Can consumer grade activity devices replace research grade actiwatches in youth mental health settings? View Full Text


Ontology type: schema:ScholarlyArticle     


Article Info

DATE

2019-04

AUTHORS

Jan Scott, Ashlee Grierson, Lillian Gehue, Havard Kallestad, Iain MacMillan, Ian Hickie

ABSTRACT

Mental health services increasingly recognize the benefits of monitoring sleep and activity patterns in youth. Objective, ecological monitoring via research grade actiwatches is valid, but an emerging literature suggests using cheaper, consumer grade activity tracking devices. This study aimed to compare the cross-validity of these devices, and their feasibility and usability in youth mental health settings. A convenience sample of 13 individuals recruited from youth mental health settings wore a consumer grade and research grade activity device for seven consecutive days. The five most frequently reported sleep and activity variables extracted directly from each device were compared using paired t tests, mean average percentage errors, and magnitude and direction of biases. Ten individuals provided usable recordings of sleep and activity parameters. Compared to the actiwatch recordings (criterion values), the consumer grade device showed systematic biases in the recording of total sleep time (overestimated by about an hour) and waking after sleep onset (underestimated by about half an hour). The consumer grade device was most reliable for monitoring daytime sedentary behaviour. However, participant feedback indicated that youth preferred the consumer grade device. The findings suggest that it is inappropriate to substitute actiwatches with commercial activity trackers in research setting, as the latter are probably insufficient for precision diagnostics or stratification of cases into treatment relevant subgroups. Consumer grade devices are more acceptable to youth, so they may be clinically useful for monitoring intra-individual where absolute accuracy is not required. More... »

PAGES

223-232

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/s41105-018-00204-x

DOI

http://dx.doi.org/10.1007/s41105-018-00204-x

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1111501489


Indexing Status Check whether this publication has been indexed by Scopus and Web Of Science using the SN Indexing Status Tool
Incoming Citations Browse incoming citations for this publication using opencitations.net

JSON-LD is the canonical representation for SciGraph data.

TIP: You can open this SciGraph record using an external JSON-LD service: JSON-LD Playground Google SDTT

