Recommendations for Identifying Valid Wear for Consumer-Level Wrist-Worn Activity Trackers and Acceptability of Extended Device Deployment in Children

David Wing; Job G Godino; Fiona C Baker; Rongguang Yang; Guillaume Chevance; Wesley K Thompson; Chase Reuter; Hauke Bartsch; Aimee Wilbur; Lisa K Straub; Norma Castro; Michael Higgins; Ian M Colrain; Massimiliano de Zambotti; Natasha E Wade; Krista M Lisdahl; Lindsay M Squeglia; Joseph Ortigara; Bernard Fuemmeler; Kevin Patrick; Michael J Mason; Susan F Tapert; Kara S Bagot

doi:10.3390/s22239189

Recommendations for Identifying Valid Wear for Consumer-Level Wrist-Worn Activity Trackers and Acceptability of Extended Device Deployment in Children

David Wing, Job G Godino, Fiona C Baker, Rongguang Yang, Guillaume Chevance, Wesley K Thompson, Chase Reuter, Hauke Bartsch, Aimee Wilbur, Lisa K Straub, Norma Castro, Michael Higgins, Ian M Colrain, Massimiliano de Zambotti, Natasha E Wade, Krista M Lisdahl, Lindsay M Squeglia, Joseph Ortigara, Bernard Fuemmeler, Kevin PatrickMichael J Mason, Susan F Tapert, Kara S Bagot

Faculteit Lichamelijke Opvoeding en Kinesitherapie

Onderzoeksoutput: Article › peer review

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BACKGROUND: Self-reported physical activity is often inaccurate. Wearable devices utilizing multiple sensors are now widespread. The aim of this study was to determine acceptability of Fitbit Charge HR for children and their families, and to determine best practices for processing its objective data.

METHODS: Data were collected via Fitbit Charge HR continuously over the course of 3 weeks. Questionnaires were given to each child and their parent/guardian to determine the perceived usability of the device. Patterns of data were evaluated and best practice inclusion criteria recommended.

RESULTS: Best practices were established to extract, filter, and process data to evaluate device wear, r and establish minimum wear time to evaluate behavioral patterns. This resulted in usable data available from 137 (89%) of the sample.

CONCLUSIONS: Activity trackers are highly acceptable in the target population and can provide objective data over longer periods of wear. Best practice inclusion protocols that reflect physical activity in youth are provided.

Originele taal-2	English
Artikelnummer	9189
Tijdschrift	Sensors (Basel, Switzerland)
Volume	22
Nummer van het tijdschrift	23
DOI's	https://doi.org/10.3390/s22239189
Status	Published - dec. 2022

Bibliografische nota

Funding Information:
Data used in the preparation of this article were obtained from the Adolescent Brain Cognitive DevelopmentSM (ABCD) Study (https://abcdstudy.org), held in the NIMH Data Archive (NDA). This is a multisite, longitudinal study designed to recruit more than 10,000 children age 9–10 and follow them over 10 years into early adulthood. The ABCD Study® is supported by the National Institutes of Health and additional federal partners under award numbers U01DA041048, U01DA050989, U01DA051016, U01DA041022, U01DA051018, U01DA051037, U01DA050987, U01DA041174, U01DA041106, U01DA041117, U01DA041028, U01DA041134, U01DA050988, U01DA051039, U01DA041156, U01DA041025, U01DA041120, U01DA051038, U01DA041148, U01DA041093, U01DA041089, U24DA041123, U24DA041147. A full list of supporters is available at https://abcdstudy.org/federal-partners.html.

Publisher Copyright:
© 2022 by the authors.

Copyright:
Copyright 2022 Elsevier B.V., All rights reserved.

