health-coaching","display_name":"Health coaching","score":0.45377594232559204},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.4057050943374634},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3953719437122345},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3052208423614502},{"id":"https://openalex.org/keywords/psychotherapist","display_name":"Psychotherapist","score":0.13703477382659912},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.07954594492912292}],"concepts":[{"id":"https://openalex.org/C2779363792","wikidata":"https://www.wikidata.org/wiki/Q1104185","display_name":"Coaching","level":2,"score":0.7782331705093384},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.6926529407501221},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4724196195602417},{"id":"https://openalex.org/C2779902066","wikidata":"https://www.wikidata.org/wiki/Q5690906","display_name":"Health coaching","level":3,"score":0.45377594232559204},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.4057050943374634},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3953719437122345},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3052208423614502},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.13703477382659912},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.07954594492912292}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fdgth.2025.1536416","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1536416","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1536416/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:40343215","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40343215","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:pubmedcentral.nih.gov:12058678","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12058678","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Front Digit Health","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:b98b34893d6a411f9e65a0e892407f60","is_oa":true,"landing_page_url":"https://doaj.org/article/b98b34893d6a411f9e65a0e892407f60","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Digital Health, Vol 7 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fdgth.2025.1536416","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1536416","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1536416/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/F4320321056","display_name":"Irish Research Council","ror":"https://ror.org/051xex213"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409746801.pdf","grobid_xml":"https://content.openalex.org/works/W4409746801.grobid-xml"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W1592495376","https://openalex.org/W2031201873","https://openalex.org/W2064168471","https://openalex.org/W2089506664","https://openalex.org/W2141373701","https://openalex.org/W2142835543","https://openalex.org/W2255927482","https://openalex.org/W2308510141","https://openalex.org/W2468723652","https://openalex.org/W2512180298","https://openalex.org/W2518961151","https://openalex.org/W2582153527","https://openalex.org/W2739395822","https://openalex.org/W2761423999","https://openalex.org/W2783429352","https://openalex.org/W2796755741","https://openalex.org/W2800263550","https://openalex.org/W2802632848","https://openalex.org/W2803725436","https://openalex.org/W2804205035","https://openalex.org/W2807076281","https://openalex.org/W2843010082","https://openalex.org/W2909558125","https://openalex.org/W2911361540","https://openalex.org/W2915831904","https://openalex.org/W2922256442","https://openalex.org/W2946084149","https://openalex.org/W2995300522","https://openalex.org/W3021104312","https://openalex.org/W3043082346","https://openalex.org/W3045358457","https://openalex.org/W3047267634","https://openalex.org/W3047292084","https://openalex.org/W3047977311","https://openalex.org/W3048033254","https://openalex.org/W3110570584","https://openalex.org/W3113757834","https://openalex.org/W3118615836","https://openalex.org/W3125943306","https://openalex.org/W3134631196","https://openalex.org/W3159362230","https://openalex.org/W3163030877","https://openalex.org/W3192249167","https://openalex.org/W3195091316","https://openalex.org/W3197562942","https://openalex.org/W3199990933","https://openalex.org/W3201705225","https://openalex.org/W3205799943","https://openalex.org/W3209529675","https://openalex.org/W3212700429","https://openalex.org/W3214563601","https://openalex.org/W3217166101","https://openalex.org/W4206218894","https://openalex.org/W4213024481","https://openalex.org/W4213259055","https://openalex.org/W4226309321","https://openalex.org/W4311050685","https://openalex.org/W4321748146","https://openalex.org/W4321789731","https://openalex.org/W4361215865","https://openalex.org/W4377220714","https://openalex.org/W4383069252","https://openalex.org/W4383568698","https://openalex.org/W4386158006","https://openalex.org/W4386167932","https://openalex.org/W4387501484","https://openalex.org/W4388795984","https://openalex.org/W4389589630","https://openalex.org/W4392239292","https://openalex.org/W4392710939","https://openalex.org/W4396611672","https://openalex.org/W4399120028","https://openalex.org/W4401125024","https://openalex.org/W4401380885","https://openalex.org/W4402138858","https://openalex.org/W4402568941","https://openalex.org/W4402676064","https://openalex.org/W4403815296","https://openalex.org/W4405107699","https://openalex.org/W6756252181","https://openalex.org/W6760580669","https://openalex.org/W7073833588"],"related_works":["https://openalex.org/W4249854088","https://openalex.org/W2746413784","https://openalex.org/W603502240","https://openalex.org/W1987021565","https://openalex.org/W2769610241","https://openalex.org/W2320287883","https://openalex.org/W2749052579","https://openalex.org/W3217166101","https://openalex.org/W1601264015","https://openalex.org/W4408955872"],"abstract_inverted_index":{"https://www.crd.york.ac.uk/PROSPERO/view/CRD42022363279,":[0],"identifier:":[1],"CRD42022363279.":[2]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":11}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}