[
  {
    "@context": "https://springernature.github.io/scigraph/jsonld/sgcontext.json", 
    "about": [
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/1117", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Public Health and Health Services", 
        "type": "DefinedTerm"
      }, 
      {
        "id": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/11", 
        "inDefinedTermSet": "http://purl.org/au-research/vocabulary/anzsrc-for/2008/", 
        "name": "Medical and Health Sciences", 
        "type": "DefinedTerm"
      }
    ], 
    "author": [
      {
        "affiliation": {
          "alternateName": "St Olav's University Hospital", 
          "id": "https://www.grid.ac/institutes/grid.52522.32", 
          "name": [
            "Academic Psychiatry, Institute of Neuroscience, Newcastle University, Newcastle, UK", 
            "Brain and Mind Centre, The University of Sydney, Sydney, Australia", 
            "Department of Mental Health, Norwegian University of Science and Technology, Trondheim, Norway", 
            "Department of Research and Development, St. Olavs University Hospital, Trondheim, Norway"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Scott", 
        "givenName": "Jan", 
        "id": "sg:person.013466220140.88", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013466220140.88"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "St Vincent's Hospital Sydney", 
          "id": "https://www.grid.ac/institutes/grid.437825.f", 
          "name": [
            "Clinical Research Unit for Anxiety and Depression, St Vincents Hospital, Sydney, Australia"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Grierson", 
        "givenName": "Ashlee", 
        "id": "sg:person.0602367645.67", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0602367645.67"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Sydney", 
          "id": "https://www.grid.ac/institutes/grid.1013.3", 
          "name": [
            "Brain and Mind Centre, The University of Sydney, Sydney, Australia"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Gehue", 
        "givenName": "Lillian", 
        "id": "sg:person.01174173561.05", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01174173561.05"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "St Olav's University Hospital", 
          "id": "https://www.grid.ac/institutes/grid.52522.32", 
          "name": [
            "Department of Mental Health, Norwegian University of Science and Technology, Trondheim, Norway", 
            "Department of Research and Development, St. Olavs University Hospital, Trondheim, Norway"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Kallestad", 
        "givenName": "Havard", 
        "id": "sg:person.01131232752.30", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01131232752.30"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "Peninsula Health", 
          "id": "https://www.grid.ac/institutes/grid.466993.7", 
          "name": [
            "Peninsula Health, Frankston, VIC, Australia"
          ], 
          "type": "Organization"
        }, 
        "familyName": "MacMillan", 
        "givenName": "Iain", 
        "id": "sg:person.01047521475.92", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01047521475.92"
        ], 
        "type": "Person"
      }, 
      {
        "affiliation": {
          "alternateName": "University of Sydney", 
          "id": "https://www.grid.ac/institutes/grid.1013.3", 
          "name": [
            "Brain and Mind Centre, The University of Sydney, Sydney, Australia"
          ], 
          "type": "Organization"
        }, 
        "familyName": "Hickie", 
        "givenName": "Ian", 
        "id": "sg:person.01200470024.54", 
        "sameAs": [
          "https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01200470024.54"
        ], 
        "type": "Person"
      }
    ], 
    "citation": [
      {
        "id": "https://doi.org/10.1249/mss.0b013e3182399d8f", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1000349389"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1249/mss.0b013e3182399d8f", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1000349389"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1249/mss.0b013e3182399d8f", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1000349389"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.physbeh.2016.01.034", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1006136828"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.physbeh.2016.01.034", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1006136828"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/bdi.12450", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1007868373"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/s12889-015-1947-3", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1007926852", 
          "https://doi.org/10.1186/s12889-015-1947-3"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/s12889-015-1947-3", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1007926852", 
          "https://doi.org/10.1186/s12889-015-1947-3"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/s12889-015-1947-3", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1007926852", 
          "https://doi.org/10.1186/s12889-015-1947-3"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/2055102916679012", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1007957156"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1177/2055102916679012", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1007957156"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.jpeds.2016.11.007", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1008283435"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.smrv.2010.10.001", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1011917567"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s11325-015-1271-2", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1011997658", 
          "https://doi.org/10.1007/s11325-015-1271-2"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.physbeh.2016.03.006", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1012222970"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/s12966-015-0314-1", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1012982208", 
          "https://doi.org/10.1186/s12966-015-0314-1"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1111/j.1399-5618.2011.00917.x", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1014286599"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s11325-016-1406-0", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1019266259", 
          "https://doi.org/10.1007/s11325-016-1406-0"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s11325-016-1406-0", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1019266259", 
          "https://doi.org/10.1007/s11325-016-1406-0"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1249/mss.0b013e31815a51b3", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1024501743"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1249/mss.0b013e31815a51b3", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1024501743"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1080/15402002.2015.1046356", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1024719652"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1001/jamapsychiatry.2016.3459", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1025306659"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1249/mss.0000000000000727", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1025780635"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1249/mss.0000000000000727", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1025780635"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.3390/ijerph6020492", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1025839649"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1001/jama.2014.17841", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1031035671"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/s12966-015-0201-9", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1033950708", 
