Create581: Create Encrypted Statistical Linkage Keys

In PPRL: Privacy Preserving Record Linkage

Create Encrypted Statistical Linkage Keys

Description

Creates ESLs (also known as 581-Keys), which are the hashed combination of the full date of birth and sex and subsets of first and last names.

Usage

Create581(ID, data, code, password)

Arguments

ID	a character vector or integer vector containing the IDs of the data.frame.
data	a data.frame containig the data to be encoded.
code	a list indicating how data is to be encoded for each column. The list must have the same length as the number of columns of the data.frame to be encrypted.
password	a string used as a password for the HMAC.

Details

The original implementation uses the second and third position of the first name, the second, third and fifth position of the last name and full date of birth and sex as an input for an HMAC. This would be akin to using code = list(c(2, 3), c(2, 3, 5), 0, 0). In this implementation, the positions of the subsets can be customized.

Value

A data.frame containing IDs and the corresponding Encrypted Statistical Linkage Keys.

Source

Karmel, R., Anderson, P., Gibson, D., Peut, A., Duckett, S., Wells, Y. (2010): Empirical aspects of record linkage across multiple data sets using statistical linkage keys: the experience of the PIAC cohort study. BMC Health Services Research 41(10).

See Also

CreateALC, StandardizeString

Examples

# Load test data
testFile <- file.path(path.package("PPRL"), "extdata/testdata.csv")
testData <- read.csv(testFile, head = FALSE, sep = "\t",
  colClasses = "character")

# Encrypt data
res <- Create581(ID = testData$V1,
  data = testData[, c(2, 3, 7, 8)],
  code = list(0, 0, c(2, 3), c(2, 3, 5)),
  password = "(H]$6Uh*-Z204q")

# Code: 0 means the whole string is used, 
# c(2, 3) means the second and third letter of the string is used

PPRL documentation built on Nov. 10, 2022, 5:41 p.m.