{"id":"https://openalex.org/W4408948023","doi":"https://doi.org/10.3389/fdgth.2025.1559570","title":"Mobile health (mHealth) technologies for fall prevention among older adults in low-middle income countries: bibliometrics, network analysis and integrative review","display_name":"Mobile health (mHealth) technologies for fall prevention among older adults in low-middle income countries: bibliometrics, network analysis and integrative review","publication_year":2025,"publication_date":"2025-03-28","ids":{"openalex":"https://openalex.org/W4408948023","doi":"https://doi.org/10.3389/fdgth.2025.1559570","pmid":"https://pubmed.ncbi.nlm.nih.gov/40225124"},"language":"en","primary_location":{"id":"doi:10.3389/fdgth.2025.1559570","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1559570","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1559570/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.2025.1559570/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024384700","display_name":"Michael Joseph S. Di\u00f1o","orcid":"https://orcid.org/0000-0003-1493-2549"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]},{"id":"https://openalex.org/I3132868434","display_name":"Our Lady of Fatima University","ror":"https://ror.org/05wzft155","country_code":"PH","type":"education","lineage":["https://openalex.org/I3132868434"]}],"countries":["PH","US"],"is_corresponding":true,"raw_author_name":"Michael Joseph Dino","raw_affiliation_strings":["College of Nursing, University of Central Florida, Orlando, FL, United States","Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Nursing, University of Central Florida, Orlando, FL, United States","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines","institution_ids":["https://openalex.org/I3132868434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013046592","display_name":"Ladda Thiamwong","orcid":"https://orcid.org/0000-0001-8506-5812"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ladda Thiamwong","raw_affiliation_strings":["College of Nursing, University of Central Florida, Orlando, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Nursing, University of Central Florida, Orlando, FL, United States","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038984205","display_name":"Rui Xie","orcid":"https://orcid.org/0000-0001-9300-7145"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rui Xie","raw_affiliation_strings":["College of Nursing, University of Central Florida, Orlando, FL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Nursing, University of Central Florida, Orlando, FL, United States","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116132737","display_name":"Ma. Kristina G. Malacas","orcid":null},"institutions":[{"id":"https://openalex.org/I3132868434","display_name":"Our Lady of Fatima University","ror":"https://ror.org/05wzft155","country_code":"PH","type":"education","lineage":["https://openalex.org/I3132868434"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ma. Kristina Malacas","raw_affiliation_strings":["Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines","institution_ids":["https://openalex.org/I3132868434"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rommel Hernandez","orcid":null},"institutions":[{"id":"https://openalex.org/I3132868434","display_name":"Our Lady of Fatima University","ror":"https://ror.org/05wzft155","country_code":"PH","type":"education","lineage":["https://openalex.org/I3132868434"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Rommel Hernandez","raw_affiliation_strings":["Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines","institution_ids":["https://openalex.org/I3132868434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098918099","display_name":"Patrick Tracy Balbin","orcid":"https://orcid.org/0009-0000-9303-4426"},"institutions":[{"id":"https://openalex.org/I3132868434","display_name":"Our Lady of Fatima University","ror":"https://ror.org/05wzft155","country_code":"PH","type":"education","lineage":["https://openalex.org/I3132868434"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Patrick Tracy Balbin","raw_affiliation_strings":["Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines","institution_ids":["https://openalex.org/I3132868434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087930816","display_name":"Joseph Carlo Vital","orcid":"https://orcid.org/0000-0003-3321-6804"},"institutions":[{"id":"https://openalex.org/I3132868434","display_name":"Our Lady of Fatima