          "https://doi.org/10.1186/s12966-015-0201-9"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/s12966-015-0201-9", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1033950708", 
          "https://doi.org/10.1186/s12966-015-0201-9"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/00005768-200002000-00025", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1034772911"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1097/00005768-200002000-00025", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1034772911"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/s0140-6736(86)90837-8", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1040287180"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/s0140-6736(86)90837-8", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1040287180"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1007/s00421-010-1639-8", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1041481141", 
          "https://doi.org/10.1007/s00421-010-1639-8"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1080/03091902.2016.1253795", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1041511111"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1016/j.pcad.2014.10.005", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1043183458"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.2202/1557-4679.1107", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1045588757"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/s13102-015-0018-5", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1052484064", 
          "https://doi.org/10.1186/s13102-015-0018-5"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1123/jpah.9.3.389", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1062428221"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1503/jpn.130247", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1067426763"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1503/jpn.130247", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1067426763"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://app.dimensions.ai/details/publication/pub.1077192927", 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.1093/sleep/30.10.1362", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1077508761"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.4306/pi.2017.14.2.179", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1084458276"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1038/tp.2017.136", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1091287818", 
          "https://doi.org/10.1038/tp.2017.136"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.4088/jcp.17m11565", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1099901568"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "sg:pub.10.1186/s12889-018-5752-7", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1105486163", 
          "https://doi.org/10.1186/s12889-018-5752-7"
        ], 
        "type": "CreativeWork"
      }, 
      {
        "id": "https://doi.org/10.3389/fpsyt.2018.00360", 
        "sameAs": [
          "https://app.dimensions.ai/details/publication/pub.1106270843"
        ], 
        "type": "CreativeWork"
      }
    ], 
    "datePublished": "2019-04", 
    "datePublishedReg": "2019-04-01", 
    "description": "Mental health services increasingly recognize the benefits of monitoring sleep and activity patterns in youth. Objective, ecological monitoring via research grade actiwatches is valid, but an emerging literature suggests using cheaper, consumer grade activity tracking devices. This study aimed to compare the cross-validity of these devices, and their feasibility and usability in youth mental health settings. A convenience sample of 13 individuals recruited from youth mental health settings wore a consumer grade and research grade activity device for seven consecutive days. The five most frequently reported sleep and activity variables extracted directly from each device were compared using paired t tests, mean average percentage errors, and magnitude and direction of biases. Ten individuals provided usable recordings of sleep and activity parameters. Compared to the actiwatch recordings (criterion values), the consumer grade device showed systematic biases in the recording of total sleep time (overestimated by about an hour) and waking after sleep onset (underestimated by about half an hour). The consumer grade device was most reliable for monitoring daytime sedentary behaviour. However, participant feedback indicated that youth preferred the consumer grade device. The findings suggest that it is inappropriate to substitute actiwatches with commercial activity trackers in research setting, as the latter are probably insufficient for precision diagnostics or stratification of cases into treatment relevant subgroups. Consumer grade devices are more acceptable to youth, so they may be clinically useful for monitoring intra-individual where absolute accuracy is not required.", 
    "genre": "research_article", 
    "id": "sg:pub.10.1007/s41105-018-00204-x", 
    "inLanguage": [
      "en"
    ], 
    "isAccessibleForFree": false, 
    "isPartOf": [
      {
        "id": "sg:journal.1033171", 
        "issn": [
          "1446-9235", 
          "1479-8425"
        ], 
        "name": "Sleep and Biological Rhythms", 
        "type": "Periodical"
      }, 
      {
        "issueNumber": "2", 
        "type": "PublicationIssue"
      }, 
      {
        "type": "PublicationVolume", 
        "volumeNumber": "17"
      }
    ], 
    "name": "Can consumer grade activity devices replace research grade actiwatches in youth mental health settings?", 
    "pagination": "223-232", 
    "productId": [
      {
        "name": "readcube_id", 
        "type": "PropertyValue", 
        "value": [
          "c64e2a16a0d817874bca3326f9b9085bc105387e0343047da54867f257e0e0c1"
        ]
      }, 
      {
        "name": "doi", 
        "type": "PropertyValue", 
        "value": [
          "10.1007/s41105-018-00204-x"
        ]
      }, 
      {
        "name": "dimensions_id", 
        "type": "PropertyValue", 
        "value": [
          "pub.1111501489"
        ]
      }
    ], 
    "sameAs": [
      "https://doi.org/10.1007/s41105-018-00204-x", 
      "https://app.dimensions.ai/details/publication/pub.1111501489"
    ], 
    "sdDataset": "articles", 
    "sdDatePublished": "2019-04-11T13:37", 
    "sdLicense": "https://scigraph.springernature.com/explorer/license/", 
    "sdPublisher": {
      "name": "Springer Nature - SN SciGraph project", 
      "type": "Organization"
    }, 
    "sdSource": "s3://com-uberresearch-data-dimensions-target-20181106-alternative/cleanup/v134/2549eaecd7973599484d7c17b260dba0a4ecb94b/merge/v9/a6c9fde33151104705d4d7ff012ea9563521a3ce/jats-lookup/v90/0000000370_0000000370/records_46779_00000003.jsonl", 
    "type": "ScholarlyArticle", 
    "url": "https://link.springer.com/10.1007%2Fs41105-018-00204-x"
  }
]
 

