List of Summary Statistics Included in executeDbProfile

The executeDbProfile function will execute and/or export the following aggregate summary statistics and DQD checks:

Statistics

  • Number of persons
  • Number of persons by gender
  • Number of persons by year of birth
  • Number of persons by race
  • Number of persons by ethnicity
  • Number of persons with at least one day of observation in each month
  • Number of persons by observation period start month
  • Number of persons by number of observation periods
  • Number of persons by length of observation period, in 30d increments
  • Number of persons with at least one visit occurrence, by visit_concept_id
  • Number of distinct patients that overlap between specific domains - including death
  • Number of persons with at least one concept_id, by measurement_concept_id
  • Number of measurement occurrence records, by measurement_concept_id
  • Number of measurement occurrence records, by measurement_source_concept_id
  • Number of measurement records with no value (numeric, string, or concept)
  • Number of persons with at least one concept_id, by condition_concept_id
  • Number of condition occurrence records, by condition_concept_id
  • Number of condition occurrence records, by condition_source_concept_id
  • Number of persons with at least one concept_id, by procedure_concept_id
  • Number of procedure occurrence records, by procedure_concept_id
  • Number of procedure occurrence records, by procedure_source_concept_id
  • Number of persons with at least one concept_id, by drug_concept_id
  • Number of drug exposure records, by drug_concept_id
  • Number of drug exposure records, by drug_source_concept_id
  • Number of persons with at least one concept_id, by observation_concept_id
  • Number of observation occurrence records, by observation_concept_id
  • Number of observation occurrence records, by observation_source_concept_id
  • Number of persons with at least one concept_id, by device_concept_id
  • Number of device exposure records, by device_concept_id
  • Number of device exposure records, by device_source_concept_id
  • Distribution of numeric values, by measurement_concept_id and unit_concept_id

Later inclusions - condition_status? - type concepts