University","ror":"https://ror.org/05wzft155","country_code":"PH","type":"education","lineage":["https://openalex.org/I3132868434"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Joseph Carlo Vital","raw_affiliation_strings":["Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines","institution_ids":["https://openalex.org/I3132868434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015809854","display_name":"Jenica Ana Rivero","orcid":"https://orcid.org/0000-0002-2944-6933"},"institutions":[{"id":"https://openalex.org/I2802042008","display_name":"Southern Institute of Technology","ror":"https://ror.org/02scvmk68","country_code":"NZ","type":"education","lineage":["https://openalex.org/I2802042008","https://openalex.org/I4387152882"]},{"id":"https://openalex.org/I3132868434","display_name":"Our Lady of Fatima University","ror":"https://ror.org/05wzft155","country_code":"PH","type":"education","lineage":["https://openalex.org/I3132868434"]}],"countries":["NZ","PH"],"is_corresponding":false,"raw_author_name":"Jenica Ana Rivero","raw_affiliation_strings":["Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines","School of Nursing, Southern Institute of Technology, Invercargill, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Development and Innovation Center, Our Lady of Fatima University, Valenzuela, Philippines","institution_ids":["https://openalex.org/I3132868434"]},{"raw_affiliation_string":"School of Nursing, Southern Institute of Technology, Invercargill, New Zealand","institution_ids":["https://openalex.org/I2802042008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116838741","display_name":"Vivien Wu Xi","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Vivien Wu Xi","raw_affiliation_strings":["Alice Lee Centre for Nursing Studies, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alice Lee Centre for Nursing Studies, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5024384700"],"corresponding_institution_ids":["https://openalex.org/I106165777","https://openalex.org/I3132868434"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":12.4408,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.98376326,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"1559570","last_page":"1559570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.36010000109672546,"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":0.36010000109672546,"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/T11977","display_name":"Technology Use by Older Adults","score":0.13009999692440033,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.07569999992847443,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"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/mhealth","display_name":"mHealth","score":0.8224210739135742},{"id":"https://openalex.org/keywords/bibliometrics","display_name":"Bibliometrics","score":0.6558383703231812},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.3948957920074463},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2928924560546875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2595418095588684},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.2472953498363495},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.1899396777153015},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.15899652242660522},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15273091197013855}],"concepts":[{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.8224210739135742},{"id":"https://openalex.org/C178315738","wikidata":"https://www.wikidata.org/wiki/Q603441","display_name":"Bibliometrics","level":2,"score":0.6558383703231812},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.3948957920074463},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2928924560546875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2595418095588684},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.2472953498363495},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.1899396777153015},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.15899652242660522},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15273091197013855}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fdgth.2025.1559570","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1559570","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1559570/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:40225124","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40225124","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:3bb244f701444a62aaab7ee853f9fe9a","is_oa":true,"landing_page_url":"https://doaj.org/article/3bb244f701444a62aaab7ee853f9fe9a","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 