Download the RDF metadata as:  json-ld nt turtle xml License info

HOW TO GET THIS DATA PROGRAMMATICALLY:

JSON-LD is a popular format for linked data which is fully compatible with JSON.

curl -H 'Accept: application/ld+json' 'https://scigraph.springernature.com/pub.10.1007/s41105-018-00204-x'

N-Triples is a line-based linked data format ideal for batch operations.

curl -H 'Accept: application/n-triples' 'https://scigraph.springernature.com/pub.10.1007/s41105-018-00204-x'

Turtle is a human-readable linked data format.

curl -H 'Accept: text/turtle' 'https://scigraph.springernature.com/pub.10.1007/s41105-018-00204-x'

RDF/XML is a standard XML format for linked data.

curl -H 'Accept: application/rdf+xml' 'https://scigraph.springernature.com/pub.10.1007/s41105-018-00204-x'


 

This table displays all metadata directly associated to this object as RDF triples.

221 TRIPLES      21 PREDICATES      62 URIs      19 LITERALS      7 BLANK NODES

Subject Predicate Object
1 sg:pub.10.1007/s41105-018-00204-x schema:about anzsrc-for:11
2 anzsrc-for:1117
3 schema:author Na7e29e1901fc43a68065c5194a974534
4 schema:citation sg:pub.10.1007/s00421-010-1639-8
5 sg:pub.10.1007/s11325-015-1271-2
6 sg:pub.10.1007/s11325-016-1406-0
7 sg:pub.10.1038/tp.2017.136
8 sg:pub.10.1186/s12889-015-1947-3
9 sg:pub.10.1186/s12889-018-5752-7
10 sg:pub.10.1186/s12966-015-0201-9
11 sg:pub.10.1186/s12966-015-0314-1
12 sg:pub.10.1186/s13102-015-0018-5
13 https://app.dimensions.ai/details/publication/pub.1077192927
14 https://doi.org/10.1001/jama.2014.17841
15 https://doi.org/10.1001/jamapsychiatry.2016.3459
16 https://doi.org/10.1016/j.jpeds.2016.11.007
17 https://doi.org/10.1016/j.pcad.2014.10.005
18 https://doi.org/10.1016/j.physbeh.2016.01.034
19 https://doi.org/10.1016/j.physbeh.2016.03.006
20 https://doi.org/10.1016/j.smrv.2010.10.001
21 https://doi.org/10.1016/s0140-6736(86)90837-8
22 https://doi.org/10.1080/03091902.2016.1253795
23 https://doi.org/10.1080/15402002.2015.1046356
24 https://doi.org/10.1093/sleep/30.10.1362
25 https://doi.org/10.1097/00005768-200002000-00025
26 https://doi.org/10.1111/bdi.12450
27 https://doi.org/10.1111/j.1399-5618.2011.00917.x
28 https://doi.org/10.1123/jpah.9.3.389
29 https://doi.org/10.1177/2055102916679012
30 https://doi.org/10.1249/mss.0000000000000727
31 https://doi.org/10.1249/mss.0b013e31815a51b3
32 https://doi.org/10.1249/mss.0b013e3182399d8f
33 https://doi.org/10.1503/jpn.130247
34 https://doi.org/10.2202/1557-4679.1107
35 https://doi.org/10.3389/fpsyt.2018.00360
36 https://doi.org/10.3390/ijerph6020492
37 https://doi.org/10.4088/jcp.17m11565
38 https://doi.org/10.4306/pi.2017.14.2.179
39 schema:datePublished 2019-04
40 schema:datePublishedReg 2019-04-01
41 schema:description Mental health services increasingly recognize the benefits of monitoring sleep and activity patterns in youth. Objective, ecological monitoring via research grade actiwatches is valid, but an emerging literature suggests using cheaper, consumer grade activity tracking devices. This study aimed to compare the cross-validity of these devices, and their feasibility and usability in youth mental health settings. A convenience sample of 13 individuals recruited from youth mental health settings wore a consumer grade and research grade activity device for seven consecutive days. The five most frequently reported sleep and activity variables extracted directly from each device were compared using paired t tests, mean average percentage errors, and magnitude and direction of biases. Ten individuals provided usable recordings of sleep and activity parameters. Compared to the actiwatch recordings (criterion values), the consumer grade device showed systematic biases in the recording of total sleep time (overestimated by about an hour) and waking after sleep onset (underestimated by about half an hour). The consumer grade device was most reliable for monitoring daytime sedentary behaviour. However, participant feedback indicated that youth preferred the consumer grade device. The findings suggest that it is inappropriate to substitute actiwatches with commercial activity trackers in research setting, as the latter are probably insufficient for precision diagnostics or stratification of cases into treatment relevant subgroups. Consumer grade devices are more acceptable to youth, so they may be clinically useful for monitoring intra-individual where absolute accuracy is not required.