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10.3390/s22239189Licentie: CC BY

94809936Final published version, 279 KBLicentie: CC BY

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Wing, D., Godino, J. G., Baker, F. C., Yang, R., Chevance, G., Thompson, W. K., Reuter, C., Bartsch, H., Wilbur, A., Straub, L. K., Castro, N., Higgins, M., Colrain, I. M., de Zambotti, M., Wade, N. E., Lisdahl, K. M., Squeglia, L. M., Ortigara, J., Fuemmeler, B., ... Bagot, K. S. (2022). Recommendations for Identifying Valid Wear for Consumer-Level Wrist-Worn Activity Trackers and Acceptability of Extended Device Deployment in Children. Sensors (Basel, Switzerland), 22(23), Artikel 9189. https://doi.org/10.3390/s22239189

@article{728ae5fc2bd24ed19e93c10f15271287,

title = "Recommendations for Identifying Valid Wear for Consumer-Level Wrist-Worn Activity Trackers and Acceptability of Extended Device Deployment in Children",

abstract = "BACKGROUND: Self-reported physical activity is often inaccurate. Wearable devices utilizing multiple sensors are now widespread. The aim of this study was to determine acceptability of Fitbit Charge HR for children and their families, and to determine best practices for processing its objective data.METHODS: Data were collected via Fitbit Charge HR continuously over the course of 3 weeks. Questionnaires were given to each child and their parent/guardian to determine the perceived usability of the device. Patterns of data were evaluated and best practice inclusion criteria recommended.RESULTS: Best practices were established to extract, filter, and process data to evaluate device wear, r and establish minimum wear time to evaluate behavioral patterns. This resulted in usable data available from 137 (89%) of the sample.CONCLUSIONS: Activity trackers are highly acceptable in the target population and can provide objective data over longer periods of wear. Best practice inclusion protocols that reflect physical activity in youth are provided.",

keywords = "Child, Adolescent, Humans, Fitness Trackers, Accelerometry, Wearable Electronic Devices, Wrist, Exercise",

author = "David Wing and Godino, {Job G} and Baker, {Fiona C} and Rongguang Yang and Guillaume Chevance and Thompson, {Wesley K} and Chase Reuter and Hauke Bartsch and Aimee Wilbur and Straub, {Lisa K} and Norma Castro and Michael Higgins and Colrain, {Ian M} and {de Zambotti}, Massimiliano and Wade, {Natasha E} and Lisdahl, {Krista M} and Squeglia, {Lindsay M} and Joseph Ortigara and Bernard Fuemmeler and Kevin Patrick and Mason, {Michael J} and Tapert, {Susan F} and Bagot, {Kara S}",

note = "Funding Information: Data used in the preparation of this article were obtained from the Adolescent Brain Cognitive DevelopmentSM (ABCD) Study (https://abcdstudy.org), held in the NIMH Data Archive (NDA). This is a multisite, longitudinal study designed to recruit more than 10,000 children age 9–10 and follow them over 10 years into early adulthood. The ABCD Study{\textregistered} is supported by the National Institutes of Health and additional federal partners under award numbers U01DA041048, U01DA050989, U01DA051016, U01DA041022, U01DA051018, U01DA051037, U01DA050987, U01DA041174, U01DA041106, U01DA041117, U01DA041028, U01DA041134, U01DA050988, U01DA051039, U01DA041156, U01DA041025, U01DA041120, U01DA051038, U01DA041148, U01DA041093, U01DA041089, U24DA041123, U24DA041147. A full list of supporters is available at https://abcdstudy.org/federal-partners.html. Publisher Copyright: {\textcopyright} 2022 by the authors. Copyright: Copyright 2022 Elsevier B.V., All rights reserved.",

year = "2022",

month = dec,

doi = "10.3390/s22239189",

language = "English",

volume = "22",

journal = "Sensors (Basel, Switzerland)",

issn = "1424-8220",

publisher = "Multidisciplinary Digital Publishing Institute (MDPI)",

number = "23",

}

Wing, D, Godino, JG, Baker, FC, Yang, R, Chevance, G, Thompson, WK, Reuter, C, Bartsch, H, Wilbur, A, Straub, LK, Castro, N, Higgins, M, Colrain, IM, de Zambotti, M, Wade, NE, Lisdahl, KM, Squeglia, LM, Ortigara, J, Fuemmeler, B, Patrick, K, Mason, MJ, Tapert, SF & Bagot, KS 2022, 'Recommendations for Identifying Valid Wear for Consumer-Level Wrist-Worn Activity Trackers and Acceptability of Extended Device Deployment in Children', Sensors (Basel, Switzerland), vol. 22, nr. 23, 9189. https://doi.org/10.3390/s22239189

TY - JOUR

T1 - Recommendations for Identifying Valid Wear for Consumer-Level Wrist-Worn Activity Trackers and Acceptability of Extended Device Deployment in Children

