{"id":"https://openalex.org/W4396972438","doi":"https://doi.org/10.3389/fpubh.2024.1414013","title":"Editorial: Population aging and older health in an era of digitalization: empirical findings and implications","display_name":"Editorial: Population aging and older health in an era of digitalization: empirical findings and implications","publication_year":2024,"publication_date":"2024-05-16","ids":{"openalex":"https://openalex.org/W4396972438","doi":"https://doi.org/10.3389/fpubh.2024.1414013","pmid":"https://pubmed.ncbi.nlm.nih.gov/38818438","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11137313"},"language":"en","primary_location":{"id":"doi:10.3389/fpubh.2024.1414013","doi":"https://doi.org/10.3389/fpubh.2024.1414013","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpubh.2024.1414013","pdf_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2024.1414013/pdf","source":{"id":"https://openalex.org/S2595931848","display_name":"Frontiers in Public Health","issn_l":"2296-2565","issn":["2296-2565"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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 Public Health","raw_type":"journal-article"},"volume":null,"type":"editorial","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2024.1414013/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011400685","display_name":"Wei Guo","orcid":"https://orcid.org/0000-0002-9223-5573","observed_orcids":["https://orcid.org/0000-0002-9223-5573","https://orcid.org/0000-0001-5171-1193"]},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Guo","raw_affiliation_strings":["Department of Social Work and Social Policy, School of Social and Behavioral Sciences, Nanjing University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Social Work and Social Policy, School of Social and Behavioral Sciences, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064170000","display_name":"Xiangnan Chai","orcid":"https://orcid.org/0000-0003-1412-1113","observed_orcids":["https://orcid.org/0000-0003-1412-1113"]},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangnan Chai","raw_affiliation_strings":["Department of Sociology, School of Social and Behavioral Sciences, Nanjing University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Sociology, School of Social and Behavioral Sciences, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045901312","display_name":"Zhenmei Zhang","orcid":"https://orcid.org/0000-0002-5150-1505","observed_orcids":["https://orcid.org/0000-0002-5150-1505"]},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenmei Zhang","raw_affiliation_strings":["Department of Sociology, College of Social Science, Michigan State University, East Lansing, MI, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Sociology, College of Social Science, Michigan State University, East Lansing, MI, United States","institution_ids":["https://openalex.org/I87216513"]}]},{"author_position":"last","author":{"id":null,"display_name":"Zhihao Ma","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihao Ma","raw_affiliation_strings":["Computational Communication Collaboratory, School of Jouralism and Communication, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Communication Collaboratory, School of Jouralism and Communication, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064170000"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":{"value":3295,"currency":"USD","value_usd":3295},"apc_paid":{"value":3295,"currency":"USD","value_usd":3295},"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"1414013","last_page":"1414013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11977","display_name":"Technology Use by Older Adults","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T11977","display_name":"Technology Use by Older Adults","score":0.9970999956130981,"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/T12811","display_name":"Aging, Health, and Disability","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13695","display_name":"Aging, Elder Care, and Social Issues","score":0.0006000000284984708,"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/population-aging","display_name":"population aging","score":1.0},{"id":"https://openalex.org/keywords/digitalization","display_name":"digitalization","score":0.9900000095367432},{"id":"https://openalex.org/keywords/digital-health","display_name":"digital health","score":0.7419999837875366},{"id":"https://openalex.org/keywords/older-adults","display_name":"older adults","score":0.7229999899864197}],"concepts":[{"id":"https://openalex.org/C13774568","wikidata":"https://www.wikidata.org/wiki/Q439112","display_name":"Population