42 schema:genre research_article
43 schema:inLanguage en
44 schema:isAccessibleForFree false
45 schema:isPartOf N732bad4becda44e0b93cfce6c358296e
46 Ncb5d74040b524984a544ffe6d08d21a8
47 sg:journal.1033171
48 schema:name Can consumer grade activity devices replace research grade actiwatches in youth mental health settings?
49 schema:pagination 223-232
50 schema:productId N6f5c342aa44546b2a2e03ff9d26678d9
51 N818be76c2fb24be9a93bc4e6bcb07603
52 Na218fdb24fc84b92911621074b7694cb
53 schema:sameAs https://app.dimensions.ai/details/publication/pub.1111501489
54 https://doi.org/10.1007/s41105-018-00204-x
55 schema:sdDatePublished 2019-04-11T13:37
56 schema:sdLicense https://scigraph.springernature.com/explorer/license/
57 schema:sdPublisher N8b011e4745214b3e985e57d4c332517c
58 schema:url https://link.springer.com/10.1007%2Fs41105-018-00204-x
59 sgo:license sg:explorer/license/
60 sgo:sdDataset articles
61 rdf:type schema:ScholarlyArticle
62 N3abf5ef03c334e2da852672fe6c90ad0 rdf:first sg:person.0602367645.67
63 rdf:rest Na9e9b71fa9f249a28ffd643f9b0861d4
64 N6f5c342aa44546b2a2e03ff9d26678d9 schema:name dimensions_id
65 schema:value pub.1111501489
66 rdf:type schema:PropertyValue
67 N732bad4becda44e0b93cfce6c358296e schema:volumeNumber 17
68 rdf:type schema:PublicationVolume
69 N81718525cdbc49eda15ee492619a9f82 rdf:first sg:person.01047521475.92
70 rdf:rest Nf6739b72023340759f5e22a17ba4638e
71 N818be76c2fb24be9a93bc4e6bcb07603 schema:name doi
72 schema:value 10.1007/s41105-018-00204-x
73 rdf:type schema:PropertyValue
74 N8b011e4745214b3e985e57d4c332517c schema:name Springer Nature - SN SciGraph project
75 rdf:type schema:Organization
76 N8e2bf2792b4046adac5f014cf23688d6 rdf:first sg:person.01131232752.30
77 rdf:rest N81718525cdbc49eda15ee492619a9f82
78 Na218fdb24fc84b92911621074b7694cb schema:name readcube_id
79 schema:value c64e2a16a0d817874bca3326f9b9085bc105387e0343047da54867f257e0e0c1
80 rdf:type schema:PropertyValue
81 Na7e29e1901fc43a68065c5194a974534 rdf:first sg:person.013466220140.88
82 rdf:rest N3abf5ef03c334e2da852672fe6c90ad0
83 Na9e9b71fa9f249a28ffd643f9b0861d4 rdf:first sg:person.01174173561.05
84 rdf:rest N8e2bf2792b4046adac5f014cf23688d6
85 Ncb5d74040b524984a544ffe6d08d21a8 schema:issueNumber 2
86 rdf:type schema:PublicationIssue
87 Nf6739b72023340759f5e22a17ba4638e rdf:first sg:person.01200470024.54
88 rdf:rest rdf:nil
89 anzsrc-for:11 schema:inDefinedTermSet anzsrc-for:
90 schema:name Medical and Health Sciences
91 rdf:type schema:DefinedTerm
92 anzsrc-for:1117 schema:inDefinedTermSet anzsrc-for:
93 schema:name Public Health and Health Services
94 rdf:type schema:DefinedTerm
95 sg:journal.1033171 schema:issn 1446-9235
96 1479-8425
97 schema:name Sleep and Biological Rhythms
98 rdf:type schema:Periodical
99 sg:person.01047521475.92 schema:affiliation https://www.grid.ac/institutes/grid.466993.7
100 schema:familyName MacMillan
101 schema:givenName Iain
102 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01047521475.92
103 rdf:type schema:Person
104 sg:person.01131232752.30 schema:affiliation https://www.grid.ac/institutes/grid.52522.32
105 schema:familyName Kallestad
106 schema:givenName Havard
107 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01131232752.30
108 rdf:type schema:Person
109 sg:person.01174173561.05 schema:affiliation https://www.grid.ac/institutes/grid.1013.3