AU - Wing, David

AU - Godino, Job G

AU - Baker, Fiona C

AU - Yang, Rongguang

AU - Chevance, Guillaume

AU - Thompson, Wesley K

AU - Reuter, Chase

AU - Bartsch, Hauke

AU - Wilbur, Aimee

AU - Straub, Lisa K

AU - Castro, Norma

AU - Higgins, Michael

AU - Colrain, Ian M

AU - de Zambotti, Massimiliano

AU - Wade, Natasha E

AU - Lisdahl, Krista M

AU - Squeglia, Lindsay M

AU - Ortigara, Joseph

AU - Fuemmeler, Bernard

AU - Patrick, Kevin

AU - Mason, Michael J

AU - Tapert, Susan F

AU - Bagot, Kara S

N1 - Funding Information: Data used in the preparation of this article were obtained from the Adolescent Brain Cognitive DevelopmentSM (ABCD) Study (https://abcdstudy.org), held in the NIMH Data Archive (NDA). This is a multisite, longitudinal study designed to recruit more than 10,000 children age 9–10 and follow them over 10 years into early adulthood. The ABCD Study® is supported by the National Institutes of Health and additional federal partners under award numbers U01DA041048, U01DA050989, U01DA051016, U01DA041022, U01DA051018, U01DA051037, U01DA050987, U01DA041174, U01DA041106, U01DA041117, U01DA041028, U01DA041134, U01DA050988, U01DA051039, U01DA041156, U01DA041025, U01DA041120, U01DA051038, U01DA041148, U01DA041093, U01DA041089, U24DA041123, U24DA041147. A full list of supporters is available at https://abcdstudy.org/federal-partners.html. Publisher Copyright: © 2022 by the authors. Copyright: Copyright 2022 Elsevier B.V., All rights reserved.

PY - 2022/12

Y1 - 2022/12

N2 - BACKGROUND: Self-reported physical activity is often inaccurate. Wearable devices utilizing multiple sensors are now widespread. The aim of this study was to determine acceptability of Fitbit Charge HR for children and their families, and to determine best practices for processing its objective data.METHODS: Data were collected via Fitbit Charge HR continuously over the course of 3 weeks. Questionnaires were given to each child and their parent/guardian to determine the perceived usability of the device. Patterns of data were evaluated and best practice inclusion criteria recommended.RESULTS: Best practices were established to extract, filter, and process data to evaluate device wear, r and establish minimum wear time to evaluate behavioral patterns. This resulted in usable data available from 137 (89%) of the sample.CONCLUSIONS: Activity trackers are highly acceptable in the target population and can provide objective data over longer periods of wear. Best practice inclusion protocols that reflect physical activity in youth are provided.

AB - BACKGROUND: Self-reported physical activity is often inaccurate. Wearable devices utilizing multiple sensors are now widespread. The aim of this study was to determine acceptability of Fitbit Charge HR for children and their families, and to determine best practices for processing its objective data.METHODS: Data were collected via Fitbit Charge HR continuously over the course of 3 weeks. Questionnaires were given to each child and their parent/guardian to determine the perceived usability of the device. Patterns of data were evaluated and best practice inclusion criteria recommended.RESULTS: Best practices were established to extract, filter, and process data to evaluate device wear, r and establish minimum wear time to evaluate behavioral patterns. This resulted in usable data available from 137 (89%) of the sample.CONCLUSIONS: Activity trackers are highly acceptable in the target population and can provide objective data over longer periods of wear. Best practice inclusion protocols that reflect physical activity in youth are provided.

KW - Child

KW - Adolescent

KW - Humans

KW - Fitness Trackers

KW - Accelerometry

KW - Wearable Electronic Devices

KW - Wrist

KW - Exercise

UR - http://www.scopus.com/inward/record.url?scp=85143834859&partnerID=8YFLogxK

U2 - 10.3390/s22239189

DO - 10.3390/s22239189

M3 - Article

C2 - 36501894

SN - 1424-8220

VL - 22

JO - Sensors (Basel, Switzerland)

JF - Sensors (Basel, Switzerland)

IS - 23

M1 - 9189

ER -

Recommendations for Identifying Valid Wear for Consumer-Level Wrist-Worn Activity Trackers and Acceptability of Extended Device Deployment in Children

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