ageing","level":3,"score":0.6771371364593506},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.5772519111633301},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.43893975019454956},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4363478422164917},{"id":"https://openalex.org/C2778149918","wikidata":"https://www.wikidata.org/wiki/Q3291156","display_name":"Population health","level":3,"score":0.4279688596725464},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3501194715499878},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.18614506721496582},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000082222","descriptor_name":"Digital Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000375","descriptor_name":"Aging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.3389/fpubh.2024.1414013","doi":"https://doi.org/10.3389/fpubh.2024.1414013","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpubh.2024.1414013","pdf_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2024.1414013/pdf","source":{"id":"https://openalex.org/S2595931848","display_name":"Frontiers in Public Health","issn_l":"2296-2565","issn":["2296-2565"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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 Public Health","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11137313","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11137313","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11137313/pdf/fpubh-12-1414013.pdf","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":"Front Public Health","raw_type":"Text"},{"id":"pmid:38818438","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38818438","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":"Frontiers in public health","raw_type":"Editorial"},{"id":"pmh:oai:doaj.org/article:b2682f0435da4e2483f7a2698c45fcb5","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/b2682f0435da4e2483f7a2698c45fcb5","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Public Health, Vol 12 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fpubh.2024.1414013","doi":"https://doi.org/10.3389/fpubh.2024.1414013","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fpubh.2024.1414013","pdf_url":"https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2024.1414013/pdf","source":{"id":"https://openalex.org/S2595931848","display_name":"Frontiers in Public Health","issn_l":"2296-2565","issn":["2296-2565"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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 Public Health","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9476000070571899}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327557","display_name":"National Office for Philosophy and Social Sciences","ror":"https://ror.org/04m0ms912"},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396972438.pdf","grobid_xml":"https://content.openalex.org/works/W4396972438.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2064795489","https://openalex.org/W2913459835","https://openalex.org/W2995795247","https://openalex.org/W3034487198"],"related_works":["https://openalex.org/W4398788327","https://openalex.org/W6923647409","https://openalex.org/W3191346708","https://openalex.org/W2403824945","https://openalex.org/W4386871511","https://openalex.org/W4401574865","https://openalex.org/W6903681953","https://openalex.org/W6941542496","https://openalex.org/W4376880358","https://openalex.org/W6884985054"],"abstract_inverted_index":{"In":[0],"this":[1,120,363,491,740,808,897],"special":[2,931],"issue,":[3],"our":[4,930],"objective":[5],"is":[6,273,365,444],"to":[7,305,386,399,457,504,549,572,592,720,778,829,857,909,966],"solicit":[8],"research":[9,230,264,495],"that":[10,267,348,415,642,791,935],"centers":[11,180],"on":[12,181,215,258,356,498,628,714,750,865],"the":[13,19,22,68,87,122,171,188,193,201,235,252,306,311,325,332,357,387,401,500,506,525,550,567,622,629,643,666,678,691,694,703,744,763,772,859,866,900,911,921,925,936,947,959,971,980],"health":[14,97,111,131,172,184,199,333,390,574,595,634,685,734,776,863,885,915],"of":[15,21,27,91,124,147,162,173,196,234,255,270,278,308,313,335,359,418,426,450,508,528,555,601,624,635,645,662,669,696,706,774,861,869,872,913,938,953,961,973,982],"older":[16,129,174,182,197,261,279,360,369,409,467,588,636,654,670,707,736,757,786,874,918,954,963],"adults":[17,175,281,655,737],"in":[18,51,113,138,176,185,200,283,297,340,431,466,490,657,738,759,896,929,979],"context":[20,981],"digital":[23,92,126,202,341,775,862,884,914,939,967,976],"era.":[24,203],"The