110 schema:familyName Gehue
111 schema:givenName Lillian
112 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01174173561.05
113 rdf:type schema:Person
114 sg:person.01200470024.54 schema:affiliation https://www.grid.ac/institutes/grid.1013.3
115 schema:familyName Hickie
116 schema:givenName Ian
117 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.01200470024.54
118 rdf:type schema:Person
119 sg:person.013466220140.88 schema:affiliation https://www.grid.ac/institutes/grid.52522.32
120 schema:familyName Scott
121 schema:givenName Jan
122 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.013466220140.88
123 rdf:type schema:Person
124 sg:person.0602367645.67 schema:affiliation https://www.grid.ac/institutes/grid.437825.f
125 schema:familyName Grierson
126 schema:givenName Ashlee
127 schema:sameAs https://app.dimensions.ai/discover/publication?and_facet_researcher=ur.0602367645.67
128 rdf:type schema:Person
129 sg:pub.10.1007/s00421-010-1639-8 schema:sameAs https://app.dimensions.ai/details/publication/pub.1041481141
130 https://doi.org/10.1007/s00421-010-1639-8
131 rdf:type schema:CreativeWork
132 sg:pub.10.1007/s11325-015-1271-2 schema:sameAs https://app.dimensions.ai/details/publication/pub.1011997658
133 https://doi.org/10.1007/s11325-015-1271-2
134 rdf:type schema:CreativeWork
135 sg:pub.10.1007/s11325-016-1406-0 schema:sameAs https://app.dimensions.ai/details/publication/pub.1019266259
136 https://doi.org/10.1007/s11325-016-1406-0
137 rdf:type schema:CreativeWork
138 sg:pub.10.1038/tp.2017.136 schema:sameAs https://app.dimensions.ai/details/publication/pub.1091287818
139 https://doi.org/10.1038/tp.2017.136
140 rdf:type schema:CreativeWork
141 sg:pub.10.1186/s12889-015-1947-3 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007926852
142 https://doi.org/10.1186/s12889-015-1947-3
143 rdf:type schema:CreativeWork
144 sg:pub.10.1186/s12889-018-5752-7 schema:sameAs https://app.dimensions.ai/details/publication/pub.1105486163
145 https://doi.org/10.1186/s12889-018-5752-7
146 rdf:type schema:CreativeWork
147 sg:pub.10.1186/s12966-015-0201-9 schema:sameAs https://app.dimensions.ai/details/publication/pub.1033950708
148 https://doi.org/10.1186/s12966-015-0201-9
149 rdf:type schema:CreativeWork
150 sg:pub.10.1186/s12966-015-0314-1 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012982208
151 https://doi.org/10.1186/s12966-015-0314-1
152 rdf:type schema:CreativeWork
153 sg:pub.10.1186/s13102-015-0018-5 schema:sameAs https://app.dimensions.ai/details/publication/pub.1052484064
154 https://doi.org/10.1186/s13102-015-0018-5
155 rdf:type schema:CreativeWork
156 https://app.dimensions.ai/details/publication/pub.1077192927 schema:CreativeWork
157 https://doi.org/10.1001/jama.2014.17841 schema:sameAs https://app.dimensions.ai/details/publication/pub.1031035671
158 rdf:type schema:CreativeWork
159 https://doi.org/10.1001/jamapsychiatry.2016.3459 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025306659
160 rdf:type schema:CreativeWork
161 https://doi.org/10.1016/j.jpeds.2016.11.007 schema:sameAs https://app.dimensions.ai/details/publication/pub.1008283435
162 rdf:type schema:CreativeWork
163 https://doi.org/10.1016/j.pcad.2014.10.005 schema:sameAs https://app.dimensions.ai/details/publication/pub.1043183458
164 rdf:type schema:CreativeWork
165 https://doi.org/10.1016/j.physbeh.2016.01.034 schema:sameAs https://app.dimensions.ai/details/publication/pub.1006136828
166 rdf:type schema:CreativeWork
167 https://doi.org/10.1016/j.physbeh.2016.03.006 schema:sameAs https://app.dimensions.ai/details/publication/pub.1012222970
168 rdf:type schema:CreativeWork
169 https://doi.org/10.1016/j.smrv.2010.10.001 schema:sameAs https://app.dimensions.ai/details/publication/pub.1011917567
170 rdf:type schema:CreativeWork
