{"id":"https://openalex.org/W4410231524","doi":"https://doi.org/10.1016/j.ijmedinf.2025.105967","title":"A scoping review of digital solutions in diabetes outpatient care: Functionalities and outcomes","display_name":"A scoping review of digital solutions in diabetes outpatient care: Functionalities and outcomes","publication_year":2025,"publication_date":"2025-05-09","ids":{"openalex":"https://openalex.org/W4410231524","doi":"https://doi.org/10.1016/j.ijmedinf.2025.105967","pmid":"https://pubmed.ncbi.nlm.nih.gov/40367581"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijmedinf.2025.105967","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2025.105967","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.ijmedinf.2025.105967","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015889941","display_name":"W. Wang","orcid":"https://orcid.org/0000-0002-2784-3994"},"institutions":[{"id":"https://openalex.org/I1302211766","display_name":"Queensland Health","ror":"https://ror.org/00c1dt378","country_code":"AU","type":"government","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2801244131"]},{"id":"https://openalex.org/I4210089726","display_name":"Metro South Health","ror":"https://ror.org/016gd3115","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2801244131","https://openalex.org/I4210089726"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Wenyong Wang","raw_affiliation_strings":["Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Metro South Hospital and Health Service, Brisbane, Australia. Electronic address: wenyong.wang@health.qld.gov.au"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Metro South Hospital and Health Service, Brisbane, Australia. Electronic address: wenyong.wang@health.qld.gov.au","institution_ids":["https://openalex.org/I1302211766","https://openalex.org/I4210089726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071307070","display_name":"Mahnaz Samadbeik","orcid":"https://orcid.org/0000-0002-4756-2364"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mahnaz Samadbeik","raw_affiliation_strings":["Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084423343","display_name":"Gaurav Puri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089726","display_name":"Metro South Health","ror":"https://ror.org/016gd3115","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2801244131","https://openalex.org/I4210089726"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gaurav Puri","raw_affiliation_strings":["Metro South Hospital and Health Service, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metro South Hospital and Health Service, Brisbane, Australia","institution_ids":["https://openalex.org/I4210089726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112158146","display_name":"D. Scott McLeod","orcid":null},"institutions":[{"id":"https://openalex.org/I217937681","display_name":"QIMR Berghofer Medical Research Institute","ror":"https://ror.org/004y8wk30","country_code":"AU","type":"facility","lineage":["https://openalex.org/I217937681"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Donald S.A. McLeod","raw_affiliation_strings":["Metro North Hospital and Health Service, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; The University of Queensland Medical School, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Metro North Hospital and Health Service, Brisbane, Australia; QIMR Berghofer Medical Research Institute, Brisbane, Australia; The University of Queensland Medical School, Brisbane, Australia","institution_ids":["https://openalex.org/I217937681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060548015","display_name":"Elton H. Lobo","orcid":"https://orcid.org/0000-0003-0096-6318"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Elton Lobo","raw_affiliation_strings":["Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia; School of Allied Health, The University of Western Australia, Perth, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia; School of Allied Health, The University of Western Australia, Perth, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tuan Duong","orcid":null},"institutions":[{"id":"https://openalex.org/I1302211766","display_name":"Queensland Health","ror":"https://ror.org/00c1dt378","country_code":"AU","type":"government","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2801244131"]},{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I4210089726","display_name":"Metro South Health","ror":"https://ror.org/016gd3115","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2801244131","https://openalex.org/I4210089726"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tuan