Create an object of class tidy_sem, which has the following elements:

  • dictionary An overview of the variables in the tidy_sem object, and their assignment to scale/latent variables.

  • data Optionally, the data.frame containing the data referenced in $dictionary.

  • syntax Optionally, syntax defining a SEM-model by reference to the variables contained in $data.

tidy_sem(x, split = "_")

Arguments

x

An object for which a method exists, e.g., a vector of variable names, or a data.frame.

split

Character. Defining the regular expression used by strsplit to separate variable names into 1) the name of the scale/construct and 2) the number (or name) of the item.

Value

An object of class "tidy_sem"

Details

When tidy_sem is called on a character string or data.frame, it attempts to assign variables to superordinate scale/latent variables based on the variable name and the splitting character defined in the split argument. Thus, the function will assign the variable "scale_01" to a scale/latent variable called "scale" when split = "_". Alternatively, if the variable name is "construct.1", the split character "\." separates the "construct" name from item number "1". The character "." is escaped with a double backslash, because it is a special character in regular expressions.

Author

Caspar J. van Lissa

Examples

tidy_sem(c("bfi_1", "bfi_2", "bfi_3", "bfi_4", "bfi_5", "macqj_1", "macqj_2", "macqj_3", "macqj_4", "macqj_5", "macqj_6", "macqj_7", "macqj_8", "macqj_9", "macqj_10", "macqj_11", "macqj_12", "macqj_13", "macqj_14", "macqj_15", "macqj_16", "macqj_17", "macqj_18", "macqj_19", "macqj_20", "macqj_21", "macqr_1", "macqr_2", "macqr_3", "macqr_4", "macqr_5", "macqr_6", "macqr_7", "macqr_8", "macqr_9", "macqr_10", "macqr_11", "macqr_12", "macqr_13", "macqr_14", "macqr_15", "macqr_16", "macqr_17", "macqr_18", "macqr_19", "macqr_20", "macqr_21", "sex"))
#> A tidy_sem object #> v $dictionary #> o $data #> o $syntax
tidy_sem(c("bfi_1", "bfi_2", "bfi_3", "bfi_4", "bfi_5", "mac_q_j_1", "mac_q_j_2", "mac_q_j_3", "mac_q_j_4", "mac_q_j_5", "mac_q_j_6", "mac_q_j_7", "mac_q_j_8", "mac_q_j_9", "mac_q_j_10", "mac_q_j_11", "mac_q_j_12", "mac_q_j_13", "mac_q_j_14", "mac_q_j_15", "mac_q_j_16", "mac_q_j_17", "mac_q_j_18", "mac_q_j_19", "mac_q_j_20", "mac_q_j_21", "mac_q_r_1", "mac_q_r_2", "mac_q_r_3", "mac_q_r_4", "mac_q_r_5", "mac_q_r_6", "mac_q_r_7", "mac_q_r_8", "mac_q_r_9", "mac_q_r_10", "mac_q_r_11", "mac_q_r_12", "mac_q_r_13", "mac_q_r_14", "mac_q_r_15", "mac_q_r_16", "mac_q_r_17", "mac_q_r_18", "mac_q_r_19", "mac_q_r_20", "mac_q_r_21"))
#> Some variable names contained more than one splitting character. Ignored all but the last splitting character.FALSE
#> A tidy_sem object #> v $dictionary #> o $data #> o $syntax