":[25,583,709],"phenomenon":[26],"population":[28],"aging":[29],"has":[30,94,132,352,648],"emerged":[31,133],"as":[32,48,50,56,134,241,286,434,475,893],"a":[33,135,144,208,353,397,484,594,619,649,792,855,880,894],"significant":[34,378,485,821],"concern":[35],"across":[36],"various":[37],"regions,":[38],"including":[39],"middle-income":[40],"countries":[41,54],"like":[42],"China":[43],"(Bai":[44],"&":[45,59,65,106],"Lei,":[46],"2020),":[47,61],"well":[49],"most":[52,388,764],"high-income":[53],"such":[55,285,433,474],"Korea":[57],"(Kim":[58],"Kim,":[60],"Japan":[62],"(He,":[63],"Goodkind,":[64],"Kowal,":[66],"2016),":[67],"U.S.":[69],"(Ortman":[70],"et":[71,83,247,562,767],"al.,":[72,84],"2014),":[73],"Canada":[74],"(Statistics":[75],"Canada,":[76],"2023),":[77],"and":[78,99,109,140,149,153,232,294,310,321,331,393,406,441,493,515,540,543,553,611,614,632,684,687,698,702,732,753,782,801,845,851,887,907,940,944,950,969],"many":[79],"European":[80],"nations":[81],"(He":[82],"2016).":[85],"Furthermore,":[86,665],"rapid":[88],"global":[89],"advancement":[90,937],"technology":[93,700,942],"profoundly":[95],"impacted":[96],"management":[98,533,575,596,904],"enhancement,":[100],"influencing":[101,569],"healthcare":[102],"delivery":[103],"models":[104,819],"(Mitchell":[105],"Kan,":[107],"2019)":[108],"timely":[110],"communications":[112],"users'":[114],"daily":[115],"lives":[116],"(Hajli,":[117],"2014).":[118],"Within":[119],"context,":[121],"examination":[123],"how":[125],"technologies":[127,777,968],"shape":[128],"adults'":[130,183,198,589,964],"central":[136],"topic":[137],"gerontological":[139],"sociological":[141],"studies.We":[142],"received":[143],"considerable":[145],"volume":[146],"submissions,":[148],"following":[150],"meticulous":[151],"editorial":[152],"peer":[154],"review":[155],"procedures,":[156],"we":[157],"ultimately":[158],"disseminated":[159],"nine":[160,236,926],"articles":[161,189,237,927],"high":[163],"quality.":[164],"Among":[165],"these":[166],"contributions,":[167],"eight":[168],"specifically":[169],"address":[170],"China,":[177],"while":[178],"one":[179],"Korea.":[186],"All":[187],"closely":[190],"align":[191],"with":[192,225,275,423,447,487,531,756,823],"overarching":[194],"theme":[195],"Notably,":[204,362,746],"each":[205],"study":[206,243,398,620,856],"adopts":[207],"quantitative":[209],"approach.":[210],"While":[211],"some":[212],"investigations":[213],"rely":[214],"nationally":[216],"representative":[217],"data,":[218],"others":[219],"draw":[220],"from":[221,380,718,827,924],"community-based":[222],"survey":[223],"data":[224],"relatively":[226],"modest":[227],"sample":[228],"sizes.The":[229],"objectives":[231],"outcomes":[233,302,334],"can":[238],"be":[239],"summarized":[240],"follows:The":[242],"conducted":[244,396,618,854],"by":[245,317],"Wang":[246],"al.":[248,563,768],"(2023)":[249,323,395,496,689,853],"delved":[250],"into":[251],"advantageous":[253],"effects":[254],"internet":[256,271,318,404,419,453],"usage":[257,405,627,683],"support":[259,552],"for":[260,538,587,902],"adults.":[262,361,411,469,638,787,876,955],"Their":[263,345,412,639,788,877],"findings":[265,413,640,878,957],"suggest":[266],"increased":[268],"frequency":[269],"use":[272,420,573,644,731],"associated":[274,422],"higher":[276],"probabilities":[277],"Chinese":[280,370,410,468,637,671,875],"engaging":[282,430],"activities":[284,432,454],"purchasing":[287],"commercial":[288],"pension":[289],"insurance,":[290],"accepting":[291],"formal":[292],"care,":[293],"fostering":[295],"independence":[296],"later":[298],"life.":[299],"These":[300,452,522,546,956],"positive":[301,354,650,727,881],"are":[303,421],"attributed":[304],"dissemination":[307],"information":[309,697,941],"maintenance":[312],"social":[314,328,350,382,603,951],"connections":[315],"facilitated":[316],"access.Xiao,":[319],"Wu,":[320],"Cao":[322],"explored":[324,771],"relationship":[326,402,679,692],"between":[327,403,680,693,729,883],"security":[329,351,383],"enhancements":[330],"elderly":[336,509,556],"individuals":[337],"actively":[338],"participating":[339],"financial":[342],"inclusion":[343],"systems.":[344],"results":[346],"demonstrate":[347],"strengthening":[349],"impact":[355,579,623],"well-being":[358,705,952],"influence":[364,860],"more":[366],"pronounced":[367,765],"among":[368,408,653,735,785,917],"men":[371],"than":[372],"women.":[373],"Additionally,":[374],"rural":[375,754],"residents":[376,672],"derive":[377],"benefits":[379,946],"improved":[381,458],"provisions,":[384],"leading":[385],"favorable":[389],"outcomes.Nan,":[391],"Xie,":[392],"Hu":[394],"examine":[400],"depression