Duong","raw_affiliation_strings":["Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Metro South Hospital and Health Service, Brisbane, Australia; Hue University of Medicine and Pharmacy, Hue, Viet Nam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Metro South Hospital and Health Service, Brisbane, Australia; Hue University of Medicine and Pharmacy, Hue, Viet Nam","institution_ids":["https://openalex.org/I1302211766","https://openalex.org/I165143802","https://openalex.org/I4210089726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064823094","display_name":"Jennifer Nguy\u1ec5n","orcid":"https://orcid.org/0000-0001-5755-5814"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jennifer Nguyen","raw_affiliation_strings":["Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia; The University of Queensland Medical School, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia; The University of Queensland Medical School, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mutian Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mutian Ding","raw_affiliation_strings":["Temerty Faculty of Medicine, University of Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Temerty Faculty of Medicine, University of Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087188888","display_name":"Clair Sullivan","orcid":"https://orcid.org/0000-0003-2475-9989"},"institutions":[{"id":"https://openalex.org/I1302211766","display_name":"Queensland Health","ror":"https://ror.org/00c1dt378","country_code":"AU","type":"government","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2801244131"]},{"id":"https://openalex.org/I4210089726","display_name":"Metro South Health","ror":"https://ror.org/016gd3115","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I1302211766","https://openalex.org/I2801244131","https://openalex.org/I4210089726"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Clair Sullivan","raw_affiliation_strings":["Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Metro North Hospital and Health Service, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Health Services Research, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Queensland Digital Health Centre, Faculty of Medicine, The University of Queensland, Brisbane, Australia; Metro North Hospital and Health Service, Brisbane, Australia","institution_ids":["https://openalex.org/I1302211766","https://openalex.org/I4210089726"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015889941"],"corresponding_institution_ids":["https://openalex.org/I1302211766","https://openalex.org/I4210089726"],"apc_list":{"value":3150,"currency":"USD","value_usd":3150},"apc_paid":{"value":3150,"currency":"USD","value_usd":3150},"fwci":6.3173,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.96066753,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"202","issue":null,"first_page":"105967","last_page":"105967"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.49470001459121704,"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"}},"topics":[{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.49470001459121704,"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/T10793","display_name":"Diabetes Management and Education","score":0.1421000063419342,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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":0.11060000211000443,"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/digital-health","display_name":"Digital health","score":0.564393937587738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4489733576774597},{"id":"https://openalex.org/keywords/telehealth","display_name":"Telehealth","score":0.4259111285209656},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4141530990600586},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.38116806745529175},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.3801219165325165},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.3505731225013733}],"concepts":[{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.564393937587738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4489733576774597},{"id":"https://openalex.org/C2781050511","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telehealth","level":4,"score":0.4259111285209656},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4141530990600586},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.38116806745529175},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.3801219165325165},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.3505731225013733},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