check_duration: Check for minimum or maximum durations

In excluder: Checks for Exclusion Criteria in Online Data

Check for minimum or maximum durations

Description

The check_duration() function subsets rows of data, retaining rows that have durations that are too fast or too slow. The function is written to work with data from Qualtrics surveys.

Usage

check_duration(
  x,
  min_duration = 10,
  max_duration = NULL,
  id_col = "ResponseId",
  duration_col = "Duration (in seconds)",
  rename = TRUE,
  keep = FALSE,
  quiet = FALSE,
  print = TRUE
)

Arguments

x	Data frame (preferably imported from Qualtrics using {qualtRics}).
min_duration	Minimum duration that is too fast in seconds.
max_duration	Maximum duration that is too slow in seconds.
id_col	Column name for unique row ID (e.g., participant).
duration_col	Column name for durations.
rename	Logical indicating whether to rename columns (using rename_columns())
keep	Logical indicating whether to keep or remove exclusion column.
quiet	Logical indicating whether to print message to console.
print	Logical indicating whether to print returned tibble to console.

Details

Default column names are set based on output from the qualtRics::fetch_survey(). By default, minimum durations of 10 seconds are checked, but either minima or maxima can be checked with the min_duration and max_duration arguments. The function outputs to console separate messages about the number of rows that are too fast or too slow.

This function returns the fast and slow rows.

Value

An object of the same type as x that includes the rows with fast and/or slow duration. For a function that marks these rows, use mark_duration(). For a function that excludes these rows, use exclude_duration().

See Also

Other duration functions: exclude_duration(), mark_duration()

Other check functions: check_duplicates(), check_ip(), check_location(), check_preview(), check_progress(), check_resolution()

Examples

# Check for durations faster than 100 seconds
data(qualtrics_text)
check_duration(qualtrics_text, min_duration = 100)

# Remove preview data first
qualtrics_text %>%
  exclude_preview() %>%
  check_duration(min_duration = 100)

# Check only for durations slower than 800 seconds
qualtrics_text %>%
  exclude_preview() %>%
  check_duration(max_duration = 800)

# Do not print rows to console
qualtrics_text %>%
  exclude_preview() %>%
  check_duration(min_duration = 100, print = FALSE)

# Do not print message to console
qualtrics_text %>%
  exclude_preview() %>%
  check_duration(min_duration = 100, quiet = TRUE)

excluder documentation built on Feb. 16, 2023, 7:09 p.m.