":[407,465,488],"revealed":[414,790],"specific":[416],"types":[417],"varying":[424],"levels":[425,449,489],"depression.":[427,451],"For":[428],"instance,":[429],"chatting":[435],"via":[436],"WeChat,":[437],"browsing":[438],"online":[439,443,472,479],"videos,":[440],"shopping":[442],"positively":[445],"correlated":[446],"lower":[448],"also":[455],"contribute":[456,548],"interpersonal":[459],"relationships,":[460],"which":[461,577,795],"may":[462],"subsequently":[463,578],"reduce":[464],"Conversely,":[470],"other":[471],"activities,":[473],"playing":[476],"games":[477],"or":[478,660],"learning,":[480],"do":[481],"not":[482],"show":[483],"association":[486,728,882],"population.Ren":[492],"colleagues'":[494],"focuses":[497],"formalizing":[499],"domestic":[501,529],"service":[502],"industry":[503],"enhance":[505,779],"provision":[507],"care":[510,557],"services.":[511],"Through":[512],"model":[513,810],"construction":[514],"simulation":[516],"analysis,":[517],"they":[518],"identified":[519,586],"effective":[520],"strategies.":[521],"include":[523,598],"increasing":[524],"market":[526],"share":[527],"enterprises":[530],"employee":[532],"systems,":[534,576],"implementing":[535],"subsidy":[536],"programs":[537],"clients,":[539],"establishing":[541],"evaluation":[542],"supervision":[544],"mechanisms.":[545],"measures":[547],"overall":[551],"quality":[554,868],"services.In":[558],"their":[559,580,599,760,975],"study,":[560],"Li":[561],"(":[564,616,769],"2023)":[565,617,770],"investigated":[566,690],"factors":[568,585],"individuals'":[570],"intention":[571,591],"actual":[581],"usage.":[582],"key":[584],"behavioral":[590],"accept":[593],"system":[597],"expectations":[600],"effort,":[602],"influences,":[604],"perceived":[605,609,612],"value,":[606],"performance":[607,824],"expectations,":[608],"interactivity,":[610],"risk.Wei":[613],"Guo":[615],"examining":[621],"smart":[625,646,674,681],"device":[626,682],"self-reported":[630],"physical":[631],"psychological":[633,704],"indicate":[641],"devices":[647,675],"effect,":[651],"particularly":[652,978],"residing":[656],"urban":[658],"areas":[659],"those":[661],"advanced":[663],"age.":[664],"personal":[667],"attitudes":[668],"toward":[673],"partially":[676],"mediate":[677],"outcomes.Park":[686],"colleagues":[688,852],"accessibility":[695],"communication":[699],"(ICT)":[701],"Koreans.":[708],"COVID-19":[710],"pandemic":[711],"intensified":[712],"reliance":[713],"ICT,":[715],"shifting":[716],"engagement":[717],"self-motivated":[719],"socially":[721],"passive":[722],"modes.":[723],"Despite":[724],"an":[725],"initial":[726],"ICT":[730],"mental":[733],"Korea,":[739],"link":[741],"weakened":[742],"during":[743],"pandemic.":[745],"heterogeneity":[747],"exists":[748],"based":[749],"age,":[751,840],"sex,":[752],"residence,":[755],"females":[758],"70s":[761],"experiencing":[762],"effects.Fan":[766],"potential":[773],"frailty":[780],"detection":[781],"diagnosis":[783],"efficiency":[784],"investigation":[789],"composite":[793,809],"model,":[794],"integrated":[796],"comprehensive":[797],"geriatric":[798],"assessment":[799],"(CGA)":[800],"gait":[802],"parameters,":[803],"effectively":[804],"predicted":[805],"frailty.":[806],"Remarkably,":[807],"outperformed":[811],"individual":[812],"features.":[813],"After":[814],"feature":[815],"selection,":[816],"machine":[817],"learning":[818],"demonstrated":[820],"improvement,":[822],"gains":[825],"ranging":[826],"4.3%":[828],"11.4%.":[830],"Key":[831],"predictors":[832],"included":[833],"large-step":[834],"walking":[835,843],"speed,":[836],"average":[837],"step":[838,842],"size,":[839],"total":[841],"distance,":[844],"Mini":[846],"Mental":[847],"State":[848],"Examination":[849],"score.Liu":[850],"investigate":[858],"literacy":[864,886,916],"health-related":[867],"life":[870],"(HRQoL)":[871],"community-dwelling":[873],"reveal":[879],"HRQoL.":[888],"Importantly,":[889],"health-promoting":[890],"lifestyle":[891],"serves":[892],"mediator":[895],"relationship,":[898],"emphasizing":[899],"need":[901],"relevant":[903],"institutions,":[905],"communities,":[906],"families":[908],"prioritize":[910],"cultivation":[912],"adults.In":[919],"summary,":[920],"collective":[922],"evidence":[923],"featured":[928],"issue":[932],"unequivocally":[933],"demonstrates":[934],"significantly":[943],"predominantly":[945],"physical,":[948],"psychological,":[949],"underscore":[958],"necessity":[960],"enhancing":[962,974],"access":[965],"emphasize":[970],"importance":[972],"literacy,":[977],"healthcare-related":[983],"technologies.":[984]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2024-05-17T00:00:00"}