7 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11985854","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11985854","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.2025.1559570","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1559570","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1559570/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":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408948023.pdf"},"referenced_works_count":157,"referenced_works":["https://openalex.org/W1972643702","https://openalex.org/W1989475997","https://openalex.org/W2038565395","https://openalex.org/W2113373290","https://openalex.org/W2114175250","https://openalex.org/W2126715071","https://openalex.org/W2147927650","https://openalex.org/W2150220236","https://openalex.org/W2223276313","https://openalex.org/W2239610352","https://openalex.org/W2240065978","https://openalex.org/W2511891350","https://openalex.org/W2555756618","https://openalex.org/W2560067461","https://openalex.org/W2568457817","https://openalex.org/W2575795832","https://openalex.org/W2583763071","https://openalex.org/W2587555210","https://openalex.org/W2618914441","https://openalex.org/W2661936549","https://openalex.org/W2748917615","https://openalex.org/W2757562451","https://openalex.org/W2766647661","https://openalex.org/W2769119382","https://openalex.org/W2769501257","https://openalex.org/W2773326826","https://openalex.org/W2789794273","https://openalex.org/W2799600979","https://openalex.org/W2801118647","https://openalex.org/W2801228420","https://openalex.org/W2806090609","https://openalex.org/W2809750278","https://openalex.org/W2810291886","https://openalex.org/W2884221081","https://openalex.org/W2891125414","https://openalex.org/W2896550350","https://openalex.org/W2902216141","https://openalex.org/W2908066508","https://openalex.org/W2910542102","https://openalex.org/W2940158243","https://openalex.org/W2952355329","https://openalex.org/W2971530084","https://openalex.org/W2981688712","https://openalex.org/W2989528546","https://openalex.org/W2990491951","https://openalex.org/W2999874271","https://openalex.org/W3000218514","https://openalex.org/W3000896649","https://openalex.org/W3008907603","https://openalex.org/W3015108712","https://openalex.org/W3015259010","https://openalex.org/W3033462411","https://openalex.org/W3033520176","https://openalex.org/W3035856730","https://openalex.org/W3036709404","https://openalex.org/W3039579715","https://openalex.org/W3039941460","https://openalex.org/W3046634996","https://openalex.org/W3049747039","https://openalex.org/W3065052688","https://openalex.org/W3084709965","https://openalex.org/W3096060714","https://openalex.org/W3108814054","https://openalex.org/W3110253721","https://openalex.org/W3114193668","https://openalex.org/W3115396246","https://openalex.org/W3142545730","https://openalex.org/W3162414963","https://openalex.org/W3164190903","https://openalex.org/W3174281542","https://openalex.org/W3174589773","https://openalex.org/W3184085688","https://openalex.org/W3184810883","https://openalex.org/W3192297271","https://openalex.org/W3201909453","https://openalex.org/W3206381116","https://openalex.org/W3208703878","https://openalex.org/W3216220434","https://openalex.org/W4200358019","https://openalex.org/W4205810649","https://openalex.org/W4206420096","https://openalex.org/W4206473347","https://openalex.org/W4211102169","https://openalex.org/W4213440642","https://openalex.org/W4214856973","https://openalex.org/W4220896361","https://openalex.org/W4221063482","https://openalex.org/W4224268278","https://openalex.org/W4242666449","https://openalex.org/W4280534237","https://openalex.org/W4281761300","https://openalex.org/W4281892839","https://openalex.org/W4285810049","https://openalex.org/W4289755006","https://openalex.org/W4294673884","https://openalex.org/W4298086991","https://openalex.org/W4298088772","https://openalex.org/W4299560668","https://openalex.org/W4306382016","https://openalex.org/W4307500533","https://openalex.org/W4310330695","https://openalex.org/W4313452544","https://openalex.org/W4315650858","https://openalex.org/W4317356448","https://openalex.org/W4318591752","https://openalex.org/W4318816120","https://openalex.org/W4322746387","https://openalex.org/W4323315234","https://openalex.org/W4323338766","https://openalex.org/W4365448427","https://openalex.org/W4366670681","https://openalex.org/W4367315568","https://openalex.org/W4367601654","https://openalex.org/W4375949964","https://openalex.org/W4379745963","https://openalex.org/W4381094729","https://openalex.org/