{"id":"https://openalex.org/W4225104233","doi":"https://doi.org/10.1186/s12911-022-01851-4","title":"Adopting wearables to customize health insurance contributions: a ranking-type Delphi","display_name":"Adopting wearables to customize health insurance contributions: a ranking-type Delphi","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W4225104233","doi":"https://doi.org/10.1186/s12911-022-01851-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/35477495"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-022-01851-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-022-01851-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-022-01851-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-022-01851-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101701098","display_name":"Daniel Neumann","orcid":"https://orcid.org/0000-0001-5562-7490"},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniel Neumann","raw_affiliation_strings":["University of Potsdam, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Potsdam, Potsdam, Germany","institution_ids":["https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040218210","display_name":"Victor Tiberius","orcid":"https://orcid.org/0000-0002-6492-0872"},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Victor Tiberius","raw_affiliation_strings":["University of Potsdam, Potsdam, Germany. tiberius@uni-potsdam.de","University of Potsdam, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Potsdam, Potsdam, Germany. tiberius@uni-potsdam.de","institution_ids":[]},{"raw_affiliation_string":"University of Potsdam, Potsdam, Germany","institution_ids":["https://openalex.org/I176453806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006280851","display_name":"Florin Biendarra","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Florin Biendarra","raw_affiliation_strings":["Avanos Medical, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Avanos Medical, Hamburg, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101701098"],"corresponding_institution_ids":["https://openalex.org/I176453806"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1862,"currency":"EUR","value_usd":2008},"fwci":2.3531,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8824306,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"22","issue":"1","first_page":"112","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.38429999351501465,"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":0.38429999351501465,"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/T12443","display_name":"Delphi Technique in Research","score":0.09019999951124191,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10352","display_name":"Physical Activity and Health","score":0.06239999830722809,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6854726076126099},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6145864725112915},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5705893039703369},{"id":"https://openalex.org/keywords/delphi-method","display_name":"Delphi method","score":0.536499559879303},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5112569332122803},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4948574900627136},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4938505291938782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46163392066955566},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3404117524623871},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3322831392288208},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26872527599334717},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.23856991529464722},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.14636105298995972},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1251966953277588},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.10483911633491516}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6854726076126099},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6145864725112915},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5705893039703369},{"id":"https://openalex.org/C60641444","wikidata":"https://www.wikidata.org/wiki/Q841602","display_name":"Delphi method","level":2,"score":0.536499559879303},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5112569332122803},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4948574900627136},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4938505291938782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46163392066955566},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3404117524623871},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3322831392288208},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26872527599334717},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.23856991529464722},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.14636105298995972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1251966953277588},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.10483911633491516},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","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},{"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":"D007348","descriptor_name":"Insurance, Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007348","descriptor_name":"Insurance, Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007348","descriptor_name":"Insurance, Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1186/s12911-022-01851-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-022-01851-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-022-01851-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:35477495","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35477495","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:doaj.org/article:cad5d0c1875e472e93b7bab2951f77a5","is_oa":false,"landing_page_url":"https://doaj.org/article/cad5d0c1875e472e93b7bab2951f77a5","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 22, Iss 1, Pp 1-7 (2022)","raw_type":"article"},{"id":"pmh:oai:kobv.de-opus4-uni-potsdam:56672","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:kobv:517-opus4-566723","pdf_url":null,"source":{"id":"https://openalex.org/S4306400594","display_name":"publish.UP (University of Potsdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I176453806","host_organization_name":"University of Potsdam","host_organization_lineage":["https://openalex.org/I176453806"],"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":null,"raw_type":"doc-type:article"},{"id":"pmh:oai:kobv.de-opus4-uni-potsdam:56673","is_oa":true,"landing_page_url":"https://publishup.uni-potsdam.de/frontdoor/index/index/docId/56673","pdf_url":null,"source":{"id":"https://openalex.org/S4306400594","display_name":"publish.UP (University of Potsdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I176453806","host_organization_name":"University of Potsdam","host_organization_lineage":["https://openalex.org/I176453806"],"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":null,"raw_type":"doc-type:article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9044726","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9044726","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":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"doi:10.25932/publishup-56672","is_oa":true,"landing_page_url":"https://doi.org/10.25932/publishup-56672","pdf_url":null,"source":{"id":"https://openalex.org/S7407053006","display_name":"Universit\u00e4t Potsdam","issn_l":null,"issn":[],"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","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1186/s12911-022-01851-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-022-01851-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-022-01851-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G967897323","display_name":null,"funder_award_id":"491466077","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320322480","display_name":"Universit\u00e4t Potsdam","ror":"https://ror.org/03bnmw459"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4225104233.pdf","grobid_xml":"https://content.openalex.org/works/W4225104233.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W35220292","https://openalex.org/W130252535","https://openalex.org/W1588936555","https://openalex.org/W1963879048","https://openalex.org/W1965806250","https://openalex.org/W2004868876","https://openalex.org/W2007367842","https://openalex.org/W2016915416","https://openalex.org/W2022425641","https://openalex.org/W2041725211","https://openalex.org/W2050647805","https://openalex.org/W2064318334","https://openalex.org/W2084508286","https://openalex.org/W2085484691","https://openalex.org/W2086483802","https://openalex.org/W2090372154","https://openalex.org/W2095299560","https://openalex.org/W2117023235","https://openalex.org/W2120522957","https://openalex.org/W2126335261","https://openalex.org/W2129660502","https://openalex.org/W2269957880","https://openalex.org/W2289255551","https://openalex.org/W2308190535","https://openalex.org/W2308510141","https://openalex.org/W2439447005","https://openalex.org/W2460365985","https://openalex.org/W2465990849","https://openalex.org/W2512827249","https://openalex.org/W2543954569","https://openalex.org/W2593909786","https://openalex.org/W2626553841","https://openalex.org/W2778671233","https://openalex.org/W2789449717","https://openalex.org/W2789946129","https://openalex.org/W2793286258","https://openalex.org/W2808514730","https://openalex.org/W2893814198","https://openalex.org/W2896504877","https://openalex.org/W2903766681","https://openalex.org/W2905172804","https://openalex.org/W2907667791","https://openalex.org/W2908770909","https://openalex.org/W2917386416","https://openalex.org/W2919943926","https://openalex.org/W2952464649","https://openalex.org/W2983313013","https://openalex.org/W2988203602","https://openalex.org/W2994818333","https://openalex.org/W3006405313","https://openalex.org/W3010060375","https://openalex.org/W3047508871","https://openalex.org/W3082763776","https://openalex.org/W3083309527","https://openalex.org/W3087099853","https://openalex.org/W3091832718","https://openalex.org/W3125488136","https://openalex.org/W3139198151","https://openalex.org/W3147698460","https://openalex.org/W3183239414","https://openalex.org/W3186036431","https://openalex.org/W3195227828","https://openalex.org/W3202499600","https://openalex.org/W3205855863","https://openalex.org/W3213965463","https://openalex.org/W6731447253"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459","https://openalex.org/W2528680939"],"abstract_inverted_index":{"BACKGROUND:":[0],"Wearables,":[1],"as":[2],"small":[3],"portable":[4],"computer":[5],"systems":[6],"worn":[7],"on":[8],"the":[9,64,101,128,141,144,149,157,166,183,189,195,230],"body,":[10],"can":[11,19,36],"track":[12],"user":[13],"fitness":[14],"and":[15,80,117,178,205,239],"health":[16,24,74,206,236,240],"data,":[17],"which":[18,60],"be":[20,44,209],"used":[21,51],"to":[22,43,58,81,86,120,132,139,148,155,193],"customize":[23],"insurance":[25],"contributions":[26,42],"individually.":[27],"In":[28],"particular,":[29],"insured":[30],"individuals":[31],"with":[32,100],"a":[33,38,96,112,121],"healthy":[34],"lifestyle":[35],"receive":[37],"reduction":[39],"of":[40,66,114,123,203],"their":[41,87,136],"paid.":[45],"However,":[46],"this":[47],"potential":[48],"is":[49,165],"hardly":[50],"in":[52],"practice.":[53],"OBJECTIVE:":[54],"This":[55],"study":[56,99],"aims":[57],"identify":[59],"barrier":[61,109,125],"factors":[62,110],"impede":[63],"usage":[65],"wearables":[67,204,234],"for":[68,73],"assessing":[69],"individual":[70],"risk":[71],"scores":[72],"insurances,":[75],"despite":[76],"its":[77],"technological":[78,191],"feasibility,":[79],"rank":[82,133],"these":[83,92],"barriers":[84,172],"according":[85],"relevance.":[88,137],"METHODS:":[89],"To":[90],"reach":[91],"goals,":[93],"we":[94,106],"conduct":[95],"ranking-type":[97],"Delphi":[98],"following":[102],"three":[103],"stages.":[104],"First,":[105],"collected":[107],"possible":[108],"from":[111],"panel":[113,129,142],"16":[115],"experts":[116],"consolidated":[118],"them":[119,134],"list":[122],"11":[124],"categories.":[126],"Second,":[127],"was":[130,146],"asked":[131,154],"regarding":[135,215],"Third,":[138],"enhance":[140],"consensus,":[143],"ranking":[145],"revealed":[147],"experts,":[150],"who":[151],"were":[152],"then":[153],"re-rank":[156],"barriers.":[158],"RESULTS:":[159],"The":[160],"results":[161],"suggest":[162],"that":[163],"regulation":[164],"most":[167],"important":[168],"barrier.":[169],"Other":[170],"relevant":[171],"are":[173],"false":[174],"or":[175],"inaccurate":[176],"measurements":[177],"application":[179],"errors":[180],"caused":[181],"by":[182],"users.":[184],"Additionally,":[185],"insurers":[186,241],"could":[187,208,226],"lack":[188],"required":[190],"competence":[192],"use":[194,202],"wearable":[196],"data":[197,231],"appropriately.":[198],"CONCLUSION:":[199],"A":[200],"wider":[201],"apps":[207],"achieved":[210],"through":[211],"regulatory":[212],"modifications,":[213],"especially":[214],"privacy":[216,224],"issues.":[217],"Even":[218],"after":[219],"assuring":[220],"stricter":[221],"regulations,":[222],"users'":[223],"concerns":[225],"partly":[227],"remain,":[228],"if":[229],"exchange":[232],"between":[233],"manufacturers,":[235],"app":[237],"providers,":[238],"does":[242],"not":[243],"become":[244],"more":[245],"transparent.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
