pack_years_fun_cat: Categorical smoking pack-years

In cchsflow: Transforming and Harmonizing CCHS Variables

Categorical smoking pack-years

Description

This function creates a categorical derived variable (pack_years_cat) that categorizes smoking pack-years (pack_years_der).

Usage

pack_years_fun_cat(pack_years_der)

Arguments

pack_years_der

derived variable that calculates smoking pack-years See pack_years_fun for documentation on how variable was derived.

Details

pack-years is calculated by multiplying the number of cigarette packs per day (20 cigarettes per pack) by the number of years.The categories were based on the Cardiovascular Disease Population Risk Tool (Douglas Manuel et al. 2018).

pack_years_cat uses the derived variable pack_years_der. Pack_years_der uses age and various smoking variables that have been transformed by cchsflow (see documentation on pack_year_der). In order to categorize pack years across CCHS cycles, age and smoking variables must be transformed and harmonized.

Value

value for pack year categories in the pack_years_cat variable.

Examples

 
# Using pack_years_fun_cat() to categorize pack year values across CCHS cycles
# pack_years_fun_cat() is specified in variable_details.csv along with the 
# CCHS variables and cycles included.

# To transform pack_years_cat across cycles, use rec_with_table() for each
# CCHS cycle and specify pack_years_cat.
# Since pack_year_der is also also derived variable, you will have to specify 
# the variables that are derived from it.
# Since time_quit_smoking_der is also a derived variable in pack_year_der, 
# you will have to specify the variables that are derived from it.
# Then by using merge_rec_data(), you can combine pack_years_cat across
# cycles.

library(cchsflow)

pack_years_cat_2009_2010 <- rec_with_table(
  cchs2009_2010_p, c(
    "SMKDSTY_A", "DHHGAGE_cont", "SMK_09A_B", "SMKG09C", "time_quit_smoking",
    "SMKG203_cont", "SMKG207_cont", "SMK_204", "SMK_05B", "SMK_208",
    "SMK_05C", "SMK_01A", "SMKG01C_cont", "pack_years_der", "pack_years_cat"
  )
)

head(pack_years_cat_2009_2010)

pack_years_cat_2011_2012 <- rec_with_table(
  cchs2011_2012_p,c(
    "SMKDSTY_A", "DHHGAGE_cont", "SMK_09A_B", "SMKG09C", "time_quit_smoking",
    "SMKG203_cont", "SMKG207_cont", "SMK_204", "SMK_05B", "SMK_208",
    "SMK_05C", "SMK_01A", "SMKG01C_cont", "pack_years_der", "pack_years_cat"
  )
)

tail(pack_years_cat_2011_2012)

combined_pack_years_cat <- suppressWarnings(merge_rec_data
(pack_years_cat_2009_2010,pack_years_cat_2011_2012))

head(combined_pack_years_cat)
tail(combined_pack_years_cat)

cchsflow documentation built on May 28, 2022, 1:09 a.m.