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| Item Type: | Article |
|---|---|
| Title: | Large‑scale assessment of physical activity in a population using high‑resolution hip‑worn accelerometry: the German National Cohort (NAKO) |
| Creators Name: | Weber, A., van Hees, V.T., Stein, M.J., Gastell, S., Steindorf, K., Herbolsheimer, F., Ostrzinski, S., Pischon, T., Brandes, M., Krist, L., Marschollek, M., Greiser, K.H., Nimptsch, K., Brandes, B., Jochem, C., Sedlmeier, A.M., Berger, K., Brenner, H., Buck, C., Castell, S., Dörr, M., Emmel, C., Fischer, B., Flexeder, C., Harth, V., Hebestreit, A., Heise, J.K., Holleczek, B., Keil, T., Koch-Gallenkamp, L., Lieb, W., Meinke-Franze, C., Michels, K.B., Mikolajczyk, R., Kluttig, A., Obi, N., Peters, A., Schmidt, B., Schipf, S., Schulze, M.B., Teismann, H., Waniek, S., Willich, S.N., Leitzmann, M.F. and Baurecht, H. |
| Abstract: | Large population‑based cohort studies utilizing device‑based measures of physical activity are crucial to close important research gaps regarding the potential protective effects of physical activity on chronic diseases. The present study details the quality control processes and the derivation of physical activity metrics from 100 Hz accelerometer data collected in the German National Cohort (NAKO). During the 2014 to 2019 baseline assessment, a subsample of NAKO participants wore a triaxial ActiGraph accelerometer on their right hip for seven consecutive days. Auto‑calibration, signal feature calculations including Euclidean Norm Minus One (ENMO) and Mean Amplitude Deviation (MAD), identification of non‑wear time, and imputation, were conducted using the R package GGIR version 2.10‑3. A total of 73,334 participants contributed data for accelerometry analysis, of whom 63,236 provided valid data. The average ENMO was 11.7 ± 3.7 mg (milli gravitational acceleration) and the average MAD was 19.9 ± 6.1 mg. Notably, acceleration summary metrics were higher in men than women and diminished with increasing age. Work generated in the present study will facilitate harmonized analysis, reproducibility, and utilization of NAKO accelerometry data. The NAKO accelerometry dataset represents a valuable asset for physical activity research and will be accessible through a specified application process. |
| Keywords: | Accelerometry, Calibration, Exercise, Hip, Reproducibility of Results |
| Source: | Scientific Reports |
| ISSN: | 2045-2322 |
| Publisher: | Nature Publishing Group |
| Volume: | 14 |
| Number: | 1 |
| Page Range: | 7927 |
| Date: | 4 April 2024 |
| Official Publication: | https://doi.org/10.1038/s41598-024-58461-5 |
| PubMed: | View item in PubMed |
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