{"id":"https://openalex.org/W2944094244","doi":"https://doi.org/10.1136/heartjnl-2019-scf.9","title":"P1 State of play of wearable devices for the measurement of heart rate: a systematic review of the accuracy of wrist-worn technologies","display_name":"P1 State of play of wearable devices for the measurement of heart rate: a systematic review of the accuracy of wrist-worn technologies","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2944094244","doi":"https://doi.org/10.1136/heartjnl-2019-scf.9","mag":"2944094244"},"language":"en","primary_location":{"id":"doi:10.1136/heartjnl-2019-scf.9","doi":"https://doi.org/10.1136/heartjnl-2019-scf.9","is_oa":false,"landing_page_url":"https://doi.org/10.1136/heartjnl-2019-scf.9","pdf_url":null,"source":{"id":"https://openalex.org/S191565391","display_name":"Heart","issn_l":"1355-6037","issn":["1355-6037","1468-201X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319945","host_organization_name":"BMJ","host_organization_lineage":["https://openalex.org/P4310319945"],"host_organization_lineage_names":["BMJ"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Posters","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009104446","display_name":"Oonagh Mary Giggins","orcid":"https://orcid.org/0000-0001-7748-5446","observed_orcids":["https://orcid.org/0000-0001-7748-5446"]},"institutions":[{"id":"https://openalex.org/I94876832","display_name":"Dundalk Institute of Technology","ror":"https://ror.org/01800zd49","country_code":"IE","type":"education","lineage":["https://openalex.org/I94876832"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Oonagh M Giggins","raw_affiliation_strings":["NetwelCASALA, Dundalk Institute of Technology, Dundalk, County Louth, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NetwelCASALA, Dundalk Institute of Technology, Dundalk, County Louth, Ireland","institution_ids":["https://openalex.org/I94876832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005106452","display_name":"David J. Muggeridge","orcid":"https://orcid.org/0000-0003-2630-2384","observed_orcids":["https://orcid.org/0000-0003-2630-2384"]},"institutions":[{"id":"https://openalex.org/I5857645","display_name":"University of the Highlands and Islands","ror":"https://ror.org/02s08xt61","country_code":"GB","type":"education","lineage":["https://openalex.org/I5857645"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Muggeridge","raw_affiliation_strings":["Division of Biomedical Science, Institute of Health Research and Innovation, University of the Highlands and Islands, Inverness, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Biomedical Science, Institute of Health Research and Innovation, University of the Highlands and Islands, Inverness, UK","institution_ids":["https://openalex.org/I5857645"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5131,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55480259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"A5.1","last_page":"A5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9643999934196472,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10352","display_name":"Physical Activity and Health","score":0.013500000350177288,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology (medical)"},"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.005900000222027302,"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/wearable-devices","display_name":"wearable devices","score":0.8519999980926514},{"id":"https://openalex.org/keywords/heart-rate-measurement","display_name":"heart rate measurement","score":0.8740000128746033},{"id":"https://openalex.org/keywords/wrist-worn-devices","display_name":"wrist-worn devices","score":0.8669999837875366},{"id":"https://openalex.org/keywords/device-accuracy","display_name":"device accuracy","score":0.7390000224113464},{"id":"https://openalex.org/keywords/apple-watch","display_name":"Apple Watch","score":1.0},{"id":"https://openalex.org/keywords/activity-trackers","display_name":"wearable activity trackers","score":0.8230000138282776},{"id":"https://openalex.org/keywords/physical-activity-monitoring","display_name":"physical activity monitoring","score":0.871999979019165},{"id":"https://openalex.org/keywords/consumer-health-technology","display_name":"consumer health