Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200258983> ?p ?o ?g. }
- W4200258983 endingPage "8220" @default.
- W4200258983 startingPage "8220" @default.
- W4200258983 abstract "Many researchers are beginning to adopt the use of wrist-worn accelerometers to objectively measure personal activity levels. Data from these devices are often used to summarise such activity in terms of averages, variances, exceedances, and patterns within a profile. In this study, we report the development of a clustering utilising the whole activity profile. This was achieved using the robust clustering technique of k-medoids applied to an extensive data set of over 90,000 activity profiles, collected as part of the UK Biobank study. We identified nine distinct activity profiles in these data, which captured both the pattern of activity throughout a week and the intensity of the activity: Active 9 to 5, Active, Morning Movers, Get up and Active, Live for the Weekend, Moderates, Leisurely 9 to 5, Sedate and Inactive. These patterns are differentiated by sociodemographic, socioeconomic, and health and circadian rhythm data collected by UK Biobank. The utility of these findings are that they sit alongside existing summary measures of physical activity to provide a way to typify distinct activity patterns that may help to explain other health and morbidity outcomes, e.g., BMI or COVID-19. This research will be returned to the UK Biobank for other researchers to use." @default.
- W4200258983 created "2021-12-31" @default.
- W4200258983 creator A5027595693 @default.
- W4200258983 creator A5047791121 @default.
- W4200258983 creator A5053287228 @default.
- W4200258983 creator A5055883377 @default.
- W4200258983 creator A5079978522 @default.
- W4200258983 date "2021-12-09" @default.
- W4200258983 modified "2023-10-02" @default.
- W4200258983 title "Clustering Accelerometer Activity Patterns from the UK Biobank Cohort" @default.
- W4200258983 cites W2062823658 @default.
- W4200258983 cites W2082704080 @default.
- W4200258983 cites W2088722350 @default.
- W4200258983 cites W2091631842 @default.
- W4200258983 cites W2095998117 @default.
- W4200258983 cites W2096528587 @default.
- W4200258983 cites W2118409616 @default.
- W4200258983 cites W2122806520 @default.
- W4200258983 cites W2268573449 @default.
- W4200258983 cites W2278907698 @default.
- W4200258983 cites W2417877795 @default.
- W4200258983 cites W2434182841 @default.
- W4200258983 cites W2584016859 @default.
- W4200258983 cites W2617368793 @default.
- W4200258983 cites W2620297887 @default.
- W4200258983 cites W2723723801 @default.
- W4200258983 cites W2726248338 @default.
- W4200258983 cites W2727782160 @default.
- W4200258983 cites W2729591172 @default.
- W4200258983 cites W2756121211 @default.
- W4200258983 cites W2757897661 @default.
- W4200258983 cites W2785323391 @default.
- W4200258983 cites W2797066666 @default.
- W4200258983 cites W2805508275 @default.
- W4200258983 cites W2898274743 @default.
- W4200258983 cites W2898845642 @default.
- W4200258983 cites W2911551115 @default.
- W4200258983 cites W2912687982 @default.
- W4200258983 cites W2913371976 @default.
- W4200258983 cites W2921442124 @default.
- W4200258983 cites W2938505896 @default.
- W4200258983 cites W2945576732 @default.
- W4200258983 cites W2946458634 @default.
- W4200258983 cites W2948756736 @default.
- W4200258983 cites W2949057804 @default.
- W4200258983 cites W2955271281 @default.
- W4200258983 cites W2980516211 @default.
- W4200258983 cites W2982211633 @default.
- W4200258983 cites W2997058777 @default.
- W4200258983 cites W2999053555 @default.
- W4200258983 cites W3001883807 @default.
- W4200258983 cites W3011846974 @default.
- W4200258983 cites W3025226748 @default.
- W4200258983 cites W3026244986 @default.
- W4200258983 cites W3031193631 @default.
- W4200258983 cites W3032845756 @default.
- W4200258983 cites W3049300342 @default.
- W4200258983 cites W3049380142 @default.
- W4200258983 cites W3055355304 @default.
- W4200258983 cites W3091619687 @default.
- W4200258983 cites W3097438319 @default.
- W4200258983 cites W3111012355 @default.
- W4200258983 cites W3125292757 @default.
- W4200258983 cites W3126130441 @default.
- W4200258983 cites W3133392729 @default.
- W4200258983 cites W3135908056 @default.
- W4200258983 cites W3136706182 @default.
- W4200258983 cites W3138820455 @default.
- W4200258983 cites W3156459939 @default.
- W4200258983 cites W3160143688 @default.
- W4200258983 cites W3164609737 @default.
- W4200258983 cites W3169806925 @default.
- W4200258983 cites W3186923048 @default.
- W4200258983 cites W3193426994 @default.
- W4200258983 cites W3196953909 @default.
- W4200258983 cites W3199233665 @default.
- W4200258983 cites W3210651211 @default.
- W4200258983 cites W4230921401 @default.
- W4200258983 cites W4243015544 @default.
- W4200258983 cites W848133049 @default.
- W4200258983 doi "https://doi.org/10.3390/s21248220" @default.
- W4200258983 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34960314" @default.
- W4200258983 hasPublicationYear "2021" @default.
- W4200258983 type Work @default.
- W4200258983 citedByCount "4" @default.
- W4200258983 countsByYear W42002589832022 @default.
- W4200258983 countsByYear W42002589832023 @default.
- W4200258983 crossrefType "journal-article" @default.
- W4200258983 hasAuthorship W4200258983A5027595693 @default.
- W4200258983 hasAuthorship W4200258983A5047791121 @default.
- W4200258983 hasAuthorship W4200258983A5053287228 @default.
- W4200258983 hasAuthorship W4200258983A5055883377 @default.
- W4200258983 hasAuthorship W4200258983A5079978522 @default.
- W4200258983 hasBestOaLocation W42002589831 @default.
- W4200258983 hasConcept C111919701 @default.
- W4200258983 hasConcept C116567970 @default.
- W4200258983 hasConcept C121446783 @default.
- W4200258983 hasConcept C126322002 @default.