check_progress: Check for survey progress

In excluder: Checks for Exclusion Criteria in Online Data

Check for survey progress

Description

The check_progress() function subsets rows of data, retaining rows that have incomplete progress. The function is written to work with data from Qualtrics surveys.

Usage

check_progress(
  x,
  min_progress = 100,
  id_col = "ResponseId",
  finished_col = "Finished",
  progress_col = "Progress",
  rename = TRUE,
  keep = FALSE,
  quiet = FALSE,
  print = TRUE
)

Arguments

x	Data frame (preferably imported from Qualtrics using {qualtRics}).
min_progress	Amount of progress considered acceptable to include.
id_col	Column name for unique row ID (e.g., participant).
finished_col	Column name for whether survey was completed.
progress_col	Column name for percentage of survey completed.
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(). The default requires 100% completion, but lower levels of completion maybe acceptable and can be allowed by specifying the min_progress argument. The finished column in Qualtrics can be a numeric or character vector depending on whether it is exported as choice text or numeric values. This function works for both.

The function outputs to console a message about the number of rows that have incomplete progress.

Value

The output is a data frame of the rows that have incomplete progress. For a function that marks these rows, use mark_progress(). For a function that excludes these rows, use exclude_progress().

See Also

Other progress functions: exclude_progress(), mark_progress()

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

Examples

# Check for rows with incomplete progress
data(qualtrics_text)
check_progress(qualtrics_text)

# Remove preview data first
qualtrics_text %>%
  exclude_preview() %>%
  check_progress()

# Include a lower acceptable completion percentage
qualtrics_numeric %>%
  exclude_preview() %>%
  check_progress(min_progress = 98)

# Do not print rows to console
qualtrics_text %>%
  exclude_preview() %>%
  check_progress(print = FALSE)

# Do not print message to console
qualtrics_text %>%
  exclude_preview() %>%
  check_progress(quiet = TRUE)

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