technology","score":0.5559999942779541}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.910054087638855},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7105139493942261},{"id":"https://openalex.org/C2778216619","wikidata":"https://www.wikidata.org/wiki/Q185706","display_name":"Wrist","level":2,"score":0.6727725267410278},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.45248323678970337},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3973616361618042},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1666909158229828},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.12417358160018921},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06382042169570923}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1136/heartjnl-2019-scf.9","doi":"https://doi.org/10.1136/heartjnl-2019-scf.9","is_oa":false,"landing_page_url":"https://doi.org/10.1136/heartjnl-2019-scf.9","pdf_url":null,"source":{"id":"https://openalex.org/S191565391","display_name":"Heart","issn_l":"1355-6037","issn":["1355-6037","1468-201X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319945","host_organization_name":"BMJ","host_organization_lineage":["https://openalex.org/P4310319945"],"host_organization_lineage_names":["BMJ"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Posters","raw_type":"proceedings-article"},{"id":"pmh:oai:repository@napier.ac.uk:4248282","doi":null,"is_oa":false,"landing_page_url":"https://doi.org/10.1136/heartjnl-2019-SCF.9","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9763000011444092,"display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4320917308","https://openalex.org/W7204263503","https://openalex.org/W2618581983","https://openalex.org/W4205192005","https://openalex.org/W4404249599","https://openalex.org/W7217854940","https://openalex.org/W3036553271","https://openalex.org/W2900058591","https://openalex.org/W2597195918","https://openalex.org/W4404422789"],"abstract_inverted_index":{"Background":[0],"and":[1,15,32,66,104,116,197,257,286],"Aim":[2],"The":[3,56,155,235,265,283],"consumer":[4],"\u2018wearables\u2019":[5],"market":[6],"has":[7,52,317],"grown":[8],"considerably":[9],"over":[10],"the":[11,39,42,68,72,86,96,101,119,121,140,159,169,184,188,198,205,218,222,230,240,252,321,328],"past":[12],"few":[13],"years,":[14],"wrist-worn":[16,45,75,151],"devices":[17,46,77,193,210,290],"are":[18],"becoming":[19],"an":[20,165],"increasingly":[21],"popular":[22],"means":[23],"of":[24,44,74,85,142,158,168,172,187,207,221,229,279],"monitoring":[25],"physical":[26,35],"activity,":[27],"supporting":[28],"people":[29],"to":[30,59,64,118,292,310],"modify":[31],"increase":[33],"their":[34],"activity":[36,152],"levels.":[37],"However":[38],"evidence":[40],"regarding":[41],"accuracy":[43,73,141],"that":[47,78,138],"measure":[48,79],"heart":[49],"rate":[50],"(HR)":[51],"not":[53],"been":[54,318],"summarised.":[55],"aim":[57],"was":[58,88,162,225,239,260],"conduct":[60],"a":[61,91,277],"systematic":[62,83,215],"review":[63,131],"examine":[65],"summarise":[67],"literature":[69,87],"reporting":[70],"on":[71],"wearable":[76],"HR.":[80],"Method":[81],"A":[82,305],"search":[84,93],"performed":[89,124,309],"using":[90,164],"specific":[92],"strategy":[94],"in":[95,108,213,246,262,296],"following":[97],"databases;":[98],"PubMed,":[99],"CINAHL,":[100],"Cochrane":[102],"Library,":[103],"SPORTDiscus.":[105],"Articles":[106],"published":[107],"English,":[109],"including":[110],"human":[111],"participants,":[112,190],"between":[113],"January":[114],"2008":[115],"up":[117],"date":[120],"searches":[122],"were":[123,128,211],"(1":[125],"May":[126],"2018)":[127],"included.":[129],"This":[130,315],"considered":[132],"any":[133,146],"peer":[134],"reviewed":[135],"original":[136],"articles":[137],"evaluated":[139],"HR":[143,238,289],"measures/signals":[144],"from":[145,180],"consumer,":[147],"research":[148],"or":[149,303],"medical-grade":[150],"tracker":[153],"device.":[154],"methodological":[156,219],"quality":[157,220],"studies":[160,203,223,232,267],"included":[161,183,212,231,268],"assessed":[163],"adapted":[166],"version":[167],"Quality":[170],"Assessment":[171],"Diagnostic":[173],"Accuracy":[174],"Studies":[175],"(QUADAS)":[176],"framework.":[177],"Data":[178],"extracted":[179],"each":[181],"study":[182,189,191,195],"following:":[185],"characteristics":[186],"setting,":[192],"used,":[194],"protocol":[196],"criterion":[199],"measure.":[200],"Results":[201],"Thirty":[202],"examining":[204],"validity":[206],"24":[208],"different":[209],"this":[214],"review.":[216],"Overall":[217],"examined":[224,261],"high,":[226],"with":[227,276,299],"22":[228],"scoring":[233],"\u22657.":[234],"Fitbit":[236,287],"Charge":[237,288],"most":[241],"frequently":[242],"studied":[243],"device":[244],"(evaluated":[245],"nine":[247],"studies)":[248],"closely":[249],"followed":[250],"by":[251,320,327],"Apple":[253,284],"Watch":[254,285],"(series":[255],"1":[256],"2)":[258],"which":[259],"eight":[263],"studies.":[264],"identified":[266],"both":[269],"healthy":[270],"participants":[271],"as":[272,274],"well":[273],"patients":[275],"range":[278],"clinical":[280],"conditions.":[281],"Conclusions":[282],"appear":[291],"be":[293,308],"relatively":[294],"accurate":[295],"measuring":[297],"HR,":[298],"no":[300],"substantial":[301],"under-":[302],"over-estimation.":[304],"meta-analysis":[306],"will":[307],"derive":[311],"more":[312],"definitive":[313],"conclusions.":[314],"project":[316],"funded":[319],"EU\u2019s":[322],"INTERREG":[323],"VA":[324],"programme,":[325],"managed":[326],"Special":[329],"EU":[330],"Programmes":[331],"Body":[332],"(SEUPB).":[333]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-05-16T00:00:00"}
