The DOI matches its Crossref record; 17 of the 17 references it cites were found in a registry or an index.
Accelerometer Data Collection and Processing Criteria to Assess Physical Activity and Other Outcomes: A Systematic Review and Practical Considerations
Open accessAbstract
BackgroundAccelerometers are widely used to measure sedentary time, physical activity, physical activity energy expenditure (PAEE), and sleep-related behaviors, with the ActiGraph being the most frequently used brand by researchers. However, data collection and processing criteria have evolved in a myriad of ways out of the need to answer unique research questions; as a result there is no consensus.ObjectivesThe purpose of this review was to: (1) compile and classify existing studies assessing sedentary time, physical activity, energy expenditure, or sleep using the ActiGraph GT3X/+ through data collection and processing criteria to improve data comparability and (2) review data collection and processing criteria when using GT3X/+ and provide age-specific practical considerations based on the validation/calibration studies identified.MethodsTwo independent researchers conducted the search in PubMed and Web of Science. We included all original studies in which the GT3X/+ was used in laboratory, controlled, or free-living conditions published from 1 January 2010 to the 31 December 2015.ResultsThe present systematic review provides key information about the following data collection and processing criteria: placement, sampling frequency, filter, epoch length, non-wear-time, what constitutes a valid day and a valid week, cut-points for sedentary time and physical activity intensity classification, and algorithms to estimate PAEE and sleep-related behaviors. The information is organized by age group, since criteria are usually age-specific.ConclusionThis review will help researchers and practitioners to make better decisions before (i.e., device placement and sampling frequency) and after (i.e., data processing criteria) data collection using the GT3X/+ accelerometer, in order to obtain more valid and comparable data.PROSPERO registration numberCRD42016039991.
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Citations
Cites
Health benefits of physical activity: the evidence
Warburton, D. E. R. (2006) · Canadian Medical Association Journal · doi:10.1503/cmaj.051351 · Cited by 8,007
Physical Activity in the United States Measured by Accelerometer
TROIANO, R. P., BERRIGAN, D., DODD, K. W., MÂSSE, L. C., TILERT, T., & MCDOWELL, M. (2008) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e31815a51b3 · Cited by 7,638
Janssen, I., & LeBlanc, A. G. (2010) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-7-40 · Cited by 4,829
Calibration of the Computer Science and Applications, Inc. accelerometer
FREEDSON, P. S., MELANSON, E., & SIRARD, J. (1998) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-199805000-00021 · Cited by 3,825
Calibration of two objective measures of physical activity for children
Evenson, K. R., Catellier, D. J., Gill, K., Ondrak, K. S., & McMurray, R. G. (2008) · Journal of Sports Sciences · doi:10.1080/02640410802334196 · Cited by 2,677
Amount of Time Spent in Sedentary Behaviors in the United States, 2003-2004
Matthews, C. E., Chen, K. Y., Freedson, P. S., Buchowski, M. S., Beech, B. M., Pate, R. R., & Troiano, R. P. (2008) · American Journal of Epidemiology · doi:10.1093/aje/kwm390 · Cited by 2,631
Reprint—Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & and the PRISMA Group (2009) · Physical Therapy · doi:10.1093/ptj/89.9.873 · Cited by 2,486
The nuts and bolts of PROSPERO: an international prospective register of systematic reviews
Booth, A., Clarke, M., Dooley, G., Ghersi, D., Moher, D., Petticrew, M., & Stewart, L. (2012) · Systematic Reviews · doi:10.1186/2046-4053-1-2 · Cited by 1,433
Fletcher, G. F., Balady, G., Blair, S. N., Blumenthal, J., Caspersen, C., Chaitman, B., Epstein, S., Froelicher, E. S. S., Froelicher, V. F., Pina, I. L., et al. (1996) · Circulation · doi:10.1161/01.cir.94.4.857 · Cited by 1,319
Validation and comparison of ActiGraph activity monitors
Sasaki, J. E., John, D., & Freedson, P. S. (2011) · Journal of Science and Medicine in Sport · doi:10.1016/j.jsams.2011.04.003 · Cited by 1,317 · cited 21×
“GT3X records accelerations at a sampling frequency of 30 Hz However, with the release of GT3X?, the manufacturer allowed users to select the sampling frequency between 30 and 100 Hz Brønd and Arvidsson [46] demonstrated that sampling frequency had an effect on activity counts (i.e., a difference Table 3 Summary of stu…”
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Cited by
Sedentary Behavior and Cardiovascular Disease in Older Women: The OPACH Study
Bellettiere, J., LaMonte, M. J., Evenson, K. R., Rillamas-Sun, E., Kerr, J., Lee, I.-M., Di, C., Rosenberg, D. E., Stefanick, M. L., Buchner, D. M., et al. (2019) · Circulation · doi:10.1161/circulationaha.118.035312 · Cited by 252
Sandborg, J., Söderström, E., Henriksson, P., Bendtsen, M., Henström, M., Leppänen, M. H., Maddison, R., Migueles, J. H., Blomberg, M., & Löf, M. (2021) · JMIR mHealth and uHealth · doi:10.2196/26091 · Cited by 139
Self-citationLaMonte, M. J., Lewis, C. E., Buchner, D. M., Evenson, K. R., Rillamas‐Sun, E., Di, C., Lee, I., Bellettiere, J., Stefanick, M. L., Eaton, C. B., et al. (2017) · Journal of the American Heart Association · doi:10.1161/jaha.117.007064 · Cited by 97
Harris, T., Kerry, S. M., Limb, E. S., Furness, C., Wahlich, C., Victor, C. R., Iliffe, S., Whincup, P. H., Ussher, M., Ekelund, U., et al. (2018) · PLoS Medicine · doi:10.1371/journal.pmed.1002526 · Cited by 95
Dohrn, I.-M., Sjöström, M., Kwak, L., Oja, P., & Hagströmer, M. (2018) · Journal of Science and Medicine in Sport · doi:10.1016/j.jsams.2017.10.035 · Cited by 94
Metadata
- Authors
- Migueles, J. H., Cadenas-Sanchez, C., Ekelund, U., Delisle Nyström, C., Mora-Gonzalez, J., Löf, M., Labayen, I., Ruiz, J. R., & Ortega, F. B.
- Venue
- Sports Medicine
- Published
- 2017-03-16
- Volume
- 47
- Issue
- 9
- Pages
- 1821-1845
- ISSN
- 0112-1642 (ISSN-L)
- 1179-2035
- OpenAlex
- W2597360030
- Cited by
- 1,868
- References
- 17
- FWCI
- 19.99
- Type
- journal article
- Language
- en
- Open access
- green
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- Migueles, J. H., Cadenas-Sanchez, C., Ekelund, U., Delisle Nyström, C., Mora-Gonzalez, J., Löf, M., Labayen, I., Ruiz, J. R., & Ortega, F. B. (2017). Accelerometer Data Collection and Processing Criteria to Assess Physical Activity and Other Outcomes: A Systematic Review and Practical Considerations. Sports Medicine. https://doi.org/10.1007/s40279-017-0716-0
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