OmopSketch (version 1.0.0)

summariseRecordCount: Summarise record counts of an omop_table using a specific time interval

Description

Only records that fall within the observation period are considered.

Usage

summariseRecordCount(
  cdm,
  omopTableName,
  interval = "overall",
  ageGroup = NULL,
  sex = FALSE,
  sample = NULL,
  dateRange = NULL
)

Value

A summarised_result object with the results.

Arguments

cdm

A cdm_reference object. Use CDMConnector to create a reference to a database or omock to create a reference to synthetic data.

omopTableName

A character vector of the names of the tables to summarise in the cdm object. Run clinicalTables() to check the available options.

interval

Time interval to stratify by. It can either be "years", "quarters", "months" or "overall".

ageGroup

A list of age groups to stratify the results by. Each element represents a specific age range. You can give them specific names, e.g. ageGroup = list(children = c(0, 17), adult = c(18, Inf)).

sex

Logical; whether to stratify results by sex (TRUE) or not (FALSE).

sample

Either an integer or a character string.

• If an integer (n > 0), the function will first sample n distinct person_ids from the person table and then subset the input tables to those subjects.

• If a character string, it must be the name of a cohort in the cdm; in this case, the input tables are subset to subjects (subject_id) belonging to that cohort.

• Use NULL to disable subsetting (default value).

dateRange

A vector of two dates defining the desired study period. Only the start_date column of the OMOP table is checked to ensure it falls within this range. If dateRange is NULL, no restriction is applied.

Details

Examples

# \donttest{
library(OmopSketch)
library(dplyr, warn.conflicts = FALSE)
library(omock)

cdm <- mockCdmFromDataset(datasetName = "GiBleed", source = "duckdb")

result <- summariseRecordCount(
  cdm = cdm,
  omopTableName = c("condition_occurrence", "drug_exposure"),
  interval = "years",
  ageGroup = list("<=20" = c(0, 20), ">20" = c(21, Inf)),
  sex = TRUE
)

tableRecordCount(result = result)

cdmDisconnect(cdm = cdm)
# }