compute_fitbit_activity_table_ext: Computes extended daily activity summaries

In ABCDscores: Summary Scores of the Adolescent Brain Cognitive Development (ABCD) Study

Computes extended daily activity summaries

Description

Computes all daily activity scores (extended).

Usage

compute_fitbit_activity_table_ext(
  data_activity,
  data_daily = NULL,
  hr_low = 50,
  hr_high = NULL,
  hr_rep_day = 10,
  hr_rep_sleep = 30,
  bin_minutes = 1440,
  append_daily_fitbit_qc = TRUE,
  qc_threshold = 0.8,
  offset = "12:00",
  min_actv_minutes,
  main_duration,
  gap = 90,
  include_mean_hrate = FALSE
)

Arguments

data_activity	tbl. Data frame with activity data.
data_daily	tbl. Data frame with daily Fitbit summary data.
hr_low	numeric. Lower bound threshold for valid heart rate values.
hr_high	numeric or NULL. Optional upper bound threshold.
hr_rep_day	numeric. Threshold for identifying repeated HR.
hr_rep_sleep	numeric. Threshold for identifying repeated HR.
bin_minutes	numeric. Number of minutes used to bin data.
append_daily_fitbit_qc	logical. If TRUE, add Fitbit-provided steps.
qc_threshold	numeric, between 0 and 1. Minimum percentage of Fitbit step count that must be met by computed active step count for QC to pass.
offset	character. Time of day (HH:MM) cutoff.
min_actv_minutes	numeric. Minimum number of active minutes required for a day to pass quality control. Used to create a {qc_Xmin} flag column in the output.
main_duration	numeric. Minimum duration in minutes.
gap	numeric. Maximum allowed gap.
include_mean_hrate	logical. If TRUE, add hrate_mean and hrate_mean_actv columns (mean heart rate, total and active-only, after heart rate exclusions). Default: FALSE.

Value

tbl. A daily-level extended activity summary.

Note

• data_activity: fitbit_raw_activity or fitbit_covid_raw_activity

• data_daily: fitbit_raw_metrics or fitbit_covid_raw_metrics

See Also

compute_fitbit_activity_table()

ABCDscores documentation built on Nov. 12, 2026, 1:07 a.m.