171 https://doi.org/10.1016/s0140-6736(86)90837-8 schema:sameAs https://app.dimensions.ai/details/publication/pub.1040287180
172 rdf:type schema:CreativeWork
173 https://doi.org/10.1080/03091902.2016.1253795 schema:sameAs https://app.dimensions.ai/details/publication/pub.1041511111
174 rdf:type schema:CreativeWork
175 https://doi.org/10.1080/15402002.2015.1046356 schema:sameAs https://app.dimensions.ai/details/publication/pub.1024719652
176 rdf:type schema:CreativeWork
177 https://doi.org/10.1093/sleep/30.10.1362 schema:sameAs https://app.dimensions.ai/details/publication/pub.1077508761
178 rdf:type schema:CreativeWork
179 https://doi.org/10.1097/00005768-200002000-00025 schema:sameAs https://app.dimensions.ai/details/publication/pub.1034772911
180 rdf:type schema:CreativeWork
181 https://doi.org/10.1111/bdi.12450 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007868373
182 rdf:type schema:CreativeWork
183 https://doi.org/10.1111/j.1399-5618.2011.00917.x schema:sameAs https://app.dimensions.ai/details/publication/pub.1014286599
184 rdf:type schema:CreativeWork
185 https://doi.org/10.1123/jpah.9.3.389 schema:sameAs https://app.dimensions.ai/details/publication/pub.1062428221
186 rdf:type schema:CreativeWork
187 https://doi.org/10.1177/2055102916679012 schema:sameAs https://app.dimensions.ai/details/publication/pub.1007957156
188 rdf:type schema:CreativeWork
189 https://doi.org/10.1249/mss.0000000000000727 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025780635
190 rdf:type schema:CreativeWork
191 https://doi.org/10.1249/mss.0b013e31815a51b3 schema:sameAs https://app.dimensions.ai/details/publication/pub.1024501743
192 rdf:type schema:CreativeWork
193 https://doi.org/10.1249/mss.0b013e3182399d8f schema:sameAs https://app.dimensions.ai/details/publication/pub.1000349389
194 rdf:type schema:CreativeWork
195 https://doi.org/10.1503/jpn.130247 schema:sameAs https://app.dimensions.ai/details/publication/pub.1067426763
196 rdf:type schema:CreativeWork
197 https://doi.org/10.2202/1557-4679.1107 schema:sameAs https://app.dimensions.ai/details/publication/pub.1045588757
198 rdf:type schema:CreativeWork
199 https://doi.org/10.3389/fpsyt.2018.00360 schema:sameAs https://app.dimensions.ai/details/publication/pub.1106270843
200 rdf:type schema:CreativeWork
201 https://doi.org/10.3390/ijerph6020492 schema:sameAs https://app.dimensions.ai/details/publication/pub.1025839649
202 rdf:type schema:CreativeWork
203 https://doi.org/10.4088/jcp.17m11565 schema:sameAs https://app.dimensions.ai/details/publication/pub.1099901568
204 rdf:type schema:CreativeWork
205 https://doi.org/10.4306/pi.2017.14.2.179 schema:sameAs https://app.dimensions.ai/details/publication/pub.1084458276
206 rdf:type schema:CreativeWork
207 https://www.grid.ac/institutes/grid.1013.3 schema:alternateName University of Sydney
208 schema:name Brain and Mind Centre, The University of Sydney, Sydney, Australia
209 rdf:type schema:Organization
210 https://www.grid.ac/institutes/grid.437825.f schema:alternateName St Vincent's Hospital Sydney
211 schema:name Clinical Research Unit for Anxiety and Depression, St Vincents Hospital, Sydney, Australia
212 rdf:type schema:Organization
213 https://www.grid.ac/institutes/grid.466993.7 schema:alternateName Peninsula Health
214 schema:name Peninsula Health, Frankston, VIC, Australia
215 rdf:type schema:Organization
216 https://www.grid.ac/institutes/grid.52522.32 schema:alternateName St Olav's University Hospital
217 schema:name Academic Psychiatry, Institute of Neuroscience, Newcastle University, Newcastle, UK
218 Brain and Mind Centre, The University of Sydney, Sydney, Australia
219 Department of Mental Health, Norwegian University of Science and Technology, Trondheim, Norway
220 Department of Research and Development, St. Olavs University Hospital, Trondheim, Norway
221 rdf:type schema:Organization
 




Preview window. Press ESC to close (or click here)


...