W4382796666","https://openalex.org/W4383094248","https://openalex.org/W4385247008","https://openalex.org/W4385478187","https://openalex.org/W4387600598","https://openalex.org/W4387916068","https://openalex.org/W4388094046","https://openalex.org/W4389332263","https://openalex.org/W4389495055","https://openalex.org/W4391147595","https://openalex.org/W4391242645","https://openalex.org/W4391428667","https://openalex.org/W4391533294","https://openalex.org/W4391650561","https://openalex.org/W4392163077","https://openalex.org/W4394713160","https://openalex.org/W4394846594","https://openalex.org/W4395100064","https://openalex.org/W4399206397","https://openalex.org/W4399685301","https://openalex.org/W4400655149","https://openalex.org/W4400949311","https://openalex.org/W4401332489","https://openalex.org/W4401427128","https://openalex.org/W4401820095","https://openalex.org/W4402516193","https://openalex.org/W4402715781","https://openalex.org/W4403113345","https://openalex.org/W4403189033","https://openalex.org/W4403312487","https://openalex.org/W4403395504","https://openalex.org/W6679123642","https://openalex.org/W6731904422","https://openalex.org/W6733119786","https://openalex.org/W6745833828","https://openalex.org/W6786580163","https://openalex.org/W6842827414","https://openalex.org/W6844035111","https://openalex.org/W6849825408","https://openalex.org/W6859871899","https://openalex.org/W6872908037"],"related_works":["https://openalex.org/W4391184000","https://openalex.org/W3157260717","https://openalex.org/W4210372979","https://openalex.org/W4281982548","https://openalex.org/W1989929201","https://openalex.org/W2735645867","https://openalex.org/W4386031268","https://openalex.org/W2328171598","https://openalex.org/W4318480255","https://openalex.org/W2806578822"],"abstract_inverted_index":{"Introduction:":[0],"mHealth":[1,99,114,130,187,204],"technologies":[2,131,205],"offer":[3],"promising":[4],"solutions":[5],"to":[6,20,44,60,98,182,189],"reduce":[7],"the":[8,72,81,90,111,122,170,180,184,207],"incidence":[9],"of":[10,83,113,127,152,186],"falls":[11,46],"among":[12,216],"older":[13],"adults.":[14],"Unfortunately,":[15],"publications":[16,36],"on":[17,110,121],"their":[18],"application":[19,52],"Low-Middle":[21],"Income":[22],"Countries":[23],"(LMIC)":[24],"settings":[25,147],"have":[26,158],"not":[27,159],"been":[28,161],"collectively":[29],"examined.":[30],"Methods:":[31],"=":[32],"22)":[33],"from":[34,38,77,169,218],"629":[35],"extracted":[37],"major":[39],"databases":[40],"using":[41],"keywords":[42],"related":[43,97],"mHealth,":[45],"prevention,":[47],"and":[48,54,85,94,102,117,119,124,134,141,167,210,215,221],"LMIC.":[49],"The":[50,106],"web-based":[51],"Covidence":[53],"stand-alone":[55],"VosViewer":[56],"software":[57],"were":[58],"used":[59],"process":[61],"data":[62],"following":[63],"previously":[64],"published":[65],"review":[66],"standards.":[67],"Results:":[68],"Published":[69],"articles":[70,171],"in":[71,80,104,132,206],"field":[73],"feature":[74],"multidisciplinary":[75],"authorships":[76],"multiple":[78],"scholars":[79],"domains":[82],"health":[84],"technology.":[86],"Network":[87],"analysis":[88],"revealed":[89],"most":[91],"prominent":[92],"stakeholders":[93],"keyword":[95],"clusters":[96],"technology":[100,128,195,201],"features":[101,143],"applications":[103,157],"healthcare.":[105],"papers":[107],"predominantly":[108],"focused":[109],"development":[112],"technology,":[115],"usability,":[116],"affordances":[118],"less":[120],"physiologic":[123],"sociologic":[125],"attributes":[126],"use.":[129],"low":[133],"middle-income":[135],"countries":[136],"are":[137],"mostly":[138],"smartphone-based,":[139],"static,":[140],"include":[142,190],"for":[144],"home":[145],"care":[146],"with":[148],"fall":[149],"detection":[150],"accuracy":[151],"86%-99.62%.":[153],"Mixed":[154],"reality-based":[155],"mobile":[156],"yet":[160],"explored.":[162],"Conclusion:":[163],"Overall,":[164],"key":[165],"findings":[166],"information":[168],"highlight":[172],"a":[173,198],"gradually":[174],"advancing":[175],"research":[176],"domain.":[177],"Outcomes":[178],"reinforce":[179],"need":[181],"expand":[183],"focus":[185],"investigations":[188],"emerging":[191],"technologies,":[192],"update":[193],"current":[194],"models,":[196],"create":[197],"more":[199],"human-centered":[200],"design,":[202],"test":[203],"clinical":[208],"setting,":[209],"encourage":[211],"continued":[212],"cooperation":[213],"between":[214],"researchers":[217],"various":[219],"fields":[220],"environments.":[222]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}