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stepmetrics: Calculate Step and Cadence Metrics from Wearable Data

Provides functions to calculate step- and cadence-based metrics from timestamped accelerometer and wearable device data. Supports CSV and AGD files from 'ActiGraph' devices, CSV files from 'Fitbit' devices, and step counts derived with R package 'GGIR' <https://github.com/wadpac/GGIR>, with automatic handling of epoch lengths from 1 to 60 seconds. Metrics include total steps, cadence peaks, minutes and steps in predefined cadence bands, and time and steps in moderate-to-vigorous physical activity (MVPA). Methods and thresholds are informed by the literature, e.g., Tudor-Locke and Rowe (2012) <doi:10.2165/11599170-000000000-00000>, Barreira et al. (2012) <doi:10.1249/MSS.0b013e318254f2a3>, and Tudor-Locke et al. (2018) <doi:10.1136/bjsports-2017-097628>. The package record is also available on Zenodo (2023) <doi:10.5281/zenodo.7858094>.

Version: 1.0.1
Depends: R (≥ 3.5.0)
Imports: PhysicalActivity, tools, stats, utils
Suggests: testthat (≥ 3.0.0), RSQLite, spelling
Published: 2025-09-16
Author: Jairo H Migueles [aut, cre], Elroy J Aguiar [fnd] (Funding and data support), University of Alabama [fnd]
Maintainer: Jairo H Migueles <jairo at jhmigueles.com>
BugReports: https://github.com/jhmigueles/stepmetrics/issues
License: AGPL (≥ 3)
URL: https://github.com/jhmigueles/stepmetrics
NeedsCompilation: no
Language: en-US
Citation: stepmetrics citation info
Materials: README, NEWS
CRAN checks: stepmetrics results [issues need fixing before 2025-09-30]

Documentation:

Reference manual: stepmetrics.html , stepmetrics.pdf

Downloads:

Package source: stepmetrics_1.0.1.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): stepmetrics_1.0.1.tgz, r-oldrel (x86_64): stepmetrics_1.0.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=stepmetrics to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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