000553","descriptor_name":"Ambulatory Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000553","descriptor_name":"Ambulatory Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000553","descriptor_name":"Ambulatory Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000553","descriptor_name":"Ambulatory Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000553","descriptor_name":"Ambulatory Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.ijmedinf.2025.105967","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2025.105967","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Informatics","raw_type":"journal-article"},{"id":"pmid:40367581","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40367581","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":"International journal of medical informatics","raw_type":"Journal Article"},{"id":"pmh:oai:pure.atira.dk:openaire/4ce4e761-436e-493d-a570-9cd3faa486d0","is_oa":true,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/4ce4e761-436e-493d-a570-9cd3faa486d0","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"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":"Wang, W, Samadbeik, M, Puri, G, McLeod, D S A, Lobo, E, Duong, T, Nguyen, J, Ding, M & Sullivan, C 2025, 'A scoping review of digital solutions in diabetes outpatient care : Functionalities and outcomes', International Journal of Medical Informatics, vol. 202, 105967. https://doi.org/10.1016/j.ijmedinf.2025.105967","raw_type":"info:eu-repo/semantics/review"}],"best_oa_location":{"id":"doi:10.1016/j.ijmedinf.2025.105967","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijmedinf.2025.105967","pdf_url":null,"source":{"id":"https://openalex.org/S53142634","display_name":"International Journal of Medical Informatics","issn_l":"1386-5056","issn":["1386-5056","1872-8243"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Medical Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320984","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":106,"referenced_works":["https://openalex.org/W2075950485","https://openalex.org/W2161424516","https://openalex.org/W2217768243","https://openalex.org/W2346808375","https://openalex.org/W2476833452","https://openalex.org/W2592184816","https://openalex.org/W2753063830","https://openalex.org/W2802555252","https://openalex.org/W2804354698","https://openalex.org/W2884593953","https://openalex.org/W2891378911","https://openalex.org/W2991318060","https://openalex.org/W2992264800","https://openalex.org/W3039104912","https://openalex.org/W3081776823","https://openalex.org/W3087791698","https://openalex.org/W3098579834","https://openalex.org/W3109131069","https://openalex.org/W3112259847","https://openalex.org/W3120137378","https://openalex.org/W3124647377","https://openalex.org/W3126468206","https://openalex.org/W3136359246","https://openalex.org/W3158961545","https://openalex.org/W3161815981","https://openalex.org/W3164470282","https://openalex.org/W3164910562","https://openalex.org/W3167456536","https://openalex.org/W3176063913","https://openalex.org/W3178611989","https://openalex.org/W3185760424","https://openalex.org/W3188146589","https://openalex.org/W3198102894","https://openalex.org/W3198142611","https://openalex.org/W3200367091","https://openalex.org/W3201974251","https://openalex.org/W3203684078","https://openalex.org/W3211099474","https://openalex.org/W4210662041","https://openalex.org/W4210729650","https://openalex.org/W4213258787","https://openalex.org/W4214892687","https://openalex.org/W4224056267","https://openalex.org/W4224116461","https://openalex.org/W4224244339","https://openalex.org/W4229332195","https://openalex.org/W4280576404","https://openalex.org/W4281862935","https://openalex.org/W4283792562","https://openalex.org/W4285739767","https://openalex.org/W4286210059","https://openalex.org/W4292209785","https://openalex.org/W4297991164","https://openalex.org/W4300772593","https://openalex.org/W4302024173","https://openalex.org/W4307269944","https://openalex.org/W4307583508","https://openalex.org/W4307903872","https://openalex.org/W4308936379","https://openalex.org/W4309571601","https://openalex.org/W4310266395","https://openalex.org/W4311027896","https://openalex.org/W4320495659","https://openalex.org/W4320857785","https://openalex.org/W4327900083","https://openalex.org/W4327972258","https://openalex.org/W4367056715","https://openalex.org/W4377942194","https://openalex.org/W4381309287","https://openalex.org/W4381377956","https://openalex.org/W4381799391","https://openalex.org/W4382463977","https://openalex.org/W4383703942","https://openalex.org/W4384470044","https://openalex.org/W4385774296","https://openalex.org/W4386022897","https://openalex.org/W4386243547","https://openalex.org/W4386271521","https://openalex.org/W4386492392","https://openalex.org/W4387164290","https://openalex.org/W4387836820","https://openalex.org/W4388080317","https://openalex.org/W4388293889","https://openalex.org/W4388798087","https://openalex.org/W4389705495","https://openalex.org/W4390465536","https://openalex.org/W4390950807","https://openalex.org/W4391573258","https://openalex.org/W4393072771","https://openalex.org/W4396869769","https://openalex.org/W4399020415","https://openalex.org/W4399210906","https://openalex.org/W4402654843","https://openalex.org/W4404978111","https://openalex.org/W6795784021","https://openalex.org/W6808434161","https://openalex.org/W6810300046","https://openalex.org/W6838978707","https://openalex.org/W6844854929","https://openalex.org/W6846096440","https://openalex.org/W6852093790","https://openalex.org/W6854604961","https://openalex.org/W6856046672","https://openalex.org/W6856575123","https://openalex.org/W6857649811","https://openalex.org/W6859819226"],"related_works":["https://openalex.org/W3170020535","https://openalex.org/W2912378903","https://openalex.org/W4389781895","https://openalex.org/W2970477638","https://openalex.org/W2410804002","https://openalex.org/W2541239117","https://openalex.org/W3130463450","https://openalex.org/W4387866036","https://openalex.org/W4391063699","https://openalex.org/W4399714403"],"abstract_inverted_index":{"BACKGROUND:":[0],"Digital":[1,213],"interventions":[2,70,158,227],"are":[3],"increasingly":[4],"used":[5],"in":[6,220],"outpatient":[7],"diabetes":[8,69],"care":[9],"to":[10,75,83,99,236],"address":[11],"growing":[12],"healthcare":[13,44],"demands":[14],"and":[15,26,42,58,136,151,176,205,223,239,252,260],"workforce":[16],"limitations.":[17],"This":[18],"study":[19],"investigates":[20],"the":[21,76,119],"functionalities":[22],"of":[23,60,257],"digital":[24,68,85,92,234],"solutions":[25,214,235],"their":[27],"impact":[28],"on":[29,200,207],"Quadruple":[30,77,182],"Aim":[31,183],"outcomes:":[32],"enhancing":[33],"population":[34,188,221,258],"health,":[35],"improving":[36],"patient":[37,194,224,261],"experience,":[38],"supporting":[39],"clinician":[40,201,253],"well-being,":[41],"reducing":[43],"costs.":[45],"METHODS:":[46],"We":[47,112],"followed":[48],"Joanna":[49],"Briggs":[50],"Institute":[51],"guidelines,":[52],"searching":[53],"PubMed,":[54],"Embase,":[55],"Cochrane,":[56],"Scopus,":[57],"Web":[59],"Science":[61],"(January":[62],"2019-February":[63],"2024).":[64],"Included":[65],"studies":[66,186],"reported":[67],"with":[71,116,167],"outcomes":[72],"directly":[73],"relevant":[74],"Aim.":[78],"Each":[79],"intervention":[80],"was":[81],"mapped":[82],"a":[84],"solution":[86],"horizon:":[87],"Horizon":[88,94,102,165,170,174,230,237],"1":[89],"involves":[90],"foundational":[91],"workflows;":[93],"2":[95,238],"leverages":[96],"real-time":[97],"data":[98],"create":[100],"analytics;":[101],"3":[103,240],"encompasses":[104],"transformative":[105],"uses,":[106],"such":[107],"as":[108,164],"predictive":[109],"analytics.":[110],"RESULTS:":[111],"identified":[113],"4,397":[114],"articles":[115],"56":[117],"meeting":[118],"inclusion":[120],"criteria.":[121],"Interventions":[122],"included":[123],"telehealth":[124,135],"(n":[125,131,138,142,148,154,159],"=":[126,132,139,143,149,155,160],"15),":[127],"mobile":[128],"health":[129,189,222,259],"(mHealth)":[130],"20),":[133],"combined":[134],"mHealth":[137],"14),":[140],"robotics":[141],"1),":[144,150],"electronic":[145],"medical":[146],"records":[147],"artificial":[152],"intelligence":[153],"5).":[156],"Most":[157,226],"51)":[161],"were":[162],"categorised":[163],"1,":[166],"10":[168,177],"adopting":[169],"2,":[171],"5":[172],"using":[173],"3,":[175],"spanning":[178],"multiple":[179],"horizons.":[180],"Regarding":[181],"outcomes,":[184],"44":[185],"addressed":[187],"(41":[190],"positive),":[191,197,204],"31":[192],"targeted":[193],"experience":[195,254],"(29":[196],"4":[198],"focused":[199],"well-being":[202],"(3":[203],"6":[206],"cost":[208,250],"reduction":[209],"(4":[210],"positive).":[211],"CONCLUSION:":[212],"have":[215],"demonstrated":[216],"measurable":[217],"benefits,":[218],"particularly":[219],"experience.":[225,262],"remain":[228],"at":[229],"1.":[231],"Advancing":[232],"these":[233],"is":[241],"essential":[242],"for":[243],"system-wide":[244],"transformation.":[245],"Future":[246],"research":[247],"should":[248],"include":[249],"efficiency":[251],"alongside":[255],"evaluations":[256]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}