Generate Data Quality Report

Generates a comprehensive data quality report combining missing data analysis and data type validation.

Usage

generate_data_quality_report(
  project,
  missing_threshold = 0.2,
  include_validation = TRUE,
  output_file = NULL
)

Arguments

project

A redcap_project object

missing_threshold

Numeric. Threshold for flagging high missing rates (default: 0.20)

include_validation

Logical. Include data type validation (default: TRUE)

output_file

Character. Optional file path to save report (default: NULL)

Value

A list containing the complete data quality assessment

Examples

if (FALSE) { # \dontrun{
project <- redcap_project()
quality_report <- generate_data_quality_report(project)
print(quality_report)
} # }